Mapping Research Trends on Gender Diversity, Work Stress, and Job Satisfaction in Higher Education: A Bibliometric Analysis
Keywords:
Gender diversity; Job stress; Job satisfaction; Co-citation analysis; Biblioshiny; Inclusive EducationAbstract
Background: Over the past three and a half decades, significant scholarly attention has been directed toward understanding gender diversity, work-related stress, and job satisfaction across various organizational contexts. Methods: The present study investigates global research trends on these themes within higher education institutions by conducting a bibliometric analysis of 2195 articles published between 1984 and 2024, retrieved from the Scopus database. Key performance indicators, including citations, h-index, author productivity, and co-citation analysis, were employed. Biblioshiny facilitated the bibliometric analysis and the visualization of the scientific landscape. Graphical representations included annual scientific production, most locally cited sources, Three-Field Plots, Lotka’s Law analysis, most relevant affiliations, corresponding authors’ country metrics (SCP/MCP), most prolific countries, and cumulative occurrences of authors’ keywords. Findings: The results reveal a notable upward trajectory in research output, characterized by an annual growth rate of 6.58%. The Journal of Applied Psychology emerged as the leading source in terms of publication volume within the studied domain. Among individual contributors, Cooper C.L. was identified as the most influential author, with a total of 328 citations. Additionally, several emerging research themes related to gender diversity and work-related stress were identified. This study offers valuable insights into the evolution and current state of research on gender diversity, work stress, and job satisfaction, thereby serving as a critical resource for scholars and practitioners interested in these intersecting fields.Recommendations: Promote inclusive policies, reduce academic stress, enhance job satisfaction, and foster global research collaboration in higher education institutions.
https://doi.org/10.26803/ijlter.24.8.19
References
Amri, A., Abidli, Z., Elhamzaoui, M., Bouzaboul, M., Rabea, Z., & Ahami, A. O. T. (2020). Assessment of burnout among primary teachers in confinement during the COVID-19 period in Morocco: case of the Kenitra. The Pan African Medical Journal, 35.
Arthur, M. B., & Rousseau, D. M. (1996). A Career Lexicon for the 21st Century. Academy of Management Perspectives, 10, 28–39.
Berscheid, E., & Reis, H. T. (1998). Attraction and close relationships. In The handbook of social psychology, Vols. 1-2, 4th ed. (pp. 193–281). McGraw-Hill.
Broadus, R. N. (1987). Early approaches to bibliometrics. Journal of the American Society for Information Science, 38(2), 127–129. https://doi.org/10.1002/(SICI)1097-4571(198703)38:2<127::AID-ASI6>3.0.CO;2-K
Budshra, S., Malhan, D., & Kumar, M. (2024). Analyzing Work Stress Indicators and Remedial Measures Among Faculty in Analyzing Work Stress Indicators and Remedial Measures Among Faculty in Higher Education Institutions. Frontiers in Health Informatics, 13(4), 1572–1588.
Byrne, D. E. (1971). The attraction paradigm. In Personality and psychopathology TA - TT -. Academic Press. https://doi.org/LK - https://worldcat.org/title/204468
Cascio, W., & Montealegre, R. (2016). How Technology Is Changing Work and Organizations. Annual Review of Organizational Psychology and Organizational Behavior, 3, 349–375. https://doi.org/10.1146/annurev-orgpsych-041015-062352
Chan, K. B., Lai, G., Ko, Y. C., & Boey, K. W. (2000). Work stress among six professional groups: the Singapore experience. Social Science & Medicine, 50(10), 1415–1432. https://doi.org/https://doi.org/10.1016/S0277-9536(99)00397-4
Choudhary, Sangita, Yadav, Mohit, & Srivastava, Anugamini Priya. (2021). Cognitive Biases Among Millennial Indian Investors: Do Personality and Demographic Factors Matter? FIIB Business Review, 13(1), 106–117. https://doi.org/10.1177/23197145211057343
Cobo, M., López-Herrera, A. G., Herrera-Viedma, E., & Herrera, F. (2011). Science Mapping Software Tools: Review, Analysis, and Cooperative Study Among Tools. Journal of the American Society for Information Science and Technology, 62, 1382–1402. https://doi.org/10.1002/asi.21525
