A Bibliometric Study of University Based Innovation Ecosystems in BRICS

A Bibliometric Study of University Based Innovation Ecosystems in BRICS | 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 Systematic Review A Bibliometric Study of University Based Innovation Ecosystems in BRICS Ravi Shankar Rai This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8796375/v1 This work is licensed under a CC BY 4.0 License Status: Under Revision Version 1 posted 12 You are reading this latest preprint version Abstract 1. Introduction Innovation ecosystems centered around universities have become a major focus of academic and policy research. Universities not only generate knowledge but also play a critical role in regional development, startup creation, and technology transfer. In emerging economies, particularly the BRICS countries (Brazil, Russia, India, China, and South Africa), the role of higher education institutions (HEIs) in driving innovation has unique dynamics shaped by policy, economic, and institutional contexts. This study seeks to understand the scholarly landscape of university-based innovation ecosystems in BRICS through a bibliometric lens. 2. Objectives The objectives of this study are to map the intellectual and thematic evolution of UBIE research in BRICS, identify leading authors, institutions, journals, and countries, examine trends in cross-country collaboration, explore thematic convergence and divergence, and uncover research gaps and emerging areas within the innovation ecosystem literature. 3. Methodology A bibliometric analysis will be conducted using Scopus-indexed publications from 2000 to 2025. Keywords will include terms such as innovation ecosystem*" OR "entrepreneurial ecosystem*" OR "university-based innovation" OR "academic innovation" OR "technology ecosystem*" OR "triple helix" AND "university" OR "higher education institution*" OR "academic institution*" OR "HEI; combined with BRICS country names. VOSviewer and Bibliometrix (Biblioshiny) are used to produce visualizations and detect thematic trends, citation patterns, and co-authorship networks. 4. Results & Conclusion A bibliometric study of 294 publications (2000-2025) highlights a significant increase in research on University-Based Innovation Ecosystems (UBIE) in BRICS nations since 2013, driven by the Triple Helix model. While China leads in publications, Finland and Chile produce highly cited work. Key themes include entrepreneurship, digital innovation, and policy collaboration, grounded in Etzkowitz's theories. The study emphasizes UBIE's global importance, urging deeper collaboration and context-specific strategies for strengthening university-led innovation in developing economies. University-Based Innovation Ecosystems Triple Helix Model Innovation Ecosystems in BRICS University-Industry-Government Collaboration Entrepreneurial University Figures Figure 1 Figure 2 Figure 3 Figure 4 Figure 5 Figure 6 Figure 7 Figure 8 Figure 9 Figure 10 1. Introduction Innovation and regional economic development are becoming the important focus of universities beyond teaching and research. They are acting as key pillar in progressive innovation ecosystems by knowledge sharing, collaborations to meet societal needs and aggressively technology advancement. This is considered as “third mission” of universities which focus on the development by collaboration among businesses, communities and the government. University-based innovation ecosystem (UBIE) can be observed as growing interplay between the governments, businesses, civil societies and academic institutions. By facilitating collaboration, these ecosystems are providing crucial platforms for innovation promotion, technology and entrepreneurship development (Kordshouli et al., 2024). The success of such ecosystems are dependent on the macro policy factors e.g. legislation, innovative culture and access of funding. The construction of these ecosystems offers significant opportunities and challenges in emerging markets like the BRICS (Brazil, Russia, India, China, South Africa). These nations are moving away from being solely resource-based economies to one focused on innovation and knowledge (Cui et al., 2016). There is an expectation for universities to address critical shortcomings in infrastructure, commercialisation, and research. Nonetheless, this is a change that is not uniform; each country grapples with distinct organizational limitations, governance realities, and developmental obstacles. For instance, China's universities are at the forefront of global innovation thanks to its massive spending in research and higher education (Yang & Welch, 2012; Zhang et al., 2017). Universities' role in promoting inclusive innovation has significantly increased in India as a result of government measures supporting start-up incubators and entrepreneurial education (Rai et al., 2024). Despite institutional and economic obstacles, South Africa and Brazil continue to rely on their universities to foster technical advancement and regional development (Dalmarco et al., 2018; George et al., 2016). In the meantime, Russia has been working to improve industry-academia cooperation through institutional reforms and regulatory improvements (Jakubakynov et al., 2024). These nation-specific changes demonstrate that there is no "one-size-fits-all" approach to understanding university-based innovation ecosystems because they vary greatly. National policy agendas, institutional structures, and distinct histories all influence them (Rice et al., 2014; Yıldırım & Tunçalp, 2023). Although there is no denying that interest in these ecosystems has increased, the research that is now available is frequently dispersed and concentrates on specific instances or national regulations. However, there is usually lacking is a thorough, comparative viewpoint. A bibliometric method can help with that. By methodically examining vast amounts of scholarly literature, it bridges this gap by enabling scholars to monitor the evolution of the field, highlight key scholars, and find patterns in topics and cooperation. This approach provides a thorough grasp of how UBIEs are investigated in the BRICS nations as well as a comprehensive perspective. This paper does a comprehensive bibliometric analysis of the body of research on UBIEs in the BRICS nations. The focus is on tracing how research in this area has evolved over the past twenty years by examining peer-reviewed publications. Key areas of analysis include publication trends, citation patterns, author and institutional contributions, keyword usage, and collaboration networks. In line with this, the study addresses five core research questions: How has research on UBIE in BRICS countries progressed over time in terms of publication output and thematic focus? Who are the leading contributors—authors, institutions, journals, and countries—in this area of study? What major theoretical frameworks and themes underpin current UBIE research in emerging economies? How are collaboration networks, both domestic and international, shaping the development of UBIE research? Which areas remain underexplored, and what directions should future research take in the UBIE domain? 2. Background of study As economies worldwide shift from industry-driven models to knowledge-based ones, universities have taken on a much more central role in national innovation systems. They're no longer just about education and research; they're now seen as crucial drivers of innovation, entrepreneurship, and regional development (Baskaran & Mehta, 2016 ). This expanded role is captured by the idea of university-based innovation ecosystems (UBIEs), which emphasizes collaboration among universities, industries, governments, civil society, and even global partners. These ecosystems facilitate the shared creation and use of knowledge for both economic growth and social benefit. Universities function as a part of a dynamic, changing network that is influenced by institutional, cultural, and economic elements in these kinds of systems (Heaton et al., 2019 ). Given that the BRICS countries have similar resource limitations and development objectives; this concept is particularly pertinent to them. These ecosystems are nurtured differently in each of the BRICS countries. In Brazil, public entities have traditionally played a very important role in national research. The contributions of such institutions as the University of São Paulo have significantly enhanced particular fields and sectors—institutional strength has benefited health and agriculture (Carbonell et al., 2021 ). Governmental organizations in also fund innovation however, political instability and inconsistent policies, impede long-term progress toward building an innovation ecosystem in Brazil. Russia has been reforming its higher education system through programs intended to raise the standard of research and emphasize commercialization. Issues such as stringent regulations and lack of institutional autonomy have continued to constrain effective academic-industry collaboration despite efforts (Jakubakynov et al., 2024 ). Since economic liberalisation, India has intensified efforts to unleash the potential creativity of its higher education sector. The movement is spearheaded by institutions like the IITs and IIMs, facilitated by initiatives such as the Atal Innovation Mission. Hubs of innovation and incubators notwithstanding, challenges such as underfunded public institutions and inadequate industry relation emerge (Kandakatla et al., 2021 ). China invested much more and better in its higher education reform. It is through partnerships and research parks that universities akin to Tsinghua or Peking are critically engaged in innovation (Krishna et al., 2025 ). This impetus has been driven by strong government support, but questions still surround the extent of innovation and the long-term viability of such state-led approaches (Zou & Zhao, 2014 ). Universities in South Africa make an effort to strike a balance between long-standing socioeconomic disparities and research objectives. With assistance from government organisations, institutions actively participate in community engagement and research (Majee & Ress, 2020 ). However, the larger innovation drive is challenged by differences in resources and discussions over inclusivity. The BRICS alliance grew considerably in 2024 and early 2025 to include Indonesia, Egypt, Ethiopia, Iran, and the United Arab Emirates. These new participants are now included in the scope of this bibliometric study. An increasing number of BRICS countries are realising that innovation flourishes in interconnected ecosystems rather than isolated ones. A culture that encourages experimentation and entrepreneurship, institutional capability, and robust policy support are necessary for this (Gcume & Mohapeloa, 2025 ). Even while UBIE research has expanded in the BRICS environment, a large portion of it is still case-specific and fragmented. There are not many long-term or holistic studies, though. By generating an organized overview of the domain, underscoring major themes, noteworthy contributions, and spaces needing further exploration, bibliometric analysis helps to bridge this gap in knowledge. University synchronization with the country's innovation and advancement objectives demands a understanding of these systems. 3. Bibliometric study method Donthu et al., 2021, whose book "How to Perform a Bibliometric Analysis: A Comprehensive Guide and Recommendations" is a valuable resource in the field, provided the bibliometric approach used in this study. Their framework offers an organised method for carrying out bibliometric research, assisting researchers in four crucial steps: locating important search keywords, picking relevant sources, doing in-depth analysis, and synthesising the results. 3.1. Defining the search term A crucial part of any bibliometric study is choosing the appropriate search terms, which guarantee that a wide range of publications are included, even when different writers use different terminology for the same concepts. To choose a good set of keywords for this study that would reflect the essence of university-based innovation ecosystems (UBIE), both the literature and domain experts have been taken into consideration. "Triple helix," "university-based innovation," "academic innovation," "entrepreneurial ecosystem*," "innovation ecosystem*," and "technology ecosystem*" were among the terms used. These search terms made it easier to find a variety of scholarly publications about innovation systems. To make sure that only studies that were especially focused on the function of higher education were taken into consideration, phrases like "university," "higher education institution*," "academic institution*," and "HEI" were used to further refine the search. 