The Hidden Half of Premature Ejaculation: Partner Factors and Shared Determinants − A Couple-Based Cross-Sectional Study

The Hidden Half of Premature Ejaculation: Partner Factors and Shared Determinants − A Couple-Based Cross-Sectional Study | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article The Hidden Half of Premature Ejaculation: Partner Factors and Shared Determinants − A Couple-Based Cross-Sectional Study Çağrı Doğan, Mehmet Fatih Şahin, Cenk Murat Yazıcı, Aykut Başer, and 6 more This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-8761586/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 9 You are reading this latest preprint version Abstract Objective Premature ejaculation (PE) is one of the most common male sexual dysfunctions, yet it is often perceived as an individual disorder, despite growing evidence suggesting a couple-based pathophysiology. This study aimed to explore the shared demographic, behavioral, and psychosocial determinants of PE among heterosexual couples. Materials and Methods A cross-sectional study was conducted between 2023 and 2025, including 661 heterosexual couples (n = 1,322 individuals) attending a tertiary urology clinic. Participants completed validated instruments: the Arabic Index of Premature Ejaculation (AIPE), the Premature Ejaculation Diagnostic Tool (PEDT), the International Index of Erectile Function (IIEF-5), and the Intravaginal Ejaculatory Latency Time (IELT) was questioned for males, and the Golombok–Rust Inventory of Sexual Satisfaction (GRISS) for females. PE was defined according to the AIPE and PEDT cutoffs. Logistic regression analyses were performed to identify predictors of PE among male participants, using both partners’ variables. Results PE was identified in 272 (41.1%) men. Men with PE were significantly older, less physically active, and had lower educational levels than men without PE (p < 0.05 ). Female partners of men with PE were also older, more frequently affected by chronic comorbidities, and less likely to exercise regularly. Multivariate regression revealed that older age (OR = 1.057, 95% CI: 1.039–1.075, p = 0.001 ), physical inactivity (OR = 1.759, 95% CI: 1.126–2.749, p = 0.013 ), and low education level (OR = 2.224, 95% CI: 1.413–3.501, p = 0.001 ) were independent predictors of PE in men. Among women, age (OR = 1.04, 95% CI: 1.016–1.066, p = 0.001 ), comorbidities (OR = 2.639, 95% CI: 1.312–5.307, p = 0.006 ), and physical inactivity (OR = 2.995, 95% CI: 1.778–5.044, p < 0.001 ) were associated with an increased risk of PE in their partners. Conclusion PE should not be accepted purely as a male-specific disorder. It should be regarded as a shared biopsychosocial condition influenced by the characteristics of both partners. Lifestyle modification, patient education, and couple-based counseling may improve ejaculatory control and relationship satisfaction. These findings highlight the importance of a comprehensive, couple-centered approach to PE management. Premature ejaculation partner Influence physical activity comorbidity age factors Figures Figure 1 Figure 2 Introduction Premature ejaculation (PE) is one of the most prevalent male sexual dysfunctions, affecting up to 30% of sexually active men worldwide ( 1 ). Despite its high frequency, PE remains one of the least understood and most stigmatized disorders in sexual medicine. The condition is traditionally defined as ejaculation that occurs sooner than desired, leading to personal distress or interpersonal difficulty. However, contemporary perspectives emphasize that PE extends beyond simple ejaculatory timing; it represents a complex biopsychosocial phenomenon affecting both partners within the sexual relationship. While biological factors, such as serotonergic dysregulation, hormonal imbalance, and penile hypersensitivity, contribute to the pathophysiology of PE, increasing evidence suggests that psychosocial and relational dimensions play an equally important role. Factors including age, education, emotional intimacy, communication quality, and lifestyle behaviors can either mitigate or exacerbate PE symptoms. However, prior research has focused mainly on male characteristics ( 2 – 3 ). The role of relational and partner-related factors has received less attention. Consequently, the contribution of female partners’ demographics, health status, and psychosocial profiles to PE remains insufficiently explored. Recent studies have highlighted this gap, and they also demonstrated that couple-level factors, including poor sexual communication, relationship dissatisfaction, and female sexual dysfunction, may contribute to the persistence of PE ( 4 – 5 ). Similarly, recent meta-analyses have shown that lifestyle factors, including physical inactivity and low educational levels, are strongly associated with sexual dysfunction in both men and women ( 6 ). These findings suggest that PE should not be viewed only as an individual male disorder; it should be considered a shared outcome of the couple’s biopsychosocial environment. The present study aimed to explore this couple-centered perspective by examining the relationship between the demographic, behavioral, and psychosocial factors of both partners and the presence of PE. We aimed to combine male and female data to identify modifiable risk factors. The influence of partner-related characteristics on ejaculatory control was also assessed. This approach offers a more comprehensive understanding of PE as a shared condition and may inform prevention and treatment strategies through joint lifestyle modification and couple-based interventions. Materials and Methods The study protocol was approved by the local ethics committee (Tekirdag Namık Kemal University Non-Interventional Clinical Trials Ethical Committee, Number: 2024.99.05.07) and conducted in accordance with the Declaration of Helsinki. This research was carried out under the auspices of the Andrology Working Group of the Society of Urological Surgery in Turkey. This multicenter cross-sectional study was conducted between 2023 and 2025 at urology clinics. A total of 1,322 individuals (661 couples) were evaluated. The eligible participants were heterosexual couples in a stable relationship for at least six months. Exclusion criteria included major psychiatric disorders, history of pelvic surgery, use of medications affecting ejaculation or sexual function, and uncontrolled systemic diseases. All participants provided written informed consent before participation. All participants completed a questionnaire with interviewer at outpatient and we assessed the sociodemographic characteristics (age, education, marital status, income, and lifestyle factors, such as smoking, alcohol use, and exercise habits). Male participants were assessed using the Arabic Index of Premature Ejaculation (AIPE), the Premature Ejaculation Diagnostic Tool (PEDT), the Intravaginal Ejaculatory Latency Time (IELT), and the short version of the International Index of Erectile Function (IIEF-5) to evaluate erectile status. Female partners completed the Golombok–Rust Inventory of Sexual Satisfaction (GRISS) and Sexual Relationship PowerScale (SRPS) which assessed communication, frequency, touch, and satisfaction. All surveys were administered in their validated versions, and questionnaire forms are available in the supplementary material ( 7 – 9 ). Clinicodemographic data, comorbidities, and lifestyle data were recorded for both partners. PE was defined according to the AIPE and PEDT cutoff values consistent with clinical diagnostic criteria. Comorbidities included diabetes, hypertension, and other chronic systemic diseases. Physical activity was categorized as regular (≥ 3 sessions/week) or irregular (< 3 sessions/week). Educational level was dichotomized as “high school or lower” versus “university or higher” for comparative analysis. Household income groups were defined according to the latest nationally reported poverty and hunger thresholds. Statistical Analysis Categorical variables were expressed as frequencies and percentages, and continuous variables as medians (Q1–Q3). The Shapiro–Wilk test was used to assess the normality of the continuous variables. The Mann–Whitney U test was used to compare distributions between