Organisational Frameworks and Intersectional Obstacles: Investigating Gender Inequality in Higher Education

Organisational Frameworks and Intersectional Obstacles: Investigating Gender Inequality in Higher Education | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article Organisational Frameworks and Intersectional Obstacles: Investigating Gender Inequality in Higher Education Ravi Meda, Dr. Masarah Mohamad Yusof, Prof. Dr. Azlinda Azman This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-7636141/v1 This work is licensed under a CC BY 4.0 License Status: Posted Version 1 posted You are reading this latest preprint version Abstract This comprehensive review amalgamates research pertaining to gender inequality within the realm of higher education, emphasizing faculty representation, student enrollment, and academic performance; it seeks to elucidate the underlying causes, effects, and potential solutions to rectify enduring systemic disparities and the limitations imposed by current policies. The goal of this study was to objectively look at gender differences in different academic positions and fields, set standards for institutional regulations, find intersectional factors, break down cultural conventions, and evaluate how well different treatments work. A careful, organised look at a lot of worldwide research that used quantitative, qualitative, and hybrid methods was done, with a strong focus on intersectional frameworks and policy evaluations. The findings illuminate the persistent underrepresentation of women in senior faculty and leadership roles, revealing that hiring practices exert a more significant impact than attrition; enduring enrollment disparities within STEM disciplines are influenced by socio-cultural and caregiving dynamics; and academic performance benefits associated with the presence of female faculty persist despite the existence of hostile environments and structural biases. The concept of intersectionality shows how the disadvantages encountered by marginalised groups are much worse when they are combined, yet it is not always used consistently in research and policy. Evaluations of gender equality initiatives and quotas suggest modest advancements in representation, yet these efforts fall short of engendering substantial structural and cultural transformations, impeded by institutional resistance and the prevailing neoliberal market ideologies. These results show that gender imbalance in academia is complicated and that present efforts to fix it are not enough. This review accentuates the imperative for comprehensive, intersectional, and justice-oriented policies designed to dismantle systemic barriers and cultural norms in order to promote sustainable gender equity within higher education on a global scale. Gender Inequality Higher education academic performance Intersectionality student enrollment faculty representation Introduction Research pertaining to gender disparity within the realm of higher education has emerged as a vital domain of scholarly investigation, attributable to its significant ramifications for social equity, institutional efficacy, and the generation of knowledge (Manna, 2024 ; David, 2022 ). Over the past several decades, the discipline has transitioned from a primary focus on access and enrollment discrepancies to a broader examination of faculty representation, academic achievement, and systemic obstacles entrenched within academic cultures (Buchmann et al., 2008 ; Jacobs, 1996 ). This transformation signifies an increasing acknowledgment of higher education institutions as gendered environments wherein ingrained patriarchal frameworks exert influence over career paths and scholarly methodologies (Manna, 2024 ; Khwaja, 2023 ). The importance of this research is accentuated by the ongoing underrepresentation of women in senior academic positions and STEM disciplines, notwithstanding the fact that women represent the majority of students in higher education across numerous nations (Bowman et al., 2022 ; Laberge et al., 2024 ). For example, women continue to be significantly underrepresented in tenured faculty roles across various disciplines, with attrition and recruitment practices perpetuating existing disparities (Laberge et al., 2024 ) ("Gender and retention patterns among U.S", 2023). The particular issue addressed in this review pertains to the complex dimensions of gender inequality within higher education, with an emphasis on faculty representation, student enrollment, and academic achievement (Jacobs, 1996 ; Borooah & Knox, 2023 ). Women are participating more, yet there are still gaps in leadership positions, pay fairness, and academic results (Kam & Lee, 2024 ; Elliott & Blithe, 2020 ). A significant knowledge deficiency exists concerning how intersecting factors, such as institutional culture, policy efficacy, and intersectionality, contribute to these disparities (Fay et al., 2021 ) (Clavero & Galligan, 2021 ; Täuber, 2022). Competing viewpoints contend with the degree to which structural reforms versus individual agency may alleviate inequality, with some advocating for policy initiatives such as gender quotas and equality frameworks, while others underscore the resistance inherent within academic cultures (Park, 2020 ; Forman-Rabinovici et al., 2023 ) (Ruggi & Duvvury, 2022). The implications of this knowledge gap encompass the perpetuation of inequities that obstruct diversity, innovation, and social justice within the academic sphere (Manna, 2024 )(Misra et al., 2024 ). This review employs a conceptual framework that integrates gender representation, intersectionality, and institutional culture to scrutinize the causes and repercussions of gender inequality in higher education (Khwaja, 2023 ; Read, 2024 ; Misra et al., 2024 ). Gender representation pertains to the proportional presence of women and marginalized genders among both students and faculty; intersectionality addresses the overlapping identities that shape experiences of discrimination; and institutional culture incorporates the norms and practices that uphold gendered power dynamics (Manna, 2024 ; Fay et al., 2021 ; Khwaja, 2023 ). This framework serves to guide the exploration of how these concepts interact to yield enduring disparities and informs the assessment of potential remedial measures. The aim of this systematic review is to synthesize contemporary research concerning gender inequality in higher education, concentrating on faculty representation, student enrollment, and academic performance, in order to clarify underlying causes, consequences, and efficacious interventions (Manna, 2024 ; Laberge et al., 2024 ). By addressing the identified gaps, this review contributes to a comprehensive understanding that facilitates policy formulation and institutional transformation aimed at achieving gender equity (Allen et al., 2021 ; Bencivenga & Drew, 2021 ). The significance is in bringing together thoughts from many fields and real-world facts to create complete plans for changing the system. The review employs a qualitative synthesis methodology, selecting peer-reviewed studies that address gender disparities across multiple dimensions of higher education (Manna, 2024 ; Khwaja, 2023 ). Analytical frameworks include intersectionality theory and organizational culture analysis, with findings organized thematically to reflect causes, effects, and solutions(Fay et al., 2021 ; Reggiani et al., 2024 ). This structure facilitates a nuanced exploration of gender inequality and guides recommendations for future research and practice. Inequity in education extends beyond institutional policy and is recognised worldwide as a fundamental human right. Access to higher education should be universally free of charge. Furthermore, it must be free from any discrimination based on gender, socioeconomic status, race, ethnicity, and other intersecting identities (UN, 1948 Art. 26). The International Covenant on Economic, Social, and Cultural Rights (UN, 1966). The International Covenant on Economic, Social, and Cultural Rights and the Convention on the Elimination of All Forms of Discrimination Against Women explicitly prohibit discrimination in education. This necessitates that states endeavour to eliminate both structural and intersectional obstacles to accessing higher education. The constitutional frameworks in various nations reinforce these commitments: the Constitution of India enshrines equality before the law and prohibits discrimination based on sex (Articles 14–15), while affirming the right to education (Article 21A); the Constitution of South Africa codifies equality (Section 9) and education (Section 29); the Equal Protection Clause of the United States Constitution (14th Amendment) provides a basis for contesting gender-based inequities; the Brazilian Constitution recognises equality (Article 5) and education as a universal right (Article 205); and the Charter of Fundamental Rights of the European Union guarantees access to education (Article 14) and the principle of non-discrimination (Article 21). The United Nations Sustainable Development Goals (SDGs), particularly SDG 4 (Quality Education) and SDG 5 (Gender Equality), endorse these legal stipulations. They advocate for equitable and inclusive educational opportunities and the cessation of gender-based disparities at all academic levels (UN, 2015). Examining the organisational and intersectional barriers within constitutional, international, and developmental frameworks reveals that gender inequality in higher education constitutes not only an institutional issue but also a breach of enforceable human rights obligations and a failure to fulfil global commitments to sustainable development. Purpose and Scope of the Review Statement of Purpose The primary aim of this study is to investigate the extant scholarship concerning gender inequality within higher education, with particular emphasis on faculty representation, student enrollment, and academic performance; this study seeks to elucidate the underlying causes, ramifications, and potential remedies to consolidate the current understanding of the complex dynamics of gender disparities in academic institutions. This analysis is of great significance as gender inequality continues to pose a formidable challenge that influences institutional culture, career advancement, student experiences, and educational outcomes. Through a rigorous examination of the causes and effects of these disparities, alongside an assessment of the efficacy of policy interventions and systemic reforms, the report aspires to furnish a holistic comprehension that can guide subsequent research, institutional strategies, and policy formulation aimed at fostering gender equity in higher education. Objectives To critically assess the extant literature regarding gender disparities in the representation of faculty, the enrollment of students, and the academic performance metrics across various academic disciplines. A systematic evaluation of prevailing institutional policies and gender equity initiatives that are designed to mitigate systemic barriers prevalent within the domain of higher education. The identification and comprehensive synthesis of intersectional elements that contribute to gender inequality encompasses dimensions such as race, socioeconomic status, and caregiving obligations. To rigorously analyze and deconstruct the cultural and structural paradigms that sustain gendered power dynamics within the hierarchies of academia. To systematically compare the efficacy of diverse solutions and interventions aimed at fostering gender equity in the recruitment of faculty members and the achievement of student success. Methodology of Literature Selection Transformation of Query To undertake a systematic and thorough review, the initial research inquiry — “gender inequality in higher education, with an emphasis on faculty representation, student enrollment, and academic performance; examining causative factors, consequences, and potential solutions” — was reformulated into a series of more precise and concentrated search queries. This methodological approach guarantees that the search strategy encapsulates both broad and intricate dimensions of the subject matter. By disaggregating the primary research theme into subtopics (including faculty representation, intersectionality, policy interventions, and academic performance), the literature search is rendered more efficient and specifically targeted. Each sub-query was meticulously designed to retrieve scholarly works that correspond to distinct elements of the overarching research aim. This methodological framework facilitated the incorporation of literature across diverse academic disciplines, publication timelines, and methodological paradigms, thereby ensuring that specialized studies utilizing field-specific lexicon were not neglected. Consequently, the ultimate selection of sources represents both the depth and the breadth of the extant scholarship on gender inequality within the realm of higher education. Transformed Queries In order to effectively implement the literature search methodology and guarantee a thorough examination of the research subject, the initially broad research inquiry was refined into a sequence of more targeted and thematically diverse search queries. These revised queries facilitated the discovery of pertinent studies that explore specific aspects of gender disparity within the realm of higher education. The following queries were used: Gender disparity within the realm of higher education, with a particular emphasis on the representation of faculty, patterns of student enrollment, and academic performance; a comprehensive examination of the underlying causes, resultant effects, and potential solutions. An inquiry into the intersectionality inherent in gender inequality within the domain of higher education: the ramifications for faculty representation, student experiences, and academic achievement. A thorough investigation of the systemic intersectional barriers that perpetuate gender inequality in higher education: a critical analysis of faculty representation, trends in student enrollment, and efficacious policy interventions. A detailed examination of the systemic barriers and intersectional factors contributing to gender disparities in faculty representation and academic achievement within higher education, with a focus on innovative strategies for enhancement. A thorough study of how race, gender, and socioeconomic position affect hiring and keeping professors in higher education, including finding problems and coming up with good ways to fix them. Screening Papers Each of the reformulated inquiries underwent a methodical search protocol informed by the established Inclusion and Exclusion Criteria. This methodological approach was implemented within a vast academic repository encompassing in excess of 270 million scholarly articles. Consequently, a cumulative total of 315 pertinent articles were discerned that corresponded closely with the investigative emphasis on gender disparity in higher education, particularly concerning faculty representation, student enrollment, academic achievement, and systemic impediments. Citation Chaining – Identifying Additional Relevant Works. In order to augment the existing literature corpus and ascertain that no seminal works were neglected, citation chaining methodologies were utilized: Backward Citation Chaining: For every selected foundational manuscript, the reference compilation was meticulously examined to pinpoint earlier seminal investigations. This made it easier to include both theoretical and empirical contributions that have had a big impact on how the field has changed over time. Forward Citation Chaining: Each foundational manuscript was additionally traced in a forward direction to identify contemporary research that has referenced it. This methodological approach proved instrumental in capturing nascent trends, critical evaluations, and methodological innovations that have either augmented or contested prior conclusions. Results – Descriptive Summary of the Studies This section delineates the scholarly landscape pertaining to gender inequity within higher education, concentrating on faculty representation, student enrollment patterns, and academic performance metrics. The analysis encompasses 386 studies that traverse a variety of geographic locales, academic disciplines, and methodological frameworks, thereby offering a comprehensive understanding of the phenomenon. The body of literature elucidates the persistent systemic inequalities present within faculty ranks, the disproportionate involvement of students across various academic fields, and the differential academic outcomes attributable to gender. Numerous studies investigate intersectional dynamics, scrutinizing the interplay of gender with factors such as socioeconomic status, race, and caregiving responsibilities. Furthermore, the effectiveness of institutional and policy interventions is subject to rigorous evaluation. This comparative synthesis underscores context-dependent challenges, entrenched institutional norms, and disparate success rates of equity initiatives. It elucidates enduring discrepancies and emerging themes that are crucial for steering future research and developing policy reforms aimed at fostering gender equity within academic settings. Table 1 Literature focusing on Disparities Study Faculty Representation Disparity Student Enrollment Patterns Academic Performance Outcomes Intersectional Barriers Policy and Intervention Effectiveness ( Manna, 2024 ) Persistent underrepresentation of women, especially in senior roles, influenced by patriarchal norms and neoliberalism Women underrepresented in STEM; Caregiving impacts enrollment Gendered labor divisions affect scholarly productivity Intersectionality highlights compounded disadvantages Gender Equality Plans show limited transformative impact due to resistance ( Lombardo et al., 2024 ) Gender disparities vary by institutional and cultural contexts; neoliberalism exacerbates inequalities Enrollment influenced by gendered cultural and institutional factors Academic life constrained by gendered individual and institutional factors Intersectionality and care work central to understanding disparities Policy approaches vary; actor- centered studies reveal power struggles ( Bowman et al., 2022 ) Female STEM instructors positively impact female student achievement Higher female student representation in courses improves grades Female students perform better with female instructors, especially in math and CS Not explicitly addressed No direct policy evaluation; implications for faculty gender balance ("Gender Equality in Academia: FROM KNOWLE...", 2022) Male dominance persists in faculty and leadership; sexual harassment impacts women Gender imbalance in STEM and natural sciences departments Gender affects publishing and career progression Intersectionality with race and diversity considered Institutional measures show mixed effectiveness; need for organizational change ( Lörz & Mühleck, 2019 ) Gender gaps pronounced at early career transitions; family circumstances affect progression Womenʼs enrollment increasing but career transitions differ by gender Performance differences minor; decisions to continue careers vary Family and social context influence gendered career paths Limited policy focus; highlights need for support at transition points ( Fay et al., 2021 ) Intersectional faculty representation improves student outcomes Intersectional representation linked to better academic performance Student success linked to faculty- student demographic matches Intersectionality critical for understanding representation effects Representation declines as equity improves; dynamic policy implications ( Bystydzienski & Bird, 2006 ) Women underrepresented in STEM faculty; departmental Resistance to Change Slow movement of women into STEM fields; barriers persist Barriers affect retention and advancement Intersectionality with race and minority status noted Best practices identified; institutional transformation needed ( Buchmann et al., 2008 ) Gender disparities in faculty less emphasized; focus on early education Gender differences in enrollment and attainment across education levels Performance gaps linked to cognitive and noncognitive factors Amplification of gender differences by race and class Calls for interdisciplinary research; limited policy focus ( Khwaja, 2023 ) Women concentrated in lower faculty ranks; leadership dominated by men Women majority in student enrollment but uneven across fields STEM fields remain chilly for women; academic climate affects performance Intersectionality with race, disability, and gender diversity emphasized Diversity efforts ongoing but insufficient; systemic barriers persist (Shuayto & Walters, 2023) Women underrepresented in leadership; pay equity issues persist in MENA Increasing female enrollment but uneven across disciplines Academic success linked to supportive governance and leadership Intersectional factors include regional and cultural influences Regional policies and governance strategies promote gender equity ( David, 2022 ) Womenʼs participation increased but inequality persists globally Gender parity in enrollment varies; class and race intersect Neoliberalism exacerbates gendered inequalities in outcomes Intersectional inequalities reproduced under neoliberalism Feminist perspectives highlight systemic barriers; policy impact limited ( Allen et al., 2021 ) Women underrepresented in senior leadership; intersectional barriers noted Enrollment growing but career progression hindered by systemic issues Career progression impeded by cultural and systemic barriers Intersectionality with race, culture, and age emphasized Systemic solutions proposed; global call for structural change ( Edwards, 2022 ) Marginalized women face exclusion and invisibility in academia Experiences of exclusion affect student and staff belonging Psychological impacts of discrimination documented Intersectionality central to understanding exclusion Mentoring and institutional support critical; policy often ineffective ( Bank, 2011 ) Gender embedded in institutional structures; women underrepresented in leadership Enrollment patterns vary by discipline and culture Gender influences academic experiences and outcomes Intersectionality and queer theory applied Theoretical frameworks inform policy but practical change limited ( Deepika & Devardhi, 2012 ) Gender disparity pronounced in some educational aspects; women lag in leadership Enrollment disparities linked to social interactions and contexts Impact of gender disparity on educational outcomes analyzed Intersectionality with social class and culture considered Remedial measures proposed but effectiveness varies ( Jacobs, 1996 ) Women fare well in access but disadvantaged in outcomes and experiences Access to higher education improving for women Post-collegiate outcomes show persistent gender gaps Intersectionality less emphasized Calls for differentiated explanations of gender inequality (Supriya, 2024) Female faculty representation low in senior roles in India Female enrollment rising, but uneven across PG and phd programs Enrollment trends vary by discipline; barriers remain Intersectionality with socio- economic factors noted Barriers to parity identified; need for targeted interventions ( Khanna & Mukherjee, 2024 ) Women underrepresented in senior academic positions in India Gender parity in enrollment but low in faculty leadership Career progression hindered by societal and institutional factors Intersectionality with caste, class, and caregiving roles Supportive leadership and flexible policies facilitate advancement ( Borooah & Knox, 2023 ) Womenʼs participation varies by institution type and subject in Ireland Women enroll more in universities than institutes; subject preferences differ Little gender difference in degree success rates post- enrollment Intersectionality not deeply explored Institutional differences affect participation and performance ( laberge et al., 2024 ) Hiring impacts gender parity more than attrition in US faculty Not focus of study Attrition higher for women but less impact on overall representation Intersectionality not primary focus Policy modeling shows hiring reforms critical for parity ( Reggiani et al., 2024 ) Women and LGBT + underrepresented in STEM faculty; systemic challenges Enrollment and retention affected by systemic inequities Inequities impact career progression and well-being Intersectionality with gender and sexual identity emphasized Institutional accountability and systemic support needed ( Belluigi et al., 2024 ) Gendered and racialized inequalities persist in UK academia Womenʼs participation varies by race and nationality Intersectional disadvantages affect career outcomes Intersectionality central to analysis Calls for race and nationality inclusion in gender policies ( Read, 2024 ) Gender inequities in knowledge Passive exclusion in Academia Not focus of study Precarity and political climate Intersectionality with political and social Calls for systemic change beyond ("Gender and retention patterns among U.S ", 2023) Women leave faculty positions at higher rates, especially in non- STEM and lower prestige Enrollment not focus Retention affected by workplace climate and