Gender Differences in Personality Traits Using FIKR (Facet, Insight, Knowledge, and Resilience) Personality Assessment Tool: Implications for Leadership Development
DOI:
https://doi.org/10.55578/hrdm.2601.002Keywords:
Gender Differences, Personality Traits, Leadership Development, Job Exploration, Principal Component AnalysisAbstract
This study examines gender differences in personality traits and their implications for leadership development and job exploration using Principal Component Analysis (PCA). Data were obtained from 409 respondents in Malaysia, comprising 121 males and 288 females, using the FIKR (facet, insight, knowledge, and resilience) personality assessment tool. PCA was conducted for the overall sample as well as separately for male and female respondents to identify underlying personality structures and gender-specific trait configurations. Fourteen components were retained for the overall sample, eleven for males, and thirteen for females, based on eigenvalues greater than one, scree plot inspection, and conceptual interpretability. The results reveal distinct gender-related patterns in personality traits. Male respondents were more strongly associated with analytical, intellectual, control, and achievement-oriented traits, whereas female respondents exhibited higher loadings on emotional, nurturing, supportive, and relational traits. Demographic variables such as age, marital status, and religion emerged as independent or co-loading components, indicating that personality expression is shaped by intersecting social and life-stage factors rather than gender alone. These findings highlight the importance of adopting an intersectional perspective when interpreting gender differences in personality. The study contributes empirical evidence to leadership development and job exploration frameworks by demonstrating how gender and sociocultural context jointly influence personality traits. The findings support the design of more inclusive, context-sensitive leadership development strategies and career alignment practices that better reflect the complexity of individual differences in contemporary organizational settings.
References
1. Adler, N., Kaplan, D., & Argaman, V. (1998). Using career choice considerations in the counseling process: Examination of the structure of preferences, gender and age differences. Work: A Journal of Prevention, Assessment & Rehabilitation, 11(3), 331-338. https://doi.org/10.3233/WOR-1998-11311
2. Baczyńska, A., & Rowiński, T. (2015). A trait profile of top and middle managers. Frontiers in Psychology, 6. https://doi.org/10.3389/fpsyg.2015.01694
3. Benson, A., Li, D., & Shue, K. (2023, August 1). Potential and the gender promotion gap. Acade-my of Management Proceedings, 2023(1). https://doi.org/10.5465/amproc.2023.19580abstract
4. Cole, E. R. (2009). Intersectionality and research in psychology. American Psychologist, 64(3), 170–180. https://doi.org/10.1037/a0014564
5. Crenshaw, K. (1989). Demarginalizing the intersection of race and sex: A Black feminist critique of antidiscrimination doctrine, feminist theory and antiracist politics. University of Chicago Legal Forum, 1989(1), 139–167.
6. Eagly, A. H., & Carli, L. L. (2003). The female leadership advantage: An evaluation of the evidence. The Leadership Quarterly, 14(6), 807-834. https://doi.org/10.1016/j.leaqua.2003.09.004
7. Eagly, A. H., & Carli, L. L. (2007). Through the labyrinth: The truth about how women become leaders. Harvard Business School Press.
8. Eagly, A. H., & Wood, W. (2012). Social role theory. In P. A. M. Van Lange, A. W. Kruglanski, & E. T. Higgins (Eds.), Handbook of theories of social psychology (Vol. 2, pp. 458–476). Sage Publications. https://doi.org/10.4135/9781446249222.n49
9. Galsanjigmed, E., & Sekiguchi, T. (2023). Challenges women experience in leadership careers: An integrative review. Merits, 3(2), 366-389. https://doi.org/10.3390/merits3020021
10. Gartzia, L., & Baniandrés, J. (2019). How feminine is the female advantage? Incremental validity of gender traits over leader sex on employees’ responses. Journal of Business Research, 99, 125-139. https://doi.org/10.1016/j.jbusres.2018.12.062
11. Gati, I., Osipow, S. H., & Givon, M. (1995). Gender differences in career decision making: The content and structure of preferences. Journal of Counseling Psychology, 42(2), 204-216. https://doi.org/10.1037/0022-0167.42.2.204
12. Gupta, A. (2019). Women leaders and organizational diversity: Their critical role in promoting diversity in organizations. Development and Learning in Organizations: An International Journal, 33(2), 8-11. https://doi.org/10.1108/dlo-07-2018-0085
13. Hickey, P. J., & Cui, Q. (2020). Gender diversity in US construction industry leaders. Journal of Management in Engineering, 36(5). https://doi.org/10.1061/(ASCE)ME.1943-5479.0000838
14. Hofstede, G. (2001). Culture’s consequences: Comparing values, behaviors, institutions, and organizations across nations (2nd ed.). Sage Publications.
15. House, R. J., Hanges, P. J., Javidan, M., Dorfman, P. W., & Gupta, V. (2004). Culture, leadership, and organizations: The GLOBE study of 62 societies. Sage Publications.