groups, and the chi-square test was used to compare the distribution of categorical variables. Simple logistic regression was used for bivariate analysis to identify individual associations with PE status (yes/no). Factors found to be significant in bivariate analysis were entered stepwise into a multiple logistic regression model. Significant results are presented as odds ratios (ORs) with 95% confidence intervals (CIs). Nonsignificant covariates were removed from the model. All statistical analyses were performed using SPSS 19.0 software (IBM Corp.). A p-value of < 0.05 (two-tailed) was considered statistically significant. Results A total of 1,322 individuals (661 couples) participated in the study. Premature ejaculation was reported in the male partners of 272 couples, whereas it was absent in 389 couples. Thus, 661 men were included in the analysis: 272 had PE, and 389 did not. Men with PE were significantly older than those without PE (median age, 44 vs. 31 years; p = 0.001 ). They were less likely to engage in regular physical activity and had lower levels of educational attainment. Alcohol consumption was significantly more common among men without PE (59.6% vs. 44.1%; p = 0.001 ). Consistent with the clinical diagnosis, individuals in the PE group had significantly lower AIPE scores than those without PE (19 vs. 31; p = 0.001 ) and shorter IELT durations (3.6 ± 2.8 vs. 11.8 ± 4.5 min; p = 0.001 ). In contrast, no statistically significant difference in IIEF scores was observed between the two groups (Table 1). Table 2 presents a comparative analysis of female partners according to whether their male partners had PE. Women whose partners had PE were significantly older (median age, 43 vs. 30 years; p = 0.001 ), had higher body weight (68 vs. 60 kg; p = 0.001 ), and exhibited more comorbidities (73 vs. 27; p = 0.001 ). Alcohol consumption and lower engagement in regular physical activity were also more common among women with PE partners (p = 0.001 and p = 0.002 , respectively). A greater proportion of women with PE partners were currently married and had children compared to those without PE partners. The educational level distribution showed a lower rate of university graduates and postgraduate degrees among women with PE partners (p = 0.001 ). No significant differences were observed in having a private room (i.e., a separate bedroom allowing sexual privacy) or in combined household income (Table 2). Women with partners with PE had significantly lower scores in sexual frequency, communication, touch, satisfaction, relationship quality, and anorgasmia (p = 0.001 ). However, no significant difference was observed between the groups in vaginismus (p = 0.127). In the analysis of the Sexual Relationship Power Scale (SRPS), relationship control and total SRPS scores were significantly higher in women with a PE partner (p = 0.001 ), whereas no significant difference was found in decision-making dominance (p = 0.054) (Table 5, Figure 1) The multivariate logistic regression model explained 27.7% of the variance in PE presence among men. Increasing age was associated with higher odds of PE, with each additional year increasing the likelihood by 5.7% (OR = 1.057, 95% CI: 1.039–1.075; p = 0.001 ). Men who did not engage in regular physical activity had 1.76-fold higher odds of PE (OR = 1.759, 95% CI: 1.126–2.749; p = 0.013 ). In addition, lower educational attainment (high school or below) was associated with 2.22 times the odds of PE compared with university-level education or higher (OR = 2.224, 95% CI: 1.413–3.501; p = 0.001 ) (Table 3, Figure 2). The multivariate logistic regression model for female partners’ characteristics explained 32.7% of the variance in the presence of PE in their male partners. Each one-year increase in age was associated with a 4% increase in the likelihood of PE in their partners (OR = 1.04, 95% CI: 1.016–1.066; p = 0.001 ). The presence of comorbidities in female partners increased the odds of PE in their male partners by 2.64 times (OR = 2.639, 95% CI: 1.312–5.307; p = 0.006 ). Similarly, a lack of regular exercise was associated with 2.19-fold higher odds (OR = 2.188, 95% CI: 1.284–3.73; p = 0.004 ). Women with a high school education or lower had nearly three times greater odds of having a partner with PE compared with those with university-level education or higher (OR = 2.995, 95% CI: 1.778–5.044; p < 0.001 ) (Table 4 and Figure 2). Discussion This study demonstrates that premature ejaculation (PE) should not be regarded only as a male-specific disorder but rather as a shared condition influenced by the combined demographic, behavioral, and psychosocial characteristics of both partners. The findings indicate that PE develops within an interpersonal context in which biological vulnerability interacts with mutual habits, communication patterns, and lifestyle factors that influence the couple’s sexual functioning. One of the main findings was that older age was strongly associated with PE. This outcome is consistent with a previous trial reporting that each additional year increases the odds of PE by approximately 6% ( 10 ). This association may partly reflect age-related declines in hormonal activity, nerve conduction, and penile sensitivity. Similarly, earlier studies have shown that older female partners tend to report higher levels of sexual dissatisfaction and more frequent orgasmic difficulties, which may increase relational stress and contribute to ejaculatory problems in male partners ( 4 , 11 ). Education level also played a significant role in the frequency of PE. In our data, men with a high school education or lower exhibited a 2.2-fold increase in the prevalence of PE. Female partners with the same educational background were associated with a nearly threefold increase in their partners’ PE risk. Grewal et al. (2014) observed similar results in South Asian populations, linking low education and limited sexual communication with a higher PE prevalence ( 5 ). A lower level of education is often linked to reduced health literacy and a limited ability to engage in effective communication between partners. This may lead to misunderstandings, avoidance of sensitive discussions, and a lack of shared problem-solving, all of which can negatively affect sexual and emotional well-being within the relationship. Physical inactivity was another key predictor. Men who did not exercise regularly had a 1.76-fold higher likelihood of PE, while inactive women increased their partners’ risk by 2.19-fold. A recent review by Allen and Walter (2018) supported our observations, showing that moderate and high levels of physical activity reduced the risk of sexual dysfunction by 37% and 58%, respectively ( 6 ). Exercise may help improve vascular and hormonal regulation, reduce anxiety, and enhance ejaculatory control. Female comorbidities also played a significant role in couples affected by PE. Chronic diseases in women increased the risk of PE in their male partners by 2.64 times. Previous studies have confirmed this association. According to Ibrahim (2012) and Yanez (2006) et al., female aging and chronic illness correlate with lower sexual desire and satisfaction, which may indirectly affect male ejaculatory control through relational dynamics ( 4 , 11 ). The interaction between partners appears to be reciprocal—sexual dysfunction in one partner often mirrors and contributes to emotional or health difficulties in the other. Relationship quality also appeared markedly reduced. In couples affected by PE, GRISS scores for communication, touch, frequency, and satisfaction were clearly lower than in those without PE. This finding aligns with the observations of Ventus et al. (2021), who observed that such couples were two to three times more likely to experience reduced satisfaction and emotional withdrawal ( 2 ). Overall, PE may undermine emotional closeness and mutual trust, creating a psychosexual effect that extends past the individual to both partners. In summary, our data and previous studies converge on a single conclusion: PE is a multifactorial condition influenced by shared lifestyle and emotional factors ( 4 – 6 , 10 ). Focusing on modifiable factors, such as education and exercise, may improve ejaculatory