3.2. Inclusion and Exclusion of the documents The study's inclusion criteria and keywords are listed in Table 1. The Scopus database, which is renowned for its extensive coverage of peer-reviewed literature, was used to conduct the study. Initially, 2,660 documents published between 2000 and 2025 were retrieved using a combination of keywords, including "innovation ecosystem*," "entrepreneurial ecosystem*," "university-based innovation," "academic innovation," "technology ecosystem*," and "triple helix," in addition to "university," "higher education institution*," "academic institution*," and "HEI*." When the search was narrowed to focus specifically on BRICS countries, 2,191 documents were excluded. The remaining documents spanned several relevant subject areas, including Business, Management, Social Sciences, Economics, Decision Sciences, Multidisciplinary fields, and Arts and Humanities. To maintain focus and ensure relevance, 71 documents that fell outside these subject areas were removed. Further filtering was applied to include only journal articles and review papers, leading to the exclusion of 79 more documents. We also excluded 24 non-English publications and one bibliometric study. After all refinements, the final dataset included 294 documents used for the bibliometric analysis. Table 1. Filtering Criteria/Search Term and Inclusion and Exclusion of Document. Criteria Exclude Include Search Term : "innovation ecosystem*" OR "entrepreneurial ecosystem*" OR "university-based innovation" OR "academic innovation" OR "technology ecosystem*" OR "triple helix" AND "university" OR "higher education institution*" OR "academic institution*" OR "HEI*" Year : 2000 – 2025 - 2660 Search Term countries : "Brazil" OR "Russia" OR "India" OR "China" OR "South Africa" OR "BRICS" OR "EGYPT" OR "ETHOPIA" OR "INDONESIA" OR "IRAN" OR "UAE" 2191 469 Subject area: Business, Management and Accounting, Social Science, Economics, Econometrics & Finance, Decision Sciences, Multidisciplinary, Arts & humanities 71 398 Document Category: Article and Reviews 79 319 Language: English only 24 295 Bibliometric paper 1 294 3.3. Bibliometric analysis Bibliometric analysis, a methodological approach that enables the symmetrisation and synthesis of the vast body of literature within specific subject areas, proves to be an essential tool in this study (Perrier, 2016). A Scopus analyser is employed to provide insightful and comprehensive reports and investigate the publication trends in the research field of auditing practices. The most well-known and prolific writers in this field are also identified and highlighted through citation analysis. Establishing a co-citation network also makes it easier to trace the complex citation patterns among influential works in the field (González, 2025). Building on this, co-occurrence analysis is used to identify themes in the field of UBIE research and to look at how different terms are used. Finally, a number of topic clusters that emerge from the extensive body of research on UBIE can be examined through the use of Bibliographic Coupling. 4. Bibliometric Findings and Interpretative Analysis 4.1 Temporal Trends in UBIE Research (2000–2025) Over the past two and a half decades, academic interest in university-based innovation ecosystems (UBIE) has grown steadily. From 2000 to 2012, the field was still emerging, with minimal scholarly contributions—most years registering fewer than five publications (Figure 1). This limited output reflects the early stage of conceptualizing the role of universities within broader innovation systems. A noticeable change began around 2013, with a gradual but consistent rise in research activity. By 2014, publication numbers had begun to climb, signalling increasing recognition of universities as active contributors to innovation and economic development. Momentum built further between 2016 and 2019, with consistent year-on-year growth. This period marked a shift toward more nuanced investigations of how universities engage with industries, governments, and entrepreneurial communities. The year 2022 saw a major jump, with more than 35 publications—a figure that likely reflects global shifts towards knowledge economies and policy-driven interest in university-industry collaboration. The years 2019–2021 experienced a temporary dip, likely due to the global disruptions of the COVID-19 pandemic, which slowed many academic and research activities. However, this was followed by a strong rebound in 2023 and 2024, with 39 and 45 publications respectively. These highs may partly reflect the publication of delayed research and renewed emphasis on university-driven innovation in post-pandemic recovery plans. Although 2025 shows a slight drop to 29 publications, this figure may not be final. Overall, the trend confirms a growing awareness of universities as vital components of innovation ecosystems, addressing economic and societal challenges through education, research, and collaboration. 4.2 Subject-Wise Distribution of UBIE Literature UBIE research spans multiple disciplines, illustrating its inherently interdisciplinary nature. Social sciences contribute the largest share, accounting for approximately 28% of the total literature, reflecting the field's strong links to policy, governance, and institutional analysis. Business, management, and accounting follow closely with 26.8%, underscoring the growing interest in entrepreneurial universities, commercialization strategies, and industry partnerships. Economics, econometrics, and finance represent around 11%, focusing on the broader economic impacts of university-led innovation, such as spillovers and regional development. Decision sciences (6.4%) and environmental science (6.2%) suggest scholarly attention to strategic decision-making and sustainability issues. Computer science (6.1%) highlights how digital technologies and smart systems increasingly influence academic innovation. Engineering’s 4.2% contribution reflects applied innovation and university roles in technological development. Though smaller, contributions from the arts, humanities, and multidisciplinary research (2.5% each) bring creative and integrative perspectives. Energy studies (2.4%) signal growing interest in university roles in sustainable energy innovation. Additional contributions from legal, health, and information sciences (3.9%) further expand the scope, indicating that UBIE is a broad-based research area intersecting with diverse societal needs. 4.3 Prominent Scholars in UBIE Research Key contributors to UBIE research are identified by an analysis of author productivity. Leading authors with six publications each include Almeida M., Cai Y., Fischer B., and Schaeffer P.R. Core topics like institutional frameworks, policy mechanisms, and the university's changing role in innovation systems are explored in their writings. With five articles each, Etzkowitz H. and Fischer B.B. are also noteworthy; Etzkowitz is especially known for having developed the Triple Helix model, which is a fundamental component of UBIE theory. With four papers each, Krishna V.V., Moraes G.H.S.M.d., and Park H.W. are additional significant authors who provide comparative and region-specific perspectives. With three publications under her belt, Bala Subrahmanya M.H. offers a useful viewpoint on how colleges promote entrepreneurship and innovation in developing nations. A broad and varied academic discussion regarding the role of universities in innovation is suggested by the participation of diverse authors from a range of disciplines and locations, underscoring the field's global, collaborative, and multidisciplinary nature. 4.4 Citation Metrics and Impact This section explores the particular papers that have had a major influence on the research environment at UBIE, analysing their significance using a range of citation metrics (Table 1). Table 1: Top Documents by Key Citation Metrics Document (Author, Year, Journal) Local Citations Global Citations LC/GC Ratio (%) Normalized Local Citations Normalized Global Citations ETZKOWITZ H, 2005, RES POLICY 14 213 6.57 1.75 1.77 ETZKOWITZ H, 2004, INT J TECHNOL GLOBALISATION 5 500 1 2.5 2.91 CHENG Y, 2019, INF DEV 5 22 22.73 6.67 0.85 LI M, 2020, ENTREP REG DEV 4 34 11.76 15.2 2.22 CAI Y, 2015, SCI PUBLIC POLICY 7 78 8.97 9 4.56 LIU Y, 2018, TECHNOVATION 7 78 8.97 6 2.84 EUN J-H, 2006, RES POLICY 6 192 3.13 2 1.9 LIU C, 2018, SCI PUBLIC POLICY 4 29 13.79 3.43 1.06 KIM H, 2012, SCIENTOMETRICS 4 28 14.29 2.67 0.78 ZAWISLAK PA, 2011, J TECHNOL MANAGE INNOV 4 22 18.18 4 1.24 Global Citations: Foundations of the Field Etzkowitz's 2004 article in the International Journal of Technology Globalisation is the most cited and maybe the most significant work in the field of UBIE, with 500 citations worldwide. This seminal work established the Triple Helix paradigm, which is still essential to comprehending the relationships between academia, business, and government. Even after twenty years of publishing, its durability and applicability confirm the robustness and consistency of its conceptual framework. The Triple Helix has not been replaced; rather, it still influences current discussions and directs fresh lines of inquiry in several disciplines. Local Citations: Field-Specific Relevance With 14 references from research with a UBIE focus, Etzkowitz's 2005 paper in Research Policy leads in local citations. This implies that although his 2004 work established theoretical underpinnings, the 2005 work makes a more direct contribution to methodological and empirical advancements in the field. Etzkowitz's prominence in UBIE studies is strengthened by this dual influence, both local and global. LC/GC Ratio: Measuring Intra-Field Influence The LC/GC ratio contrasts a paper's wider citation reach with its impact within the UBIE literature. Despite having a relatively low total number of citations worldwide, Cheng Y.'s 2019 work has the greatest ratio (22.73%), indicating that it has a strong resonance within the UBIE research community. By addressing particular issues or presenting fresh ideas, new research is having a major local impact, even while fundamental works still serve as a general guide for the discipline. Normalized Citation Metrics: Adjusting for Time A fair comparison is provided by normalised citations, which take into consideration the length of time an article has been available for reference. The large number of normalised local citations (15.2) in Li M.'s 2020 work suggests rapid acceptance and contemporary relevance. The work published in 2015 by Cai Y. has the most normalised worldwide citations (4.56), indicating its long-term impact. Etzkowitz's 2004 work is once more highlighted, and its high normalised global citation score (2.91) confirms its continuing influence. 4.5 Global Contributions and Country-Level Insights This section analyzes the geographical distribution of UBIE research influence, based on country-level citation metrics, providing a macro-level view of global contributions (Table 2). Total citation metrics show that China leads the global UBIE research effort, with 1,071 citations. This reflects national policies encouraging academic contributions to innovation ecosystems. Brazil ranks second with 647 citations, highlighting significant engagement from the Global South. The UK (380 citations), Finland (281), and Korea (237) follow, illustrating global interest and diversity in contributions. Table 2: Country-Level Citation Metrics Country TC (Total Citations) Average Article Citations CHINA 1071 14.3 BRAZIL 647 15.8 UNITED KINGDOM 380 31.7 FINLAND 281 70.2 KOREA 237 59.2 INDIA 144 6.9 CHILE 131 65.5 USA 108 13.5 SOUTH AFRICA 96 9.6 HONG KONG 78 26.0 However, when normalized by number of articles, Finland emerges as a leader with an average of 70.2 citations per publication, followed by Chile (65.5) and Korea (59.2). This suggests these countries produce highly impactful research despite smaller output. In contrast, China (14.3) and the USA (13.5) show lower average citations, indicating a focus on volume. The comparison between China’s broad publication base and Finland’s concentrated high-impact work highlights differing national strategies: scale versus depth. 4.6 Co-Citation Analysis: Intellectual Structure Co-citation analysis provides insights into how influential authors are grouped in the field based on shared references. Four main clusters emerge (Figure 4): Blue Cluster: This group, centered on Etzkowitz, reflects the theoretical core of UBIE research, including key figures like Zhou C., Ranga M., and Lundvall B.A. These scholars emphasize systemic models such as the Triple Helix and national innovation systems. Green Cluster: Focused on Asian contexts, this cluster includes authors like Liu Y., Cai Y., and Wang Y., emphasizing regional development and innovation policy in East Asia. The presence of many Chinese scholar’s underscores China's prominence in UBIE research. Yellow Cluster: This group focuses on university entrepreneurship and commercialization. Authors like Perkmann M., Carayannis E.G., and Eisenhardt K.M. examine how universities engage in spin-offs, IP management, and the broader innovation economy. Red Cluster: Concentrated on regional ecosystems and economic development, this group includes Audretsch D.B., Shane S., and Guerrero M., focusing on how universities impact their local and regional environments. The map reflects a balanced blend of foundational theory and specialized applications, with Etzkowitz’s work forming a central node linking different thematic areas. The co-citation analysis reveals several important dynamics within the UBIE research field: Foundational Core: The central and highly co-cited position of Etzkowitz H. and the coherence of the blue cluster confirm that the Triple Helix model and related innovation system theories form the bedrock of UBIE research. These foundational works continue to be essential references across various sub-fields. Thematic Specialization: The clear delineation of distinct clusters (e.g., Asian contexts, university entrepreneurship, regional innovation) indicates a healthy specialization within the UBIE field. In order to gain a deeper and more complex understanding, researchers are focussing on particular facets and uses of university-led innovation. Global Perspectives: The co-citation analysis highlights the truly global nature of UBIE research, with authors from a wide range of countries—especially within the green cluster—contributing to the field. This indicates that interest in innovation ecosystems is not limited to Western academic institutions but is being actively explored and adapted in different regional and national contexts. Interconnectedness: Strong links between clusters are also seen in the network, indicating that different fields of expertise are not functioning independently. Scholars frequently expand on one another's work by exchanging concepts and approaches related to various subjects. Notably, Etzkowitz H. holds a pivotal role in the network, acting as a vital conduit between more applied or regionally orientated research and basic theory. Overall, the analysis provides a thorough understanding of the UBIE research's intellectual framework. It shows how well-established theoretical models work as well as how the discipline is still evolving into new areas including international perspectives, regional development, and academic entrepreneurship. This blend of innovation and continuity points to a developing field that is adaptable to shifting global issues. 