Identifying Trends in the Study of Gender in Science, Technology, Engineering, and Mathematics (STEM) Programs
DOI:
https://doi.org/10.15294/jpii.v14i2.18927Keywords:
STEM, inclusion, science, engineering, genderAbstract
In recent years, Science, Technology, Engineering, and Mathematics (STEM) education has gained increasing importance in response to changes driven by evolving social dynamics, emphasizing the need for professionals equipped with skills and knowledge to navigate the demands of modern society. However, the gender gap in STEM fields remains a widespread concern, primarily due to the underrepresentation of women. To address this, different strategies have been developed to encourage greater female participation in these areas. These strategies include promoting a greater representation of female mentors, implementing measures to eliminate discrimination, fostering a balance between personal life and work, and ensuring equitable conditions in promotions and salary allocation. Against this backdrop, the present study aims to identify research trends in STEM from a gender perspective by conducting a bibliometric analysis using the PRISMA 2020 methodology. The results reveal an exponential increase in scientific output on this topic, with a peak in publications occurring in 2022. Among the key themes emerging from the literature are persistent gender disparities, the relevance of self-efficacy, and the role of intersectionality in shaping women’s participation in STEM. Understanding why more women—and especially women of color—do not pursue or work in STEM disciplines is a concern from the standpoint of global diversity, particularly in the United States, where significant inclusion gaps remain. Furthermore, despite improvements in female representation, barriers related to retention and professional advancement persist. Overall, this analysis provides new insights into the thematic evolution and emerging directions of research at the intersection of gender and STEM.
References
Agboola, O. S. (2021). Women and STEM Education in Nigeria (pp. 211–225).
AISC. (2020). International Conference on Knowledge Society: Technology, Sustainability and Educational Innovation, TSIE 2019. In Advances in Intelligent Systems and Computing (Vol. 1110).
Anaya, L., Stafford, F., & Zamarro, G. (2022). Gender gaps in math performance, perceived mathematical ability and college STEM education: the role of parental occupation. Education Economics, 30(2), 113–128.
Ayalon, H. (2003). Women and men go to university: Mathematical background and gender differences in choice of field in higher education. Sex Roles, 48(5/6), 277–290.
Bacharach, V. R., Baumeister, A. A., & Furr, R. M. (2003). Racial and Gender Science Achievement Gaps in Secondary Education. The Journal of Genetic Psychology, 164(1), 115–126.
Bahtiar, B., Ibrahim, I., & Maimun, M. (2022). Analysis of Students’ Scientific Literacy Skill in terms of Gender Using Science Teaching Materials Discovery Model Assisted by PhET Simulation. Jurnal Pendidikan IPA Indonesia, 11(3), 371–386.
Barra, C., Grimaldi, M., Muazzam, A., Troisi, O., & Visvizi, A. (2024). Digital divide, gender gap, and entrepreneurial orientation: How to foster technology adoption among Pakistani higher education students? Socio-Economic Planning Sciences, 93, 101904.
Beroíza-Valenzuela, F., Salas-Guzmán, N., & Huepe, D. (2025). Bridging gaps: the role of gender and team composition in collective intelligence within STEM education. Cogent Education, 12(1).
Bezak, E., Suchowerska, R., Claridge Mackonis, E., Pillen, H., Ralston, A., Haworth, A., & Suchowerska, N. (2019). Women and men in the Australasian College of Physical Scientists and Engineers in Medicine: workforce survey. Australasian Physical and Engineering Sciences in Medicine, 42(1), 33–41.
Blackburn, H. (2017). The Status of Women in STEM in Higher Education: A Review of the Literature 2007–2017. Science & Technology Libraries, 36(3), 235–273.
Burt, C. (1973). The Evidence for the Concept of Intelligence. In The Measurement of Intelligence (pp. 3–22). Springer Netherlands.
Burušić, J., Šimunović, M., & Šakić, M. (2021). Technology-based activities at home and STEM school achievement: the moderating effects of student gender and parental education. Research in Science & Technological Education, 39(1), 1–22.
Camacho González, J. (2017). Identificación y caracterización de las creencias de docentes hombres y mujeres acerca de la relación ciencia - género en la educación científica. Estudios Pedagógicos (Valdivia), 43(3), 63–81.
Carrillo Lanzabal, M. S., Padilla, M. C. R., & Martinez, O. E. H. (2024). Analysis of inequality between men and women enrolled and graduated in engineering programs in the Colombian Caribbean Region. Proceedings of the LACCEI International Multi-Conference for Engineering, Education and Technology.