control. When combined with couple-based counseling, these efforts can also improve relational satisfaction. Although our cross-sectional design limits causal inference, the large sample and inclusion of partner variables provide strong evidence that PE represents a shared phenomenon rather than an isolated male issue. Further studies are needed to evaluate the longitudinal impact of partner-related factors on PE and to assess the clinical effectiveness of couple-based therapeutic interventions. Conclusion This study demonstrates that PE emerges within a shared interpersonal and behavioral context rather than as an isolated male condition. Both male and female factors—including age, education, lifestyle habits, and health status—contribute to its manifestation. Addressing modifiable parameters, such as physical inactivity and low educational attainment, combined with couple-focused counseling, may improve ejaculatory control and mutual satisfaction. Future longitudinal and interventional studies are warranted to clarify causal mechanisms and develop preventive, lifestyle-based therapeutic strategies that integrate both partners into the management of PE. Declarations Acknowledgments The authors gratefully acknowledge the contributions of all participants and the clinical staff who supported this study. Funding: No external funding was received for this study. Human Ethics and Consent to Participate: A written informed consent was obtained from participants to participate in the study. All procedures performed in this study were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards. Conflicts of Interest The authors declare no conflicts of interest. Author’s contribution C.D. conceived the study, designed the methodology, supervised the project, and contributed to data interpretation and manuscript drafting. D.S. performed the main statistical analyses, oversaw analytic strategy, contributed to data interpretation, and critically revised the manuscript. M.F.S. supported statistical modeling, assisted with data interpretation, and contributed to manuscript preparation. C.M.Y. coordinated data acquisition, supported methodological processes, and reviewed the manuscript. A.B. curated clinical data, conducted literature review, and contributed to manuscript editing. A.Y. participated in patient data collection, clinical assessment, and manuscript review. M.S.K. managed the database, supported analytic workflows, and assisted in proofreading. F.B.T. prepared figures, organized data, and provided technical support. O.C. offered clinical oversight, methodological input, and critical revision. A.C. provided software support, managed the digital survey infrastructure, and contributed to data processing. All authors reviewed and approved the final manuscript. Data Availability Statement Data supporting the findings of this study are available from the corresponding author upon reasonable request. References Irfan M, Hussain NHN, Noor NM, Mohamed M, Sidi H, Ismail SB (2020) Epidemiology of male sexual dysfunction in Asian and European regions: a systematic review. Am J Men's Health 14(4):1557988320937200 Ventus D, Jern P (2016) Lifestyle Factors and Premature Ejaculation: Are Physical Exercise, Alcohol Consumption, and Body Mass Index Associated With Premature Ejaculation and Comorbid Erectile Problems? J Sex Med 13(10):1482–1487. https://doi.org/10.1016/j.jsxm.2016.08.007 Herkommer K, Meissner VH, Dinkel A, Jahnen M, Schiele S, Kron M, Ankerst DP, Gschwend JE (2024) Prevalence, lifestyle, and risk factors of erectile dysfunction, premature ejaculation, and low libido in middle-aged men: first results of the Bavarian Men's Health-Study. Andrology 12(4):801–808. https://doi.org/10.1111/andr.13524 Yánez D, Castelo-Branco C, Hidalgo LA, Chedraui PA (2006) Sexual dysfunction and related risk factors in a cohort of middle-aged Ecuadorian women. J Obstet gynaecology: J Inst Obstet Gynecol 26(7):682–686. https://doi.org/10.1080/01443610600914021 Grewal GS, Gill JS, Sidi H, Gurpreet K, Jambunathan ST, Suffee NJ, Midin M, Jaafar N, N. R., Das S (2014) Prevalence and risk factors of female sexual dysfunction among healthcare personnel in Malaysia. Compr Psychiatr 55(Suppl 1):S17–S22. https://doi.org/10.1016/j.comppsych.2013.01.009 Allen MS, Walter EE (2018) Health-Related Lifestyle Factors and Sexual Dysfunction: A Meta-Analysis of Population-Based Research. J Sex Med 15(4):458–475. https://doi.org/10.1016/j.jsxm.2018.02.008 Uçan G, Baydur H (2018) Cinsel Yaşamda Üstünlük Ölçeği: Kadın örnekleminde geçerlilik ve güvenilirlik ölçütleri, b. Anatol J Psychiatry/Anadolu Psikiyatri Dergisi, 19(1) Tuğrul C, Öztan N, Kabakçı E (1993) Golombok-Rust cinsel doyum ölçeği’nin standardizasyon çalışması. Türk Psikiyatri Dergisi 4(2):83–88 Turunç T, Deveci S, Güvel S, Peşkircioğlu l (2007) Uluslararası cinsel işlev indeksinin 5 soruluk versiyonunun (IIEF-5) Türkçe geçerlilik çalışmasının değerlendirilmesi. Türk Üroloji. Dergisi/Turkish J Urol 33(1):45–49 Canat L, Değirmentepe RB, Atalay HA, Alkan İ, Özbir S, Çulha MG, Ötünçtemur A (2018) The relationship between female sexual function index domains and premature ejaculation. Int Urol Nephrol 50(4):633–637. https://doi.org/10.1007/s11255-018-1832-y Ibrahim ZM, Ahmed MR, Sayed Ahmed WA (2013) Prevalence and risk factors for female sexual dysfunction among Egyptian women. Arch Gynecol Obstet 287(6):1173–1180. https://doi.org/10.1007/s00404-012-2677-8 Tables Table-1. Comparison of Demographic and Sexual Function Parameters Between Men with and without PE Table -2. Comparative Analysis of Demographic and Sexual Function Parameters in Female Partners According to the Presence of PE in Their Partners Table 3. Multivariate Logistic Regression Analysis of Factors Associated with the Presence of PE in Men Predictor Variable β p-value Odds Ratio (OR) 95% CI for OR (Lower–Upper) Age (year) 0.055 0.001 1.057 1.039 – 1.075 Lack of regular exercise (Ref: Yes) 0.565 0.013 1.759 1.126 – 2.749 Education ≤ High School (Ref: ≥ Univ.) 0.799 0.001 2.224 1.413 – 3.501 Constant –2.826 <0.001 0.059 – Table 4. Multivariate Logistic Regression Analysis of Female Partners According to the Presence of PE in their Male Partners Predictor Variable β (Beta) p-value Odds Ratio (OR) 95% CI for OR (Lower–Upper) Age (year) 0.04 0.001 1.04 1.016 – 1.066 Comorbidity (Ref: No) 0.97 0.006 2.639 1.312 – 5.307 Lack of exercise (Ref: Yes) 0.783 0.004 2.188 1.284 – 3.73 Education ≤ High School (Ref: ≥ Univ.) –1.097 <0.001 2.995 1.778 – 5.044 Constant –2.071 <0.001 0.126 – Table-5. Comparison of GRISS and SRPS Scores Between Women with and without a Partner with PE Women with a PE partner Women without a PE partner p value Sexual Frequency* (median, IQR) 3 (2-4) 4 (3-6) 0.001 Communication* (median, IQR) 2 (2-4) 4 (3-6) 0.001 Avoidance* (median, IQR) 2 (2-5.5) 5 (2-7) 0.001 Touch* (median, IQR) 3 (1-5) 4 (3-6) 0.001 Satisfaction* (median, IQR) 4 (3-7) 6 (4-8) 0.001 Vaginismus* (median, IQR) 5 (4-7) 6 (4-8) 0.127 Anorgasmia* (median, IQR) 5 (3-7) 7 (5-9) 0.001 Quality* (median, IQR) 5 (3-6) 6 (4-8) 0.001 Relationship control W (median, IQR) 3.27 (2.87-3.60) 3 (2.60-3.33) 0.001 Decision-making dominance W (median, IQR) 2.50 (2.50-2.50) 2.50 (2.13-2.50) 0.054 Overall score of SRPS W (median, IQR) 3.07 (2.77-3.36) 2.92 (2.48-3.21) 0.001 * GRISS: Golombok–Rust Inventory of Sexual Satisfaction, W SRPS : Sexual Relationship PowerScale Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Editorial decision: Revision requested 03 Mar, 2026 Reviews received at journal 27 Feb, 2026 Reviewers agreed at journal 15 Feb, 2026 Reviews received at journal 15 Feb, 2026 Reviewers agreed at journal 15 Feb, 2026 Reviewers invited by journal 10 Feb, 2026 Editor assigned by journal 07 Feb, 2026 Submission checks completed at journal 07 Feb, 2026 First submitted to journal 02 Feb, 2026 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. 