16. Korabik, K., & Ayman, R. (1989). Should women managers have to act like men? Women in Management Review, 8(6), 23-32. https://doi.org/10.1108/EUM0000000001366
17. Kristof-Brown, A. L., Zimmerman, R. D., & Johnson, E. C. (2005). Consequences of individuals’ fit at work: A meta-analysis of person–job, person–organization, person–group, and person–supervisor fit. Personnel Psychology, 58(2), 281–342. https://doi.org/10.1111/j.1744-6570.2005.00672.x
18. León, F. R., Morales, O., Vértiz, H., & Burga-León, A. (2017). Universality of gender differences in 10 aspects of personality: A study of younger and older adult Peruvians. Personality and Individual Differences, 112, 124-127. https://doi.org/10.1016/j.paid.2017.02.060
19. Li-jun, J., Xu, Y., & Wu, M. (2014). Campus job suppliers’ preferred personality traits of Chinese graduates: A grounded theory investigation. Social Behavior and Personality: An International Journal, 42(5), 769-781. https://doi.org/10.2224/sbp.2014.42.5.769
20. Löckenhoff, C. E., Chan, W., McCrae, R. R., Lima, M. P. D., Jussim, L., Clercq, B. D., Costa, P. T., Sutin, A. R., Realo, A., Allik, J., Nakazato, K., Shimonaka, Y., Hřebíčková, M., Graf, S., Yik, M., Ficková, E., Brunner-Sciarra, M., Figueora, N. L. D., Schmidt, V., & Terracciano, A. (2014). Gender stereotypes of personality. Journal of Cross-Cultural Psychology, 45(5), 675-694. https://doi.org/10.1177/0022022113520075
21. Markus, H. R., & Kitayama, S. (1991). Culture and the self: Implications for cognition, emotion, and motivation. Psychological Review, 98(2), 224–253. https://doi.org/10.1037/0033-295X.98.2.224
22. McCrae, R. R., Costa, P. T., de Lima, M. P., Simões, A., Ostendorf, F., Angleitner, A., Marušić, I., Bratko, D., Caprara, G. V., Barbaranelli, C. et al. (1999). Age differences in personality across the adult life span: Parallels in five cultures. Developmental Psychology, 35(2), 466–477. https://doi.org/10.1037/0012-1649.35.2.466
23. Mcdonagh, K. J., & Paris, N. M. (2013). The leadership labyrinth: Leveraging the talents of women to transform health care. Nursing Administration Quarterly. https://journals.lww.com/naqjournal/abstract/2013/01000/the_leadership_labyrinth__leveraging_the_talents.3.aspx
24. Nakitende, M. G. (2019). Motivation and perseverance of women in education leadership in the United States of America. Journal of Sociology and Social Development, 6(2), 75-101. https://doi.org/10.4314/jssd.v6i2.5
25. NCSS 2024 Statistical Software (2024). NCSS, LLC. Kaysville, Utah, USA, ncss.com/software/ncss.
26. Ng, T. W. H., & Feldman, D. C. (2012). Evaluating six common stereotypes about older workers with meta‐analytical data. Personnel Psychology, 65(4), 821–858. https://doi.org/10.1111/peps.12003
27. OECD. (2019). Measuring well-being and progress: Well-being research. Organisation for Economic Co-operation and Development.
28. Ridgeway, C. L. (2011). Framed by gender: How gender inequality persists in the modern world. Oxford University Press.
29. Rinfret, N., & Lortie‐Lussier, M. (1997). Le style de gestion des hommes et des femmes: Convergence ou divergence? Canadian Journal of Administrative Sciences/Revue Canadienne des Sciences de l’Administration, 40(4), 599-613. https://doi.org/10.1111/j.1754-7121.1997.tb02175.x
30. Roberts, B. W., Walton, K. E., & Viechtbauer, W. (2006). Patterns of mean-level change in personality traits across the life course: A meta-analysis of longitudinal studies. Psychological Bulletin, 132(1), 1–25. https://doi.org/10.1037/0033-2909.132.1.1
31. Saroglou, V. (2010). Religiousness as a cultural adaptation of basic traits: A five-factor model perspective. Personality and Social Psychology Review, 14(1), 108–125. https://doi.org/10.1177/1088868309352322
32. Šilingienė, V., & Škėrienė, S. (2015). Expression of leaders’ spiritual intelligence in a context of service organizations: A gender approach. Procedia - Social and Behavioral Sciences, 213, 758-763. https://doi.org/10.1016/j.sbspro.2015.11.467
33. Simpson, R., Sturges, J., Woods, A., & Altman, Y. (2005). Gender, age, and the MBA: An analysis of extrinsic and intrinsic career benefits. Journal of Management Education, 29(2), 218-247. https://doi.org/10.1177/1052562904263530
34. Soliemanifar, O., Soleymanifar, A., & Afrisham, R. (2018). Relationship between personality and biological reactivity to stress: A review. Psychiatry Investigation, 15(12), 1100-1114. https://doi.org/10.30773/pi.2018.10.14.2
35. Triandis, H. C. (1995). Individualism and collectivism. Westview Press.
36. UNESCO. (2016). Education 2030: Incheon declaration and framework for action. United Nations Educational, Scientific and Cultural Organization.
37. United Nations. (2015). Transforming our world: The 2030 agenda for sustainable development. United Nations General Assembly.
38. Wille, B., Wiernik, B. M., Vergauwe, J., Vrijdags, A., & Trbovic, N. (2018). Personality characteristics of male and female executives: Distinct pathways to success?. Journal of Vocational Behavior, 106, 220-235. https://doi.org/10.1016/j.jvb.2018.02.005
39. World Economic Forum. (2020). The future of jobs report 2020. World Economic Forum.
Downloads
Additional Files
Published
Data Availability Statement
Humanology Sdn Bhd provides the raw data used in the present study upon request.
Issue
Section
License
Copyright (c) 2026 Chee Kong Yap, Chee Seng Leow, Vincent Leong (Author)

This work is licensed under a Creative Commons Attribution 4.0 International License.