gendered reasons Intersectionality with career stage and institution type Retention efforts should target gender- specific causes (Abusalha, 2024) Women underrepresented in managerial and teaching roles in Hungary Enrollment not focus Gender equality plans aim to improve workplace equality Intersectionality lightly addressed Institutional policies focus on communication and culture ( Mitra, 2023 ) Gender disparity evident in Indian higher education enrollment and employability Enrollment low for women despite pass rates Employability limited despite educational gains Intersectionality with economic exclusion noted Calls for enhanced access and equality of opportunity ("Equality, Diversity and Inclusion in Aca...", 2022) Women underrepresented in senior academic and leadership roles globally Enrollment increasing but leadership gaps persist Gender biases affect productivity and career advancement Intersectionality with race and nationality discussed Multi-country insights on gender actions and progress ( Meschitti & Marini, 2022 ) Vertical segregation persists; promotions influenced by gender representation and discrimination Enrollment not focus Discrimination at individual level limits promotion Intersectionality not primary focus Interplay of individual and structural factors critical ( Casad et al., 2022 ) Women faculty face systemic biases in social sciences in US Enrollment high but disparities in rank and salary persist Cultural biases affect career outcomes and recognition Intersectionality with race and class acknowledged Organizational change programs recommended (Ruggi & Duvvury, 2022) Gender equality policy often narrows focus to women in senior roles Enrollment not focus Care work and precarious staff overlooked in policies Intersectionality with precariousness and race sidelined Calls for broader, intersectional gender transformation ( Bencivenga & Drew, 2021 ) Gender equality plans harmonize EU And national Initiatives Enrollment not focus Plans promote structural change respecting diversity Intersectionality considered in policy design Harmonized strategies accelerate Gender equality Progress ( Clavero & Galligan, 2021 ) Gender equality plans often neglect power and culture in academia Enrollment not focus Organizational culture perpetuates gender inequalities Intersectionality with epistemic justice emphasized Calls for Justice-oriented policy frameworks ( Laberge et al., 2023 ) Hiring more impactful than attrition for faculty gender parity Enrollment not focus Attrition higher for women but less effect on parity Intersectionality not primary focus Policy interventions should focus on hiring reforms ( Elliott & Blithe, 2020 ) Women faculty face micro-aggressions and work-life conflict affecting well-being Enrollment not focus Stressors linked to psychological distress and job dissatisfaction Intersectionality lightly addressed Institutional support and climate change needed ( Liu et al., 2022 ) Men underrepresented in US college enrollment; women overrepresented Enrollment gender gap affects social and economic outcomes Not focus of study Intersectionality not primary focus Strategies to attract male students discussed ( Li & Koedel, 2017 ) Female faculty underrepresented in STEM fields at selective US universities Enrollment not focus Wage gaps explained by field, experience, productivity Intersectionality with race and ethnicity analyzed No wage premiums found for diversity improvements ( Horta & Tang, 2023 ) Gender bias persists in Chinese academia; male and female perceptions differ Enrollment not focus Subtle discrimination affects career advancement Intersectionality with social and biological factors Male dominance and micropolitics reproduce inequality ( Kim, 2023 ) Female professors underrepresented in UAE STEM Departments despite support policies Enrollment not focus Complex reasons beyond caregiving explain underrepresentation Intersectionality lightly addressed Gendered organizational culture remains a barrier ( Fernandez et al., 2023 ) Disparities in leadership, funding, tenure, and salary in US health professions Enrollment not focus Structured DEIB strategies proposed for institutional change Intersectionality with race and gender emphasized Ten- component approach recommended for equity advancement (Täuber, 2022) Policy ineffectiveness linked to harassment and discrimination in European academia Enrollment not focus Psychological safety mediates career intentions Intersectionality with multiple marginalized identities Intersectional approaches needed for effective policy design Faculty Representation Disparity More than thirty real-world studies have shown that women are still under-represented in senior academic faculty and leadership roles in a variety of fields and locations. This is often due to patriarchal norms, institutional culture, and systemic barriers (Manna, 2024 ; "Gender Equality in Academia: FROM KNOWLEDEGE", 2022; Khwaja, 2023 ). Several studies have shown that the methods used to hire faculty have a bigger effect on the balance of male and female faculty than the fact that faculty leave (Laberge et al., 2024 ; Laberge et al., 2023 ). This makes it even more important to change the way faculty are hired. Intersectional studies show the many problems that women of colour and other marginalised groups confront in schools, where they are often left out, included too much, or ignored (Belluigi et al., 2024 ; Misra et al., 2024 ). Gender quotas and equality programs have helped get more women into academic leadership roles and entry-level faculty positions, but they don't have as much of an effect on senior leadership positions (Park, 2020 ; Forman-Rabinovici et al., 2023 ). Cultural and institutional opposition, along with neoliberal market ideas, are getting in the way of big steps towards gender parity among faculty members (Manna, 2024 ; Ruggi & Duvvury, 2022). Students Enrollment Patterns: About 20 academic studies have looked at gender imbalances in college enrollment. They found that women are under-represented in STEM fields but over-represented in the humanities and social sciences (Bowman et al., 2022 ; Khwaja, 2023 ; Crawford & Silver, 2024 ). There are big differences in how many students register in various countries and academic specialities. Some regions have achieved gender equality in access, but there are still differences in the number of women and men in postgraduate and doctorate programs (Supriya, 2024; Ezhilarasan et al., 2024 ; Henderson & Sabharwal, 2024 ). Societal, cultural, and family standards have a big effect on who signs up for classes, sometimes leading to gendered topic choices and limiting women's participation in certain academic fields (Henderson & Sabharwal, 2024 ; Liu et al., 2022 ). Socioeconomic status and caregiving responsibilities are two examples of intersectional factors that have a big effect on both enrolment patterns and access to higher education (Ezhilarasan et al., 2024 ; Khanna & Mukherjee, 2024 ). Many studies show how important it is for faculty members to be diverse in terms of gender in order to help female students succeed and stay in school, particularly in fields that are usually male-dominated (Bowman et al., 2022 ; Crawford & Silver, 2024 ). Academic Performance Outcomes Approximately 15 academic studies have found that female students often perform as well as or better than male students, especially when there are more female faculty members (Bowman et al., 2022 ; Borooah & Knox, 2023 ; Crawford & Silver, 2024 ). Gender prejudice and hostile academic settings hurt women's academic success and career progress, especially in STEM and the social sciences (Casad et al., 2022 ; Elliott & Blithe, 2020 ). Differences in performance aren't as important as differences in enrolment or representation. This suggests that structural problems, not individual skills, are the main causes of these unfairnesses (Lörz & Mühleck, 2019 ; Jacobs, 1996 ). Women who are marginalised have a harder time doing well in school because of intersectional barriers that include race and socioeconomic status (Edwards, 2022 ; Misra et al., 2024 ). Supportive academic environments and mentoring are very important for helping women do well in school and stay involved in academics (Edwards, 2022 ; Crawford & Silver, 2024 ). Intersectional Barriers More than twenty scholarly studies show how important intersectionality is in the context of gender inequality. They show how race, socioeconomic status, caregiving responsibilities, and other social identities make differences worse (Manna, 2024 ; Fay et al., 2021 ; Belluigi et al., 2024 ). Women of colour and people from marginalised groups often face exclusionary practices, a lack of visibility, and epistemic inequalities in the academic world (Edwards, 2022 ; Misra et al., 2024 ; Täuber, 2022). Intersectional frameworks show that many policies don't take into consideration the complex experiences of different women, which makes them less effective (Ruggi & Duvvury, 2022; Clavero & Galligan, 2021 ; Täuber, 2022). Women have a hard time with their schoolwork because of the responsibilities that come with family and caring, particularly when they don't get help from schools (Lörz & Mühleck, 2019 ; Khanna & Mukherjee, 2024 ). Intersectionality is an important idea for coming up with complete and effective solutions that take into account all the different types of inequality (Reggiani et al., 2024 ; Täuber, 2022). Policy and Intervention Effectiveness About 20 academic studies look at gender equality tactics, quotas, and reforms. These studies show that there have been some improvements in representation but not enough changes in culture and structure (Manna, 2024 ; Park, 2020 ; Bencivenga & Drew, 2021 ). Gender quotas usually lead to more women being hired at the beginning of their careers, but they don't always help women move up to higher positions of power, and they often don't take into account how different factors can affect each other (Park, 2020 ; Forman-Rabinovici et al., 2023 ). Policies that are in place aren't very effective because of institutional opposition, market-oriented mindsets, and a lack of focus on "remediating women's issues" instead of changing the way things are done (Manna, 2024 ; Ruggi & Duvvury, 2022; Clavero & Galligan, 2021 ). Mentorship, supportive leadership, and well-thought-out DEIB (Diversity, Equity, Inclusion, and Belonging) initiatives are all examples of effective methods (Allen et al., 2021 ; Edwards, 2022 ; Fernandez et al., 2023 ). Many people agree that policy frameworks that are consistent, cross-cutting, and based on principles of justice are necessary for getting results that are fair and long-lasting (Clavero & Galligan, 2021 ; Täuber, 2022). Critical Analysis and Synthesis The body of research on gender inequality in higher education shows that there is a complex and ongoing problem with faculty representation, student enrolment, and academic success. Even while many studies provide strong empirical evidence and deep theoretical insights, there is still a disagreement between recognising systemic problems and the limited effectiveness of actions aimed at reducing them. Intersectionality is an important way to look at things, but its uneven use in different research makes it less likely to have a big effect. Also, the widespread acceptance of neoliberal market ideas and firmly held cultural beliefs makes it harder to push for real structural change. This often leads to a focus on individual-level solutions instead of changes to institutions. Evaluative studies of gender equality strategies, quotas, and Diversity, Equity, Inclusion, and Belonging (DEIB) initiatives show small improvements, like better representation at the beginning levels. At the same time, they show that it is very hard to deal with deep-seated inequalities. In short, the corpus of literature calls for more comprehensive, intersectional, and contextually aware methods that go beyond surface-level changes to bring about lasting and fair change in higher education institutions. Table 2 Critical Analysis and Synthesis Aspect Strengths Weaknesses Faculty Representation and Hiring Practices Comprehensive quantitative analyses demonstrate the dominant role of hiring over attrition in shaping gender representation among faculty, providing clear targets for intervention in recruitment processes. Studies also highlight the nuanced differences across disciplines and institutional types, offering detailed insights for tailored policy design. Although there is a lot of good data, many studies only look at binary gender categories, which makes it harder to comprehend the experiences of non-binary and transgender people. Moreover, the persistence of subtle biases and structural barriers in hiring and promotion processes is underexplored, with some research indicating that quotas may have limited or slow effects, especially in senior leadership roles. Student Enrollment and Academic Performance Research effectively documents gender disparities in enrollment patterns, particularly in STEM fields, and links female representation in classrooms and faculty to improved academic outcomes for women. The life course perspective adds depth by tracing gendered transitions through educational stages, emphasizing the role of family and social contexts. Many studies rely on quantitative enrollment data without sufficiently addressing the qualitative experiences of students, especially those with intersecting marginalized identities. Additionally, the focus on enrollment parity often masks persistent inequalities in subject choice and progression to advanced degrees. Intersectionality and Marginalized Identities Adding intersectional frameworks helps us grasp the extra problems that women of colour, LGBTQ + people, and those who care for others experience. Autoethnographic and qualitative studies provide valuable lived experiences that reveal institutional exclusion and epistemic injustice. Intersectionality remains inconsistently applied, with many large-scale studies neglecting to disaggregate data by race, ethnicity, or other identities. Legislative and ideological constraints also limit full intersectional analyses in policy evaluations. This gap restricts the development of truly inclusive interventions. Cultural and Structural Norms Critical feminist and poststructuralist perspectives illuminate how entrenched patriarchal and neoliberal logics perpetuate gendered power dynamics in academia. The study makes it clear that microaggressions, hostile environments, and gendered expectations that hurt people's health and professional growth are still going on. While cultural critiques are rich, empirical validation of how these norms translate into measurable outcomes is less developed. There is also a propensity to concentrate on Western contexts, which makes it harder to apply the results to other parts of the world. Institutions' unwillingness to modify their culture is still a big problem for policies to work. Policy Interventions and Gender Equality Plans Evaluations of gender equality plans and quotas reveal some success in increasing female representation on academic boards and faculty ranks, with harmonized EU and national initiatives showing promise. Research-based systemic solutions emphasize the need for mentoring, leadership support, and structural reforms. A lot of policy assessments show that present interventions don't have a big effect on change, typically because they use tokenistic methods and don't pay enough attention to power dynamics. The slow pace of change and backlash effects are underreported, and there is a lack of longitudinal studies assessing sustained outcomes. Academic Performance and Career Progression Studies link gender representation to academic achievement, showing that female students benefit from female instructors and peer representation, particularly in STEM. Research also identifies gendered patterns in career transitions and attrition, with family circumstances playing a critical role. There isn't much study on how performance measurements and systemic biases in assessment, publishing, and financing procedures affect each other. Focussing on quantifiable achievements could miss the important qualitative factors of career happiness and psychological safety that are important for keeping employees. Data Quality and Methodological Approaches The literature employs diverse methodologies, including large-scale longitudinal datasets, mixed methods, and autoethnographies, providing a rich evidence base. Quantitative studies offer robust statistical analyses that inform policy modeling. A few methodological problems include relying too much on binary gender categories, not having enough intersectional data, and maybe having biases in data sources like Google Scholar rankings. Qualitative studies often have small samples and limited generalizability, while quantitative research may insufficiently capture lived experiences and institutional cultures. Thematic Review of the Literature Studies on gender inequalities in higher education demonstrate that there are still issues with faculty representation, student enrolment, and academic success. These differences are caused by many cultural, institutional, and intersectional factors that keep gendered power dynamics going in the academic world. A lot of studies show that present policies don't work well enough, which shows how important it is to make big changes and use ways that deal with both obvious and hidden kinds of prejudice. The academic debate further emphasises the significance of contextual differences—across geographies, disciplines, and kinds of institutions—and the crucial role of intersectionality in fully comprehending and tackling gender disparities on a global scale. Table 3 Thematic Review of the Literature Theme Appears In Theme Description Faculty Representation and Career Progression 25/50 Papers Persistent underrepresentation of women in faculty roles, especially in senior and tenured positions, is a major concern globally. Hiring practices have greater influence than attrition on gender disparities in faculty representation, with women facing barriers in promotion and leadership roles due to structural and cultural biases (laberge et al., 2024 ) (Laberge et al., 2023 ) (Park, 2020 ) (Abusalha, 2024). Intersectionality further complicates these patterns, with women of color and marginalized groups experiencing additional exclusion and overburdening (Misra et al., 2024 ) (Belluigi et al., 2024 ). Student Enrollment and Participation Patterns 18/50 Papers Female student enrollment has increased in many regions, sometimes surpassing male enrollment; however, disparities persist across disciplines and degree levels, notably in STEM fields and higher research degrees (Supriya, 2024) (Ezhilarasan et al., 2024 ) (Liu et al., 2022 ). Gendered expectations and socio-cultural barriers influence enrollment decisions, with women often concentrated in lower-paying or less prestigious fields (Crawford & Silver, 2024 ) (Henderson & Sabharwal, 2024 ). Enrollment trends also intersect with regional and socio-economic factors, affecting access and persistence (Mitra, 2023 ). Academic Performance and Impact of Gender Representation 12/50 Papers Representation of female faculty and peers positively correlates with academic achievement and persistence of female students, particularly in STEM disciplines (Bowman et al., 2022 ) (Crawford & Silver, 2024 ) (Fay et al., 2021 ). Presence of women faculty serves as role models, boosting students' confidence and success. Nonetheless, performance gaps often relate more to institutional climate and inclusion than to ability (Borooah & Knox, 2023 ). Intersectionality and Multiple Identities 16/50 Papers Intersectional analyses reveal that race, ethnicity, class, caregiving responsibilities, and other identities intersect to exacerbate gender inequality in academia (Manna, 2024 ) (Fay et al., 2021 ) (Edwards, 2022 ) (Khanna & Mukherjee, 2024 ). Marginalized women face unique challenges including harassment, exclusion, and epistemic marginalization, which are often overlooked by one-dimensional gender policies (Misra et al., 2024 ) (Täuber, 2022). Intersectional representation improves outcomes but requires nuanced institutional responses (Belluigi et al., 2024 ). Institutional Policies and Gender Equality Plans 15/50 Papers Gender Equality Plans (GEPs) and quotas have been implemented across regions with mixed effectiveness (Manna, 2024 ) (Forman-Rabinovici et al., 2023 ) (Bencivenga & Drew, 2021 ). While they often increase female representation in entry-level positions, they may fail to transform deeper cultural and structural barriers or reach senior leadership (Clavero & Galligan, 2021 ) (Ruggi & Duvvury, 2022). Sustainable change demands attention to power relations, organizational culture, and intersectional justice (Clavero & Galligan, 2021 ) (Täuber, 2022). Cultural and Structural Norms in Academia 14/50 Papers Academia remains a gendered institution, shaped by patriarchal norms, neoliberal market logics, and masculine-coded power structures that restrict women's advancement (Manna, 2024 ) (Lombardo et al., 2024 ) (Khwaja, 2023 ). These norms produce hostile climates, microaggressions, and gendered labor divisions that sustain inequality (Elliott & Blithe, 2020 ) (Horta & Tang, 2023 ). Resistance to change often derives from entrenched cultural expectations and power dynamics (Meschitti & Marini, 2022 ). Barriers and Challenges Faced by Women in STEM 11/50 Papers Women in STEM fields confront distinct barriers including underrepresentation, hostile 'chilly' climates, sexual harassment, and exclusion from meaningful participation (Bystydzienski & Bird, 2006 ) (Crawford & Silver, 2024 ) (Reggiani et al., 2024 ). These challenges make it harder to stay motivated, go along in your profession, and keep your job. Supportive faculty demographics and inclusive environments mitigate these effects (Reggiani et al., 2024 ). Psychological and Emotional Impacts of Gender Inequality 10/50 Papers Experiences of isolation, imposter syndrome, and exclusion cause significant emotional distress among women faculty and students (Edwards, 2022 ) (Crawford & Silver, 2024 ) (Elliott & Blithe, 2020 ). Discrimination based on gender and microaggressions hurt people's health and sense of professional identity, which makes them less likely to stay in their jobs and be happy with their careers. Effective mentoring and institutional support are critical to counter these effects (Edwards, 2022 ). Regional and Cultural Variations 9/50 Papers Gender inequality manifests differently across global contexts, influenced by cultural, socio-economic, and policy environments (Shuayto & Walters, 2023) (Supriya, 2024) (Henderson & Sabharwal, 2024 )(Horta & Tang, 2023 ). For example, Indian and Middle Eastern contexts highlight unique socio-cultural barriers, while European and North American studies emphasize policy effectiveness and intersectionality (Khanna & Mukherjee, 2024 ) (Abusalha, 2024). Comparisons across countries show how important localised tactics are. Solutions and Intervention Strategies 8/50 Papers Successful strategies include gender-conscious hiring, mentoring, policy harmonization, and embedding diversity initiatives institutionally (Bencivenga & Drew, 2021 ) (Fernandez et al., 2023 ) (Park, 2020 ). However, tokenistic or narrowly focused interventions risk ineffectiveness without systemic cultural change (Allen et al., 2021 ) (Ruggi & Duvvury, 2022). Holistic approaches addressing intersectionality and organizational culture are essential for sustainable gender equity (Reggiani et al., 2024 ) (Täuber, 2022). Chronological Review of Literature Over the last thirty years, there has been a lot of development in studies on gender differences in higher education. Researchers originally focused on how male and female students differed in terms of access, enrolment, faculty representation, and academic performance. These important studies showed surface-level patterns of inequality and stressed the need for more thorough and organised research. Researchers shifted their focus to figuring out the structural, cultural, and institutional reasons for these discrepancies. More and more, modern literature uses intersectional frameworks to look at how gender interacts with race, class, caregiving duties, and other identities to affect academic experiences and possibilities. There is also a growing focus on figuring out how well interventions like gender quotas, mentorship programs, and goals for gender equality work. Current academic discourse calls for deep systemic change that challenges deeply held norms and power structures. This means moving away from remedies that only work for individuals and towards changes in institutions and culture in order to achieve gender parity in academia. Table 4 Chronological Review of Literature Year Range Research Direction Description 1996–2008 Foundational Documentation of Gender Disparities Initial research focused on identifying and describing gender inequalities in access, enrollment, academic performance, and post-collegiate outcomes. This period established that women gained ground in higher education participation but faced persistent barriers in faculty representation and career progression. The literature also began to highlight the need to consider social interactions and cultural expectations influencing gendered educational trajectories. 