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Also discoverable on Platform About Our Team In Review Editorial Policies Advisory Board Help Center Resources Author Services Accessibility API Access RSS feed Manage Cookie Preferences © Research Square 2026 | ISSN 2693-5015 (online) Privacy Policy Terms of Service Do Not Sell My Personal Information {"props":{"pageProps":{"initialData":{"identity":"rs-8761586","acceptedTermsAndConditions":true,"allowDirectSubmit":false,"archivedVersions":[],"articleType":"Research Article","associatedPublications":[],"authors":[{"id":590606119,"identity":"b49f18ec-2294-4a5b-b8fd-b57331304fd6","order_by":0,"name":"Çağrı Doğan","email":"","orcid":"","institution":"Namik Kemal University Faculty of Medicine","correspondingAuthor":false,"prefix":"","firstName":"Çağrı","middleName":"","lastName":"Doğan","suffix":""},{"id":590606120,"identity":"9fbb16e5-6766-46f1-9a72-8f1e9ecf6736","order_by":1,"name":"Mehmet Fatih 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Hospital","correspondingAuthor":false,"prefix":"","firstName":"Önder","middleName":"","lastName":"Çınar","suffix":""},{"id":590606128,"identity":"1d4dfbf2-1b56-49da-9e77-155dbe07a23a","order_by":9,"name":"Alkan Çubuk","email":"","orcid":"","institution":"Bursa Medicana Hospital","correspondingAuthor":false,"prefix":"","firstName":"Alkan","middleName":"","lastName":"Çubuk","suffix":""}],"badges":[],"createdAt":"2026-02-02 07:10:52","currentVersionCode":1,"declarations":"","doi":"10.21203/rs.3.rs-8761586/v1","doiUrl":"https://doi.org/10.21203/rs.3.rs-8761586/v1","draftVersion":[],"editorialEvents":[],"editorialNote":"","failedWorkflow":false,"files":[{"id":102739651,"identity":"4101dd93-b080-4c3b-a2a8-4706ba007c19","added_by":"auto","created_at":"2026-02-16 07:11:07","extension":"png","order_by":1,"title":"Figure 1","display":"","copyAsset":false,"role":"figure","size":930913,"visible":true,"origin":"","legend":"\u003cp\u003eComparison of GRISS subscale scores and SRPS scores between women with and without a partner with premature ejaculation. **GRISS: Golombok–Rust Inventory of Sexual Satisfaction, SRPS: Sexual Relationship PowerScale\u003c/p\u003e","description":"","filename":"Figure1.png","url":"https://assets-eu.researchsquare.com/files/rs-8761586/v1/63791f2bde6d92d583c218da.png"},{"id":102739672,"identity":"a5a09a2b-9465-4d4b-a585-e01df45b4107","added_by":"auto","created_at":"2026-02-16 07:11:12","extension":"png","order_by":2,"title":"Figure 2","display":"","copyAsset":false,"role":"figure","size":277299,"visible":true,"origin":"","legend":"\u003cp\u003eForest plot illustrating the multivariate logistic regression results for both male and female cohorts, summarizing the independent predictors and their adjusted odds ratios\u003c/p\u003e","description":"","filename":"Figure2.png","url":"https://assets-eu.researchsquare.com/files/rs-8761586/v1/2215b7dee695b8234caa14b7.png"},{"id":102739732,"identity":"e15a2739-0148-47d9-87b9-872d3997cb65","added_by":"auto","created_at":"2026-02-16 07:11:36","extension":"pdf","order_by":0,"title":"","display":"","copyAsset":false,"role":"manuscript-pdf","size":2507654,"visible":true,"origin":"","legend":"","description":"","filename":"manuscript.pdf","url":"https://assets-eu.researchsquare.com/files/rs-8761586/v1/0217c725-4fe8-4f20-bc0c-25652094886f.pdf"}],"financialInterests":"No competing interests reported.","formattedTitle":"The Hidden Half of Premature Ejaculation: Partner Factors and Shared Determinants − A Couple-Based Cross-Sectional Study","fulltext":[{"header":"Introduction","content":"\u003cp\u003ePremature ejaculation (PE) is one of the most prevalent male sexual dysfunctions, affecting up to 30% of sexually active men worldwide (\u003cspan citationid=\"CR1\" class=\"CitationRef\"\u003e1\u003c/span\u003e). Despite its high frequency, PE remains one of the least understood and most stigmatized disorders in sexual medicine. The condition is traditionally defined as ejaculation that occurs sooner than desired, leading to personal distress or interpersonal difficulty. However, contemporary perspectives emphasize that PE extends beyond simple ejaculatory timing; it represents a complex biopsychosocial phenomenon affecting both partners within the sexual relationship.\u003c/p\u003e \u003cp\u003eWhile biological factors, such as serotonergic dysregulation, hormonal imbalance, and penile hypersensitivity, contribute to the pathophysiology of PE, increasing evidence suggests that psychosocial and relational dimensions play an equally important role. Factors including age, education, emotional intimacy, communication quality, and lifestyle behaviors can either mitigate or exacerbate PE symptoms. However, prior research has focused mainly on male characteristics (\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR3\" class=\"CitationRef\"\u003e3\u003c/span\u003e). The role of relational and partner-related factors has received less attention. Consequently, the contribution of female partners\u0026rsquo; demographics, health status, and psychosocial profiles to PE remains insufficiently explored.\u003c/p\u003e \u003cp\u003eRecent studies have highlighted this gap, and they also demonstrated that couple-level factors, including poor sexual communication, relationship dissatisfaction, and female sexual dysfunction, may contribute to the persistence of PE (\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e). Similarly, recent meta-analyses have shown that lifestyle factors, including physical inactivity and low educational levels, are strongly associated with sexual dysfunction in both men and women (\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e). These findings suggest that PE should not be viewed only as an individual male disorder; it should be considered a shared outcome of the couple\u0026rsquo;s biopsychosocial environment. The present study aimed to explore this couple-centered perspective by examining the relationship between the demographic, behavioral, and psychosocial factors of both partners and the presence of PE. We aimed to combine male and female data to identify modifiable risk factors. The influence of partner-related characteristics on ejaculatory control was also assessed. This approach offers a more comprehensive understanding of PE as a shared condition and may inform prevention and treatment strategies through joint lifestyle modification and couple-based interventions.\u003c/p\u003e"},{"header":"Materials and Methods","content":"\u003cp\u003e The study protocol was approved by the local ethics committee (Tekirdag Namık Kemal University Non-Interventional Clinical Trials Ethical Committee, Number: 2024.99.05.07) and conducted in accordance with the Declaration of Helsinki. This research was carried out under the auspices of the Andrology Working Group of the Society of Urological Surgery in Turkey.\u003c/p\u003e \u003cp\u003eThis multicenter cross-sectional study was conducted between 2023 and 2025 at urology clinics. A total of 1,322 individuals (661 couples) were evaluated. The eligible participants were heterosexual couples in a stable relationship for at least six months. Exclusion criteria included major psychiatric disorders, history of pelvic surgery, use of medications affecting ejaculation or sexual function, and uncontrolled systemic diseases. All participants provided written informed consent before participation.\u003c/p\u003e \u003cp\u003eAll participants completed a questionnaire with interviewer at outpatient and we assessed the sociodemographic characteristics (age, education, marital status, income, and lifestyle factors, such as smoking, alcohol use, and exercise habits). Male participants were assessed using the Arabic Index of Premature Ejaculation (AIPE), the Premature Ejaculation Diagnostic Tool (PEDT), the Intravaginal Ejaculatory Latency Time (IELT), and the short version of the International Index of Erectile Function (IIEF-5) to evaluate erectile status. Female partners completed the Golombok\u0026ndash;Rust Inventory of Sexual Satisfaction (GRISS) and Sexual Relationship PowerScale (SRPS) which assessed communication, frequency, touch, and satisfaction. All surveys were administered in their validated versions, and questionnaire forms are available in the supplementary material (\u003cspan additionalcitationids=\"CR8\" citationid=\"CR7\" class=\"CitationRef\"\u003e7\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR9\" class=\"CitationRef\"\u003e9\u003c/span\u003e).