4.7 Bibliographic Coupling: Shared References and Research Networks By comparing references, bibliographic coupling identifies intellectual proximity between publications, papers, and nations. There is a strong thematic cluster of journals that focus on strategy and university-industry ties, including Technological Forecasting and Social Change, Technology Analysis & Strategic Management, and Industry and Higher Education (Figure 5). The focus of other groups, such as Sustainability, Journal of Open Innovation, and Science and Public Policy, is on sustainability and policy. Journals that emphasise methodological rigour include PLOS ONE and Scientometrics (Figure 6). In the network, Etzkowitz's 2004 paper is once more a key document, and the US, UK, and China exhibit strong bibliographic connectedness. Emerging economies such as Brazil and India also feature prominently, indicating growing scholarly collaboration in UBIE research from the Global South (Figure 7). 4.8 Co-occurrence analysis The most frequently occurring keyword in the dataset is "triple helix", appearing 81 times, indicating its central role in shaping theoretical frameworks related to UBIE (Figure 8; created using Biblioshiny). The Triple Helix model, which emphasizes the collaboration between universities, industries, and governments, forms the bedrock of many academic discussions in this area. This prominence suggests that much of the scholarly output is grounded in institutional theory and cross-sectoral innovation dynamics. The term "innovation", with 71 occurrences, ranks as the second most cited keyword. Its high frequency reflects the core focus of the field—understanding how universities contribute to and catalyze innovation in regional and national contexts. Following closely is "China" with 61 mentions, highlighting the country's substantial representation in the literature. This may reflect China's significant policy focus on university-led innovation and its increasing academic output on the subject. Keywords like "university sector" (38 occurrences) and "innovation ecosystem" (33 occurrences) also appear prominently. These terms suggest a strong research interest in the structural and functional roles of universities within broader innovation networks. Regional focus is evident in keywords such as "Brazil" (23 mentions), indicating an emerging body of work that examines innovation ecosystems in the context of Latin America and other developing regions. Terms like "university" (20), "government" (18), "entrepreneur" (17), and "entrepreneurial university" (17) reveal the multi-stakeholder nature of UBIE research. They show that researchers are investigating how different actors, including policymakers and entrepreneurs, interact with academic institutions to foster innovation. The mention of “entrepreneurial university” also signifies a conceptual shift from traditional academic roles toward more commercially and socially engaged models of higher education institutions. The keyword co-occurrence map (Figure 9) created using VOSviewer presents five major thematic areas in the study of University-Based Innovation Ecosystems (UBIE), each representing an important stream of scholarly inquiry. One of the key clusters, marked in blue, revolves around concepts such as innovation ecosystem, regional innovation systems, and entrepreneurial ecosystems. It features countries like Brazil and terms related to developing economies, indicating a strong focus on how universities contribute to innovation and entrepreneurship in regional and national contexts, particularly within emerging markets. The green cluster emphasizes the role of the university sector in technological development and scientific research. The prominence of keywords like knowledge, patents, artificial intelligence, and science and technology emphasises the value of universities as hubs for the development of new knowledge and cutting-edge technologies. This demonstrates how research and innovation have traditionally been fostered by institutions. Research on universities' transformation into entrepreneurial establishments is concentrated in the red cluster. Sustainability, industry collaboration, and entrepreneurship are important issues. This body of work examines how educational institutions are progressively embracing business-minded methodologies, coordinating research and instruction with industry needs and wider societal concerns. With a particular focus on China, the yellow cluster highlights the function of public policy, government, and particular national contexts. It draws attention to the ways that institutional frameworks and policy choices influence the growth of innovation ecosystems. Words like "communication" and "knowledge economy" refer to the wider frameworks that universities operate within. The purple cluster concentrates on topics including artificial intelligence, local government, social networks, and teamwork. This indicates a growing interest in the ways that local relationships and digital technology foster innovation. The Triple Helix model, which is still a fundamental idea in UBIE research, is at the heart of all these themes. The model offers a unifying framework that connects the disparate lines of research by highlighting the interactions between academia, business, and government. This aids in the explanation of the composition and operation of innovation ecosystems in diverse geographical locations. 5. Implications The bibliometric analysis of the field indicates that University-Based Innovation Ecosystems (UBIE) is a dynamic and ever-evolving topic. Much of the research is still influenced by fundamental ideas, particularly those expressed by Etzkowitz, even though more recent, specialised studies are leading the field in new directions. It is noteworthy that UBIE research has a global reach, with noteworthy contributions from numerous countries demonstrating its relevance on a global scale. The findings emphasise how important it is for researchers to balance new findings with what is already known. Understanding basic theories thoroughly gives researchers a strong basis, and by interacting with recent work, like the seminal studies of Li M. (2020), researchers can address current issues and apply innovative approaches. Policymakers and institutions can also gain important insights. Countries like China and Brazil, which produce a lot of research overall, might benefit from concentrating on how to translate scholarly work into real-world applications. Finland and Chile, two nations that publish fewer but highly cited studies, ought to work to broaden their audience through global partnerships and increased awareness. According to the data, national strategies ought to be tailored to the unique advantages of each nation rather than using a standardised methodology. Finally, the study promotes more extensive international cooperation. There is a compelling argument for growing research networks given the significant contributions from emerging economies and the high-impact studies conducted by smaller countries. Increased partnership diversity will benefit the field and aid in the development of innovation models that can be tailored to various social and economic policies. 6. Conclusion The findings of this bibliometric analysis paint a clear picture of how research on University-Based Innovation Ecosystems (UBIE) has developed. The field is still influenced by the Triple Helix model, which remains the main theoretical framework for analysing the functions and relationships of academia, industry, and government in innovation. The main theme, both in terms of language and the study's overall focus, is innovation itself. The fact that a sizable percentage of the articles originate from countries like China and Brazil illustrates how decentralised and international UBIE research is. Over time, the field has expanded to include subjects like entrepreneurship, governance, and institutional transformation in order to provide a more complete picture of the university's role in innovation systems. The findings also show that Etzkowitz's work had a major impact on the theoretical underpinnings of UBIE research, which are fairly strong. Numerous citation metrics indicate that his theories continue to have an impact on the field. This theoretical coherence gives researchers a strong basis for future research and enables knowledge to grow steadily. More recent studies, like those by Li M. (2020) and Cheng Y. (2019), demonstrate the field's openness to new problems and its capacity to adapt to established models. Despite their smaller size, these more recent contributions show a constant improvement of earlier ideas and have a big influence on academia. Geographically, UBIE research is evolving. Even though growing economies like China and Brazil dominate in terms of quantity, nations like Chile stand out for the quality and importance of their work. By signalling a departure from the traditional Western academic centres, this contributes to a richer and more diverse body of knowledge. In summary, UBIE research is distinguished by its strong theoretical foundations, global engagement, and evolving themes. It retains its conceptual coherence while adapting to shifting realities and offers useful information to scholars, organisations, and policymakers who wish to boost universities' role in innovation. 7. Future research direction The word cloud (Fig. 10 ) provides insightful information about new themes and possible avenues for University-Based Innovation Ecosystems (UBIE) research in the future. The popularity of the term "innovation" indicates that more research is needed to understand how universities support multiple forms of innovation, including digital, social, and technological innovation, within varied institutional and regulatory frameworks. The Triple Helix model's persistence, as evidenced by terms like "government," "industry," and "university," supports its ongoing applicability and emphasises the significance of investigating how these entities cooperate in various national and regional contexts. Terms like "entrepreneurship" and "entrepreneurial university" imply that the entrepreneurial transformation of higher education institutions is receiving more attention. Future research might examine how academic institutions assist start-ups, include entrepreneurship into their courses, and assess the broader economic and social effects of these initiatives. Countries like China, Brazil, and India are frequently mentioned, indicating a growing body of study and opening up possibilities for comparative studies, especially in emerging economies. The terms "ecosystem," "governance," and "public policy" are other important terms that highlight the need of looking at the structure, management, and support of innovation ecosystems. In the meantime, references to "technological development," "artificial intelligence," and "technology transfer" highlight the expanding role that digital technologies play in influencing innovation at universities. In conclusion, the emergence of phrases like "education" and "university sector" underscores the changing function of educational establishments. Future studies should focus on topics like inclusivity, regional impact, and how higher education fits into larger innovation objectives in order to improve our understanding of how colleges and universities support vibrant innovation ecosystems globally. Declarations Ethics Approval: Not applicable. Consent to Participate: Not applicable. Consent for Publication: Not applicable. Competing Interests: The author declares no competing interests. Funding: The author declares that no financial support was received for the research, authorship, and/or publication of this article. Author Contribution The sole author, Dr. Ravi Shankar Rai, conceptualized the study, conducted the data collection and bibliometric analysis, and interpreted the results. The author also prepared, reviewed, and approved the final manuscript for submission. References Baskaran, S., & Mehta, K. (2016). What is innovation anyway? Youth perspectives from resource-constrained environments. Technovation, 52–53, 4–17. https://doi.org/10.1016/j.technovation.2016.01.005 Carbonell, S. A. M., Cortez, L. A. B., Madi, L. F. C., Anefalos, L. C., Baldassin Junior, R., & Leal, R. L. V. (2021). Bioeconomy in Brazil : Opportunities and guidelines for research and public policy for regional development. Biofuels, Bioproducts and Biorefining, 15(6), 1675–1695. https://doi.org/10.1002/bbb.2263 Cui, Y., Jiao, J., & Jiao, H. (2016). Technological innovation in Brazil, Russia, India, China, and South Africa (BRICS): An organizational ecology perspective. Technological Forecasting and Social Change, 107, 28–36. https://doi.org/10.1016/j.techfore.2016.02.001 Dalmarco, G., Hulsink, W., & Blois, G. V. (2018). Creating entrepreneurial universities in an emerging economy: Evidence from Brazil. Technological Forecasting and Social Change, 135, 99–111. https://doi.org/10.1016/j.techfore.2018.04.015 Donthu, N., Kumar, S., Mukherjee, D., Pandey, N., & Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285–296. https://doi.org/10.1016/j.jbusres.2021.04.070 Gcume, A., & Mohapeloa, T. (2025). Entrepreneurial Ecosystems Best Practices and Lessons amongst SMEs in BRICS Member Countries: A Systematic Literature Review. Journal of BRICS Studies, 4(1), 121–145. https://doi.org/10.36615/r78ftq15 George, G., Corbishley, C., Khayesi, J. N. O., Haas, M. R., & Tihanyi, L. (2016). Bringing Africa In: Promising Directions for Management Research. Academy of Management Journal, 59(2), 377–393. https://doi.org/10.5465/amj.2016.4002 Heaton, S., Siegel, D. S., & Teece, D. J. (2019). Universities and innovation ecosystems: a dynamic capabilities perspective. Industrial and Corporate Change, 28(4), 921–939. https://doi.org/10.1093/icc/dtz038 Jakubakynov, B., Tolegenuly, N., Naribai, R., Nurzhanova, Z., Shcherban, T., & Nebelenchuk, I. (2024). Innovative technologies in higher education: developing international cooperation in professional training. Globalisation, Societies and Education, 1–14. https://doi.org/10.1080/14767724.2024.2339309 Kandakatla, R., Aluvalu, R., Devireddy, S., Kulkarni, N., & Joshi, G. (2021). Role of Indian Higher Education Institutions towards Aatmanirbhar India: Government Policies and Initiatives to promote Entrepreneurship and Innovation. 