Colicchia, C., & Strozzi, F. (2012). Supply chain risk management: A new methodology for a systematic literature review. Supply Chain Management, 17(4), 403–418. https://doi.org/10.1108/13598541211246558
Collie, R. J. (2021a). COVID-19 and Teachers’ Somatic Burden, Stress, and Emotional Exhaustion: Examining the Role of Principal Leadership and Workplace Buoyancy. AERA Open, 7(1), 1–15. https://doi.org/10.1177/2332858420986187
Collie, R. J. (2021b). COVID-19 and Teachers’ Somatic Burden, Stress, and Emotional Exhaustion: Examining the Role of Principal Leadership and Workplace Buoyancy. AERA Open, 7, 2332858420986187. https://doi.org/10.1177/2332858420986187
Collins, R. (1979). Inequality and Heterogeneity: A Primitive Theory of Social Structure.By Peter M. Blau. New York: Free Press, 1977. 307 pp. $13.95. Social Forces, 58(2), 677–683. https://doi.org/10.1093/sf/58.2.677
Cropanzano, R., Howes, J. C., Grandey, A. A., & Toth, P. (1997). The relationship of organizational politics and support to work behaviors, attitudes, and stress. Journal of Organizational Behavior, 18(2), 159–180. https://doi.org/10.1002/(SICI)1099-1379(199703)18:2<159::AID-JOB795>3.0.CO;2-D
Delali, O., Zungbey, D., Sokro, E., Akomeah, M., Ntow, O., & Osei-Bonsu, N. (2020). Emotional Labour and Turnover Intention Among Teachers: The Moderating Role of Team Support. In J. I. Kantola, S. Nazir, & V. Salminen (Eds.), Advances in Human Factors, Business Management and Leadership (pp. 131–142). Springer International Publishing.
Dixon-Woods, M., Bonas, S., Booth, A., Jones, D. R., Miller, T., Sutton, A. J., Shaw, R. L., Smith, J. A., & Young, B. (2006). How can systematic reviews incorporate qualitative research? A critical perspective. Qualitative Research, 6(1), 27–44. https://doi.org/10.1177/1468794106058867
Dwyer, S., Richard, O. C., & Chadwick, K. (2003). Gender diversity in management and firm performance: The influence of growth orientation and organizational culture. Journal of Business Research, 56, 1009–1019. https://doi.org/10.1016/S0148-2963(01)00329-0
Ellegaard, O., & Wallin, J. A. (2015). The bibliometric analysis of scholarly production: How great is the impact? Scientometrics, 105(3), 1809–1831. https://doi.org/10.1007/s11192-015-1645-z
Evans, O., & Steptoe, A. (2002). The contribution of gender-role orientation, work factors and home stressors to psychological well-being and sickness absence in male- and female-dominated occupational groups. Social Science & Medicine, 54(4), 481–492. https://doi.org/https://doi.org/10.1016/S0277-9536(01)00044-2
Finch, J. H., Allen, R. S., & Weeks, H. S. (2010). The Salary Premium Required for Replacing Management Faculty: Evidence From a National Survey. Journal of Education for Business, 85(5), 264–267. https://doi.org/10.1080/08832320903449576
Fiori, M., Bollmann, G., & Rossier, J. (2015). Exploring the path through which career adaptability increases job satisfaction and lowers job stress: The role of affect. Journal of Vocational Behavior, 91, 113–121. https://doi.org/https://doi.org/10.1016/j.jvb.2015.08.010
Gardner, S. K. (2012). “I Couldn’t Wait to Leave the Toxic Environment”: A Mixed Methods Study of Women Faculty Satisfaction and Departure From One Research Institution. NASPA Journal About Women in Higher Education, 5(1), 71–95. https://doi.org/10.1515/njawhe-2012-1079
Gómez, G. L. and M. L. N. (2020). EFFECTS OF WORK-RELATED STRESSORS AND WORK ENGAGEMENT ON WORK STRESS : HEALTHCARE MANAGERS ’ PERSPECTIVE Literature review. Central European Business Review, 11(4), 47–62. https://doi.org/10.18267/j.cebr.299
Graça, M., Pais, L., Mónico, L., Santos, N. R. Dos, Ferraro, T., & Berger, R. (2021). Correction to: Decent Work and Work Engagement: A Profile Study with Academic Personnel. Applied Research in Quality of Life, 16(3), 941–942. https://doi.org/10.1007/s11482-020-09814-5
Han, J., Perron, B. E., Yin, H., & Liu, Y. (2020). Faculty stressors and their relations to teacher efficacy, engagement and teaching satisfaction. Higher Education Research & Development, 40, 247–262.