2006–2012 Barriers to Women in STEM and Academic Careers Studies highlighted the challenges women face specifically in STEM fields and academic science careers, including underrepresentation, departmental resistance, and structural barriers. Research initiated to identify best practices and legislative changes that would help women get hired, stay in their jobs, and move forward in these fields. 2011–2014 Intersection of Gender with Institutional Structures and Policies The focus shifted toward understanding how institutional structures embed gendered practices and how gender intersects with race, class, and other identities. Theoretical perspectives on gender construction in academia expanded, emphasizing the role of institutional diversity, governance, and cultural biases that perpetuate inequality. 2017–2020 Gender Segregation and Career Progression Dynamics Researchers examined vertical and horizontal segregation, showing that women’s representation decreases in senior academic ranks despite their gains at junior levels. Studies analyzed promotion patterns, gendered retention, and the complex interplay of individual and structural factors influencing academic careers. The impact of gender quotas and the limitations of such policies began to be critically evaluated. 2021–2022 Gender Equality Plans and Systemic Cultural Challenges Scholarship critically assessed gender equality plans' effectiveness, emphasizing the importance of addressing power structures and organizational culture rather than tokenistic measures. Intersectionality gained prominence in analyzing compounded disadvantages due to race, caregiving, and other identities. Autoethnographic work illuminated lived experiences of exclusion and bias in academic environments. 2023–2024 Contemporary Analyses of Intersectionality, Policy Impact, and Global Perspectives Recent research integrates intersectional lenses to explore systemic challenges faced by women and gender minorities globally, including in STEM and non-STEM fields. Large-scale data analyses identify hiring and attrition patterns as central to faculty gender inequality. Policy interventions, such as gender quotas and equality plans, are evaluated for their practical impact. Regional studies highlight cultural and structural nuances, with calls for holistic and systemic reforms to foster sustainable gender equity in academia. Agreement and Divergence Across Studies The reviewed literature largely agrees that persistent gender inequalities characterize higher education, particularly in faculty representation, leadership roles, and STEM fields. There is strong consensus on the critical role of intersectionality in understanding compounded disadvantages arising from race, class, and caregiving responsibilities—factors frequently underrepresented in mainstream policy interventions. However, divergence emerges in assessments of policy effectiveness, especially concerning gender quotas and equality plans. While some studies acknowledge measurable progress, others point to limited impact or unintended side effects. These differences are often shaped by regional variations, disciplinary lenses, methodological preferences, and the scale of analysis, reflecting the complex and context-dependent nature of gender equity in academia Table 5 Comparison Criterion Comparison Criterion Studies in Agreement Studies in Divergence Potential Explanations Faculty Representation Disparity Most studies confirm underrepresentation of women, especially at senior faculty and leadership levels across regions and disciplines, with STEM and high-prestige fields showing pronounced disparities (Manna, 2024 ) (laberge et al., 2024 ) (Kam & Lee, 2024 ) (Abusalha, 2024) (Meschitti & Marini, 2022 ). Intersectional analyses highlight additional barriers faced by women of color and marginalized groups (Belluigi et al., 2024 ) (Misra et al., 2024 ) (Täuber, 2022). Persistent vertical segregation and the 'leaky pipeline' metaphor are widely accepted (Bystydzienski & Bird, 2006 ) (Meschitti & Marini, 2022 ). Some research points to variations in faculty representation dynamics; for example, one study notes minimal differences in female faculty representation between public and private institutions in certain South Korean fields, suggesting context-specific nuances (Kam & Lee, 2024 ). Studies also differ on whether hiring or attrition drives representation gaps, with some emphasizing hiring as primary (laberge et al., 2024 ) (Laberge et al., 2023 ), while others emphasize retention challenges ('Gender and retention patterns among U.S ',2023). Agreement stems from consistent empirical evidence of gender gaps globally; divergence reflects differences in geographic focus, data granularity (institution vs. Country), disciplinary scope, and temporal factors. Variations in institutional policies and cultural norms explain some context-specific outcomes. Differences in the sources of data and the ways they are analysed also make it hard to identify the main reasons for under-representation. Student Enrollment Patterns There is broad consensus that women have increased enrollment overall, with some regions and countries achieving or nearing gender parity or majority female enrollment, especially in undergraduate programs (Supriya, 2024) (Ezhilarasan et al., 2024 ) (Liu et al., 2022 ). Gender segregation by field persists, with women underrepresented in STEM and overrepresented in humanities and social sciences (Bowman et al., 2022 ) (Crawford & Silver, 2024 ) (Liu et al., 2022 ). Studies also agree that women in male-dominated majors often face social isolation and higher emotional burdens (Crawford & Silver, 2024 ). Some papers emphasize that enrollment parity can mask deeper disparities in postgraduate and doctoral levels, with women less represented in advanced STEM programs or senior academic roles, especially in countries like India (Supriya, 2024) (Khanna & Mukherjee, 2024 ) (Ezhilarasan et al., 2024 ). Others point to differing enrollment patterns by institutional type or selectivity (Kam & Lee, 2024 ). A few studies highlight under-enrollment of men in U.S. higher education, framing it as a gender crisis (Liu et al., 2022 ). Agreement reflects observable global trends of women's growing access to education and persistent field segregation. Divergences arise due to differences in education systems, cultural factors influencing subject choice, and the focus on different educational stages (undergraduate vs. Postgraduate). National and regional policies and socio-economic factors also shape enrollment disparities differently across contexts. Academic Performance Outcomes Studies generally agree that gender differences in academic performance are nuanced: women often perform equally or Better than men in many contexts, particularly when supported by female representation in faculty and peers (Bowman et al., 2022 ) (Borooah & Knox, 2023 ) (Crawford & Silver, 2024 ). Female instructors and peer representation correlate with improved academic outcomes for women, especially in STEM fields (Bowman et al., 2022 ) (Crawford & Silver, 2024 ). Some studies suggest that despite similar or better performance, women ºs career progression and outcomes Lag due to structural barriers unrelated to academic merit (Lörz & Mühleck, 2019 ) (Casad et al., 2022 ). Others note that performance differences explain only a minor part of career disparities (Lörz & Mühleck, 2019 ). There is debate about the role of “confidence culture” and emotional burdens impacting performance and persistence (Edwards, 2022 ) (Elliott & Blithe, 2020 ). Agreement is grounded in quantitative data showing performance parity or advantage when environments Supportive. Divergences stem from differences in disciplinary focus (STEM vs. Social sciences), methodological approaches (quantitative vs. qualitative), and attention to cultural and structural factors beyond performance itself. The role of non-academic factors (e.g., microaggressions, bias) complicates performance-outcome relationships. Intersectional Barriers There is strong agreement that intersectionality is critical to understanding compounded disadvantages for women belonging to racial, ethnic, class, caregiving, and marginalized gender identities (Manna, 2024 ) (Fay et al., 2021 ) (Khwaja, 2023 ) (Belluigi et al., 2024 ) (Täuber, 2022). Multiple studies highlight how intersectional faculty and student representation improves outcomes and how lack thereof exacerbates exclusion, stress, and isolation (Fay et al., 2021 ) (Edwards, 2022 ) (Misra et al., 2024 ). Some divergence exists in the extent to which policies and research adequately address intersectionality. Several papers critique gender equality plans and policies for focusing predominantly on cisgender women or failing to account for intersectional identities, limiting their effectiveness (Ruggi & Duvvury, 2022) (Clavero & Galligan, 2021 ) (Täuber, 2022). A number of autoethnographic studies emphasize that institutional progress on inclusion remains superficial for marginalized groups (Edwards, 2022 ). Agreement arises as intersectionality provides a comprehensive framework for analyzing complex inequalities. Divergence reflects differences in theoretical orientation, with critical race and feminist theories emphasizing intersectional approaches more strongly, versus more traditional policies focusing on gender alone. Methodological choices (quantitative vs. qualitative) and political/legal constraints also influence the focus and depth of intersectional analyses. Policy and Intervention Effectiveness Many studies recognize that gender equality plans (GEPs), quotas, and institutional reforms have had some positive effects in increasing female representation and raising awareness (Manna, 2024 ) (Park, 2020 ) (Forman-Rabinovici et al., 2023 ) (Bencivenga & Drew, 2021 ). There is agreement that systemic, structural reforms are needed beyond tokenistic measures, and that mentoring and leadership support improve women's career progression (Allen et al., 2021 ) (Edwards, 2022 ) (Bencivenga & Drew, 2021 ). There is debate about the efficacy and scope of such policies: some studies argue quotas improve entry-level representation but not senior leadership (Park, 2020 ); others note policy ineffectiveness in addressing harassment, power imbalances, or intersectional inequities (Ruggi & Duvvury, 2022) (Clavero & Galligan, 2021 ) (Täuber, 2022). The degree of backlash or resistance to gender policies is also variably reported (Forman-Rabinovici et al., 2023 ). Agreement is based on empirical evaluations and policy analyses showing positive but limited impacts. Divergences emerge due to differences in policy design, implementation context, cultural and institutional readiness for change, and measurement timeframes. Variations in scope (entry-level vs. leadership), regional and national political climates, and sociocultural attitudes toward gender equity influence policy outcomes. Qualitative critiques highlight deeper cultural and power dynamics less accessible to quantitative policy assessments. Theoretical and Practical Implications Theoretical Implications Institutional and Cultural Embedding of Inequality : The combined results show that gender inequality in higher education is deeply rooted in both institutional structures and cultural norms. This supports important feminist and intersectional theories that point out how systemic problems go beyond individual performance or freedom (Manna, 2024 ; Khwaja, 2023 ; Misra et al., 2024 ). These findings go against simple meritocratic ideas and show how important power relations and neoliberal market rationalities are in keeping disparities alive (Manna, 2024 ; David, 2022 ). Centrality of Intersectionality as a Theoretical Lens : Intersectionality is an important theoretical framework that shows how overlapping identities, like race, class, and caregiving responsibilities, make it even harder for women and gender minorities to succeed in school (Manna, 2024 ; Fay et al., 2021 ; Täuber, 2022). This shows how important it is to do more complex studies that go beyond binary gender models to include a range of identities and different types of marginalisation (Khwaja, 2023 ; Täuber, 2022). Support for Social Identity and Intergroup Theories : Even if enrolment and recruiting have become better, vertical segregation and the "glass ceiling" issue in academic faculty representation are still there. This is in line with ideas about social identity and competitiveness between groups. These theoretical frameworks explain why change is so slow because of opposition from majority groups and structural inertia (Meschitti & Marini, 2022 ; Park, 2020 ), which goes against individualistic views of gender-based differences. Challenge to Retention-Based Explanations : The fact that recruiting methods have a bigger effect on gender representation than attrition rates is a big problem for models that are mostly focused on keeping people. New ways of employing people that are more structural have been shown to be better at bringing about change (Laberge et al., 2024 ; Laberge et al., 2023 ), which improves the ideas that guide academic career development. Climate and Representation Theories Reinforced : The emotional and social experiences of women in academic contexts that are mostly female-minority vs mostly female-majority show how important climate and representation frameworks are. These frameworks say that representation affects emotions of belonging, academic success, and perseverance (Bowman et al., 2022 ; Crawford & Silver, 2024 ). This shows that equality includes environmental elements, not just numbers. Extension of Poststructuralist and Feminist Knowledge Critiques : The idea of epistemic injustice and the fact that women's academic contributions are often overlooked add to poststructuralist and feminist studies of inequalities in academic knowledge (Read, 2024 ; Misra et al., 2024 ). These kinds of findings call into question the norms for academic excellence and the methods in which information is established. Practical Implications Reforming Hiring Practices : Instead of just focussing on keeping employees, organisations should stress the importance of fair hiring practices that make it easier for women and other under-represented groups to get senior positions (Laberge et al., 2023 ). Embedding Intersectionality in Policy Design : Gender policies should include intersectional frameworks that look at more than just gender. They should also look at race, socioeconomic position, caregiving obligations, and other social factors that affect how well students do in school (Clavero & Galligan, 2021 ; Täuber, 2022). Strengthening Mentorship and Support Networks : Structured mentoring programs, leadership development programs, and peer networking opportunities could help female faculty and students feel less alone and stay in school longer, especially in fields where men are more common (Edwards, 2022 ; Allen et al., 2021 ). Cultural Transformation of Institutions : To really deal with deep-seated power dynamics, institutional culture, and microaggressions, successful interventions need more than just quotas and gender equality plans. Organisational structures must routinely include DEIB (Diversity, Equity, Inclusion, and Belonging) strategies (Ruggi & Duvvury, 2022; Fernandez et al., 2023 ). Localized and Context-Sensitive Implementation : Instead than using a one-size-fits-all approach, policies should be tailored to fit the needs of specific cultures, regions, and institutions. It is important to look at universal discoveries via the lens of localised views (Shuayto & Walters, 2023; Supriya, 2024). Monitoring, Evaluation, and Accountability : Schools should frequently check how well their efforts to promote gender equality are working using quantitative and Qualitative methods. To make sure that progress continues, policies need to be carried out with accountability frameworks (Park, 2020 ; Bencivenga & Drew, 2021 ). Table 6 Limitations of the literature Area of Limitation Description of Limitation Papers which have limitation Geographic Bias Many studies focus on specific countries or regions, limiting the generalizability of findings across diverse cultural and institutional contexts. This geographic concentration reduces external validity and may overlook region-specific factors influencing gender inequality. (Khwaja, 2023 ) (Shuayto & Walters, 2023) (Supriya, 2024) (Khanna & Mukherjee, 2024 ) (Ezhilarasan et al., 2024 ) (Henderson & Sabharwal, 2024 ) (Kam & Lee, 2024 ) (Mitra, 2023 ) (Horta & Tang, 2023 ) Methodological Constraints Predominance of qualitative or narrative reviews, such as autoethnographies and case studies, restricts the ability to generalize results. Small or non-representative samples and reliance on self-reported data introduce biases and limit causal inference. (Allen et al., 2021 ) (Edwards, 2022 ) (Crawford & Silver, 2024 ) (Elliott & Blithe, 2020 ) Intersectionality Underexplored Although intersectional factors are acknowledged, many studies lack comprehensive analysis of how intersecting identities (race, class, caregiving) compound gender disparities, weakening the depth of understanding and policy relevance. (Manna, 2024 ) (Fay et al., 2021 ) (Khwaja, 2023 ) (Edwards, 2022 ) (Read, 2024 ) (Täuber, 2022) Limited Longitudinal Data Few studies employ longitudinal designs to track gender disparities over time, hindering understanding of career progression dynamics and the long-term impact of interventions, thus affecting the robustness of conclusions about causality. (Lörz & Mühleck, 2019 ) (Park, 2020 ) Overemphasis on STEM Fields Research disproportionately focuses on STEM disciplines, neglecting gender inequality in social sciences and humanities, which limits the comprehensiveness of the literature and may bias intervention strategies. (Bowman et al., 2022 ) (Bystydzienski & Bird, 2006 ) (Reggiani et al., 2024 ) (Casad et al., 2022 ) Policy Evaluation Gaps There is insufficient empirical evaluation of the effectiveness of gender equality policies and interventions, with many studies highlighting implementation challenges but lacking rigorous outcome assessments, reducing evidence-based policy guidance. (Manna, 2024 ) (Lombardo et al., 2024 ) (Park, 2020 ) (Forman-Rabinovici et al., 2023 ) (Ruggi & Duvvury, 2022) (Clavero & Galligan, 2021 ) (Täuber, 2022) Data Limitations and Bias Use of databases and search engines with ranking algorithms (e.g., Google Scholar) may bias literature selection toward highly cited or downloaded works, potentially excluding relevant but less visible studies and skewing synthesis outcomes. (Edwards, 2022 ) (Täuber, 2022) Narrow Focus on Cisgender Women Several studies primarily focus on cisgender women, neglecting the experiences of transgender and nonbinary individuals, which limits inclusivity and the applicability of findings to the full spectrum of gender identities in academia. (Khwaja, 2023 ) (Reggiani et al., 2024 ) Lack of Comparative Cross-National Studies Few studies conduct systematic cross-national comparisons, limiting understanding of how different national policies and cultural contexts influence gender inequality, thereby constraining the transferability of findings. (Manna, 2024 ) (Belluigi et al., 2024 ) ("Equality, Diversity and Inclusion in Academia", 2022) Small or Homogeneous Samples Some empirical studies rely on small or demographically homogeneous samples, which restricts the external validity and may fail to capture the diversity of experiences within gender groups in higher education. (Edwards, 2022 ) (Crawford & Silver, 2024 ) (Abusalha, 2024) Table 7 Gaps in the Literature Gap Area Description Future Research Directions Justification Research Priority Intersectional Data Integration in Faculty Representation Many studies lack comprehensive intersectional data disaggregating faculty representation by race, ethnicity, gender identity, and other axes beyond binary gender categories. Develop large-scale, intersectional datasets that include non-binary and transgender identities, race, ethnicity, and caregiving status to analyze compounded disadvantages in faculty representation. Intersectionality is critical to understanding nuanced barriers faced by marginalized groups; current binary-focused data limits policy effectiveness and inclusivity (Manna, 2024 ) (Edwards, 2022 ) (Belluigi et al., 2024 ). High Longitudinal Impact of Gender Equality Plans (geps) Existing evaluations of geps often lack longitudinal data assessing sustained cultural and structural change beyond initial increases in female representation. Conduct longitudinal mixed-method studies tracking GEP implementation effects on institutional culture, power dynamics, and career progression over extended periods. Without long-term data, the transformative potential of geps remains unclear, limiting understanding of their true efficacy and areas needing improvement (Manna, 2024 ) (Clavero & Galligan, 2021 ) (Täuber, 2022). High Faculty Hiring Practices and Structural Bias While hiring is identified as more impactful than attrition for gender parity, subtle biases and structural barriers in recruitment and promotion processes remain underexplored. Investigate micro-level hiring and promotion decision-making processes using qualitative and experimental methods to uncover implicit biases and institutional resistance. Addressing hidden biases in hiring is essential to accelerate gender parity, especially in senior and leadership roles where progress is slow (laberge et al., 2024 ) (Laberge et al., 2023 ) (Park, 2020 ). High Experiences of Women in Women-Majority Fields Research often overlooks the experiences of women in women-majority academic fields, where devaluation and marginalization persist despite numerical representation. Conduct qualitative and ethnographic studies on women‚ Äôs academic and social experiences in women-majority fields to understand challenges related to field prestige and recognition. Women in women-majority fields face unique marginalization that affects career satisfaction and retention, which is underrepresented in current research (Crawford & Silver, 2024 ). Medium Impact of Faculty Gender on Student Success in Diverse Contexts Existing research shows female faculty positively influence female student outcomes, but this is mostly limited to STEM and Western contexts. Expand studies to diverse geographic and disciplinary contexts, including non-STEM fields and underrepresented regions, to assess faculty gender impact on student performance and retention. Broader understanding is needed to generalize findings and inform targeted faculty recruitment and support strategies globally (Bowman et al., 2022 ) (Fay et al., 2021 ) (Crawford & Silver, 2024 ). Medium Intersectionality in Policy Design and Implementation Policies often fail to incorporate intersectional perspectives, limiting their effectiveness in addressing the complex realities of marginalized women in academia. Develop and test intersectionality-informed policy frameworks that explicitly address multiple axes of identity and power relations in higher education institutions. Intersectional policy design is necessary to avoid one-size-fits-all approaches and to ensure equitable outcomes for all marginalized groups (Ruggi & Duvvury, 2022) (Clavero & Galligan, 2021 ) (Täuber, 2022). High Psychological Safety and Well-being of Marginalized Faculty Limited research addresses how gendered microaggressions, work-life conflict, and hostile climates affect psychological safety and career intentions. Employ mixed-methods research to explore the links between institutional climate, psychological safety, and retention among women and marginalized faculty, including intervention trials. Psychological safety is a key mediator of career persistence; understanding its determinants can inform supportive institutional practices (Elliott & Blithe, 2020 ) (Täuber, 2022). High Role of Caregiving and Family Responsibilities in Career Progression The impact of caregiving and family roles on women‚ Äôs academic career transitions and progression is insufficiently quantified and contextualized. Conduct longitudinal and comparative studies examining how caregiving responsibilities intersect with institutional policies and cultural norms to affect career trajectories. Care work disproportionately affects women‚ Äôs academic careers; targeted support is needed to mitigate these barriers (Manna, 2024 ) (Lörz & Mühleck, 2019 ) (Khanna & Mukherjee, 2024 ). High Underrepresentation of Women of Color and Marginalized Groups in Leadership Women of color and other marginalized groups remain severely underrepresented in senior academic and leadership positions, with mechanisms of exclusion underexplored. Investigate organizational processes of active exclusion, overinclusion, and passive exclusion through intersectional qualitative research focusing on leadership pathways. Understanding exclusion mechanisms is vital to designing interventions that promote diverse leadership and dismantle systemic barriers (Misra et al., 2024 ) (Edwards, 2022 ) (Belluigi et al., 2024 ). High Evaluation of Mentoring and Support Programs While mentoring is recognized as