Charleston, L. J., George, P. L., Jackson, J. F. L., Berhanu, J., & Amechi, M. H. (2014). Navigating underrepresented STEM spaces: Experiences of Black women in U.S. computing science higher education programs who actualize success. Journal of Diversity in Higher Education, 7(3), 166–176.
Chowdhury, F. N., Bhattacharya, B. Sen, Cho, H.-K., Faragasso, A., Gebeshuber, I. C., Ciuperca, E. M., Marinova, G., & Doyle-Kent, M. (2022). Women in STEM: Snapshots from a Few Asian Countries. IFAC-PapersOnLine, 55(39), 204–209.
Christie, M., O’Neill, M., Rutter, K., Young, G., & Medland, A. (2017). Understanding why women are under-represented in Science, Technology, Engineering and Mathematics (STEM) within higher education: A regional case study. Production, 27(Specialissue).
Cobreros, L., Galindo, J., & Raigada, T. (2024). Mujeres en STEM: Desde la educación básica hasta la carrera laboral.
Codina, L., Morales-Vargas, A., Rodríguez-Martínez, R., & Pérez-Montoro, M. (2020). Uso de Scopus y Web of Science para investigar y evaluar en comunicación social: análisis comparativo y caracterización. INDEX COMUNICACION, 10(3), 235–261.
Craig, A., Fisher, J., Scollary, A., & Singh, M. (1998). Closing the gap: Women education and information technology courses in Australia. Journal of Systems and Software, 40(1), 7–15.
Creamer, E. (2009). When gender comes into play: Factors that distinguish colleges of engineering with above and below average enrollment of women in undergraduate engineering. ASEE Annual Conference and Exposition, Conference Proceedings, April.
de las Cuevas, P., García-Arenas, M., & Rico, N. (2022). Why Not STEM? A Study Case on the Influence of Gender Factors on Students’ Higher Education Choice. Mathematics, 10(2), 239.
Deci, E. L., & Ryan, R. M. (2008). Self-determination theory: A macrotheory of human motivation, development, and health. Canadian Psychology / Psychologie Canadienne, 49(3), 182–185.
Domínguez, P. M., María, O., Oliveros, A., Marcos, R., Coronado, A., Benjamín, O., & Salas, V. (2019). Retos de ingeniería: enfoque educativo STEM+A en la revolución industrial 4.0. Innovación Educativa, 19(80), 15–32.
Dulce-Salcedo, O. V., Maldonado, D., & Sánchez, F. (2022). Is the proportion of female STEM teachers in secondary education related to women’s enrollment in tertiary education STEM programs? International Journal of Educational Development, 91, 102591.
Garcia-Holgado, A., Mena, J., Garcia-Penalvo, F. J., & Gonzalez, C. (2018). Inclusion of gender perspective in Computer Engineering careers: Elaboration of a questionnaire to assess the gender gap in tertiary education. 2018 IEEE Global Engineering Education Conference (EDUCON), 1547–1554.
Gatera, E., Muhirwa, A., & Mugemanyi, S. (2025). Education gender gap in STEM fields at Integrated Polytechnic Regional College (IPRC) Tumba (2007–2020). International Journal of Inclusive Education, 1–16.
Gimeno, P. B., Gasull, V. L., & Savini, C. A. (2019). Analysis of the problems of income, performance and graduation of women in engineering careers at the faculty of engineering and agricultural sciences of the National University of San Luis. Proceedings of the LACCEI International Multi-Conference for Engineering, Education and Technology, 2019-July(July 2019), 24–26.
González Pérez, L. I., Ramírez Montoya, M. S., García-Peñalvo, F. J., Gibrán Ceballos, H., & Juárez Ibarra, E. A. (2018). Interoperabilidad para visibilidad y medición del impacto de la producción científica energética. R.I.T.E.C., and C.R.I.S. , 57–63.
Gottfried, M. A., & Williams, D. N. (2013). STEM Club Participation and STEM Schooling Outcomes. Education Policy Analysis Archives, 21, 1–25.
Guillén-Gámez, F. D., & Rodríguez-Fernández, R. (2021). Meta-Analysis on the Attitudes of Active Teachers About the Use of Educational Technology According to Gender. Contemporary Educational Technology, 14(1), ep339.
Ho, M.-T., La, V.-P., Nguyen, M.-H., Pham, T.-H., Vuong, T.-T., Vuong, H.-M., Pham, H.-H., Hoang, A.-D., & Vuong, Q.-H. (2020). An analytical view on STEM education and outcomes: Examples of the social gap and gender disparity in Vietnam. Children and Youth Services Review, 119, 105650.