Hang-yue, N., Foley, S., & Loi, R. (2005). Work role stressors and turnover intentions: a study of professional clergy in Hong Kong. The International Journal of Human Resource Management, 16(11), 2133–2146. https://doi.org/10.1080/09585190500315141
Herring, C. (2009). Does Diversity Pay?: Race, Gender, and the Business Case for Diversity. American Sociological Review, 74(2), 208–224. https://doi.org/10.1177/000312240907400203
Higton, J., Leonardi, S., & Richards, N. (2017). Teacher workload survey 2016: Technical report. February. https://assets.publishing.service.gov.uk/government/uploads/system/uploads/attachment_data/file/592502/TWS_2016_FINAL_Technical_Report_Feb_2017.pdf
Kanter, R. M. (1984). Some Effects of Proportions on Group Life BT - The Gender Gap in Psychotherapy: Social Realities and Psychological Processes. In P. P. Rieker & E. (Hilberman) Carmen (Eds.), The Gender Gap in Psychotherapy (pp. 53–78). Springer US. https://doi.org/10.1007/978-1-4684-4754-5_5
Klassen, R. M., & Tze, V. (2014). Teachers’ self-efficacy, personality, and teaching effectiveness: A meta-analysis. Educational Research Review, 12, 59–76.
Knoppers, A., Spaaij, R., & Claringbould, I. (2021). Discursive resistance to gender diversity in sport governance: sport as a unique field? International Journal of Sport Policy and Politics, 13(3), 517–529. https://doi.org/10.1080/19406940.2021.1915848
Kokkinos, C. M. (2007). Job stressors, personality and burnout in primary school teachers. British Journal of Educational Psychology, 77(1), 229–243. https://doi.org/10.1348/000709905X90344
Kumar, M. (2020). A Comparative Study on Job Satisfaction of Teachers Between Bmu and Mdu, Rohtak. Studies in Indian Place Names, 40(March), 1491–1501.
Kumar, M., Jain, A., Mittal, A., Gera, R., Biswal, S. K., Yadav, M., Hung, T. H., & Priya Srivastava, A. (2024). Inclusion of Neural Networks in Higher Education: A Systematic Review and Bibliometric Analysis. 2024 4th International Conference on Innovative Practices in Technology and Management (ICIPTM), 1–6. https://doi.org/10.1109/ICIPTM59628.2024.10563852
Kumar, M., Yadav, R., Suresh, A. S., Singh, R., Yadav, M., Balodi, A., Vihari, N. S., & Srivastava, A. P. (2023). Mapping AI-Driven Marketing: Review of Field and Directions for Future Research. 2023 2nd International Conference on Futuristic Technologies (INCOFT), 1–5. https://doi.org/10.1109/INCOFT60753.2023.10425169
Lambrou, P., Kontodimopoulos, N., & Niakas, D. (2010). Motivation and job satisfaction among medical and nursing staff in a Cyprus public general hospital. Human Resources for Health, 8, 26.
Lee, Y. H., Kwon, H. H., & Richards, K. A. R. (2019). Emotional Intelligence, Unpleasant Emotions, Emotional Exhaustion, and Job Satisfaction in Physical Education Teaching. Journal of Teaching in Physical Education.