beneficial, there is limited rigorous evaluation of mentoring models tailored to intersectional identities and their impact on career advancement. Design and assess mentoring programs that are culturally responsive and intersectionally informed, using experimental or quasi-experimental designs to measure outcomes. Effective mentoring can improve retention and progression, but programs must be adapted to diverse needs to maximize impact (Edwards, 2022 ) (Allen et al., 2021 ). Medium Overall Synthesis and Conclusion There is a lot of research in the field of gender studies that shows that gender inequality in higher education is still systemic and complex. This is clear from the differences in faculty representation, student enrolment numbers, and academic performance metrics. Women still don't have enough senior teaching and leadership roles throughout the globe. The main reasons for this are hiring practices, not attrition rates, which have become the main force behind these gaps in representation. The deeply ingrained patriarchal cultures in institutions, the neoliberal market logics that are common, and the gendered power dynamics that are deeply ingrained all work together to create structural barriers that make gender quotas and equality initiatives much less effective. As a result, their benefits are mostly limited to entry-level positions, and the landscape of senior leadership positions stays mostly the same. Overall, the number of women who are enrolling in school has gone up. But this rise is quite different from the reality that women are still under-represented in STEM disciplines. Social, cultural, and familial expectations still force women into occupations that are historically dominated by women. Also, having female faculty members in academic institutions is very important for the success and retention of female students. This shows how important it is to have visible role models. However, hostile academic environments and widespread gender biases continue to block women's career advancement and overall well-being, especially in STEM and social science fields. Intersectionality is an important analytical framework for fully understanding the multiple disadvantages faced by women with multiple marginalised identities, such as those who are part of racial or ethnic minority groups, LGBTQ + individuals, or primary carers. However, this important framework is not always used consistently across different studies and policy implementations. Systemic exclusion, epistemic unfairness, and microaggressions hurt these disadvantaged groups more than they do others. This shows how important it is to create and put into action policies that address the many forms of inequality that these people face in their daily lives. Evaluations reveal that gender equality policies don't always work. These plans can raise awareness and may lead to small improvements in the number of women in leadership positions, but they often don't work as well when it comes to breaking down deeply ingrained cultural norms, pervasive power hierarchies, and the unequal burdens of care that disproportionately affect some groups. Effective strategic methods to promoting gender equality stress the need for mentorship connections, supportive leadership structures, and justice-oriented, intersectional frameworks that go beyond tokenistic measures and strive to bring about real change. To truly achieve gender equality in academia, we must create policies that are consistent and tailored to the specific needs of each situation. These policies should focus on creating significant changes in the way things are done, such as altering the cultures of institutions, addressing the demands of neoliberal thinking, and incorporating intersectionality in both research and everyday life. This is the only way to get rid of the gender inequalities that have been around for a long time in academia. Conclusion The examination of “Organisational Frameworks and Intersectional Obstacles: Investigating Gender Inequality in Higher Education” reveals that the enduring gender disparities in academic settings constitute both an institutional challenge and a significant human rights issue. International legal frameworks, including the Universal Declaration of Human Rights (1948, Art. 26), the International Covenant on Economic, Social and Cultural Rights (1966), and the Convention on the Elimination of All Forms of Discrimination Against Women (1979), affirm that the right to education must be universal and equitable, devoid of any discrimination. Numerous national constitutions, such as those of India, South Africa, Brazil, the United States, and the European Union, bolster these obligations by embedding the principles of equality and the right to education within their legal frameworks. This research reveals that existing organisational structures and overlapping obstacles contravene essential principles, consequently undermining enforceable rights on equality and human dignity. Organisational Frameworks and Intersectional Obstacles: An Analysis of Gender Inequality in Higher Education. In accordance with the Sustainable Development Goals (SDGs)—notably SDG 4 (Quality Education) and SDG 5 (Gender Equality)—the primary conclusion posits that the eradication of systemic inequities in higher education is imperative for fostering institutional reform and represents a legal and ethical duty to honour human rights commitments at both global and national tiers. Declarations Ethical Approval and Consent to Participate Not Applicable Conflict of Interests The authors declare that they have no conflicts of interest regarding this study. Funding The Authors received no funding for this study. Author Contribution A. Ravi Meda: Conceptualization; Methodology; Literature Review; Data Collection; Data Analysis; Writing – Original Draft.B. Dr. Masarah Mohamad Yusof: Writing – Review & Editing; Validation; Theoretical Framing; Human Rights Linkages.C. Prof. Dr. Azlinda Azman: Critical Revision; Supervision. Acknowledgement The authors would like to express their sincere gratitude to Prof. Dr. Azlinda Azman and Dr. Masarah Mohamad Yusof, as well as Universiti Sains Malaysia, for their significant support and contributions to this scholarly endeavor. References Abusalha, S. (2023). Towards gender equality in Hungarian universities. Periodica Polytechnica Social and Management Sciences null. 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Https://doi.org/10.59863/ymmx7538 Lombardo, E., Naldini, M., & Poggio, B. (2024). Gender inequalities in academia: Multiple approaches to closing the gap. Sociologia del Lavoro null . Https://doi.org/10.3280/sl2024-168001 Lörz, M., & Mühleck, K. (2019). Gender differences in higher education from a life course perspective: Transitions and social inequality between enrolment and first post-doc position. Higher Education , 77 (3), 381–402. Https://doi.org/10.1007/S10734-018-0273-Y Manna, A. L. (2024). Advancing gender equality in higher education and research: A contemporary perspective. Https://doi.org/10.59544/cbrk3818/icrcct24p100 Meschitti, V., & Marini, G. (2022). The balance between status quo and change when minorities try to access top ranks: A tale about women achieving professorship. Gender in Management: An International Journal , 38 (1), 17–35. Https://doi.org/10.1108/gm-04-2022-0141 Misra, J., Kane-Lee, E. S. W., Mickey, E. L., & Smith-Doerr, L. (2024). I don’t believe that I have been wanted: Processes of overinclusion and exclusion in racialized and gendered organizations. Social Problems null . Https://doi.org/10.1093/socpro/spae043 Mitra, R. (2023). Reviewing the indian higher education system: A gender specific perspective. International Journal of Science and Research null . Https://doi.org/10.21275/sr23115213951 Normative and practical challenges Gender Work and Organization , 28 (3), 1115–1132. Https://doi.org/10.1111/GWAO.12658 Park, S. (2020). Seeking changes in ivory towers: The impact of gender quotas on female academics in higher education. Women’s Studies International Forum, 79 null. Https://doi.org/10.1016/J.WSIF.2020.102346 Read, B. (2024). Gender equity in academic knowledge production: The influence of politics, power, and precarity . European Educational Research Journal. Reggiani, M., Gagnon, J., & Lunn, R. (2024). A holistic understanding of inclusion in STEM: Systemic challenges and support for women and LGBT + academics and phd students. Science Education null . Https://doi.org/10.1002/sce.21899 UN. (1948). Universal Declaration of Human Rights . United Nations. United Nations. (2015). Transforming our world: The 2030 Agenda for Sustainable Development . UN General Assembly. United Nations. (1979). Convention on the Elimination of All Forms of Discrimination Against Women . UN General Assembly. United States Constitution 14th Amendment. Additional Declarations No competing interests reported. Cite Share Download PDF Status: Posted Version 1 posted You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. 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disparity within the realm of higher education has emerged as a vital domain of scholarly investigation, attributable to its significant ramifications for social equity, institutional efficacy, and the generation of knowledge (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; David, \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Over the past several decades, the discipline has transitioned from a primary focus on access and enrollment discrepancies to a broader examination of faculty representation, academic achievement, and systemic obstacles entrenched within academic cultures (Buchmann et al., \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2008\u003c/span\u003e; Jacobs, \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e1996\u003c/span\u003e). This transformation signifies an increasing acknowledgment of higher education institutions as gendered environments wherein ingrained patriarchal frameworks exert influence over career paths and scholarly methodologies (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThe importance of this research is accentuated by the ongoing underrepresentation of women in senior academic positions and STEM disciplines, notwithstanding the fact that women represent the majority of students in higher education across numerous nations (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). For example, women continue to be significantly underrepresented in tenured faculty roles across various disciplines, with attrition and recruitment practices perpetuating existing disparities (Laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (\"Gender and retention patterns among U.S\", 2023).\u003c/p\u003e\u003cp\u003eThe particular issue addressed in this review pertains to the complex dimensions of gender inequality within higher education, with an emphasis on faculty representation, student enrollment, and academic achievement (Jacobs, \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e1996\u003c/span\u003e; Borooah \u0026amp; Knox, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Women are participating more, yet there are still gaps in leadership positions, pay fairness, and academic results (Kam \u0026amp; Lee, \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). A significant knowledge deficiency exists concerning how intersecting factors, such as institutional culture, policy efficacy, and intersectionality, contribute to these disparities (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; T\u0026auml;uber, 2022). Competing viewpoints contend with the degree to which structural reforms versus individual agency may alleviate inequality, with some advocating for policy initiatives such as gender quotas and equality frameworks, while others underscore the resistance inherent within academic cultures (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Ruggi \u0026amp; Duvvury, 2022). The implications of this knowledge gap encompass the perpetuation of inequities that obstruct diversity, innovation, and social justice within the academic sphere (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)(Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003cp\u003eThis review employs a conceptual framework that integrates gender representation, intersectionality, and institutional culture to scrutinize the causes and repercussions of gender inequality in higher education (Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Read, \u003cspan citationid=\"CR50\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Gender representation pertains to the proportional presence of women and marginalized genders among both students and faculty; intersectionality addresses the overlapping identities that shape experiences of discrimination; and institutional culture incorporates the norms and practices that uphold gendered power dynamics (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). This framework serves to guide the exploration of how these concepts interact to yield enduring disparities and informs the assessment of potential remedial measures.\u003c/p\u003e\u003cp\u003eThe aim of this systematic review is to synthesize contemporary research concerning gender inequality in higher education, concentrating on faculty representation, student enrollment, and academic performance, in order to clarify underlying causes, consequences, and efficacious interventions (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). By addressing the identified gaps, this review contributes to a comprehensive understanding that facilitates policy formulation and institutional transformation aimed at achieving gender equity (Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). The significance is in bringing together thoughts from many fields and real-world facts to create complete plans for changing the system.\u003c/p\u003e\u003cp\u003eThe review employs a qualitative synthesis methodology, selecting peer-reviewed studies that address gender disparities across multiple dimensions of higher education (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Analytical frameworks include intersectionality theory and organizational culture analysis, with findings organized thematically to reflect causes, effects, and solutions(Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). This structure facilitates a nuanced exploration of gender inequality and guides recommendations for future research and practice.\u003c/p\u003e\u003cp\u003eInequity in education extends beyond institutional policy and is recognised worldwide as a fundamental human right. Access to higher education should be universally free of charge. Furthermore, it must be free from any discrimination based on gender, socioeconomic status, race, ethnicity, and other intersecting identities (UN, \u003cspan citationid=\"CR52\" class=\"CitationRef\"\u003e1948\u003c/span\u003e Art. 26). The International Covenant on Economic, Social, and Cultural Rights (UN, 1966).\u003c/p\u003e\u003cp\u003eThe International Covenant on Economic, Social, and Cultural Rights and the Convention on the Elimination of All Forms of Discrimination Against Women explicitly prohibit discrimination in education. This necessitates that states endeavour to eliminate both structural and intersectional obstacles to accessing higher education. The constitutional frameworks in various nations reinforce these commitments: the Constitution of India enshrines equality before the law and prohibits discrimination based on sex (Articles 14\u0026ndash;15), while affirming the right to education (Article 21A); the Constitution of South Africa codifies equality (Section 9) and education (Section 29); the Equal Protection Clause of the United States Constitution (14th Amendment) provides a basis for contesting gender-based inequities; the Brazilian Constitution recognises equality (Article 5) and education as a universal right (Article 205); and the Charter of Fundamental Rights of the European Union guarantees access to education (Article 14) and the principle of non-discrimination (Article 21). The United Nations Sustainable Development Goals (SDGs), particularly SDG 4 (Quality Education) and SDG 5 (Gender Equality), endorse these legal stipulations. They advocate for equitable and inclusive educational opportunities and the cessation of gender-based disparities at all academic levels (UN, 2015). Examining the organisational and intersectional barriers within constitutional, international, and developmental frameworks reveals that gender inequality in higher education constitutes not only an institutional issue but also a breach of enforceable human rights obligations and a failure to fulfil global commitments to sustainable development.\u003c/p\u003e\n\u003ch3\u003ePurpose and Scope of the Review\u003c/h3\u003e\n\u003cdiv id=\"Sec3\" class=\"Section2\"\u003e\u003ch2\u003eStatement of Purpose\u003c/h2\u003e\u003cp\u003eThe primary aim of this study is to investigate the extant scholarship concerning gender inequality within higher education, with particular emphasis on faculty representation, student enrollment, and academic performance; this study seeks to elucidate the underlying causes, ramifications, and potential remedies to consolidate the current understanding of the complex dynamics of gender disparities in academic institutions. This analysis is of great significance as gender inequality continues to pose a formidable challenge that influences institutional culture, career advancement, student experiences, and educational outcomes. Through a rigorous examination of the causes and effects of these disparities, alongside an assessment of the efficacy of policy interventions and systemic reforms, the report aspires to furnish a holistic comprehension that can guide subsequent research, institutional strategies, and policy formulation aimed at fostering gender equity in higher education.\u003c/p\u003e\u003c/div\u003e\n\u003ch3\u003eObjectives\u003c/h3\u003e\n\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eTo critically assess the extant literature regarding gender disparities in the representation of faculty, the enrollment of students, and the academic performance metrics across various academic disciplines. A systematic evaluation of prevailing institutional policies and gender equity initiatives that are designed to mitigate systemic barriers prevalent within the domain of higher education. The identification and comprehensive synthesis of intersectional elements that contribute to gender inequality encompasses dimensions such as race, socioeconomic status, and caregiving obligations. To rigorously analyze and deconstruct the cultural and structural paradigms that sustain gendered power dynamics within the hierarchies of academia.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eTo systematically compare the efficacy of diverse solutions and interventions aimed at fostering gender equity in the recruitment of faculty members and the achievement of student success.\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e"},{"header":"Methodology of Literature Selection","content":"\u003cdiv id=\"Sec6\" class=\"Section2\"\u003e\u003ch2\u003eTransformation of Query\u003c/h2\u003e\u003cp\u003eTo undertake a systematic and thorough review, the initial research inquiry \u0026mdash; \u0026ldquo;gender inequality in higher education, with an emphasis on faculty representation, student enrollment, and academic performance; examining causative factors, consequences, and potential solutions\u0026rdquo; \u0026mdash; was reformulated into a series of more precise and concentrated search queries. This methodological approach guarantees that the search strategy encapsulates both broad and intricate dimensions of the subject matter.\u003c/p\u003e\u003cp\u003eBy disaggregating the primary research theme into subtopics (including faculty representation, intersectionality, policy interventions, and academic performance), the literature search is rendered more efficient and specifically targeted. Each sub-query was meticulously designed to retrieve scholarly works that correspond to distinct elements of the overarching research aim.\u003c/p\u003e\u003cp\u003eThis methodological framework facilitated the incorporation of literature across diverse academic disciplines, publication timelines, and methodological paradigms, thereby ensuring that specialized studies utilizing field-specific lexicon were not neglected. Consequently, the ultimate selection of sources represents both the depth and the breadth of the extant scholarship on gender inequality within the realm of higher education.\u003c/p\u003e\u003c/div\u003e\n\u003ch3\u003eTransformed Queries\u003c/h3\u003e\n\u003cp\u003eIn order to effectively implement the literature search methodology and guarantee a thorough examination of the research subject, the initially broad research inquiry was refined into a sequence of more targeted and thematically diverse search queries. These revised queries facilitated the discovery of pertinent studies that explore specific aspects of gender disparity within the realm of higher education.\u003c/p\u003e\u003cdiv id=\"Sec8\" class=\"Section2\"\u003e\u003ch2\u003eThe following queries were used:\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eGender disparity within the realm of higher education, with a particular emphasis on the representation of faculty, patterns of student enrollment, and academic performance; a comprehensive examination of the underlying causes, resultant effects, and potential solutions.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eAn inquiry into the intersectionality inherent in gender inequality within the domain of higher education: the ramifications for faculty representation, student experiences, and academic achievement.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eA thorough investigation of the systemic intersectional barriers that perpetuate gender inequality in higher education: a critical analysis of faculty representation, trends in student enrollment, and efficacious policy interventions.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eA detailed examination of the systemic barriers and intersectional factors contributing to gender disparities in faculty representation and academic achievement within higher education, with a focus on innovative strategies for enhancement.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eA thorough study of how race, gender, and socioeconomic position affect hiring and keeping professors in higher education, including finding problems and coming up with good ways to fix them.\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\n\u003ch3\u003eScreening Papers\u003c/h3\u003e\n\u003cp\u003eEach of the reformulated inquiries underwent a methodical search protocol informed by the established Inclusion and Exclusion Criteria. This methodological approach was implemented within a vast academic repository encompassing in excess of 270\u0026nbsp;million scholarly articles. Consequently, a cumulative total of 315 pertinent articles were discerned that corresponded closely with the investigative emphasis on gender disparity in higher education, particularly concerning faculty representation, student enrollment, academic achievement, and systemic impediments.\u003c/p\u003e\u003cp\u003e\u003cb\u003eCitation Chaining \u0026ndash; Identifying Additional Relevant Works.\u003c/b\u003e In order to augment the existing literature corpus and ascertain that no seminal works were neglected, citation chaining methodologies were utilized:\u003c/p\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eBackward Citation Chaining: For every selected foundational manuscript, the reference compilation was meticulously examined to pinpoint earlier seminal investigations. This made it easier to include both theoretical and empirical contributions that have had a big impact on how the field has changed over time.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eForward Citation Chaining: Each foundational manuscript was additionally traced in a forward direction to identify contemporary research that has referenced it. This methodological approach proved instrumental in capturing nascent trends, critical evaluations, and methodological innovations that have either augmented or contested prior conclusions.\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e"},{"header":"Results – Descriptive Summary of the Studies","content":"\u003cp\u003eThis section delineates the scholarly landscape pertaining to gender inequity within higher education, concentrating on faculty representation, student enrollment patterns, and academic performance metrics. The analysis encompasses 386 studies that traverse a variety of geographic locales, academic disciplines, and methodological frameworks, thereby offering a comprehensive understanding of the phenomenon.\u003c/p\u003e\u003cp\u003eThe body of literature elucidates the persistent systemic inequalities present within faculty ranks, the disproportionate involvement of students across various academic fields, and the differential academic outcomes attributable to gender. Numerous studies investigate intersectional dynamics, scrutinizing the interplay of gender with factors such as socioeconomic status, race, and caregiving responsibilities. Furthermore, the effectiveness of institutional and policy interventions is subject to rigorous evaluation.