2021 World Engineering Education Forum/Global Engineering Deans Council (WEEF/GEDC), 8–14. https://doi.org/10.1109/WEEF/GEDC53299.2021.9657261 Kordshouli, H. R., Yousefi, S., Alimohammadlou, M., & Askarifar, K. (2024). Detecting, visualizing, and analyzing trends and patterns in university-based entrepreneurial ecosystem literature. Management Review Quarterly. https://doi.org/10.1007/s11301-024-00444-x Krishna, V. V, Zhang, X., & Jiang, Y. (2025). The Rise of Chinese Universities: Research, Innovation and Building World-class Universities. Science, Technology and Society, 30(1), 162–180. https://doi.org/10.1177/09717218241257716 Majee, U. S., & Ress, S. B. (2020). Colonial legacies in internationalisation of higher education: racial justice and geopolitical redress in South Africa and Brazil. Compare: A Journal of Comparative and International Education, 50(4), 463–481. https://doi.org/10.1080/03057925.2018.1521264 Rai, R. S., Prasad, A., & Murthy, B. K. (2024). Role of higher educational institutions in India in the promotion of entrepreneurship. International Journal of Management and Enterprise Development, 23(3), 236–263. https://doi.org/10.1504/IJMED.2024.141375 Rice, M. P., Fetters, M. L., & Greene, P. G. (2014). University-based entrepreneurship ecosystems: a global study of six educational institutions. International Journal of Entrepreneurship and Innovation Management, 18(5/6), 481. https://doi.org/10.1504/IJEIM.2014.064722 Yang, R., & Welch, A. (2012). A world-class university in China? The case of Tsinghua. Higher Education, 63(5), 645–666. https://doi.org/10.1007/s10734-011-9465-4 Yıldırım, N., & Tunçalp, D. (2023). A Policy Design Framework on the Roles of S&T Universities in Innovation Ecosystems: Integrating Stakeholders’ Voices for Industry 4.0. IEEE Transactions on Engineering Management, 70(7), 2608–2625. https://doi.org/10.1109/TEM.2021.3106834 Zhang, L., Sun, L., & Bao, W. (2017). The Rise of Higher Education and Science in China (pp. 141–172). https://doi.org/10.1108/S1479-367920170000033008 Zou, Y., & Zhao, W. (2014). Anatomy of Tsinghua University Science Park in China: institutional evolution and assessment. The Journal of Technology Transfer, 39(5), 663–674. https://doi.org/10.1007/s10961-013-9314-y Additional Declarations No competing interests reported. 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map\u003c/em\u003e\u003c/p\u003e","description":"","filename":"floatimage9.png","url":"https://assets-eu.researchsquare.com/files/rs-8796375/v1/273aa71038cf44889f166c3e.png"},{"id":104399311,"identity":"4d955705-1574-407f-a631-48958ee797b8","added_by":"auto","created_at":"2026-03-11 12:05:26","extension":"png","order_by":10,"title":"Figure 10","display":"","copyAsset":false,"role":"figure","size":65382,"visible":true,"origin":"","legend":"\u003cp\u003e\u003cem\u003eWord Cloud\u003c/em\u003e\u003c/p\u003e","description":"","filename":"floatimage10.png","url":"https://assets-eu.researchsquare.com/files/rs-8796375/v1/1aa9b86ac150e4ba986d33fe.png"},{"id":104407681,"identity":"4aa0db0b-c558-4c82-9d6c-9377dac21380","added_by":"auto","created_at":"2026-03-11 12:39:30","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":2261262,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8796375/v1/ee22e657-821f-4d46-bb35-5691587b3f2e.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"A Bibliometric Study of University Based Innovation Ecosystems in BRICS","fulltext":[{"header":"1. Introduction","content":"\u003cp\u003eInnovation and regional economic development are becoming the important focus of universities beyond teaching and research. They are acting as key pillar in progressive innovation ecosystems by knowledge sharing, collaborations to meet societal needs and aggressively technology advancement. This is considered as \u0026ldquo;third mission\u0026rdquo; of universities which focus on the development by collaboration among businesses, communities and the government.\u003c/p\u003e\n\u003cp\u003eUniversity-based innovation ecosystem (UBIE) can be observed as growing interplay between the governments, businesses, civil societies and academic institutions. By facilitating collaboration, these ecosystems are providing crucial platforms for innovation promotion, technology and entrepreneurship development (Kordshouli et al., 2024). The success of such ecosystems are dependent on the macro policy factors e.g. legislation, innovative culture and access of funding. The construction of these ecosystems offers significant opportunities and challenges in emerging markets like the BRICS (Brazil, Russia, India, China, South Africa). These nations are moving away from being solely resource-based economies to one focused on innovation and knowledge (Cui et al., 2016). There is an expectation for universities to address critical shortcomings in infrastructure, commercialisation, and research. Nonetheless, this is a change that is not uniform; each country grapples with distinct organizational limitations, governance realities, and developmental obstacles.\u003c/p\u003e\n\u003cp\u003eFor instance, China\u0026apos;s universities are at the forefront of global innovation thanks to its massive spending in research and higher education (Yang \u0026amp; Welch, 2012; Zhang et al., 2017). Universities\u0026apos; role in promoting inclusive innovation has significantly increased in India as a result of government measures supporting start-up incubators and entrepreneurial education (Rai et al., 2024). Despite institutional and economic obstacles, South Africa and Brazil continue to rely on their universities to foster technical advancement and regional development (Dalmarco et al., 2018; George et al., 2016). In the meantime, Russia has been working to improve industry-academia cooperation through institutional reforms and regulatory improvements (Jakubakynov et al., 2024). These nation-specific changes demonstrate that there is no \u0026quot;one-size-fits-all\u0026quot; approach to understanding university-based innovation ecosystems because they vary greatly. National policy agendas, institutional structures, and distinct histories all influence them (Rice et al., 2014; Yıldırım \u0026amp; Tun\u0026ccedil;alp, 2023).\u003c/p\u003e\n\u003cp\u003eAlthough there is no denying that interest in these ecosystems has increased, the research that is now available is frequently dispersed and concentrates on specific instances or national regulations. However, there is usually lacking is a thorough, comparative viewpoint. A bibliometric method can help with that. By methodically examining vast amounts of scholarly literature, it bridges this gap by enabling scholars to monitor the evolution of the field, highlight key scholars, and find patterns in topics and cooperation. This approach provides a thorough grasp of how UBIEs are investigated in the BRICS nations as well as a comprehensive perspective.\u003c/p\u003e\n\u003cp\u003eThis paper does a comprehensive bibliometric analysis of the body of research on UBIEs in the BRICS nations. The focus is on tracing how research in this area has evolved over the past twenty years by examining peer-reviewed publications. Key areas of analysis include publication trends, citation patterns, author and institutional contributions, keyword usage, and collaboration networks. In line with this, the study addresses five core research questions:\u003c/p\u003e\n\u003col\u003e\n \u003cli\u003eHow has research on UBIE in BRICS countries progressed over time in terms of publication output and thematic focus?\u003c/li\u003e\n \u003cli\u003eWho are the leading contributors\u0026mdash;authors, institutions, journals, and countries\u0026mdash;in this area of study?\u003c/li\u003e\n \u003cli\u003eWhat major theoretical frameworks and themes underpin current UBIE research in emerging economies?\u003c/li\u003e\n \u003cli\u003eHow are collaboration networks, both domestic and international, shaping the development of UBIE research?\u003c/li\u003e\n \u003cli\u003eWhich areas remain underexplored, and what directions should future research take in the UBIE domain?\u003c/li\u003e\n\u003c/ol\u003e"},{"header":"2. Background of study","content":"\u003cp\u003eAs economies worldwide shift from industry-driven models to knowledge-based ones, universities have taken on a much more central role in national innovation systems. They're no longer just about education and research; they're now seen as crucial drivers of innovation, entrepreneurship, and regional development (Baskaran \u0026amp; Mehta, \u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e2016\u003c/span\u003e). This expanded role is captured by the idea of university-based innovation ecosystems (UBIEs), which emphasizes collaboration among universities, industries, governments, civil society, and even global partners. These ecosystems facilitate the shared creation and use of knowledge for both economic growth and social benefit. Universities function as a part of a dynamic, changing network that is influenced by institutional, cultural, and economic elements in these kinds of systems (Heaton et al., \u003cspan citationid=\"CR8\" class=\"CitationRef\"\u003e2019\u003c/span\u003e). Given that the BRICS countries have similar resource limitations and development objectives; this concept is particularly pertinent to them.\u003c/p\u003e \u003cp\u003eThese ecosystems are nurtured differently in each of the BRICS countries. In Brazil, public entities have traditionally played a very important role in national research. The contributions of such institutions as the University of S\u0026atilde;o Paulo have significantly enhanced particular fields and sectors\u0026mdash;institutional strength has benefited health and agriculture (Carbonell et al., \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). Governmental organizations in also fund innovation however, political instability and inconsistent policies, impede long-term progress toward building an innovation ecosystem in Brazil. Russia has been reforming its higher education system through programs intended to raise the standard of research and emphasize commercialization. Issues such as stringent regulations and lack of institutional autonomy have continued to constrain effective academic-industry collaboration despite efforts (Jakubakynov et al., \u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e2024\u003c/span\u003e). Since economic liberalisation, India has intensified efforts to unleash the potential creativity of its higher education sector. The movement is spearheaded by institutions like the IITs and IIMs, facilitated by initiatives such as the Atal Innovation Mission. Hubs of innovation and incubators notwithstanding, challenges such as underfunded public institutions and inadequate industry relation emerge (Kandakatla et al., \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2021\u003c/span\u003e). China invested much more and better in its higher education reform. It is through partnerships and research parks that universities akin to Tsinghua or Peking are critically engaged in innovation (Krishna et al., \u003cspan citationid=\"CR12\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). This impetus has been driven by strong government support, but questions still surround the extent of innovation and the long-term viability of such state-led approaches (Zou \u0026amp; Zhao, \u003cspan citationid=\"CR19\" class=\"CitationRef\"\u003e2014\u003c/span\u003e). Universities in South Africa make an effort to strike a balance between long-standing socioeconomic disparities and research objectives. With assistance from government organisations, institutions actively participate in community engagement and research (Majee \u0026amp; Ress, \u003cspan citationid=\"CR13\" class=\"CitationRef\"\u003e2020\u003c/span\u003e). However, the larger innovation drive is challenged by differences in resources and discussions over inclusivity.