Liu, Y., Yi, S., & Siwatu, K. O. (2023). Mediating roles of college teaching self-efficacy in job stress and job satisfaction among Chinese university teachers. Frontiers in Education, 7(January). https://doi.org/10.3389/feduc.2022.1073454
Lorbiecki, A., & Jack, G. (2000). Critical Turns in the Evolution of Diversity Management. British Journal of Management, 11(3). https://doi.org/10.1111/1467-8551.11.s1.3
Mohan Kumar, Mohit Yadav, Anita Sahoo, M. S. H. R. (2024). AI and the Evolution of Artistic Expression : Impacts on Society and Culture. In Transforming Cinema with Artificial Intelligence (pp. 15–17). https://doi.org/10.4018/979-8-3693-3916-9.ch002
Mudau, A. (2016). Exploring Teacher Mass Resignation and Early Retirement from Public Schools. Dirasat Human and Social Sciences, 43, 2245–2257. https://doi.org/10.12816/0035119
Muhr, S. L., Pedersen, M., & Alvesson, M. (2012). Workload, Aspiration, and Fun: Problems of Balancing Self-Exploitation and Self-Exploration in Work Life. In M. Holmqvist & A. Spicer (Eds.), Managing ‘Human Resources’ by Exploiting and Exploring People’s Potentials (Vol. 37, pp. 193–220). Emerald Group Publishing Limited. https://doi.org/10.1108/S0733-558X(2013)0000037011
O’Neill, J. W., & Davis, K. (2011). Work stress and well-being in the hotel industry. International Journal of Hospitality Management, 30(2), 385–390. https://doi.org/https://doi.org/10.1016/j.ijhm.2010.07.007
Pankaj, Yadav, R., Naim, I., Kumar, M., Misra, S., Dewasiri, N. J., Rathnasiri, M. S. H., Yadav, M., Balodi, A., Kar, S., & Vihari, N. S. (2023). An Exploratory Study to Identify Effects of Blockchain Technology on Organizational Change and Practices. 2023 IEEE Technology & Engineering Management Conference - Asia Pacific (TEMSCON-ASPAC), 1–8. https://doi.org/10.1109/TEMSCON-ASPAC59527.2023.10531372
Pfeffer, J. (1998). The Real Kevs to Hlgh Perfomnarlce. Leader to Leader, 23–29.
Richard, O. C., Ford, D., & Ismail, K. (2006). Exploring the performance effects of visible attribute diversity: the moderating role of span of control and organizational life cycle. The International Journal of Human Resource Management, 17(12), 2091–2109. https://doi.org/10.1080/09585190601000246
Riehmann, P., Hanfler, M., & Froehlich, B. (2005). Interactive Sankey diagrams. In Proceedings - IEEE Symposium on Information Visualization, INFO VIS. https://doi.org/10.1109/INFVIS.2005.1532152
Rosario-Hernández, E., Zayas, M., Marquez, E., & Gruñeiro, P. (2015). Relationship between organizational commitments and organizational citizenship behaviour in a sample of private banking employees. International Journal of Sociology and Social Policy, 35, 91–106. https://doi.org/10.1108/IJSSP-02-2014-0010
Rose, A. M. (1968). Toward a Theory of Minority-Group Relations. By Hubert M. Blalock, Jr. New York: John Wiley & Sons, 1967. 227 pp. $6.95. Social Forces, 46(3), 430. https://doi.org/10.2307/2574921
Ryan, J. F., Healy, R., & Sullivan, J. (2012). Oh, won’t you stay? Predictors of faculty intent to leave a public research university. Higher Education, 63(4), 421–437. https://doi.org/10.1007/s10734-011-9448-5
Shim, S. S., Finch, W. H., Cho, Y., & Knapke, M. (2022). Understanding teachers’ job satisfaction and flow: the dual process of psychological needs. Educational Psychology, 42(3), 316–333. https://doi.org/10.1080/01443410.2021.1985970
Siegrist, J., Peter, R., Junge, A., Cremer, P., & Seidel, D. (1990). Low status control, high effort at work and ischemic heart disease: Prospective evidence from blue-collar men. Social Science & Medicine, 31(10), 1127–1134. https://doi.org/https://doi.org/10.1016/0277-9536(90)90234-J
Siu, O. L., Spector, P. E., Cooper, C. L., & Lu, C. Q. (2005). Work stress, self-efficacy, chinese work values, and work well-being in Hong Kong and Beijing. International Journal of Stress Management, 12(3), 274–288. https://doi.org/10.1037/1072-5245.12.3.274
Sowunmi, O. A. (2022). Job satisfaction, personality traits, and its impact on motivation among mental health workers. South African Journal of Psychiatry, 28, 1–7. https://doi.org/10.4102/sajpsychiatry.v28i0.1801
Sullivan, S., & Arthur, M. (2006). The Evolution of the Boundaryless Career Concept: Examining Physical and Psychological Mobility. Journal of Vocational Behavior, 69, 19–29. https://doi.org/10.1016/j.jvb.2005.09.001
Sullivan, S. E., & Baruch, Y. (2009). Advances in Career Theory and Research: A Critical Review and Agenda for Future Exploration. Journal of Management, 35, 1542–1571.