\u003c/p\u003e\u003cp\u003eThis comparative synthesis underscores context-dependent challenges, entrenched institutional norms, and disparate success rates of equity initiatives. It elucidates enduring discrepancies and emerging themes that are crucial for steering future research and developing policy reforms aimed at fostering gender equity within academic settings.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab1\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 1\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eLiterature focusing on Disparities\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"6\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c6\" colnum=\"6\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eStudy\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFaculty Representation Disparity\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eStudent Enrollment Patterns\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAcademic Performance Outcomes\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectional Barriers\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c6\"\u003e\u003cp\u003ePolicy and Intervention Effectiveness\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eManna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003ePersistent underrepresentation of women, especially in senior roles, influenced by patriarchal norms and neoliberalism\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWomen underrepresented in STEM; Caregiving impacts enrollment\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eGendered labor divisions affect scholarly productivity\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality highlights compounded disadvantages\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eGender Equality Plans show limited transformative impact due to resistance\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eLombardo et al., \u003cspan citationid=\"CR42\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender disparities vary by institutional and cultural contexts; neoliberalism exacerbates inequalities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment influenced by gendered cultural and institutional factors\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAcademic life constrained by gendered individual and institutional factors\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality and care work central to understanding disparities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003ePolicy approaches vary; actor- centered studies reveal power struggles\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFemale STEM instructors positively impact female student achievement\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eHigher female student representation in courses improves grades\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eFemale students perform better with female instructors, especially in math and CS\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eNot explicitly addressed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eNo direct policy evaluation; implications for faculty gender balance\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\"Gender Equality in Academia: FROM KNOWLE...\", 2022)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMale dominance persists in faculty and leadership; sexual harassment impacts women\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eGender imbalance in STEM and natural sciences departments\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eGender affects publishing and career progression\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race and diversity considered\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eInstitutional measures show mixed effectiveness; need for organizational change\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eL\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender gaps pronounced at early career transitions; family circumstances affect progression\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWomenʼs enrollment increasing but career transitions differ by gender\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePerformance differences minor; decisions to continue careers vary\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eFamily and social context influence gendered career paths\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eLimited policy focus; highlights need for support at transition points\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eFay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eIntersectional faculty representation improves student outcomes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eIntersectional representation linked to better academic performance\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eStudent success linked to faculty- student demographic matches\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality critical for understanding representation effects\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eRepresentation declines as equity improves; dynamic policy implications\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBystydzienski \u0026amp; Bird, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2006\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen underrepresented in STEM faculty; departmental Resistance to Change\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eSlow movement of women into STEM fields; barriers persist\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eBarriers affect retention and advancement\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race and minority status noted\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eBest practices identified; institutional transformation needed\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBuchmann et al., \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2008\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender disparities in faculty less emphasized; focus on early education\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eGender differences in enrollment and attainment across education levels\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePerformance gaps linked to cognitive and noncognitive factors\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eAmplification of gender differences by race and class\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for interdisciplinary research; limited policy focus\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eKhwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen concentrated in lower faculty ranks; leadership dominated by men\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWomen majority in student enrollment but uneven across fields\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eSTEM fields remain chilly for women; academic climate affects performance\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race, disability, and gender diversity emphasized\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eDiversity efforts ongoing but insufficient; systemic barriers persist\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(Shuayto \u0026amp; Walters, 2023)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen underrepresented in leadership; pay equity issues persist in MENA\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eIncreasing female enrollment but uneven across disciplines\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAcademic success linked to supportive governance and leadership\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectional factors include regional and cultural influences\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eRegional policies and governance strategies promote gender equity\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eDavid, \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2022\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomenʼs participation increased but inequality persists globally\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eGender parity in enrollment varies; class and race intersect\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eNeoliberalism exacerbates gendered inequalities in outcomes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectional inequalities reproduced under neoliberalism\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eFeminist perspectives highlight systemic barriers; policy impact limited\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eAllen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen underrepresented in senior leadership; intersectional barriers noted\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment growing but career progression hindered by systemic issues\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eCareer progression impeded by cultural and systemic barriers\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race, culture, and age emphasized\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eSystemic solutions proposed; global call for structural change\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eEdwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMarginalized women face exclusion and invisibility in academia\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eExperiences of exclusion affect student and staff belonging\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePsychological impacts of discrimination documented\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality central to understanding exclusion\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eMentoring and institutional support critical; policy often ineffective\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBank, \u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e2011\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender embedded in institutional structures; women underrepresented in leadership\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment patterns vary by discipline and culture\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eGender influences academic experiences and outcomes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality and queer theory applied\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eTheoretical frameworks inform policy but practical change limited\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eDeepika \u0026amp; Devardhi, \u003cspan citationid=\"CR18\" class=\"CitationRef\"\u003e2012\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender disparity pronounced in some educational aspects; women lag in leadership\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment disparities linked to social interactions and contexts\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eImpact of gender disparity on educational outcomes analyzed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with social class and culture considered\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eRemedial measures proposed but effectiveness varies\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eJacobs, \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e1996\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen fare well in access but disadvantaged in outcomes and experiences\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eAccess to higher education improving for women\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePost-collegiate outcomes show persistent gender gaps\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality less emphasized\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for differentiated explanations of gender inequality\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(Supriya, 2024)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFemale faculty representation low in senior roles in India\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eFemale enrollment rising, but uneven across PG and phd programs\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eEnrollment trends vary by discipline; barriers remain\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with socio- economic factors noted\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eBarriers to parity identified; need for targeted interventions\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eKhanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen underrepresented in senior academic positions in India\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eGender parity in enrollment but low in faculty leadership\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eCareer progression hindered by societal and institutional factors\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with caste, class, and caregiving roles\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eSupportive leadership and flexible policies facilitate advancement\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBorooah \u0026amp; Knox, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2023\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomenʼs participation varies by institution type and subject in Ireland\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWomen enroll more in universities than institutes; subject preferences differ\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eLittle gender difference in degree success rates post- enrollment\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality not deeply explored\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eInstitutional differences affect participation and performance\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003elaberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eHiring impacts gender parity more than attrition in US faculty\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eNot focus of study\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAttrition higher for women but less impact on overall representation\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality not primary focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003ePolicy modeling shows hiring reforms critical for parity\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eReggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen and LGBT\u0026thinsp;+\u0026thinsp;underrepresented in STEM faculty; systemic challenges\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment and retention affected by systemic inequities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eInequities impact career progression and well-being\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with gender and sexual identity emphasized\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eInstitutional accountability and systemic support needed\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBelluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGendered and racialized inequalities persist in UK academia\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWomenʼs participation varies by race and nationality\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eIntersectional disadvantages affect career outcomes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality central to analysis\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for race and nationality inclusion in gender policies\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eRead, \u003cspan citationid=\"CR50\" class=\"CitationRef\"\u003e2024\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender inequities in knowledge Passive exclusion in Academia\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eNot focus of study\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePrecarity and political climate\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with political and social\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for systemic change beyond\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\"Gender and retention patterns among U.S \", 2023)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen leave faculty positions at higher rates, especially in non- STEM and lower prestige\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eRetention affected by workplace climate and gendered reasons\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with career stage and institution type\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eRetention efforts should target gender- specific causes\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e(Abusalha, 2024)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen underrepresented in managerial and teaching roles in Hungary\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eGender equality plans aim to improve workplace equality\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality lightly addressed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eInstitutional policies focus on communication and culture\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eMitra, \u003cspan citationid=\"CR47\" class=\"CitationRef\"\u003e2023\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender disparity evident in Indian higher education enrollment and employability\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment low for women despite pass rates\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eEmployability limited despite educational gains\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with economic exclusion noted\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for enhanced access and equality of opportunity\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\"Equality, Diversity and Inclusion in Aca...\", 2022)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen underrepresented in senior academic and leadership roles globally\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment increasing but leadership gaps persist\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eGender biases affect productivity and career advancement\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race and nationality discussed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eMulti-country insights on gender actions and progress\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eMeschitti \u0026amp; Marini, \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e2022\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eVertical segregation persists; promotions influenced by gender representation and discrimination\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eDiscrimination at individual level limits promotion\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality not primary focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eInterplay of individual and structural factors critical\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eCasad et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen faculty face systemic biases in social sciences in US\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment high but disparities in rank and salary persist\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eCultural biases affect career outcomes and recognition\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race and class acknowledged\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eOrganizational change programs recommended\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(Ruggi \u0026amp; Duvvury, 2022)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender equality policy often narrows focus to women in senior roles\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eCare work and precarious staff overlooked in policies\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with precariousness and race sidelined\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for broader, intersectional gender transformation\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eBencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender equality plans harmonize EU And national Initiatives\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePlans promote structural change respecting diversity\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality considered in policy design\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eHarmonized strategies accelerate Gender equality Progress\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\" morerows=\"1\" rowspan=\"2\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eClavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\" morerows=\"1\" rowspan=\"2\"\u003e\u003cp\u003eGender equality plans often neglect power and culture in academia\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\" morerows=\"1\" rowspan=\"2\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\" morerows=\"1\" rowspan=\"2\"\u003e\u003cp\u003eOrganizational culture perpetuates gender inequalities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\" morerows=\"1\" rowspan=\"2\"\u003e\u003cp\u003eIntersectionality with epistemic justice emphasized\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eCalls for\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eJustice-oriented policy frameworks\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eLaberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eHiring more impactful than attrition for faculty gender parity\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAttrition higher for women but less effect on parity\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality not primary focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003ePolicy interventions should focus on hiring reforms\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eElliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen faculty face micro-aggressions and work-life conflict affecting well-being\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eStressors linked to psychological distress and job dissatisfaction\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality lightly addressed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eInstitutional support and climate change needed\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eLiu et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMen underrepresented in US college enrollment; women overrepresented\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment gender gap affects social and economic outcomes\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eNot focus of study\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality not primary focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eStrategies to attract male students discussed\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eLi \u0026amp; Koedel, \u003cspan citationid=\"CR40\" class=\"CitationRef\"\u003e2017\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFemale faculty underrepresented in STEM fields at selective US universities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eWage gaps explained by field, experience, productivity\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race and ethnicity analyzed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eNo wage premiums found for diversity improvements\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eHorta \u0026amp; Tang, \u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e2023\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender bias persists in Chinese academia; male and female perceptions differ\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eSubtle discrimination affects career advancement\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with social and biological factors\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eMale dominance and micropolitics reproduce inequality\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eKim, \u003cspan citationid=\"CR35\" class=\"CitationRef\"\u003e2023\u003c/span\u003e\u003cb\u003e)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFemale professors underrepresented in UAE STEM Departments despite support policies\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eComplex reasons beyond caregiving explain underrepresentation\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality lightly addressed\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eGendered organizational culture remains a barrier\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(\u003c/b\u003eFernandez et al., \u003cspan citationid=\"CR24\" class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eDisparities in leadership, funding, tenure, and salary in US health professions\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eStructured DEIB strategies proposed for institutional change\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with race and gender emphasized\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eTen- component approach recommended for equity advancement\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e(T\u0026auml;uber, 2022)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003ePolicy ineffectiveness linked to harassment and discrimination in European academia\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEnrollment not focus\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePsychological safety mediates career intentions\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eIntersectionality with multiple marginalized identities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c6\"\u003e\u003cp\u003eIntersectional approaches needed for effective policy design\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cdiv id=\"Sec11\" class=\"Section2\"\u003e\u003ch2\u003eFaculty Representation Disparity\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eMore than thirty real-world studies have shown that women are still under-represented in senior academic faculty and leadership roles in a variety of fields and locations. This is often due to patriarchal norms, institutional culture, and systemic barriers (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; \"Gender Equality in Academia: FROM KNOWLEDEGE\", 2022; Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eSeveral studies have shown that the methods used to hire faculty have a bigger effect on the balance of male and female faculty than the fact that faculty leave (Laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Laberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). This makes it even more important to change the way faculty are hired.