\u003c/p\u003e \u003cp\u003eThe BRICS alliance grew considerably in 2024 and early 2025 to include Indonesia, Egypt, Ethiopia, Iran, and the United Arab Emirates. These new participants are now included in the scope of this bibliometric study. An increasing number of BRICS countries are realising that innovation flourishes in interconnected ecosystems rather than isolated ones. A culture that encourages experimentation and entrepreneurship, institutional capability, and robust policy support are necessary for this (Gcume \u0026amp; Mohapeloa, \u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e2025\u003c/span\u003e). Even while UBIE research has expanded in the BRICS environment, a large portion of it is still case-specific and fragmented. There are not many long-term or holistic studies, though. By generating an organized overview of the domain, underscoring major themes, noteworthy contributions, and spaces needing further exploration, bibliometric analysis helps to bridge this gap in knowledge. University synchronization with the country's innovation and advancement objectives demands a understanding of these systems.\u003c/p\u003e"},{"header":"3. Bibliometric study method","content":"\u003cp\u003eDonthu et al., 2021, whose book \u0026quot;How to Perform a Bibliometric Analysis: A Comprehensive Guide and Recommendations\u0026quot; is a valuable resource in the field, provided the bibliometric approach used in this study. Their framework offers an organised method for carrying out bibliometric research, assisting researchers in four crucial steps: locating important search keywords, picking relevant sources, doing in-depth analysis, and synthesising the results.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003e3.1. Defining the search term\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eA crucial part of any bibliometric study is choosing the appropriate search terms, which guarantee that a wide range of publications are included, even when different writers use different terminology for the same concepts. To choose a good set of keywords for this study that would reflect the essence of university-based innovation ecosystems (UBIE), both the literature and domain experts have been taken into consideration. \u0026quot;Triple helix,\u0026quot; \u0026quot;university-based innovation,\u0026quot; \u0026quot;academic innovation,\u0026quot; \u0026quot;entrepreneurial ecosystem*,\u0026quot; \u0026quot;innovation ecosystem*,\u0026quot; and \u0026quot;technology ecosystem*\u0026quot; were among the terms used. These search terms made it easier to find a variety of scholarly publications about innovation systems. To make sure that only studies that were especially focused on the function of higher education were taken into consideration, phrases like \u0026quot;university,\u0026quot; \u0026quot;higher education institution*,\u0026quot; \u0026quot;academic institution*,\u0026quot; and \u0026quot;HEI\u0026quot; were used to further refine the search.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003e3.2. Inclusion and Exclusion of the documents\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe study\u0026apos;s inclusion criteria and keywords are listed in Table 1. The Scopus database, which is renowned for its extensive coverage of peer-reviewed literature, was used to conduct the study. Initially, 2,660 documents published between 2000 and 2025 were retrieved using a combination of keywords, including \u0026quot;innovation ecosystem*,\u0026quot; \u0026quot;entrepreneurial ecosystem*,\u0026quot; \u0026quot;university-based innovation,\u0026quot; \u0026quot;academic innovation,\u0026quot; \u0026quot;technology ecosystem*,\u0026quot; and \u0026quot;triple helix,\u0026quot; in addition to \u0026quot;university,\u0026quot; \u0026quot;higher education institution*,\u0026quot; \u0026quot;academic institution*,\u0026quot; and \u0026quot;HEI*.\u0026quot; When the search was narrowed to focus specifically on BRICS countries, 2,191 documents were excluded. The remaining documents spanned several relevant subject areas, including Business, Management, Social Sciences, Economics, Decision Sciences, Multidisciplinary fields, and Arts and Humanities.\u003c/p\u003e\n\u003cp\u003eTo maintain focus and ensure relevance, 71 documents that fell outside these subject areas were removed. Further filtering was applied to include only journal articles and review papers, leading to the exclusion of 79 more documents. We also excluded 24 non-English publications and one bibliometric study. After all refinements, the final dataset included 294 documents used for the bibliometric analysis.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eTable 1.\u0026nbsp;\u003c/em\u003e\u003c/strong\u003e\u003cem\u003eFiltering Criteria/Search Term and Inclusion and Exclusion of Document.\u003c/em\u003e\u003c/p\u003e\n\u003ctable border=\"1\" cellspacing=\"0\" cellpadding=\"0\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eCriteria\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eExclude\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eInclude\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003eSearch Term : \u0026quot;innovation ecosystem*\u0026quot; OR \u0026quot;entrepreneurial ecosystem*\u0026quot; OR \u0026quot;university-based innovation\u0026quot; OR \u0026quot;academic innovation\u0026quot; OR \u0026quot;technology ecosystem*\u0026quot; OR \u0026quot;triple helix\u0026quot; AND \u0026nbsp;\u0026quot;university\u0026quot; OR \u0026quot;higher education institution*\u0026quot; OR \u0026quot;academic institution*\u0026quot; OR \u0026quot;HEI*\u0026quot; Year : 2000 \u0026ndash; 2025\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e-\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e2660\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003eSearch Term countries : \u0026quot;Brazil\u0026quot; OR \u0026quot;Russia\u0026quot; OR \u0026quot;India\u0026quot; OR \u0026quot;China\u0026quot; OR \u0026quot;South Africa\u0026quot; OR \u0026quot;BRICS\u0026quot; OR \u0026quot;EGYPT\u0026quot; OR \u0026quot;ETHOPIA\u0026quot; OR \u0026quot;INDONESIA\u0026quot; OR \u0026quot;IRAN\u0026quot; OR \u0026quot;UAE\u0026quot;\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e2191\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e469\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003eSubject area: Business, Management and Accounting, Social Science, Economics, Econometrics \u0026amp; Finance, Decision Sciences, Multidisciplinary, Arts \u0026amp; humanities\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e71\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e398\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003eDocument Category: Article and Reviews\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e79\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e319\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003eLanguage: English only\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e24\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e295\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 466px;\"\u003e\n \u003cp\u003eBibliometric paper\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 70px;\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 66px;\"\u003e\n \u003cp\u003e294\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003e3.3. Bibliometric analysis\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eBibliometric analysis, a methodological approach that enables the symmetrisation and synthesis of the vast body of literature within specific subject areas, proves to be an essential tool in this study (Perrier, 2016). A Scopus analyser is employed to provide insightful and comprehensive reports and investigate the publication trends in the research field of auditing practices. The most well-known and prolific writers in this field are also identified and highlighted through citation analysis. Establishing a co-citation network also makes it easier to trace the complex citation patterns among influential works in the field (Gonz\u0026aacute;lez, 2025). Building on this, co-occurrence analysis is used to identify themes in the field of UBIE research and to look at how different terms are used. Finally, a number of topic clusters that emerge from the extensive body of research on UBIE can be examined through the use of Bibliographic Coupling.\u003c/p\u003e"},{"header":"4. Bibliometric Findings and Interpretative Analysis","content":"\u003cp\u003e\u003cstrong\u003e4.1 Temporal Trends in UBIE Research (2000\u0026ndash;2025)\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eOver the past two and a half decades, academic interest in university-based innovation ecosystems (UBIE) has grown steadily. From 2000 to 2012, the field was still emerging, with minimal scholarly contributions\u0026mdash;most years registering fewer than five publications (Figure 1). This limited output reflects the early stage of conceptualizing the role of universities within broader innovation systems. A noticeable change began around 2013, with a gradual but consistent rise in research activity. By 2014, publication numbers had begun to climb, signalling increasing recognition of universities as active contributors to innovation and economic development.\u003c/p\u003e\n\u003cp\u003eMomentum built further between 2016 and 2019, with consistent year-on-year growth. This period marked a shift toward more nuanced investigations of how universities engage with industries, governments, and entrepreneurial communities. The year 2022 saw a major jump, with more than 35 publications\u0026mdash;a figure that likely reflects global shifts towards knowledge economies and policy-driven interest in university-industry collaboration.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eThe years 2019\u0026ndash;2021 experienced a temporary dip, likely due to the global disruptions of the COVID-19 pandemic, which slowed many academic and research activities. However, this was followed by a strong rebound in 2023 and 2024, with 39 and 45 publications respectively. These highs may partly reflect the publication of delayed research and renewed emphasis on university-driven innovation in post-pandemic recovery plans. Although 2025 shows a slight drop to 29 publications, this figure may not be final. Overall, the trend confirms a growing awareness of universities as vital components of innovation ecosystems, addressing economic and societal challenges through education, research, and collaboration.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4.2 Subject-Wise Distribution of UBIE Literature\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eUBIE research spans multiple disciplines, illustrating its inherently interdisciplinary nature. Social sciences contribute the largest share, accounting for approximately 28% of the total literature, reflecting the field\u0026apos;s strong links to policy, governance, and institutional analysis. Business, management, and accounting follow closely with 26.8%, underscoring the growing interest in entrepreneurial universities, commercialization strategies, and industry partnerships.\u003c/p\u003e\n\u003cp\u003eEconomics, econometrics, and finance represent around 11%, focusing on the broader economic impacts of university-led innovation, such as spillovers and regional development. Decision sciences (6.4%) and environmental science (6.2%) suggest scholarly attention to strategic decision-making and sustainability issues. Computer science (6.1%) highlights how digital technologies and smart systems increasingly influence academic innovation. Engineering\u0026rsquo;s 4.2% contribution reflects applied innovation and university roles in technological development.\u003c/p\u003e\n\u003cp\u003eThough smaller, contributions from the arts, humanities, and multidisciplinary research (2.5% each) bring creative and integrative perspectives. Energy studies (2.4%) signal growing interest in university roles in sustainable energy innovation. Additional contributions from legal, health, and information sciences (3.9%) further expand the scope, indicating that UBIE is a broad-based research area intersecting with diverse societal needs.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4.3 Prominent Scholars in UBIE Research\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eKey contributors to UBIE research are identified by an analysis of author productivity. Leading authors with six publications each include Almeida M., Cai Y., Fischer B., and Schaeffer P.R. Core topics like institutional frameworks, policy mechanisms, and the university\u0026apos;s changing role in innovation systems are explored in their writings. With five articles each, Etzkowitz H. and Fischer B.B. are also noteworthy; Etzkowitz is especially known for having developed the Triple Helix model, which is a fundamental component of UBIE theory.\u0026nbsp;With four papers each, Krishna V.V., Moraes G.H.S.M.d., and Park H.W. are additional significant authors who provide comparative and region-specific perspectives. With three publications under her belt, Bala Subrahmanya M.H. offers a useful viewpoint on how colleges promote entrepreneurship and innovation in developing nations. A broad and varied academic discussion regarding the role of universities in innovation is suggested by the participation of diverse authors from a range of disciplines and locations, underscoring the field\u0026apos;s global, collaborative, and multidisciplinary nature.