\u003c/p\u003e \u003cp\u003eClinicodemographic data, comorbidities, and lifestyle data were recorded for both partners. PE was defined according to the AIPE and PEDT cutoff values consistent with clinical diagnostic criteria. Comorbidities included diabetes, hypertension, and other chronic systemic diseases. Physical activity was categorized as regular (\u0026ge;\u0026thinsp;3 sessions/week) or irregular (\u0026lt;\u0026thinsp;3 sessions/week). Educational level was dichotomized as \u0026ldquo;high school or lower\u0026rdquo; versus \u0026ldquo;university or higher\u0026rdquo; for comparative analysis. Household income groups were defined according to the latest nationally reported poverty and hunger thresholds.\u003c/p\u003e \u003cdiv id=\"Sec3\" class=\"Section2\"\u003e \u003ch2\u003eStatistical Analysis\u003c/h2\u003e \u003cp\u003eCategorical variables were expressed as frequencies and percentages, and continuous variables as medians (Q1\u0026ndash;Q3). The Shapiro\u0026ndash;Wilk test was used to assess the normality of the continuous variables. The Mann\u0026ndash;Whitney U test was used to compare distributions between groups, and the chi-square test was used to compare the distribution of categorical variables. Simple logistic regression was used for bivariate analysis to identify individual associations with PE status (yes/no). Factors found to be significant in bivariate analysis were entered stepwise into a multiple logistic regression model. Significant results are presented as odds ratios (ORs) with 95% confidence intervals (CIs). Nonsignificant covariates were removed from the model. All statistical analyses were performed using SPSS 19.0 software (IBM Corp.). A p-value of \u0026lt;\u0026thinsp;0.05 (two-tailed) was considered statistically significant.\u003c/p\u003e \u003c/div\u003e"},{"header":"Results","content":"\u003cp\u003eA total of 1,322 individuals (661 couples) participated in the study. Premature ejaculation was reported in the male partners of 272 couples, whereas it was absent in 389 couples. Thus, 661 men were included in the analysis: 272 had PE, and 389 did not.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003eMen with PE were significantly older than those without PE (median age, 44 vs. 31 years; p = \u003cstrong\u003e0.001\u003c/strong\u003e). They were less likely to engage in regular physical activity and had lower levels of educational attainment. Alcohol consumption was significantly more common among men without PE (59.6% vs. 44.1%; p = \u003cstrong\u003e0.001\u003c/strong\u003e). Consistent with the clinical diagnosis, individuals in the PE group had significantly lower AIPE scores than those without PE (19 vs. 31; p = \u003cstrong\u003e0.001\u003c/strong\u003e) and shorter IELT durations (3.6\u0026nbsp;\u0026plusmn;\u0026nbsp;2.8 vs. 11.8\u0026nbsp;\u0026plusmn;\u0026nbsp;4.5 min; p = \u003cstrong\u003e0.001\u003c/strong\u003e). In contrast, no statistically significant difference in IIEF scores was observed between the two groups (Table 1).\u003c/p\u003e\n\u003cp\u003eTable 2 presents a comparative analysis of female partners according to whether their male partners had PE. Women whose partners had PE were significantly older (median age, 43 vs. 30 years; p = \u003cstrong\u003e0.001\u003c/strong\u003e), had higher body weight (68 vs. 60 kg; p = \u003cstrong\u003e0.001\u003c/strong\u003e), and exhibited more comorbidities (73 vs. 27; p = \u003cstrong\u003e0.001\u003c/strong\u003e). Alcohol consumption and lower engagement in regular physical activity were also more common among women with PE partners (p = \u003cstrong\u003e0.001\u003c/strong\u003e and p = \u003cstrong\u003e0.002\u003c/strong\u003e, respectively). A greater proportion of women with PE partners were currently married and had children compared to those without PE partners. The educational level distribution showed a lower rate of university graduates and postgraduate degrees among women with PE partners (p = \u003cstrong\u003e0.001\u003c/strong\u003e). No significant differences were observed in having a private room (i.e., a separate bedroom allowing sexual privacy) or in combined household income (Table 2). Women with partners with PE had significantly lower scores in sexual frequency, communication, touch, satisfaction, relationship quality, and anorgasmia (p = \u003cstrong\u003e0.001\u003c/strong\u003e). However, no significant difference was observed between the groups in vaginismus (p = 0.127). In the analysis of the Sexual Relationship Power Scale (SRPS), relationship control and total SRPS scores were significantly higher in women with a PE partner (p = \u003cstrong\u003e0.001\u003c/strong\u003e), whereas no significant difference was found in decision-making dominance (p = 0.054) (Table 5, Figure 1)\u003c/p\u003e\n\u003cp\u003eThe multivariate logistic regression model explained 27.7% of the variance in PE presence among men. Increasing age was associated with higher odds of PE, with each additional year increasing the likelihood by 5.7% (OR = 1.057, 95% CI: 1.039\u0026ndash;1.075; p = \u003cstrong\u003e0.001\u003c/strong\u003e). Men who did not engage in regular physical activity had 1.76-fold higher odds of PE (OR = 1.759, 95% CI: 1.126\u0026ndash;2.749; p = \u003cstrong\u003e0.013\u003c/strong\u003e). In addition, lower educational attainment (high school or below) was associated with 2.22 times the odds of PE compared with university-level education or higher (OR = 2.224, 95% CI: 1.413\u0026ndash;3.501; p = \u003cstrong\u003e0.001\u003c/strong\u003e) (Table 3, Figure 2).\u003c/p\u003e\n\u003cp\u003eThe multivariate logistic regression model for female partners\u0026rsquo; characteristics explained 32.7% of the variance in the presence of PE in their male partners. Each one-year increase in age was associated with a 4% increase in the likelihood of PE in their partners (OR = 1.04, 95% CI: 1.016\u0026ndash;1.066; p = \u003cstrong\u003e0.001\u003c/strong\u003e). The presence of comorbidities in female partners increased the odds of PE in their male partners by 2.64 times (OR = 2.639, 95% CI: 1.312\u0026ndash;5.307; p = \u003cstrong\u003e0.006\u003c/strong\u003e). Similarly, a lack of regular exercise was associated with 2.19-fold higher odds (OR = 2.188, 95% CI: 1.284\u0026ndash;3.73; p = \u003cstrong\u003e0.004\u003c/strong\u003e). Women with a high school education or lower had nearly three times greater odds of having a partner with PE compared with those with university-level education or higher (OR = 2.995, 95% CI: 1.778\u0026ndash;5.044; p \u0026lt; \u003cstrong\u003e0.001\u003c/strong\u003e) (Table 4 and Figure 2).\u003c/p\u003e"},{"header":"Discussion","content":"\u003cp\u003eThis study demonstrates that premature ejaculation (PE) should not be regarded only as a male-specific disorder but rather as a shared condition influenced by the combined demographic, behavioral, and psychosocial characteristics of both partners. The findings indicate that PE develops within an interpersonal context in which biological vulnerability interacts with mutual habits, communication patterns, and lifestyle factors that influence the couple\u0026rsquo;s sexual functioning.\u003c/p\u003e \u003cp\u003eOne of the main findings was that older age was strongly associated with PE. This outcome is consistent with a previous trial reporting that each additional year increases the odds of PE by approximately 6% (\u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e). This association may partly reflect age-related declines in hormonal activity, nerve conduction, and penile sensitivity. Similarly, earlier studies have shown that older female partners tend to report higher levels of sexual dissatisfaction and more frequent orgasmic difficulties, which may increase relational stress and contribute to ejaculatory problems in male partners (\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e).\u003c/p\u003e \u003cp\u003eEducation level also played a significant role in the frequency of PE. In our data, men with a high school education or lower exhibited a 2.2-fold increase in the prevalence of PE. Female partners with the same educational background were associated with a nearly threefold increase in their partners\u0026rsquo; PE risk. Grewal et al. (2014) observed similar results in South Asian populations, linking low education and limited sexual communication with a higher PE prevalence (\u003cspan citationid=\"CR5\" class=\"CitationRef\"\u003e5\u003c/span\u003e). A lower level of education is often linked to reduced health literacy and a limited ability to engage in effective communication between partners. This may lead to misunderstandings, avoidance of sensitive discussions, and a lack of shared problem-solving, all of which can negatively affect sexual and emotional well-being within the relationship.