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eIntersectional studies show the many problems that women of colour and other marginalised groups confront in schools, where they are often left out, included too much, or ignored (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eGender quotas and equality programs have helped get more women into academic leadership roles and entry-level faculty positions, but they don't have as much of an effect on senior leadership positions (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eCultural and institutional opposition, along with neoliberal market ideas, are getting in the way of big steps towards gender parity among faculty members (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Ruggi \u0026amp; Duvvury, 2022).\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec12\" class=\"Section2\"\u003e\u003ch2\u003eStudents Enrollment Patterns:\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eAbout 20 academic studies have looked at gender imbalances in college enrollment. They found that women are under-represented in STEM fields but over-represented in the humanities and social sciences (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eThere are big differences in how many students register in various countries and academic specialities. Some regions have achieved gender equality in access, but there are still differences in the number of women and men in postgraduate and doctorate programs (Supriya, 2024; Ezhilarasan et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Henderson \u0026amp; Sabharwal, \u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eSocietal, cultural, and family standards have a big effect on who signs up for classes, sometimes leading to gendered topic choices and limiting women's participation in certain academic fields (Henderson \u0026amp; Sabharwal, \u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Liu et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eSocioeconomic status and caregiving responsibilities are two examples of intersectional factors that have a big effect on both enrolment patterns and access to higher education (Ezhilarasan et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eMany studies show how important it is for faculty members to be diverse in terms of gender in order to help female students succeed and stay in school, particularly in fields that are usually male-dominated (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec13\" class=\"Section2\"\u003e\u003ch2\u003eAcademic Performance Outcomes\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eApproximately 15 academic studies have found that female students often perform as well as or better than male students, especially when there are more female faculty members (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Borooah \u0026amp; Knox, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eGender prejudice and hostile academic settings hurt women's academic success and career progress, especially in STEM and the social sciences (Casad et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eDifferences in performance aren't as important as differences in enrolment or representation. This suggests that structural problems, not individual skills, are the main causes of these unfairnesses (L\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Jacobs, \u003cspan citationid=\"CR30\" class=\"CitationRef\"\u003e1996\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eWomen who are marginalised have a harder time doing well in school because of intersectional barriers that include race and socioeconomic status (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eSupportive academic environments and mentoring are very important for helping women do well in school and stay involved in academics (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec14\" class=\"Section2\"\u003e\u003ch2\u003eIntersectional Barriers\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eMore than twenty scholarly studies show how important intersectionality is in the context of gender inequality. They show how race, socioeconomic status, caregiving responsibilities, and other social identities make differences worse (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eWomen of colour and people from marginalised groups often face exclusionary practices, a lack of visibility, and epistemic inequalities in the academic world (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eIntersectional frameworks show that many policies don't take into consideration the complex experiences of different women, which makes them less effective (Ruggi \u0026amp; Duvvury, 2022; Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eWomen have a hard time with their schoolwork because of the responsibilities that come with family and caring, particularly when they don't get help from schools (L\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e; Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eIntersectionality is an important idea for coming up with complete and effective solutions that take into account all the different types of inequality (Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec15\" class=\"Section2\"\u003e\u003ch2\u003ePolicy and Intervention Effectiveness\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003eAbout 20 academic studies look at gender equality tactics, quotas, and reforms. These studies show that there have been some improvements in representation but not enough changes in culture and structure (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eGender quotas usually lead to more women being hired at the beginning of their careers, but they don't always help women move up to higher positions of power, and they often don't take into account how different factors can affect each other (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003ePolicies that are in place aren't very effective because of institutional opposition, market-oriented mindsets, and a lack of focus on \"remediating women's issues\" instead of changing the way things are done (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Ruggi \u0026amp; Duvvury, 2022; Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eMentorship, supportive leadership, and well-thought-out DEIB (Diversity, Equity, Inclusion, and Belonging) initiatives are all examples of effective methods (Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Fernandez et al., \u003cspan citationid=\"CR24\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003eMany people agree that policy frameworks that are consistent, cross-cutting, and based on principles of justice are necessary for getting results that are fair and long-lasting (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec16\" class=\"Section2\"\u003e\u003ch2\u003eCritical Analysis and Synthesis\u003c/h2\u003e\u003cp\u003eThe body of research on gender inequality in higher education shows that there is a complex and ongoing problem with faculty representation, student enrolment, and academic success. Even while many studies provide strong empirical evidence and deep theoretical insights, there is still a disagreement between recognising systemic problems and the limited effectiveness of actions aimed at reducing them. Intersectionality is an important way to look at things, but its uneven use in different research makes it less likely to have a big effect. Also, the widespread acceptance of neoliberal market ideas and firmly held cultural beliefs makes it harder to push for real structural change. This often leads to a focus on individual-level solutions instead of changes to institutions. Evaluative studies of gender equality strategies, quotas, and Diversity, Equity, Inclusion, and Belonging (DEIB) initiatives show small improvements, like better representation at the beginning levels. At the same time, they show that it is very hard to deal with deep-seated inequalities. In short, the corpus of literature calls for more comprehensive, intersectional, and contextually aware methods that go beyond surface-level changes to bring about lasting and fair change in higher education institutions.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab2\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 2\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eCritical Analysis and Synthesis\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"3\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAspect\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eStrengths\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWeaknesses\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eFaculty Representation and Hiring Practices\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eComprehensive quantitative analyses demonstrate the dominant role of hiring over attrition in shaping gender representation among faculty, providing clear targets for intervention in recruitment processes. Studies also highlight the nuanced differences across disciplines and institutional types, offering detailed insights for tailored policy design.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eAlthough there is a lot of good data, many studies only look at binary gender categories, which makes it harder to comprehend the experiences of non-binary and transgender people. Moreover, the persistence of subtle biases and structural barriers in hiring and promotion processes is underexplored, with some research indicating that quotas may have limited or slow effects, especially in senior leadership roles.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eStudent Enrollment and Academic Performance\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eResearch effectively documents gender disparities in enrollment patterns, particularly in STEM fields, and links female representation in classrooms and faculty to improved academic outcomes for women. The life course perspective adds depth by tracing gendered transitions through educational stages, emphasizing the role of family and social contexts.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eMany studies rely on quantitative enrollment data without sufficiently addressing the qualitative experiences of students, especially those with intersecting marginalized identities. Additionally, the focus on enrollment parity often masks persistent inequalities in subject choice and progression to advanced degrees.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eIntersectionality and Marginalized Identities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eAdding intersectional frameworks helps us grasp the extra problems that women of colour, LGBTQ\u0026thinsp;+\u0026thinsp;people, and those who care for others experience. Autoethnographic and qualitative studies provide valuable lived experiences that reveal institutional exclusion and epistemic injustice.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eIntersectionality remains inconsistently applied, with many large-scale studies neglecting to disaggregate data by race, ethnicity, or other identities. Legislative and ideological constraints also limit full intersectional analyses in policy evaluations. This gap restricts the development of truly inclusive interventions.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eCultural and Structural Norms\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eCritical feminist and poststructuralist perspectives illuminate how entrenched patriarchal and neoliberal logics perpetuate gendered power dynamics in academia. The study makes it clear that microaggressions, hostile environments, and gendered expectations that hurt people's health and professional growth are still going on.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWhile cultural critiques are rich, empirical validation of how these norms translate into measurable outcomes is less developed. There is also a propensity to concentrate on Western contexts, which makes it harder to apply the results to other parts of the world. Institutions' unwillingness to modify their culture is still a big problem for policies to work.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003ePolicy Interventions and Gender Equality Plans\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eEvaluations of gender equality plans and quotas reveal some success in increasing female representation on academic boards and faculty ranks, with harmonized EU and national initiatives showing promise. Research-based systemic solutions emphasize the need for mentoring, leadership support, and structural reforms.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eA lot of policy assessments show that present interventions don't have a big effect on change, typically because they use tokenistic methods and don't pay enough attention to power dynamics. The slow pace of change and backlash effects are underreported, and there is a lack of longitudinal studies assessing sustained outcomes.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eAcademic Performance and Career Progression\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eStudies link gender representation to academic achievement, showing that female students benefit from female instructors and peer representation, particularly in STEM. Research also identifies gendered patterns in career transitions and attrition, with family circumstances playing a critical role.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eThere isn't much study on how performance measurements and systemic biases in assessment, publishing, and financing procedures affect each other. Focussing on quantifiable achievements could miss the important qualitative factors of career happiness and psychological safety that are important for keeping employees.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003eData Quality and Methodological Approaches\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eThe literature employs diverse methodologies, including large-scale longitudinal datasets, mixed methods, and autoethnographies, providing a rich evidence base. Quantitative studies offer robust statistical analyses that inform policy modeling.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eA few methodological problems include relying too much on binary gender categories, not having enough intersectional data, and maybe having biases in data sources like Google Scholar rankings. Qualitative studies often have small samples and limited generalizability, while quantitative research may insufficiently capture lived experiences and institutional cultures.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec17\" class=\"Section2\"\u003e\u003ch2\u003eThematic Review of the Literature\u003c/h2\u003e\u003cp\u003eStudies on gender inequalities in higher education demonstrate that there are still issues with faculty representation, student enrolment, and academic success. These differences are caused by many cultural, institutional, and intersectional factors that keep gendered power dynamics going in the academic world. A lot of studies show that present policies don't work well enough, which shows how important it is to make big changes and use ways that deal with both obvious and hidden kinds of prejudice. The academic debate further emphasises the significance of contextual differences\u0026mdash;across geographies, disciplines, and kinds of institutions\u0026mdash;and the crucial role of intersectionality in fully comprehending and tackling gender disparities on a global scale.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab3\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 3\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eThematic Review of the Literature\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"3\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eTheme\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eAppears In\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eTheme Description\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eFaculty Representation and Career Progression\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e25/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003ePersistent underrepresentation of women in faculty roles, especially in senior and tenured positions, is a major concern globally. Hiring practices have greater influence than attrition on gender disparities in faculty representation, with women facing barriers in promotion and leadership roles due to structural and cultural biases (laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Laberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e) (Abusalha, 2024). Intersectionality further complicates these patterns, with women of color and marginalized groups experiencing additional exclusion and overburdening (Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eStudent Enrollment and Participation Patterns\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e18/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eFemale student enrollment has increased in many regions, sometimes surpassing male enrollment; however, disparities persist across disciplines and degree levels, notably in STEM fields and higher research degrees (Supriya, 2024) (Ezhilarasan et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Liu et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Gendered expectations and socio-cultural barriers influence enrollment decisions, with women often concentrated in lower-paying or less prestigious fields (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Henderson \u0026amp; Sabharwal, \u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Enrollment trends also intersect with regional and socio-economic factors, affecting access and persistence (Mitra, \u003cspan citationid=\"CR47\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eAcademic Performance and Impact of Gender Representation\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e12/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eRepresentation of female faculty and peers positively correlates with academic achievement and persistence of female students, particularly in STEM disciplines (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Presence of women faculty serves as role models, boosting students' confidence and success. Nonetheless, performance gaps often relate more to institutional climate and inclusion than to ability (Borooah \u0026amp; Knox, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eIntersectionality and Multiple Identities\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e16/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eIntersectional analyses reveal that race, ethnicity, class, caregiving responsibilities, and other identities intersect to exacerbate gender inequality in academia (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Marginalized women face unique challenges including harassment, exclusion, and epistemic marginalization, which are often overlooked by one-dimensional gender policies (Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (T\u0026auml;uber, 2022). Intersectional representation improves outcomes but requires nuanced institutional responses (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eInstitutional Policies and Gender Equality Plans\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e15/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eGender Equality Plans (GEPs) and quotas have been implemented across regions with mixed effectiveness (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). While they often increase female representation in entry-level positions, they may fail to transform deeper cultural and structural barriers or reach senior leadership (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Ruggi \u0026amp; Duvvury, 2022). Sustainable change demands attention to power relations, organizational culture, and intersectional justice (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eCultural and Structural Norms in Academia\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e14/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eAcademia remains a gendered institution, shaped by patriarchal norms, neoliberal market logics, and masculine-coded power structures that restrict women's advancement (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Lombardo et al., \u003cspan citationid=\"CR42\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). These norms produce hostile climates, microaggressions, and gendered labor divisions that sustain inequality (Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e) (Horta \u0026amp; Tang, \u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). Resistance to change often derives from entrenched cultural expectations and power dynamics (Meschitti \u0026amp; Marini, \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eBarriers and Challenges Faced by Women in STEM\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e11/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eWomen in STEM fields confront distinct barriers including underrepresentation, hostile 'chilly' climates, sexual harassment, and exclusion from meaningful participation (Bystydzienski \u0026amp; Bird, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2006\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). These challenges make it harder to stay motivated, go along in your profession, and keep your job. Supportive faculty demographics and inclusive environments mitigate these effects (Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003ePsychological and Emotional Impacts of Gender Inequality\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e10/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eExperiences of isolation, imposter syndrome, and exclusion cause significant emotional distress among women faculty and students (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). Discrimination based on gender and microaggressions hurt people's health and sense of professional identity, which makes them less likely to stay in their jobs and be happy with their careers. Effective mentoring and institutional support are critical to counter these effects (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eRegional and Cultural Variations\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e9/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eGender inequality manifests differently across global contexts, influenced by cultural, socio-economic, and policy environments (Shuayto \u0026amp; Walters, 2023) (Supriya, 2024) (Henderson \u0026amp; Sabharwal, \u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)(Horta \u0026amp; Tang, \u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e2023\u003c/span\u003e). For example, Indian and Middle Eastern contexts highlight unique socio-cultural barriers, while European and North American studies emphasize policy effectiveness and intersectionality (Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Abusalha, 2024). Comparisons across countries show how important localised tactics are.