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4.4 Citation Metrics and Impact\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThis section explores the particular papers that have had a major influence on the research environment at UBIE, analysing their significance using a range of citation metrics (Table 1).\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eTable 1: Top Documents by Key Citation Metrics\u003c/em\u003e\u003c/p\u003e\n\u003cdiv align=\"\"\u003e\n \u003ctable border=\"0\" cellspacing=\"0\" cellpadding=\"0\" width=\"566\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eDocument (Author, Year, Journal)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eLocal Citations\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eGlobal Citations\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eLC/GC Ratio (%)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eNormalized Local Citations\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e\u003cstrong\u003eNormalized Global Citations\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eETZKOWITZ H, 2005, RES POLICY\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e14\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e213\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e6.57\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e1.75\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e1.77\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eETZKOWITZ H, 2004, INT J TECHNOL GLOBALISATION\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e500\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e1\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e2.5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e2.91\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eCHENG Y, 2019, INF DEV\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e5\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e22\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e22.73\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e6.67\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e0.85\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eLI M, 2020, ENTREP REG DEV\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e34\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e11.76\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e15.2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e2.22\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eCAI Y, 2015, SCI PUBLIC POLICY\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e7\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e78\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e8.97\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e9\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e4.56\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eLIU Y, 2018, TECHNOVATION\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e7\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e78\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e8.97\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e2.84\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eEUN J-H, 2006, RES POLICY\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e6\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e192\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e3.13\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e2\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e1.9\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eLIU C, 2018, SCI PUBLIC POLICY\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e29\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e13.79\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e3.43\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e1.06\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eKIM H, 2012, SCIENTOMETRICS\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e28\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e14.29\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e2.67\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e0.78\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd style=\"width: 150px;\"\u003e\n \u003cp\u003eZAWISLAK PA, 2011, J TECHNOL MANAGE INNOV\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 81px;\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 87px;\"\u003e\n \u003cp\u003e22\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 90px;\"\u003e\n \u003cp\u003e18.18\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 82px;\"\u003e\n \u003cp\u003e4\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 75px;\"\u003e\n \u003cp\u003e1.24\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n\u003c/div\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eGlobal Citations: Foundations of the Field\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eEtzkowitz\u0026apos;s 2004 article in the International Journal of Technology Globalisation is the most cited and maybe the most significant work in the field of UBIE, with 500 citations worldwide. This seminal work established the Triple Helix paradigm, which is still essential to comprehending the relationships between academia, business, and government. Even after twenty years of publishing, its durability and applicability confirm the robustness and consistency of its conceptual framework. The Triple Helix has not been replaced; rather, it still influences current discussions and directs fresh lines of inquiry in several disciplines.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eLocal Citations: Field-Specific Relevance\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eWith 14 references from research with a UBIE focus, Etzkowitz\u0026apos;s 2005 paper in Research Policy leads in local citations. This implies that although his 2004 work established theoretical underpinnings, the 2005 work makes a more direct contribution to methodological and empirical advancements in the field. Etzkowitz\u0026apos;s prominence in UBIE studies is strengthened by this dual influence, both local and global.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eLC/GC Ratio: Measuring Intra-Field Influence\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe LC/GC ratio contrasts a paper\u0026apos;s wider citation reach with its impact within the UBIE literature. Despite having a relatively low total number of citations worldwide, Cheng Y.\u0026apos;s 2019 work has the greatest ratio (22.73%), indicating that it has a strong resonance within the UBIE research community. By addressing particular issues or presenting fresh ideas, new research is having a major local impact, even while fundamental works still serve as a general guide for the discipline.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003eNormalized Citation Metrics: Adjusting for Time\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eA fair comparison is provided by normalised citations, which take into consideration the length of time an article has been available for reference. The large number of normalised local citations (15.2) in Li M.\u0026apos;s 2020 work suggests rapid acceptance and contemporary relevance. The work published in 2015 by Cai Y. has the most normalised worldwide citations (4.56), indicating its long-term impact. Etzkowitz\u0026apos;s 2004 work is once more highlighted, and its high normalised global citation score (2.91) confirms its continuing influence.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4.5 Global Contributions and Country-Level Insights\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThis section analyzes the geographical distribution of UBIE research influence, based on country-level citation metrics, providing a macro-level view of global contributions (Table 2). Total citation metrics show that China leads the global UBIE research effort, with 1,071 citations. This reflects national policies encouraging academic contributions to innovation ecosystems. Brazil ranks second with 647 citations, highlighting significant engagement from the Global South. The UK (380 citations), Finland (281), and Korea (237) follow, illustrating global interest and diversity in contributions.\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eTable 2: Country-Level Citation Metrics\u003c/em\u003e\u003c/p\u003e\n\u003cdiv align=\"\"\u003e\n \u003ctable border=\"0\" cellspacing=\"0\" cellpadding=\"0\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e\u003cstrong\u003eCountry\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e\u003cstrong\u003eTC (Total Citations)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e\u003cstrong\u003eAverage Article Citations\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCHINA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e1071\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e14.3\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eBRAZIL\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e647\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e15.8\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eUNITED KINGDOM\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e380\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e31.7\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eFINLAND\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e281\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e70.2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eKOREA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e237\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e59.2\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eINDIA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e144\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e6.9\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eCHILE\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e131\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e65.5\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eUSA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e108\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e13.5\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eSOUTH AFRICA\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e96\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e9.6\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003eHONG KONG\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e78\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\"\u003e\n \u003cp\u003e26.0\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n \u003c/table\u003e\n\u003c/div\u003e\n\u003cp\u003eHowever, when normalized by number of articles, Finland emerges as a leader with an average of 70.2 citations per publication, followed by Chile (65.5) and Korea (59.2). This suggests these countries produce highly impactful research despite smaller output. In contrast, China (14.3) and the USA (13.5) show lower average citations, indicating a focus on volume. The comparison between China\u0026rsquo;s broad publication base and Finland\u0026rsquo;s concentrated high-impact work highlights differing national strategies: scale versus depth.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4.6 Co-Citation Analysis: Intellectual Structure\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eCo-citation analysis provides insights into how influential authors are grouped in the field based on shared references. Four main clusters emerge (Figure 4):\u003c/p\u003e\n\u003cul\u003e\n \u003cli\u003e\u003cstrong\u003eBlue Cluster:\u003c/strong\u003e This group, centered on Etzkowitz, reflects the theoretical core of UBIE research, including key figures like Zhou C., Ranga M., and Lundvall B.A. These scholars emphasize systemic models such as the Triple Helix and national innovation systems.\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eGreen Cluster:\u003c/strong\u003e Focused on Asian contexts, this cluster includes authors like Liu Y., Cai Y., and Wang Y., emphasizing regional development and innovation policy in East Asia. The presence of many Chinese scholar\u0026rsquo;s underscores China\u0026apos;s prominence in UBIE research.\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eYellow Cluster:\u003c/strong\u003e This group focuses on university entrepreneurship and commercialization. Authors like Perkmann M., Carayannis E.G., and Eisenhardt K.M. examine how universities engage in spin-offs, IP management, and the broader innovation economy.\u003c/li\u003e\n \u003cli\u003e\u003cstrong\u003eRed Cluster:\u003c/strong\u003e Concentrated on regional ecosystems and economic development, this group includes Audretsch D.B., Shane S., and Guerrero M., focusing on how universities impact their local and regional environments.\u003c/li\u003e\n\u003c/ul\u003e\n\u003cp\u003eThe map reflects a balanced blend of foundational theory and specialized applications, with Etzkowitz\u0026rsquo;s work forming a central node linking different thematic areas.\u003c/p\u003e\n\u003cp\u003eThe co-citation analysis reveals several important dynamics within the UBIE research field:\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eFoundational Core:\u003c/em\u003e The central and highly co-cited position of Etzkowitz H. and the coherence of the blue cluster confirm that the Triple Helix model and related innovation system theories form the bedrock of UBIE research. These foundational works continue to be essential references across various sub-fields.