\u003c/p\u003e \u003cp\u003ePhysical inactivity was another key predictor. Men who did not exercise regularly had a 1.76-fold higher likelihood of PE, while inactive women increased their partners\u0026rsquo; risk by 2.19-fold. A recent review by Allen and Walter (2018) supported our observations, showing that moderate and high levels of physical activity reduced the risk of sexual dysfunction by 37% and 58%, respectively (\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e). Exercise may help improve vascular and hormonal regulation, reduce anxiety, and enhance ejaculatory control.\u003c/p\u003e \u003cp\u003eFemale comorbidities also played a significant role in couples affected by PE. Chronic diseases in women increased the risk of PE in their male partners by 2.64 times. Previous studies have confirmed this association. According to Ibrahim (2012) and Yanez (2006) et al., female aging and chronic illness correlate with lower sexual desire and satisfaction, which may indirectly affect male ejaculatory control through relational dynamics (\u003cspan citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e, \u003cspan citationid=\"CR11\" class=\"CitationRef\"\u003e11\u003c/span\u003e). The interaction between partners appears to be reciprocal\u0026mdash;sexual dysfunction in one partner often mirrors and contributes to emotional or health difficulties in the other. Relationship quality also appeared markedly reduced. In couples affected by PE, GRISS scores for communication, touch, frequency, and satisfaction were clearly lower than in those without PE. This finding aligns with the observations of Ventus et al. (2021), who observed that such couples were two to three times more likely to experience reduced satisfaction and emotional withdrawal (\u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2\u003c/span\u003e). Overall, PE may undermine emotional closeness and mutual trust, creating a psychosexual effect that extends past the individual to both partners.\u003c/p\u003e \u003cp\u003eIn summary, our data and previous studies converge on a single conclusion: PE is a multifactorial condition influenced by shared lifestyle and emotional factors (\u003cspan additionalcitationids=\"CR5\" citationid=\"CR4\" class=\"CitationRef\"\u003e4\u003c/span\u003e\u0026ndash;\u003cspan citationid=\"CR6\" class=\"CitationRef\"\u003e6\u003c/span\u003e, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e10\u003c/span\u003e). Focusing on modifiable factors, such as education and exercise, may improve ejaculatory control. When combined with couple-based counseling, these efforts can also improve relational satisfaction. Although our cross-sectional design limits causal inference, the large sample and inclusion of partner variables provide strong evidence that PE represents a shared phenomenon rather than an isolated male issue. Further studies are needed to evaluate the longitudinal impact of partner-related factors on PE and to assess the clinical effectiveness of couple-based therapeutic interventions.\u003c/p\u003e"},{"header":"Conclusion","content":"\u003cp\u003eThis study demonstrates that PE emerges within a shared interpersonal and behavioral context rather than as an isolated male condition. Both male and female factors\u0026mdash;including age, education, lifestyle habits, and health status\u0026mdash;contribute to its manifestation. Addressing modifiable parameters, such as physical inactivity and low educational attainment, combined with couple-focused counseling, may improve ejaculatory control and mutual satisfaction. Future longitudinal and interventional studies are warranted to clarify causal mechanisms and develop preventive, lifestyle-based therapeutic strategies that integrate both partners into the management of PE.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eAcknowledgments\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe authors gratefully acknowledge the contributions of all participants and the clinical staff who supported this study.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding:\u0026nbsp;\u003c/strong\u003eNo external funding was received for this study.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eHuman Ethics and Consent to Participate:\u003c/strong\u003e A written informed consent was obtained from participants to participate in the study.\u0026nbsp;All procedures performed in this study were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki declaration and its later amendments or comparable ethical standards.\u0026nbsp;\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConflicts of Interest\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eThe authors declare no conflicts of interest.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eAuthor\u0026rsquo;s contribution\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eC.D. conceived the study, designed the methodology, supervised the project, and contributed to data interpretation and manuscript drafting. D.S. performed the main statistical analyses, oversaw analytic strategy, contributed to data interpretation, and critically revised the manuscript. M.F.S. supported statistical modeling, assisted with data interpretation, and contributed to manuscript preparation. C.M.Y. coordinated data acquisition, supported methodological processes, and reviewed the manuscript. A.B. curated clinical data, conducted literature review, and contributed to manuscript editing. A.Y. participated in patient data collection, clinical assessment, and manuscript review. M.S.K. managed the database, supported analytic workflows, and assisted in proofreading. F.B.T. prepared figures, organized data, and provided technical support. O.C. offered clinical oversight, methodological input, and critical revision. A.C. provided software support, managed the digital survey infrastructure, and contributed to data processing. All authors reviewed and approved the final manuscript.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eData Availability Statement\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003eData supporting the findings of this study are available from the corresponding author upon reasonable request.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eIrfan M, Hussain NHN, Noor NM, Mohamed M, Sidi H, Ismail SB (2020) Epidemiology of male sexual dysfunction in Asian and European regions: a systematic review. Am J Men's Health 14(4):1557988320937200\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eVentus D, Jern P (2016) Lifestyle Factors and Premature Ejaculation: Are Physical Exercise, Alcohol Consumption, and Body Mass Index Associated With Premature Ejaculation and Comorbid Erectile Problems? 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Int Urol Nephrol 50(4):633\u0026ndash;637. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003ehttps://doi.org/10.1007/s11255-018-1832-y\u003c/span\u003e\u003cspan address=\"10.1007/s11255-018-1832-y\" targettype=\"DOI\" class=\"RefTarget\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eIbrahim ZM, Ahmed MR, Sayed Ahmed WA (2013) Prevalence and risk factors for female sexual dysfunction among Egyptian women. Arch Gynecol Obstet 287(6):1173\u0026ndash;1180. \u003cspan class=\"ExternalRef\"\u003e\u003cspan class=\"RefSource\"\u003ehttps://doi.org/10.1007/s00404-012-2677-8\u003c/span\u003e\u003cspan address=\"10.1007/s00404-012-2677-8\" targettype=\"DOI\" class=\"RefTarget\"\u003e\u003c/span\u003e\u003c/span\u003e\u003c/span\u003e\u003c/li\u003e\u003c/ol\u003e"},{"header":"Tables","content":"\u003cp\u003e\u003cstrong\u003eTable-1. Comparison of Demographic and Sexual Function Parameters Between Men with and without PE\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTable -2. Comparative Analysis of Demographic and Sexual Function Parameters in Female Partners According to the Presence of PE in Their Partners\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cimg 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\"\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eTable 3. Multivariate Logistic Regression Analysis of Factors Associated with the Presence of PE in Men\u003c/strong\u003e\u003c/p\u003e\n\u003ctable border=\"1\" cellspacing=\"0\" cellpadding=\"0\" width=\"747\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 29.7587%;\"\u003e\n \u003cp\u003e\u003cstrong\u003ePredictor Variable\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.6005%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e\u0026beta;\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e\u003cstrong\u003ep-value\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eOdds Ratio (OR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.8097%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e95% CI for OR (Lower\u0026ndash;Upper)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 29.7587%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eAge (year)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.6005%;\"\u003e\n \u003cp\u003e0.055\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e1.057\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.8097%;\"\u003e\n \u003cp\u003e1.039 \u0026ndash; 1.075\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 29.7587%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eLack of regular exercise (Ref: Yes)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.6005%;\"\u003e\n \u003cp\u003e0.565\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.013\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e1.759\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.8097%;\"\u003e\n \u003cp\u003e1.126 \u0026ndash; 2.749\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 29.7587%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eEducation \u0026le; High School (Ref: \u0026ge; Univ.)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.6005%;\"\u003e\n \u003cp\u003e0.799\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e2.224\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.8097%;\"\u003e\n \u003cp\u003e1.413 \u0026ndash; 3.501\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 29.7587%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eConstant\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.6005%;\"\u003e\n \u003cp\u003e\u0026ndash;2.826\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e\u0026lt;0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.4155%;\"\u003e\n \u003cp\u003e0.059\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.8097%;\"\u003e\n \u003cp\u003e\u0026ndash;\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e\u003cstrong\u003eTable 4. Multivariate Logistic Regression Analysis of Female Partners According to the Presence of PE in their Male Partners\u003c/strong\u003e\u003c/p\u003e\n\u003ctable border=\"1\" cellspacing=\"0\" cellpadding=\"0\" width=\"747\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 30.3882%;\"\u003e\n \u003cp\u003e\u003cstrong\u003ePredictor Variable\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.7175%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e\u0026beta; (Beta)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.1821%;\"\u003e\n \u003cp\u003e\u003cstrong\u003ep-value\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.3949%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eOdds Ratio (OR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 29.3173%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e95% CI for OR (Lower\u0026ndash;Upper)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 30.3882%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eAge (year)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.7175%;\"\u003e\n \u003cp\u003e0.04\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.1821%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.3949%;\"\u003e\n \u003cp\u003e1.04\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 29.3173%;\"\u003e\n \u003cp\u003e1.016 \u0026ndash; 1.066\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 30.3882%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eComorbidity (Ref: No)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.7175%;\"\u003e\n \u003cp\u003e0.97\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.1821%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.006\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.3949%;\"\u003e\n \u003cp\u003e2.639\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 29.3173%;\"\u003e\n \u003cp\u003e1.312 \u0026ndash; 5.307\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 30.3882%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eLack of exercise (Ref: Yes)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.7175%;\"\u003e\n \u003cp\u003e0.783\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.1821%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.004\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.3949%;\"\u003e\n \u003cp\u003e2.188\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 29.3173%;\"\u003e\n \u003cp\u003e1.284 \u0026ndash; 3.73\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 30.3882%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eEducation \u0026le; High School (Ref: \u0026ge; Univ.)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.7175%;\"\u003e\n \u003cp\u003e\u0026ndash;1.097\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.1821%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e\u0026lt;0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.3949%;\"\u003e\n \u003cp\u003e2.995\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 29.3173%;\"\u003e\n \u003cp\u003e1.778 \u0026ndash; 5.044\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 30.3882%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eConstant\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.7175%;\"\u003e\n \u003cp\u003e\u0026ndash;2.071\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 12.1821%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e\u0026lt;0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 15.3949%;\"\u003e\n \u003cp\u003e0.126\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 29.3173%;\"\u003e\n \u003cp\u003e\u0026ndash;\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e\u003cstrong\u003eTable-5. Comparison of GRISS and SRPS Scores Between Women with and without a Partner with PE\u003c/strong\u003e\u003c/p\u003e\n\u003ctable border=\"1\" cellspacing=\"0\" cellpadding=\"0\" width=\"680\"\u003e\n \u003ctbody\u003e\n \u003ctr\u003e\n \u003ctd valign=\"top\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u0026nbsp;\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eWomen with a PE partner\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eWomen without a PE partner\u0026nbsp;\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003ep value\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eSexual Frequency* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e3 (2-4)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e4 (3-6)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eCommunication* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e2 (2-4)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e4 (3-6)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eAvoidance* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e2 (2-5.5)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e5 (2-7)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eTouch* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e3 (1-5)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e4 (3-6)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eSatisfaction* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e4 (3-7)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e6 (4-8)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eVaginismus* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e5 (4-7)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e6 (4-8)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e0.127\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eAnorgasmia* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e5 (3-7)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e7 (5-9)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eQuality* (median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e5 (3-6)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e6 (4-8)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eRelationship control\u0026nbsp;\u003c/strong\u003e\u003cstrong\u003e\u003csup\u003eW\u003c/sup\u003e\u003c/strong\u003e\u003cstrong\u003e\u0026nbsp;(median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e3.27 (2.87-3.60)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e3 (2.60-3.33)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eDecision-making dominance\u003c/strong\u003e\u003cstrong\u003e\u003csup\u003eW\u003c/sup\u003e\u003c/strong\u003e\u003cstrong\u003e\u0026nbsp;(median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e2.50 (2.50-2.50)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e2.50 (2.13-2.50)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e0.054\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003ctr\u003e\n \u003ctd valign=\"bottom\" style=\"width: 37.4449%;\"\u003e\n \u003cp\u003e\u003cstrong\u003eOverall score of SRPS\u003c/strong\u003e\u003cstrong\u003e\u003csup\u003eW\u003c/sup\u003e\u003c/strong\u003e\u003cstrong\u003e\u003csup\u003e\u0026nbsp;\u003c/sup\u003e\u003c/strong\u003e\u003cstrong\u003e(median, IQR)\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 23.6417%;\"\u003e\n \u003cp\u003e3.07 (2.77-3.36)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"top\" style=\"width: 26.4317%;\"\u003e\n \u003cp\u003e2.92 (2.48-3.21)\u003c/p\u003e\n \u003c/td\u003e\n \u003ctd valign=\"bottom\" style=\"width: 12.4816%;\"\u003e\n \u003cp\u003e\u003cstrong\u003e0.001\u003c/strong\u003e\u003c/p\u003e\n \u003c/td\u003e\n \u003c/tr\u003e\n \u003c/tbody\u003e\n\u003c/table\u003e\n\u003cp\u003e*\u003cstrong\u003eGRISS:\u003c/strong\u003e Golombok\u0026ndash;Rust Inventory of Sexual Satisfaction, \u003csup\u003eW\u003c/sup\u003e\u003cstrong\u003eSRPS\u003c/strong\u003e: Sexual Relationship PowerScale\u003c/p\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":true,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":true,"email":"[email protected]","identity":"world-journal-of-urology","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"wjur","sideBox":"Learn more about [World Journal of Urology](https://link.springer.com/journal/345)","snPcode":"345","submissionUrl":"https://submission.nature.com/new-submission/345/3","title":"World Journal of Urology","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false},"keywords":"Premature ejaculation, partner Influence, physical activity, comorbidity, age factors","lastPublishedDoi":"10.21203/rs.3.rs-8761586/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-8761586/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003ch2\u003eObjective\u003c/h2\u003e \u003cp\u003ePremature ejaculation (PE) is one of the most common male sexual dysfunctions, yet it is often perceived as an individual disorder, despite growing evidence suggesting a couple-based pathophysiology. This study aimed to explore the shared demographic, behavioral, and psychosocial determinants of PE among heterosexual couples.\u003c/p\u003e\u003ch2\u003eMaterials and Methods\u003c/h2\u003e \u003cp\u003eA cross-sectional study was conducted between 2023 and 2025, including 661 heterosexual couples (n\u0026thinsp;=\u0026thinsp;1,322 individuals) attending a tertiary urology clinic. Participants completed validated instruments: the Arabic Index of Premature Ejaculation (AIPE), the Premature Ejaculation Diagnostic Tool (PEDT), the International Index of Erectile Function (IIEF-5), and the Intravaginal Ejaculatory Latency Time (IELT) was questioned for males, and the Golombok\u0026ndash;Rust Inventory of Sexual Satisfaction (GRISS) for females. PE was defined according to the AIPE and PEDT cutoffs. Logistic regression analyses were performed to identify predictors of PE among male participants, using both partners\u0026rsquo; variables.\u003c/p\u003e\u003ch2\u003eResults\u003c/h2\u003e \u003cp\u003ePE was identified in 272 (41.1%) men. Men with PE were significantly older, less physically active, and had lower educational levels than men without PE (p\u0026thinsp;\u0026lt;\u0026thinsp;\u003cb\u003e0.05\u003c/b\u003e). Female partners of men with PE were also older, more frequently affected by chronic comorbidities, and less likely to exercise regularly. Multivariate regression revealed that older age (OR\u0026thinsp;=\u0026thinsp;1.057, 95% CI: 1.039\u0026ndash;1.075, p\u0026thinsp;=\u0026thinsp;\u003cb\u003e0.001\u003c/b\u003e), physical inactivity (OR\u0026thinsp;=\u0026thinsp;1.759, 95% CI: 1.126\u0026ndash;2.749, p\u0026thinsp;=\u0026thinsp;\u003cb\u003e0.013\u003c/b\u003e), and low education level (OR\u0026thinsp;=\u0026thinsp;2.224, 95% CI: 1.413\u0026ndash;3.501, p\u0026thinsp;=\u0026thinsp;\u003cb\u003e0.001\u003c/b\u003e) were independent predictors of PE in men. Among women, age (OR\u0026thinsp;=\u0026thinsp;1.04, 95% CI: 1.016\u0026ndash;1.066, p\u0026thinsp;=\u0026thinsp;\u003cb\u003e0.001\u003c/b\u003e), comorbidities (OR\u0026thinsp;=\u0026thinsp;2.639, 95% CI: 1.312\u0026ndash;5.307, p\u0026thinsp;=\u0026thinsp;\u003cb\u003e0.006\u003c/b\u003e), and physical inactivity (OR\u0026thinsp;=\u0026thinsp;2.995, 95% CI: 1.778\u0026ndash;5.044, p\u0026thinsp;\u0026lt;\u0026thinsp;\u003cb\u003e0.001\u003c/b\u003e) were associated with an increased risk of PE in their partners.\u003c/p\u003e\u003ch2\u003eConclusion\u003c/h2\u003e \u003cp\u003ePE should not be accepted purely as a male-specific disorder. It should be regarded as a shared biopsychosocial condition influenced by the characteristics of both partners. Lifestyle modification, patient education, and couple-based counseling may improve ejaculatory control and relationship satisfaction. These findings highlight the importance of a comprehensive, couple-centered approach to PE management.\u003c/p\u003e","manuscriptTitle":"The Hidden Half of Premature Ejaculation: Partner Factors and Shared Determinants − A Couple-Based Cross-Sectional Study","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-02-16 07:08:47","doi":"10.21203/rs.3.rs-8761586/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"decision","content":"Revision requested","date":"2026-03-03T09:24:26+00:00","index":"","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-02-27T18:19:08+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"142583183122096377071675479173835363031","date":"2026-02-16T04:41:50+00:00","index":"hide","fulltext":""},{"type":"editorInvitedReview","content":"","date":"2026-02-16T02:41:34+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"285947068745249704315491705172098300337","date":"2026-02-16T02:34:42+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-02-10T14:56:29+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-02-07T17:22:30+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-02-07T15:39:31+00:00","index":"","fulltext":""},{"type":"submitted","content":"World Journal of Urology","date":"2026-02-02T06:46:11+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":true,"email":"[email protected]","identity":"world-journal-of-urology","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"wjur","sideBox":"Learn more about [World Journal of Urology](https://link.springer.com/journal/345)","snPcode":"345","submissionUrl":"https://submission.nature.com/new-submission/345/3","title":"World Journal of Urology","twitterHandle":"","acdcEnabled":true,"dfaEnabled":true,"editorialSystem":"stoa","reportingPortfolio":"Springer Hybrid","inReviewEnabled":true,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"72f47f25-0871-46d3-8551-cf2effe18018","owner":[],"postedDate":"February 16th, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-04-21T09:26:26+00:00","versionOfRecord":[],"versionCreatedAt":"2026-02-16 07:08:47","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-8761586","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-8761586","identity":"rs-8761586","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}