Sushma, Malhan, D., & Kumar, M. (2025a). Exploring Workplace Dynamics: A Systematic Review and Bibliometric Analysis of Work Stress, Gender Diversity, and Job Satisfaction in Higher Education Institutions. Journal of Information Systems Engineering and Management, 10(February), 786–803. https://doi.org/10.52783/jisem.v10i5s.772
Sushma, Malhan, D., & Kumar, M. (2025b). Exploring Workplace Dynamics: A Systematic Review and Bibliometric Analysis of Work Stress, Gender Diversity, and Job Satisfaction in Higher Education Institutions. Journal of Information Systems Engineering and Management, 10(5(s)), 786 – 803. https://doi.org/10.52783/jisem.v10i5s.772
Thapa, P. P., Zayed, N. M., Alam, M. N., Nitsenko, V. S., Rudenko, S., & Svyrydenko, D. (2025). Mediating and moderating role of emotional intelligence between mobile phone use and affective commitment among undergraduate students in academic institutes. Current Psychology, 44(8), 6610–6626. https://doi.org/10.1007/s12144-025-07661-x
Tranfield, D., Denyer, D., & Smart, P. (2003). Towards a Methodology for Developing Evidence-Informed Management Knowledge by Means of Systematic Review. British Journal of Management, 14(3), 207–222. https://doi.org/10.1111/1467-8551.00375
van Dam, K. (2009). Employee adaptability to change at work: A multidimensional, resource-based framework. The Psychology of Organizational Change: Viewing Change from the Employee’s Perspective, 123–142. https://doi.org/10.1017/CBO9781139096690.009
Wang, M., Zhan, Y., Mccune, E., & Truxillo, D. (2011). Understanding newcomers’ adaptability and work-related outcomes: Testing the mediating roles of perceived P-E fit variables. Personnel Psychology, 64(1), 163–189. https://doi.org/10.1111/j.1744-6570.2010.01205.x
Wrench, J. (2005). Diversity management can be bad for you. Race & Class, 46(3), 73–84. https://doi.org/10.1177/0306396805050019
Yadav, Mohit, Naim, Mohammad Faraz, Poluru, Nitin Vihari, Joshi, Yatish, & Srivastava, Anugamini P. (2024). The Impact of LMX and Job Stress on Service Quality of Police Personnel Through the Mediating Role of Job Satisfaction and Moderating Role of Social Support. FIIB Business Review, 23197145241244596. https://doi.org/10.1177/23197145241244596
Yadav, Mohit, & Vihari, Nitin Simha. (2021). Employee Experience: Construct Clarification, Conceptualization and Validation of a New Scale. FIIB Business Review, 12(3), 328–342. https://doi.org/10.1177/23197145211012501
Yadav, M., Mittal, S., Kumar, M., Sahoo, A., Jayarathne, P. G. S. A., Yadav, M., Mittal, S., Kumar, M., Sahoo, A., & Jayarathne, P. G. S. A. (2024a). From Textbooks to Teamwork. In https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/979-8-3693-3856-8.ch011 (pp. 333–352). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-3856-8.ch011
Yadav, M., Mittal, S., Kumar, M., Sahoo, A., Jayarathne, P. G. S. A., Yadav, M., Mittal, S., Kumar, M., Sahoo, A., & Jayarathne, P. G. S. A. (2024b). From Textbooks to Teamwork. In https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/979-8-3693-3856-8.ch011 (pp. 333–352). IGI Global Scientific Publishing. https://doi.org/10.4018/979-8-3693-3856-8.ch011
Yin, H., Han, J., & Perron, B. E. (2020). Why are Chinese university teachers (not) confident in their competence to teach? The relationships between faculty-perceived stress and self-efficacy. International Journal of Educational Research, 100, 101529.
Ylöstalo, H. (2016). Traces of equality policy and diversity management in Finnish work organizations. Equality, Diversity and Inclusion: An International Journal, 35(7/8), 415–428. https://doi.org/10.1108/EDI-12-2015-0104
Yu, T., Li, J., He, L., & Pan, X. (2022). How Work Stress Impacts Emotional Outcomes of Chinese College Teachers: The Moderated Mediating Effect of Stress Mindset and Resilience. International Journal of Environmental Research and Public Health, 19.
Zupic, I., & ?ater, T. (2014). Bibliometric Methods in Management and Organization. Organizational Research Methods, 18(3), 429–472. https://doi.org/10.1177/1094428114562629
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