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eThematic Specialization:\u003c/em\u003e The clear delineation of distinct clusters (e.g., Asian contexts, university entrepreneurship, regional innovation) indicates a healthy specialization within the UBIE field. In order to gain a deeper and more complex understanding, researchers are focussing on particular facets and uses of university-led innovation.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eGlobal Perspectives:\u003c/em\u003e The co-citation analysis highlights the truly global nature of UBIE research, with authors from a wide range of countries\u0026mdash;especially within the green cluster\u0026mdash;contributing to the field. This indicates that interest in innovation ecosystems is not limited to Western academic institutions but is being actively explored and adapted in different regional and national contexts.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cem\u003eInterconnectedness:\u003c/em\u003e Strong links between clusters are also seen in the network, indicating that different fields of expertise are not functioning independently. Scholars frequently expand on one another\u0026apos;s work by exchanging concepts and approaches related to various subjects. Notably, Etzkowitz H. holds a pivotal role in the network, acting as a vital conduit between more applied or regionally orientated research and basic theory.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eOverall, the analysis provides a thorough understanding of the UBIE research\u0026apos;s intellectual framework. It shows how well-established theoretical models work as well as how the discipline is still evolving into new areas including international perspectives, regional development, and academic entrepreneurship. This blend of innovation and continuity points to a developing field that is adaptable to shifting global issues.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4.7 Bibliographic Coupling: Shared References and Research Networks\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eBy comparing references, bibliographic coupling identifies intellectual proximity between publications, papers, and nations. There is a strong thematic cluster of journals that focus on strategy and university-industry ties, including Technological Forecasting and Social Change, Technology Analysis \u0026amp; Strategic Management, and Industry and Higher Education (Figure 5). \u0026nbsp;\u003c/p\u003e\n\u003cp\u003eThe focus of other groups, such as Sustainability, Journal of Open Innovation, and Science and Public Policy, is on sustainability and policy. Journals that emphasise methodological rigour include PLOS ONE and Scientometrics (Figure 6). \u0026nbsp;\u003c/p\u003e\n\u003cp\u003eIn the network, Etzkowitz\u0026apos;s 2004 paper is once more a key document, and the US, UK, and China exhibit strong bibliographic connectedness. Emerging economies such as Brazil and India also feature prominently, indicating growing scholarly collaboration in UBIE research from the Global South (Figure 7).\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e\u003cem\u003e4.8 Co-occurrence analysis\u003c/em\u003e\u003c/strong\u003e\u003cstrong\u003e\u003cem\u003e\u0026nbsp;\u003c/em\u003e\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe most frequently occurring keyword in the dataset is \u0026quot;triple helix\u0026quot;, appearing 81 times, indicating its central role in shaping theoretical frameworks related to UBIE (Figure 8; created using Biblioshiny). The Triple Helix model, which emphasizes the collaboration between universities, industries, and governments, forms the bedrock of many academic discussions in this area. This prominence suggests that much of the scholarly output is grounded in institutional theory and cross-sectoral innovation dynamics.\u003c/p\u003e\n\u003cp\u003eThe term \u0026quot;innovation\u0026quot;, with 71 occurrences, ranks as the second most cited keyword. Its high frequency reflects the core focus of the field\u0026mdash;understanding how universities contribute to and catalyze innovation in regional and national contexts. Following closely is \u0026quot;China\u0026quot; with 61 mentions, highlighting the country\u0026apos;s substantial representation in the literature. This may reflect China\u0026apos;s significant policy focus on university-led innovation and its increasing academic output on the subject.\u003c/p\u003e\n\u003cp\u003eKeywords like \u0026quot;university sector\u0026quot; (38 occurrences) and \u0026quot;innovation ecosystem\u0026quot; (33 occurrences) also appear prominently. These terms suggest a strong research interest in the structural and functional roles of universities within broader innovation networks. Regional focus is evident in keywords such as \u0026quot;Brazil\u0026quot; (23 mentions), indicating an emerging body of work that examines innovation ecosystems in the context of Latin America and other developing regions.\u003c/p\u003e\n\u003cp\u003eTerms like \u0026quot;university\u0026quot; (20), \u0026quot;government\u0026quot; (18), \u0026quot;entrepreneur\u0026quot; (17), and \u0026quot;entrepreneurial university\u0026quot; (17) reveal the multi-stakeholder nature of UBIE research. They show that researchers are investigating how different actors, including policymakers and entrepreneurs, interact with academic institutions to foster innovation. The mention of \u0026ldquo;entrepreneurial university\u0026rdquo; also signifies a conceptual shift from traditional academic roles toward more commercially and socially engaged models of higher education institutions.\u003c/p\u003e\n\u003cp\u003eThe keyword co-occurrence map (Figure 9) created using VOSviewer presents five major thematic areas in the study of University-Based Innovation Ecosystems (UBIE), each representing an important stream of scholarly inquiry. One of the key clusters, marked in blue, revolves around concepts such as innovation ecosystem, regional innovation systems, and entrepreneurial ecosystems. It features countries like Brazil and terms related to developing economies, indicating a strong focus on how universities contribute to innovation and entrepreneurship in regional and national contexts, particularly within emerging markets.\u003c/p\u003e\n\u003cp\u003eThe green cluster emphasizes the role of the university sector in technological development and scientific research.\u0026nbsp;The prominence of keywords like knowledge, patents, artificial intelligence, and science and technology emphasises the value of universities as hubs for the development of new knowledge and cutting-edge technologies. This demonstrates how research and innovation have traditionally been fostered by institutions.\u003c/p\u003e\n\u003cp\u003eResearch on universities\u0026apos; transformation into entrepreneurial establishments is concentrated in the red cluster. Sustainability, industry collaboration, and entrepreneurship are important issues. This body of work examines how educational institutions are progressively embracing business-minded methodologies, coordinating research and instruction with industry needs and wider societal concerns. With a particular focus on China, the yellow cluster highlights the function of public policy, government, and particular national contexts. It draws attention to the ways that institutional frameworks and policy choices influence the growth of innovation ecosystems. Words like \u0026quot;communication\u0026quot; and \u0026quot;knowledge economy\u0026quot; refer to the wider frameworks that universities operate within. The purple cluster concentrates on topics including artificial intelligence, local government, social networks, and teamwork. This indicates a growing interest in the ways that local relationships and digital technology foster innovation. The Triple Helix model, which is still a fundamental idea in UBIE research, is at the heart of all these themes. The model offers a unifying framework that connects the disparate lines of research by highlighting the interactions between academia, business, and government. This aids in the explanation of the composition and operation of innovation ecosystems in diverse geographical locations.\u003c/p\u003e"},{"header":"5. Implications","content":"\u003cp\u003eThe bibliometric analysis of the field indicates that University-Based Innovation Ecosystems (UBIE) is a dynamic and ever-evolving topic. Much of the research is still influenced by fundamental ideas, particularly those expressed by Etzkowitz, even though more recent, specialised studies are leading the field in new directions. It is noteworthy that UBIE research has a global reach, with noteworthy contributions from numerous countries demonstrating its relevance on a global scale.\u003c/p\u003e \u003cp\u003eThe findings emphasise how important it is for researchers to balance new findings with what is already known. Understanding basic theories thoroughly gives researchers a strong basis, and by interacting with recent work, like the seminal studies of Li M. (2020), researchers can address current issues and apply innovative approaches. Policymakers and institutions can also gain important insights. Countries like China and Brazil, which produce a lot of research overall, might benefit from concentrating on how to translate scholarly work into real-world applications. Finland and Chile, two nations that publish fewer but highly cited studies, ought to work to broaden their audience through global partnerships and increased awareness. According to the data, national strategies ought to be tailored to the unique advantages of each nation rather than using a standardised methodology.\u003c/p\u003e \u003cp\u003eFinally, the study promotes more extensive international cooperation. There is a compelling argument for growing research networks given the significant contributions from emerging economies and the high-impact studies conducted by smaller countries. Increased partnership diversity will benefit the field and aid in the development of innovation models that can be tailored to various social and economic policies.\u003c/p\u003e"},{"header":"6. Conclusion","content":"\u003cp\u003eThe findings of this bibliometric analysis paint a clear picture of how research on University-Based Innovation Ecosystems (UBIE) has developed. The field is still influenced by the Triple Helix model, which remains the main theoretical framework for analysing the functions and relationships of academia, industry, and government in innovation. The main theme, both in terms of language and the study's overall focus, is innovation itself. The fact that a sizable percentage of the articles originate from countries like China and Brazil illustrates how decentralised and international UBIE research is. Over time, the field has expanded to include subjects like entrepreneurship, governance, and institutional transformation in order to provide a more complete picture of the university's role in innovation systems.\u003c/p\u003e \u003cp\u003eThe findings also show that Etzkowitz's work had a major impact on the theoretical underpinnings of UBIE research, which are fairly strong. Numerous citation metrics indicate that his theories continue to have an impact on the field. This theoretical coherence gives researchers a strong basis for future research and enables knowledge to grow steadily. More recent studies, like those by Li M. (2020) and Cheng Y. (2019), demonstrate the field's openness to new problems and its capacity to adapt to established models. Despite their smaller size, these more recent contributions show a constant improvement of earlier ideas and have a big influence on academia.\u003c/p\u003e \u003cp\u003eGeographically, UBIE research is evolving. Even though growing economies like China and Brazil dominate in terms of quantity, nations like Chile stand out for the quality and importance of their work. By signalling a departure from the traditional Western academic centres, this contributes to a richer and more diverse body of knowledge. In summary, UBIE research is distinguished by its strong theoretical foundations, global engagement, and evolving themes. It retains its conceptual coherence while adapting to shifting realities and offers useful information to scholars, organisations, and policymakers who wish to boost universities' role in innovation.\u003c/p\u003e"},{"header":"7. Future research direction","content":"\u003cp\u003eThe word cloud (Fig.\u0026nbsp;\u003cspan refid=\"Fig10\" class=\"InternalRef\"\u003e10\u003c/span\u003e) provides insightful information about new themes and possible avenues for University-Based Innovation Ecosystems (UBIE) research in the future. The popularity of the term \"innovation\" indicates that more research is needed to understand how universities support multiple forms of innovation, including digital, social, and technological innovation, within varied institutional and regulatory frameworks. The Triple Helix model's persistence, as evidenced by terms like \"government,\" \"industry,\" and \"university,\" supports its ongoing applicability and emphasises the significance of investigating how these entities cooperate in various national and regional contexts.\u003c/p\u003e \u003cp\u003e \u003c/p\u003e \u003cp\u003eTerms like \"entrepreneurship\" and \"entrepreneurial university\" imply that the entrepreneurial transformation of higher education institutions is receiving more attention. Future research might examine how academic institutions assist start-ups, include entrepreneurship into their courses, and assess the broader economic and social effects of these initiatives. Countries like China, Brazil, and India are frequently mentioned, indicating a growing body of study and opening up possibilities for comparative studies, especially in emerging economies.