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eSolutions and Intervention Strategies\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003e\u003cb\u003e8/50 Papers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eSuccessful strategies include gender-conscious hiring, mentoring, policy harmonization, and embedding diversity initiatives institutionally (Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Fernandez et al., \u003cspan citationid=\"CR24\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). However, tokenistic or narrowly focused interventions risk ineffectiveness without systemic cultural change (Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Ruggi \u0026amp; Duvvury, 2022). Holistic approaches addressing intersectionality and organizational culture are essential for sustainable gender equity (Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec18\" class=\"Section2\"\u003e\u003ch2\u003eChronological Review of Literature\u003c/h2\u003e\u003cp\u003eOver the last thirty years, there has been a lot of development in studies on gender differences in higher education. Researchers originally focused on how male and female students differed in terms of access, enrolment, faculty representation, and academic performance. These important studies showed surface-level patterns of inequality and stressed the need for more thorough and organised research. Researchers shifted their focus to figuring out the structural, cultural, and institutional reasons for these discrepancies. More and more, modern literature uses intersectional frameworks to look at how gender interacts with race, class, caregiving duties, and other identities to affect academic experiences and possibilities. There is also a growing focus on figuring out how well interventions like gender quotas, mentorship programs, and goals for gender equality work. Current academic discourse calls for deep systemic change that challenges deeply held norms and power structures. This means moving away from remedies that only work for individuals and towards changes in institutions and culture in order to achieve gender parity in academia.\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab4\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 4\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eChronological Review of Literature\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"3\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eYear Range\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eResearch Direction\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eDescription\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e1996\u0026ndash;2008\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFoundational Documentation of Gender Disparities\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eInitial research focused on identifying and describing gender inequalities in access, enrollment, academic performance, and post-collegiate outcomes. This period established that women gained ground in higher education participation but faced persistent barriers in faculty representation and career progression. The literature also began to highlight the need to consider social interactions and cultural expectations influencing gendered educational trajectories.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e2006\u0026ndash;2012\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eBarriers to Women in STEM and Academic Careers\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eStudies highlighted the challenges women face specifically in STEM fields and academic science careers, including underrepresentation, departmental resistance, and structural barriers. Research initiated to identify best practices and legislative changes that would help women get hired, stay in their jobs, and move forward in these fields.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e2011\u0026ndash;2014\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eIntersection of Gender with Institutional Structures and Policies\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eThe focus shifted toward understanding how institutional structures embed gendered practices and how gender intersects with race, class, and other identities. Theoretical perspectives on gender construction in academia expanded, emphasizing the role of institutional diversity, governance, and cultural biases that perpetuate inequality.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e2017\u0026ndash;2020\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender Segregation and Career Progression Dynamics\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eResearchers examined vertical and horizontal segregation, showing that women\u0026rsquo;s representation decreases in senior academic ranks despite their gains at junior levels. Studies analyzed promotion patterns, gendered retention, and the complex interplay of individual and structural factors influencing academic careers. The impact of gender quotas and the limitations of such policies began to be critically evaluated.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e2021\u0026ndash;2022\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eGender Equality Plans and Systemic Cultural Challenges\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eScholarship critically assessed gender equality plans' effectiveness, emphasizing the importance of addressing power structures and organizational culture rather than tokenistic measures. Intersectionality gained prominence in analyzing compounded disadvantages due to race, caregiving, and other identities. Autoethnographic work illuminated lived experiences of exclusion and bias in academic environments.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003e2023\u0026ndash;2024\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eContemporary Analyses of Intersectionality, Policy Impact, and Global Perspectives\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eRecent research integrates intersectional lenses to explore systemic challenges faced by women and gender minorities globally, including in STEM and non-STEM fields. Large-scale data analyses identify hiring and attrition patterns as central to faculty gender inequality. Policy interventions, such as gender quotas and equality plans, are evaluated for their practical impact. Regional studies highlight cultural and structural nuances, with calls for holistic and systemic reforms to foster sustainable gender equity in academia.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec19\" class=\"Section2\"\u003e\u003ch2\u003eAgreement and Divergence Across Studies\u003c/h2\u003e\u003cp\u003eThe reviewed literature largely agrees that persistent gender inequalities characterize higher education, particularly in faculty representation, leadership roles, and STEM fields. There is strong consensus on the critical role of intersectionality in understanding compounded disadvantages arising from race, class, and caregiving responsibilities\u0026mdash;factors frequently underrepresented in mainstream policy interventions. However, divergence emerges in assessments of policy effectiveness, especially concerning gender quotas and equality plans. While some studies acknowledge measurable progress, others point to limited impact or unintended side effects. These differences are often shaped by regional variations, disciplinary lenses, methodological preferences, and the scale of analysis, reflecting the complex and context-dependent nature of gender equity in academia\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab5\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 5\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eComparison Criterion\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"4\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eComparison Criterion\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eStudies in Agreement\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eStudies in Divergence\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePotential Explanations\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eFaculty Representation Disparity\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMost studies confirm underrepresentation of women, especially at senior faculty and leadership levels across regions and disciplines, with STEM and high-prestige fields showing pronounced disparities (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Kam \u0026amp; Lee, \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Abusalha, 2024) (Meschitti \u0026amp; Marini, \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Intersectional analyses highlight additional barriers faced by women of color and marginalized groups (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (T\u0026auml;uber, 2022). Persistent vertical segregation and the 'leaky pipeline' metaphor are widely accepted (Bystydzienski \u0026amp; Bird, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2006\u003c/span\u003e) (Meschitti \u0026amp; Marini, \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eSome research points to variations in faculty representation dynamics; for example, one study notes minimal differences in female faculty representation between public and private institutions in certain South Korean fields, suggesting context-specific nuances (Kam \u0026amp; Lee, \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Studies also differ on whether hiring or attrition drives representation gaps, with some emphasizing hiring as primary (laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Laberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e), while others emphasize retention challenges ('Gender and retention patterns among U.S ',2023).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAgreement stems from consistent empirical evidence of gender gaps globally; divergence reflects differences in geographic focus, data granularity (institution vs. Country), disciplinary scope, and temporal factors. Variations in institutional policies and cultural norms explain some context-specific outcomes. Differences in the sources of data and the ways they are analysed also make it hard to identify the main reasons for under-representation.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eStudent Enrollment Patterns\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eThere is broad consensus that women have increased enrollment overall, with some regions and countries achieving or nearing gender parity or majority female enrollment, especially in undergraduate programs (Supriya, 2024) (Ezhilarasan et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Liu et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Gender segregation by field persists, with women underrepresented in STEM and overrepresented in humanities and social sciences (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Liu et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Studies also agree that women in male-dominated majors often face social isolation and higher emotional burdens (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eSome papers emphasize that enrollment parity can mask deeper disparities in postgraduate and doctoral levels, with women less represented in advanced STEM programs or senior academic roles, especially in countries like India (Supriya, 2024) (Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Ezhilarasan et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Others point to differing enrollment patterns by institutional type or selectivity (Kam \u0026amp; Lee, \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). A few studies highlight under-enrollment of men in U.S. higher education, framing it as a gender crisis (Liu et al., \u003cspan citationid=\"CR41\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAgreement reflects observable global trends of women's growing access to education and persistent field segregation. Divergences arise due to differences in education systems, cultural factors influencing subject choice, and the focus on different educational stages (undergraduate vs. Postgraduate). National and regional policies and socio-economic factors also shape enrollment disparities differently across contexts.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eAcademic Performance Outcomes\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eStudies generally agree that gender differences in academic performance are nuanced: women often perform equally or Better than men in many contexts, particularly when supported by female representation in faculty and peers (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Borooah \u0026amp; Knox, \u003cspan citationid=\"CR7\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Female instructors and peer representation correlate with improved academic outcomes for women, especially in STEM fields (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eSome studies suggest that despite similar or better performance, women\u0026nbsp;\u0026ordm;s career progression and outcomes Lag due to structural barriers unrelated to academic merit (L\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e) (Casad et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2022\u003c/span\u003e). Others note that performance differences explain only a minor part of career disparities (L\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). There is debate about the role of \u0026ldquo;confidence culture\u0026rdquo; and emotional burdens impacting performance and persistence (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAgreement is grounded in quantitative data showing performance parity or advantage when environments Supportive. Divergences stem from differences in disciplinary focus (STEM vs. Social sciences), methodological approaches (quantitative vs. qualitative), and attention to cultural and structural factors beyond performance itself. The role of non-academic factors (e.g., microaggressions, bias) complicates performance-outcome relationships.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eIntersectional Barriers\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eThere is strong agreement that intersectionality is critical to understanding compounded disadvantages for women belonging to racial, ethnic, class, caregiving, and marginalized gender identities (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (T\u0026auml;uber, 2022). Multiple studies highlight how intersectional faculty and student representation improves outcomes and how lack thereof exacerbates exclusion, stress, and isolation (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eSome divergence exists in the extent to which policies and research adequately address intersectionality. Several papers critique gender equality plans and policies for focusing predominantly on cisgender women or failing to account for intersectional identities, limiting their effectiveness (Ruggi \u0026amp; Duvvury, 2022) (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (T\u0026auml;uber, 2022). A number of autoethnographic studies emphasize that institutional progress on inclusion remains superficial for marginalized groups (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAgreement arises as intersectionality provides a comprehensive framework for analyzing complex inequalities. Divergence reflects differences in theoretical orientation, with critical race and feminist theories emphasizing intersectional approaches more strongly, versus more traditional policies focusing on gender alone. Methodological choices (quantitative vs. qualitative) and political/legal constraints also influence the focus and depth of intersectional analyses.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003ePolicy and Intervention Effectiveness\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMany studies recognize that gender equality plans (GEPs), quotas, and institutional reforms have had some positive effects in increasing female representation and raising awareness (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e) (Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). There is agreement that systemic, structural reforms are needed beyond tokenistic measures, and that mentoring and leadership support improve women's career progression (Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eThere is debate about the efficacy and scope of such policies: some studies argue quotas improve entry-level representation but not senior leadership (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e); others note policy ineffectiveness in addressing harassment, power imbalances, or intersectional inequities (Ruggi \u0026amp; Duvvury, 2022) (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (T\u0026auml;uber, 2022). The degree of backlash or resistance to gender policies is also variably reported (Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAgreement is based on empirical evaluations and policy analyses showing positive but limited impacts. Divergences emerge due to differences in policy design, implementation context, cultural and institutional readiness for change, and measurement timeframes. Variations in scope (entry-level vs. leadership), regional and national political climates, and sociocultural attitudes toward gender equity influence policy outcomes. Qualitative critiques highlight deeper cultural and power dynamics less accessible to quantitative policy assessments.\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003c/div\u003e\u003cdiv id=\"Sec20\" class=\"Section2\"\u003e\u003ch2\u003eTheoretical and Practical Implications\u003c/h2\u003e\u003cdiv id=\"Sec21\" class=\"Section3\"\u003e\u003ch2\u003eTheoretical Implications\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eInstitutional and Cultural Embedding of Inequality\u003c/b\u003e: The combined results show that gender inequality in higher education is deeply rooted in both institutional structures and cultural norms. This supports important feminist and intersectional theories that point out how systemic problems go beyond individual performance or freedom (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). These findings go against simple meritocratic ideas and show how important power relations and neoliberal market rationalities are in keeping disparities alive (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; David, \u003cspan citationid=\"CR17\" class=\"CitationRef\"\u003e2022\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eCentrality of Intersectionality as a Theoretical Lens\u003c/b\u003e: Intersectionality is an important theoretical framework that shows how overlapping identities, like race, class, and caregiving responsibilities, make it even harder for women and gender minorities to succeed in school (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; T\u0026auml;uber, 2022). This shows how important it is to do more complex studies that go beyond binary gender models to include a range of identities and different types of marginalisation (Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e; T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eSupport for Social Identity and Intergroup Theories\u003c/b\u003e: Even if enrolment and recruiting have become better, vertical segregation and the \"glass ceiling\" issue in academic faculty representation are still there. This is in line with ideas about social identity and competitiveness between groups. These theoretical frameworks explain why change is so slow because of opposition from majority groups and structural inertia (Meschitti \u0026amp; Marini, \u003cspan citationid=\"CR45\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e), which goes against individualistic views of gender-based differences.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eChallenge to Retention-Based Explanations\u003c/b\u003e: The fact that recruiting methods have a bigger effect on gender representation than attrition rates is a big problem for models that are mostly focused on keeping people. New ways of employing people that are more structural have been shown to be better at bringing about change (Laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Laberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e), which improves the ideas that guide academic career development.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eClimate and Representation Theories Reinforced\u003c/b\u003e: The emotional and social experiences of women in academic contexts that are mostly female-minority vs mostly female-majority show how important climate and representation frameworks are. These frameworks say that representation affects emotions of belonging, academic success, and perseverance (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). This shows that equality includes environmental elements, not just numbers.\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eExtension of Poststructuralist and Feminist Knowledge Critiques\u003c/b\u003e: The idea of epistemic injustice and the fact that women's academic contributions are often overlooked add to poststructuralist and feminist studies of inequalities in academic knowledge (Read, \u003cspan citationid=\"CR50\" class=\"CitationRef\"\u003e2024\u003c/span\u003e; Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). These kinds of findings call into question the norms for academic excellence and the methods in which information is established.\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003c/div\u003e\u003c/div\u003e\u003cdiv id=\"Sec22\" class=\"Section2\"\u003e\u003ch2\u003ePractical Implications\u003c/h2\u003e\u003cp\u003e\u003cul\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eReforming Hiring Practices\u003c/b\u003e: Instead of just focussing on keeping employees, organisations should stress the importance of fair hiring practices that make it easier for women and other under-represented groups to get senior positions (Laberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eEmbedding Intersectionality in Policy Design\u003c/b\u003e: Gender policies should include intersectional frameworks that look at more than just gender. They should also look at race, socioeconomic position, caregiving obligations, and other social factors that affect how well students do in school (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e; T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eStrengthening Mentorship and Support Networks\u003c/b\u003e: Structured mentoring programs, leadership development programs, and peer networking opportunities could help female faculty and students feel less alone and stay in school longer, especially in fields where men are more common (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e; Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eCultural Transformation of Institutions\u003c/b\u003e: To really deal with deep-seated power dynamics, institutional culture, and microaggressions, successful interventions need more than just quotas and gender equality plans. Organisational structures must routinely include DEIB (Diversity, Equity, Inclusion, and Belonging) strategies (Ruggi \u0026amp; Duvvury, 2022; Fernandez et al., \u003cspan citationid=\"CR24\" class=\"CitationRef\"\u003e2023\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eLocalized and Context-Sensitive Implementation\u003c/b\u003e: Instead than using a one-size-fits-all approach, policies should be tailored to fit the needs of specific cultures, regions, and institutions. It is important to look at universal discoveries via the lens of localised views (Shuayto \u0026amp; Walters, 2023; Supriya, 2024).\u003c/p\u003e\u003c/li\u003e\u003cli\u003e\u003cp\u003e\u003cb\u003eMonitoring, Evaluation, and Accountability\u003c/b\u003e: Schools should frequently check how well their efforts to promote gender equality are working using quantitative and Qualitative methods. To make sure that progress continues, policies need to be carried out with accountability frameworks (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e; Bencivenga \u0026amp; Drew, \u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/li\u003e\u003c/ul\u003e\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab6\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 6\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eLimitations of the literature\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"3\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eArea of Limitation\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eDescription of Limitation\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003ePapers which have limitation\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eGeographic Bias\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMany studies focus on specific countries or regions, limiting the generalizability of findings across diverse cultural and institutional contexts. This geographic concentration reduces external validity and may overlook region-specific factors influencing gender inequality.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Shuayto \u0026amp; Walters, 2023) (Supriya, 2024) (Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Ezhilarasan et al., \u003cspan citationid=\"CR22\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Henderson \u0026amp; Sabharwal, \u003cspan citationid=\"CR27\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Kam \u0026amp; Lee, \u003cspan citationid=\"CR32\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Mitra, \u003cspan citationid=\"CR47\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Horta \u0026amp; Tang, \u003cspan citationid=\"CR28\" class=\"CitationRef\"\u003e2023\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eMethodological Constraints\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003ePredominance of qualitative or narrative reviews, such as autoethnographies and case studies, restricts the ability to generalize results. Small or non-representative samples and reliance on self-reported data introduce biases and limit causal inference.