\u003c/p\u003e \u003cp\u003eThe terms \"ecosystem,\" \"governance,\" and \"public policy\" are other important terms that highlight the need of looking at the structure, management, and support of innovation ecosystems. In the meantime, references to \"technological development,\" \"artificial intelligence,\" and \"technology transfer\" highlight the expanding role that digital technologies play in influencing innovation at universities. In conclusion, the emergence of phrases like \"education\" and \"university sector\" underscores the changing function of educational establishments. Future studies should focus on topics like inclusivity, regional impact, and how higher education fits into larger innovation objectives in order to improve our understanding of how colleges and universities support vibrant innovation ecosystems globally.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eEthics Approval:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConsent to Participate:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConsent for Publication:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eNot applicable.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eCompeting Interests:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe author declares no competing interests.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe author declares that no financial support was received for the research, authorship, and/or publication of this article.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor Contribution\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe sole author, Dr. Ravi Shankar Rai, conceptualized the study, conducted the data collection and bibliometric analysis, and interpreted the results. The author also prepared, reviewed, and approved the final manuscript for submission.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\n \u003cli\u003eBaskaran, S., \u0026amp; Mehta, K. (2016). What is innovation anyway? Youth perspectives from resource-constrained environments. Technovation, 52\u0026ndash;53, 4\u0026ndash;17. https://doi.org/10.1016/j.technovation.2016.01.005\u003c/li\u003e\n \u003cli\u003eCarbonell, S. A. M., Cortez, L. A. B., Madi, L. F. C., Anefalos, L. C., Baldassin Junior, R., \u0026amp; Leal, R. L. V. (2021). Bioeconomy in \u0026lt;scp\u0026gt;Brazil\u0026lt;/scp\u0026gt; : Opportunities and guidelines for research and public policy for regional development. Biofuels, Bioproducts and Biorefining, 15(6), 1675\u0026ndash;1695. https://doi.org/10.1002/bbb.2263\u003c/li\u003e\n \u003cli\u003eCui, Y., Jiao, J., \u0026amp; Jiao, H. (2016). Technological innovation in Brazil, Russia, India, China, and South Africa (BRICS): An organizational ecology perspective. Technological Forecasting and Social Change, 107, 28\u0026ndash;36. https://doi.org/10.1016/j.techfore.2016.02.001\u003c/li\u003e\n \u003cli\u003eDalmarco, G., Hulsink, W., \u0026amp; Blois, G. V. (2018). Creating entrepreneurial universities in an emerging economy: Evidence from Brazil. Technological Forecasting and Social Change, 135, 99\u0026ndash;111. https://doi.org/10.1016/j.techfore.2018.04.015\u003c/li\u003e\n \u003cli\u003eDonthu, N., Kumar, S., Mukherjee, D., Pandey, N., \u0026amp; Lim, W. M. (2021). How to conduct a bibliometric analysis: An overview and guidelines. Journal of Business Research, 133, 285\u0026ndash;296. https://doi.org/10.1016/j.jbusres.2021.04.070\u003c/li\u003e\n \u003cli\u003eGcume, A., \u0026amp; Mohapeloa, T. (2025). Entrepreneurial Ecosystems Best Practices and Lessons amongst SMEs in BRICS Member Countries: A Systematic Literature Review. Journal of BRICS Studies, 4(1), 121\u0026ndash;145. https://doi.org/10.36615/r78ftq15\u003c/li\u003e\n \u003cli\u003eGeorge, G., Corbishley, C., Khayesi, J. N. O., Haas, M. R., \u0026amp; Tihanyi, L. (2016). Bringing Africa In: Promising Directions for Management Research. Academy of Management Journal, 59(2), 377\u0026ndash;393. https://doi.org/10.5465/amj.2016.4002\u003c/li\u003e\n \u003cli\u003eHeaton, S., Siegel, D. S., \u0026amp; Teece, D. J. (2019). Universities and innovation ecosystems: a dynamic capabilities perspective. Industrial and Corporate Change, 28(4), 921\u0026ndash;939. https://doi.org/10.1093/icc/dtz038\u003c/li\u003e\n \u003cli\u003eJakubakynov, B., Tolegenuly, N., Naribai, R., Nurzhanova, Z., Shcherban, T., \u0026amp; Nebelenchuk, I. (2024). Innovative technologies in higher education: developing international cooperation in professional training. Globalisation, Societies and Education, 1\u0026ndash;14. https://doi.org/10.1080/14767724.2024.2339309\u003c/li\u003e\n \u003cli\u003eKandakatla, R., Aluvalu, R., Devireddy, S., Kulkarni, N., \u0026amp; Joshi, G. (2021). Role of Indian Higher Education Institutions towards Aatmanirbhar India: Government Policies and Initiatives to promote Entrepreneurship and Innovation. 2021 World Engineering Education Forum/Global Engineering Deans Council (WEEF/GEDC), 8\u0026ndash;14. https://doi.org/10.1109/WEEF/GEDC53299.2021.9657261\u003c/li\u003e\n \u003cli\u003eKordshouli, H. R., Yousefi, S., Alimohammadlou, M., \u0026amp; Askarifar, K. (2024). Detecting, visualizing, and analyzing trends and patterns in university-based entrepreneurial ecosystem literature. Management Review Quarterly. https://doi.org/10.1007/s11301-024-00444-x\u003c/li\u003e\n \u003cli\u003eKrishna, V. V, Zhang, X., \u0026amp; Jiang, Y. (2025). The Rise of Chinese Universities: Research, Innovation and Building World-class Universities. Science, Technology and Society, 30(1), 162\u0026ndash;180. https://doi.org/10.1177/09717218241257716\u003c/li\u003e\n \u003cli\u003eMajee, U. S., \u0026amp; Ress, S. B. (2020). Colonial legacies in internationalisation of higher education: racial justice and geopolitical redress in South Africa and Brazil. Compare: A Journal of Comparative and International Education, 50(4), 463\u0026ndash;481. https://doi.org/10.1080/03057925.2018.1521264\u003c/li\u003e\n \u003cli\u003eRai, R. S., Prasad, A., \u0026amp; Murthy, B. K. (2024). Role of higher educational institutions in India in the promotion of entrepreneurship. International Journal of Management and Enterprise Development, 23(3), 236\u0026ndash;263. https://doi.org/10.1504/IJMED.2024.141375\u003c/li\u003e\n \u003cli\u003eRice, M. P., Fetters, M. L., \u0026amp; Greene, P. G. (2014). University-based entrepreneurship ecosystems: a global study of six educational institutions. International Journal of Entrepreneurship and Innovation Management, 18(5/6), 481. https://doi.org/10.1504/IJEIM.2014.064722\u003c/li\u003e\n \u003cli\u003eYang, R., \u0026amp; Welch, A. (2012). A world-class university in China? The case of Tsinghua. Higher Education, 63(5), 645\u0026ndash;666. https://doi.org/10.1007/s10734-011-9465-4\u003c/li\u003e\n \u003cli\u003eYıldırım, N., \u0026amp; Tun\u0026ccedil;alp, D. (2023). A Policy Design Framework on the Roles of S\u0026amp;amp;T Universities in Innovation Ecosystems: Integrating Stakeholders\u0026rsquo; Voices for Industry 4.0. IEEE Transactions on Engineering Management, 70(7), 2608\u0026ndash;2625. https://doi.org/10.1109/TEM.2021.3106834\u003c/li\u003e\n \u003cli\u003eZhang, L., Sun, L., \u0026amp; Bao, W. (2017). The Rise of Higher Education and Science in China (pp. 141\u0026ndash;172). https://doi.org/10.1108/S1479-367920170000033008\u003c/li\u003e\n \u003cli\u003eZou, Y., \u0026amp; Zhao, W. (2014). Anatomy of Tsinghua University Science Park in China: institutional evolution and assessment. The Journal of Technology Transfer, 39(5), 663\u0026ndash;674. https://doi.org/10.1007/s10961-013-9314-y\u003c/li\u003e\n\u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"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":"discover-global-society","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"Learn more about [Discover Global Society](https://www.springer.com/journal/44282)","snPcode":"44282","submissionUrl":"https://submission.nature.com/new-submission/44282/3","title":"Discover Global Society","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Discover Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true},"keywords":"University-Based Innovation Ecosystems, Triple Helix Model, Innovation Ecosystems in BRICS, University-Industry-Government Collaboration, Entrepreneurial University","lastPublishedDoi":"10.21203/rs.3.rs-8796375/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8796375/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003e\u003cstrong\u003e1. Introduction\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eInnovation ecosystems centered around universities have become a major focus of academic and policy research. Universities not only generate knowledge but also play a critical role in regional development, startup creation, and technology transfer. In emerging economies, particularly the BRICS countries (Brazil, Russia, India, China, and South Africa), the role of higher education institutions (HEIs) in driving innovation has unique dynamics shaped by policy, economic, and institutional contexts. This study seeks to understand the scholarly landscape of university-based innovation ecosystems in BRICS through a bibliometric lens.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e2. Objectives\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe objectives of this study are to map the intellectual and thematic evolution of UBIE research in BRICS, identify leading authors, institutions, journals, and countries, examine trends in cross-country collaboration, explore thematic convergence and divergence, and uncover research gaps and emerging areas within the innovation ecosystem literature.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e3. Methodology\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eA bibliometric analysis will be conducted using Scopus-indexed publications from 2000 to 2025. Keywords will include terms such as innovation ecosystem*\" OR \"entrepreneurial ecosystem*\" OR \"university-based innovation\" OR \"academic innovation\" OR \"technology ecosystem*\" OR \"triple helix\" AND \"university\" OR \"higher education institution*\" OR \"academic institution*\" OR \"HEI; combined with BRICS country names. VOSviewer and Bibliometrix (Biblioshiny) are used to produce visualizations and detect thematic trends, citation patterns, and co-authorship networks.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003e4. Results \u0026amp; Conclusion\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eA bibliometric study of 294 publications (2000-2025) highlights a significant increase in research on University-Based Innovation Ecosystems (UBIE) in BRICS nations since 2013, driven by the Triple Helix model. While China leads in publications, Finland and Chile produce highly cited work. Key themes include entrepreneurship, digital innovation, and policy collaboration, grounded in Etzkowitz's theories. The study emphasizes UBIE's global importance, urging deeper collaboration and context-specific strategies for strengthening university-led innovation in developing economies.\u003c/p\u003e","manuscriptTitle":"A Bibliometric Study of University Based Innovation Ecosystems in BRICS","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-02-27 18:18:30","doi":"10.21203/rs.3.rs-8796375/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2026-04-23T10:27:32+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-04-06T19:53:38+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-04-02T08:14:48+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"34245423479725395176238256233625381188","date":"2026-03-30T05:48:45+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"30984131082523275729497431777673953182","date":"2026-03-28T06:55:44+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"284431404510744187139109204628449621213","date":"2026-03-28T05:47:31+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-02-27T07:29:52+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"77563207242958165388683596548973127298","date":"2026-02-27T07:10:51+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-02-25T06:30:25+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-02-15T16:09:51+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-02-13T10:44:20+00:00","index":"","fulltext":""},{"type":"submitted","content":"Discover Global Society","date":"2026-02-13T10:39:24+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"discover-global-society","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"Learn more about [Discover Global Society](https://www.springer.com/journal/44282)","snPcode":"44282","submissionUrl":"https://submission.nature.com/new-submission/44282/3","title":"Discover Global Society","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Discover Series","inReviewEnabled":true,"inReviewRevisionsEnabled":true}}],"origin":"","ownerIdentity":"6a6f1d77-db74-41ab-96b9-01511d3e202c","owner":[],"postedDate":"February 27th, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"in-revision","subjectAreas":[],"tags":[],"updatedAt":"2026-04-23T10:39:01+00:00","versionOfRecord":[],"versionCreatedAt":"2026-02-27 18:18:30","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8796375","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8796375","identity":"rs-8796375","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}