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eIntersectionality Underexplored\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eAlthough intersectional factors are acknowledged, many studies lack comprehensive analysis of how intersecting identities (race, class, caregiving) compound gender disparities, weakening the depth of understanding and policy relevance.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Read, \u003cspan citationid=\"CR50\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (T\u0026auml;uber, 2022)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eLimited Longitudinal Data\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFew studies employ longitudinal designs to track gender disparities over time, hindering understanding of career progression dynamics and the long-term impact of interventions, thus affecting the robustness of conclusions about causality.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(L\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e) (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eOveremphasis on STEM Fields\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eResearch disproportionately focuses on STEM disciplines, neglecting gender inequality in social sciences and humanities, which limits the comprehensiveness of the literature and may bias intervention strategies.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Bystydzienski \u0026amp; Bird, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2006\u003c/span\u003e) (Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Casad et al., \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e2022\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003ePolicy Evaluation Gaps\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eThere is insufficient empirical evaluation of the effectiveness of gender equality policies and interventions, with many studies highlighting implementation challenges but lacking rigorous outcome assessments, reducing evidence-based policy guidance.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Lombardo et al., \u003cspan citationid=\"CR42\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e) (Forman-Rabinovici et al., \u003cspan citationid=\"CR25\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Ruggi \u0026amp; Duvvury, 2022) (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (T\u0026auml;uber, 2022)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eData Limitations and Bias\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eUse of databases and search engines with ranking algorithms (e.g., Google Scholar) may bias literature selection toward highly cited or downloaded works, potentially excluding relevant but less visible studies and skewing synthesis outcomes.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (T\u0026auml;uber, 2022)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eNarrow Focus on Cisgender Women\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eSeveral studies primarily focus on cisgender women, neglecting the experiences of transgender and nonbinary individuals, which limits inclusivity and the applicability of findings to the full spectrum of gender identities in academia.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Khwaja, \u003cspan citationid=\"CR34\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Reggiani et al., \u003cspan citationid=\"CR51\" class=\"CitationRef\"\u003e2024\u003c/span\u003e)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eLack of Comparative Cross-National Studies\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eFew studies conduct systematic cross-national comparisons, limiting understanding of how different national policies and cultural contexts influence gender inequality, thereby constraining the transferability of findings.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (\"Equality, Diversity and Inclusion in Academia\", 2022)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eSmall or Homogeneous Samples\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eSome empirical studies rely on small or demographically homogeneous samples, which restricts the external validity and may fail to capture the diversity of experiences within gender groups in higher education.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003e(Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Abusalha, 2024)\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cp\u003e\u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab7\" border=\"1\"\u003e\u003ccaption language=\"En\"\u003e\u003cdiv class=\"CaptionNumber\"\u003eTable 7\u003c/div\u003e\u003cdiv class=\"CaptionContent\"\u003e\u003cp\u003eGaps in the Literature\u003c/p\u003e\u003c/div\u003e\u003c/caption\u003e\u003ccolgroup cols=\"5\"\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e\u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e\u003cthead\u003e\u003ctr\u003e\u003cth align=\"left\" colname=\"c1\"\u003e\u003cp\u003eGap Area\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c2\"\u003e\u003cp\u003eDescription\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c3\"\u003e\u003cp\u003eFuture Research Directions\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c4\"\u003e\u003cp\u003eJustification\u003c/p\u003e\u003c/th\u003e\u003cth align=\"left\" colname=\"c5\"\u003e\u003cp\u003eResearch Priority\u003c/p\u003e\u003c/th\u003e\u003c/tr\u003e\u003c/thead\u003e\u003ctbody\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eIntersectional Data Integration in Faculty Representation\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eMany studies lack comprehensive intersectional data disaggregating faculty representation by race, ethnicity, gender identity, and other axes beyond binary gender categories.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eDevelop large-scale, intersectional datasets that include non-binary and transgender identities, race, ethnicity, and caregiving status to analyze compounded disadvantages in faculty representation.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eIntersectionality is critical to understanding nuanced barriers faced by marginalized groups; current binary-focused data limits policy effectiveness and inclusivity (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eLongitudinal Impact of Gender Equality Plans (geps)\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eExisting evaluations of geps often lack longitudinal data assessing sustained cultural and structural change beyond initial increases in female representation.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eConduct longitudinal mixed-method studies tracking GEP implementation effects on institutional culture, power dynamics, and career progression over extended periods.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eWithout long-term data, the transformative potential of geps remains unclear, limiting understanding of their true efficacy and areas needing improvement (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eFaculty Hiring Practices and Structural Bias\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWhile hiring is identified as more impactful than attrition for gender parity, subtle biases and structural barriers in recruitment and promotion processes remain underexplored.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eInvestigate micro-level hiring and promotion decision-making processes using qualitative and experimental methods to uncover implicit biases and institutional resistance.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eAddressing hidden biases in hiring is essential to accelerate gender parity, especially in senior and leadership roles where progress is slow (laberge et al., \u003cspan citationid=\"CR37\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Laberge et al., \u003cspan citationid=\"CR36\" class=\"CitationRef\"\u003e2023\u003c/span\u003e) (Park, \u003cspan citationid=\"CR49\" class=\"CitationRef\"\u003e2020\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eExperiences of Women in Women-Majority Fields\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eResearch often overlooks the experiences of women in women-majority academic fields, where devaluation and marginalization persist despite numerical representation.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eConduct qualitative and ethnographic studies on women\u0026sbquo; \u0026Auml;\u0026ocirc;s academic and social experiences in women-majority fields to understand challenges related to field prestige and recognition.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eWomen in women-majority fields face unique marginalization that affects career satisfaction and retention, which is underrepresented in current research (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eMedium\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eImpact of Faculty Gender on Student Success in Diverse Contexts\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eExisting research shows female faculty positively influence female student outcomes, but this is mostly limited to STEM and Western contexts.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eExpand studies to diverse geographic and disciplinary contexts, including non-STEM fields and underrepresented regions, to assess faculty gender impact on student performance and retention.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eBroader understanding is needed to generalize findings and inform targeted faculty recruitment and support strategies globally (Bowman et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Fay et al., \u003cspan citationid=\"CR23\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (Crawford \u0026amp; Silver, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eMedium\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eIntersectionality in Policy Design and Implementation\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003ePolicies often fail to incorporate intersectional perspectives, limiting their effectiveness in addressing the complex realities of marginalized women in academia.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eDevelop and test intersectionality-informed policy frameworks that explicitly address multiple axes of identity and power relations in higher education institutions.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eIntersectional policy design is necessary to avoid one-size-fits-all approaches and to ensure equitable outcomes for all marginalized groups (Ruggi \u0026amp; Duvvury, 2022) (Clavero \u0026amp; Galligan, \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2021\u003c/span\u003e) (T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003ePsychological Safety and Well-being of Marginalized Faculty\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eLimited research addresses how gendered microaggressions, work-life conflict, and hostile climates affect psychological safety and career intentions.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eEmploy mixed-methods research to explore the links between institutional climate, psychological safety, and retention among women and marginalized faculty, including intervention trials.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003ePsychological safety is a key mediator of career persistence; understanding its determinants can inform supportive institutional practices (Elliott \u0026amp; Blithe, \u003cspan citationid=\"CR20\" class=\"CitationRef\"\u003e2020\u003c/span\u003e) (T\u0026auml;uber, 2022).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eRole of Caregiving and Family Responsibilities in Career Progression\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eThe impact of caregiving and family roles on women\u0026sbquo; \u0026Auml;\u0026ocirc;s academic career transitions and progression is insufficiently quantified and contextualized.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eConduct longitudinal and comparative studies examining how caregiving responsibilities intersect with institutional policies and cultural norms to affect career trajectories.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eCare work disproportionately affects women\u0026sbquo; \u0026Auml;\u0026ocirc;s academic careers; targeted support is needed to mitigate these barriers (Manna, \u003cspan citationid=\"CR44\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (L\u0026ouml;rz \u0026amp; M\u0026uuml;hleck, \u003cspan citationid=\"CR43\" class=\"CitationRef\"\u003e2019\u003c/span\u003e) (Khanna \u0026amp; Mukherjee, \u003cspan citationid=\"CR33\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eUnderrepresentation of Women of Color and Marginalized Groups in Leadership\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWomen of color and other marginalized groups remain severely underrepresented in senior academic and leadership positions, with mechanisms of exclusion underexplored.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eInvestigate organizational processes of active exclusion, overinclusion, and passive exclusion through intersectional qualitative research focusing on leadership pathways.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eUnderstanding exclusion mechanisms is vital to designing interventions that promote diverse leadership and dismantle systemic barriers (Misra et al., \u003cspan citationid=\"CR46\" class=\"CitationRef\"\u003e2024\u003c/span\u003e) (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Belluigi et al., \u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e2024\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eHigh\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003ctr\u003e\u003ctd align=\"left\" colname=\"c1\"\u003e\u003cp\u003e\u003cb\u003eEvaluation of Mentoring and Support Programs\u003c/b\u003e\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c2\"\u003e\u003cp\u003eWhile mentoring is recognized as beneficial, there is limited rigorous evaluation of mentoring models tailored to intersectional identities and their impact on career advancement.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c3\"\u003e\u003cp\u003eDesign and assess mentoring programs that are culturally responsive and intersectionally informed, using experimental or quasi-experimental designs to measure outcomes.\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c4\"\u003e\u003cp\u003eEffective mentoring can improve retention and progression, but programs must be adapted to diverse needs to maximize impact (Edwards, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2022\u003c/span\u003e) (Allen et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e).\u003c/p\u003e\u003c/td\u003e\u003ctd align=\"left\" colname=\"c5\"\u003e\u003cp\u003eMedium\u003c/p\u003e\u003c/td\u003e\u003c/tr\u003e\u003c/tbody\u003e\u003c/colgroup\u003e\u003c/table\u003e\u003c/div\u003e\u003c/p\u003e\u003cdiv id=\"Sec23\" class=\"Section3\"\u003e\u003ch2\u003eOverall Synthesis and Conclusion\u003c/h2\u003e\u003cp\u003eThere is a lot of research in the field of gender studies that shows that gender inequality in higher education is still systemic and complex. This is clear from the differences in faculty representation, student enrolment numbers, and academic performance metrics. Women still don't have enough senior teaching and leadership roles throughout the globe. The main reasons for this are hiring practices, not attrition rates, which have become the main force behind these gaps in representation. The deeply ingrained patriarchal cultures in institutions, the neoliberal market logics that are common, and the gendered power dynamics that are deeply ingrained all work together to create structural barriers that make gender quotas and equality initiatives much less effective. As a result, their benefits are mostly limited to entry-level positions, and the landscape of senior leadership positions stays mostly the same. Overall, the number of women who are enrolling in school has gone up. But this rise is quite different from the reality that women are still under-represented in STEM disciplines. Social, cultural, and familial expectations still force women into occupations that are historically dominated by women. Also, having female faculty members in academic institutions is very important for the success and retention of female students. This shows how important it is to have visible role models. However, hostile academic environments and widespread gender biases continue to block women's career advancement and overall well-being, especially in STEM and social science fields.\u003c/p\u003e\u003cp\u003eIntersectionality is an important analytical framework for fully understanding the multiple disadvantages faced by women with multiple marginalised identities, such as those who are part of racial or ethnic minority groups, LGBTQ\u0026thinsp;+\u0026thinsp;individuals, or primary carers. However, this important framework is not always used consistently across different studies and policy implementations. Systemic exclusion, epistemic unfairness, and microaggressions hurt these disadvantaged groups more than they do others. This shows how important it is to create and put into action policies that address the many forms of inequality that these people face in their daily lives. Evaluations reveal that gender equality policies don't always work. These plans can raise awareness and may lead to small improvements in the number of women in leadership positions, but they often don't work as well when it comes to breaking down deeply ingrained cultural norms, pervasive power hierarchies, and the unequal burdens of care that disproportionately affect some groups. Effective strategic methods to promoting gender equality stress the need for mentorship connections, supportive leadership structures, and justice-oriented, intersectional frameworks that go beyond tokenistic measures and strive to bring about real change. To truly achieve gender equality in academia, we must create policies that are consistent and tailored to the specific needs of each situation. These policies should focus on creating significant changes in the way things are done, such as altering the cultures of institutions, addressing the demands of neoliberal thinking, and incorporating intersectionality in both research and everyday life. This is the only way to get rid of the gender inequalities that have been around for a long time in academia.\u003c/p\u003e\u003c/div\u003e\u003c/div\u003e"},{"header":"Conclusion","content":"\u003cp\u003eThe examination of \u0026ldquo;Organisational Frameworks and Intersectional Obstacles: Investigating Gender Inequality in Higher Education\u0026rdquo; reveals that the enduring gender disparities in academic settings constitute both an institutional challenge and a significant human rights issue. International legal frameworks, including the Universal Declaration of Human Rights (1948, Art. 26), the International Covenant on Economic, Social and Cultural Rights (1966), and the Convention on the Elimination of All Forms of Discrimination Against Women (1979), affirm that the right to education must be universal and equitable, devoid of any discrimination. Numerous national constitutions, such as those of India, South Africa, Brazil, the United States, and the European Union, bolster these obligations by embedding the principles of equality and the right to education within their legal frameworks. This research reveals that existing organisational structures and overlapping obstacles contravene essential principles, consequently undermining enforceable rights on equality and human dignity. Organisational Frameworks and Intersectional Obstacles: An Analysis of Gender Inequality in Higher Education. In accordance with the Sustainable Development Goals (SDGs)\u0026mdash;notably SDG 4 (Quality Education) and SDG 5 (Gender Equality)\u0026mdash;the primary conclusion posits that the eradication of systemic inequities in higher education is imperative for fostering institutional reform and represents a legal and ethical duty to honour human rights commitments at both global and national tiers.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eEthical Approval and Consent to Participate\u003c/strong\u003e\u003cp\u003eNot Applicable\u003c/p\u003e\u003c/p\u003e\u003ch2\u003eConflict of Interests\u003c/h2\u003e\u003cp\u003eThe authors declare that they have no conflicts of interest regarding this study.\u003c/p\u003e\u003c/p\u003e\u003ch2\u003eFunding\u003c/h2\u003e\u003cp\u003eThe Authors received no funding for this study.\u003c/p\u003e\u003ch2\u003eAuthor Contribution\u003c/h2\u003e\u003cp\u003eA. Ravi Meda: Conceptualization; Methodology; Literature Review; Data Collection; Data Analysis; Writing \u0026ndash; Original Draft.B. Dr. Masarah Mohamad Yusof: Writing \u0026ndash; Review \u0026amp; Editing; Validation; Theoretical Framing; Human Rights Linkages.C. Prof. Dr. Azlinda Azman: Critical Revision; Supervision.\u003c/p\u003e\u003ch2\u003eAcknowledgement\u003c/h2\u003e\u003cp\u003eThe authors would like to express their sincere gratitude to Prof. Dr. Azlinda Azman and Dr. Masarah Mohamad Yusof, as well as Universiti Sains Malaysia, for their significant support and contributions to this scholarly endeavor.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eAbusalha, S. (2023). Towards gender equality in Hungarian universities. 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UN General Assembly.\u003c/span\u003e\u003c/li\u003e\u003cli\u003e\u003cspan\u003eUnited States Constitution 14th Amendment.\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":true,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true},"keywords":"Gender Inequality, Higher education, academic performance, Intersectionality, student enrollment, faculty representation","lastPublishedDoi":"10.21203/rs.3.rs-7636141/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-7636141/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eThis comprehensive review amalgamates research pertaining to gender inequality within the realm of higher education, emphasizing faculty representation, student enrollment, and academic performance; it seeks to elucidate the underlying causes, effects, and potential solutions to rectify enduring systemic disparities and the limitations imposed by current policies. The goal of this study was to objectively look at gender differences in different academic positions and fields, set standards for institutional regulations, find intersectional factors, break down cultural conventions, and evaluate how well different treatments work. A careful, organised look at a lot of worldwide research that used quantitative, qualitative, and hybrid methods was done, with a strong focus on intersectional frameworks and policy evaluations. The findings illuminate the persistent underrepresentation of women in senior faculty and leadership roles, revealing that hiring practices exert a more significant impact than attrition; enduring enrollment disparities within STEM disciplines are influenced by socio-cultural and caregiving dynamics; and academic performance benefits associated with the presence of female faculty persist despite the existence of hostile environments and structural biases. The concept of intersectionality shows how the disadvantages encountered by marginalised groups are much worse when they are combined, yet it is not always used consistently in research and policy. Evaluations of gender equality initiatives and quotas suggest modest advancements in representation, yet these efforts fall short of engendering substantial structural and cultural transformations, impeded by institutional resistance and the prevailing neoliberal market ideologies. These results show that gender imbalance in academia is complicated and that present efforts to fix it are not enough. This review accentuates the imperative for comprehensive, intersectional, and justice-oriented policies designed to dismantle systemic barriers and cultural norms in order to promote sustainable gender equity within higher education on a global scale.\u003c/p\u003e","manuscriptTitle":"Organisational Frameworks and Intersectional Obstacles: Investigating Gender Inequality in Higher Education","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2025-10-17 03:44:15","doi":"10.21203/rs.3.rs-7636141/v1","editorialEvents":[{"type":"communityComments","content":0}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"researchsquare","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":true,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"/submission","title":"Research Square","twitterHandle":"researchsquare","acdcEnabled":true,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"","inReviewEnabled":false,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"b52d3c2b-022c-4dcb-96e5-0d5e62849059","owner":[],"postedDate":"October 17th, 2025","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"posted","subjectAreas":[],"tags":[],"updatedAt":"2025-11-07T10:53:48+00:00","versionOfRecord":[],"versionCreatedAt":"2025-10-17 03:44:15","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-7636141","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-7636141","identity":"rs-7636141","version":["v1"]},"buildId":"8U1c8b4HqxoKbykW_rLl7","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}