Idris, R., Faisal-E-Alam, Md., Castanho, R. A., & Loures, L. (2024). Bridging the Gender Gap in STEM Fields: Empowering Women for Economic and Social Development in Malaysia. Wseas transactions on business and economics, 21, 617–629.
Kuchynka, S. L., Eaton, A., & Rivera, L. M. (2022). Understanding and Addressing Gender‐Based Inequities in STEM: Research Synthesis and Recommendations for U.S. K‐12 Education. Social Issues and Policy Review, 16(1), 252–288.
Leyva, L. A. (2017). Unpacking the Male Superiority Myth and Masculinization of Mathematics at the Intersections: A Review of Research on Gender in Mathematics Education. Journal for Research in Mathematics Education, 48(4), 397–433.
Liang, G. J., Evans, R., Asadollahipajouh, M., & Kulesza, S. E. (2023). A Qualitative Study of Undergraduate Women in Engineering Project Teams. 2023 ASEE Annual Conference & Exposition Proceedings., 1–12.
López Rupérez, F., Expósito-Casas, E., & García García, I. (2021). Educación científica y brecha de género en España en alumnos de 15 años. Análisis secundarios de PISA 2015. Revista Complutense de Educación, 32(1), 1–14.
Lupiáñez, J. L. (2018). Resolución de problemas y tecnología en el desarrollo de la competencia STEM.
Lupiáñez, J., & Ruiz-Hidalgo, F. (2016). Diseño de tareas para el desarrollo de la competencia STEM: los problemas de modelización matemática.
Maccaro, A., Oronti, I. B., Zito, E., Piaggio, D., & Pecchia, L. (2024). Women in engineering, science and technology in sub-Saharan Africa: cultural attitudes, challenges, and gaps affecting clinical engineering and medical devices maintenance practices. Health and Technology, 14(4), 683–694.
Maeda, A., & Socha-Dietrich, K. (2021). Skills for the future health workforce (OECD Health Working Papers, Vol. 124).
Main, J. B., Wang, Y., & Tan, L. (2022). Preparing Industry Leaders: The Role of Doctoral Education and Early Career Management Training in the Leadership Trajectories of Women STEM PhDs. Research in Higher Education, 63(3), 400–424.
Malone, T. W., & Woolley, A. W. (2019). Collective Intelligence. In The Cambridge Handbook of Intelligence (pp. 780–801). Cambridge University Press.
Mancl, K., & Lee, K. (2016). Mentoring east asian women science and engineering faculty. Ohio Journal of Science, 116(2), 28–33.
McLoughlin, L. A. (2005). Spotlighting: Emergent Gender Bias in Undergraduate Engineering Education. Journal of Engineering Education, 94(4), 373–381.
Meoli, A., Piva, E., & Righi, H. (2024). Missing women in STEM occupations: The impact of university education on the gender gap in graduates’ transition to work. Research Policy, 53(8), 105072.
Mlambo, Y. A. (2021). Black African women in engineering higher education in South Africa: Contending with history, race, and gender. Gender Equity in STEM in Higher Education: International Perspectives on Policy, Institutional Culture, and Individual Choice, 158–173.
Morton, T. R., & Parsons, E. C. (2018). #BlackGirlMagic: The identity conceptualization of Black women in undergraduate STEM education. Science Education, 102(6), 1363–1393.
Nasri, N., Rahimi, N. M., Hashim, H., & Nasri, N. M. (2023). “Supporting our Lost Boys”: A Research on Gender-based Science Education’s Hidden Curriculum in Malaysia. International Journal of Learning, Teaching and Educational Research, 22(3), 160–174.
Ong, M., Jaumot‐Pascual, N., & Ko, L. T. (2020). Research literature on women of color in undergraduate engineering education: A systematic thematic synthesis. Journal of Engineering Education, 109(3), 581–615.
Ong, M., Smith, J. M., & Ko, L. T. (2018). Counterspaces for women of color in STEM higher education: Marginal and central spaces for persistence and success. Journal of Research in Science Teaching, 55(2), 206–245.
ONU, DANE, & CPEM. (2020). MUJERES Y HOMBRES: BRECHAS DE GÉNERO EN COLOMBIA. Mujeres y Hombres. Brechas de Género En Colombia, 246. https://www2.unwomen.org/-/media/field office colombia/documentos/publicaciones/2020/11/mujeres y hombres brechas de genero.pdf?la=es&vs=5814
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., & Moher, D. (2021). Updating guidance for reporting systematic reviews: development of the PRISMA 2020 statement. Journal of Clinical Epidemiology, 134, 103–112.
PageGroup. (2019). Talento TI. Competitividad STEM en América Latina. https://www.michaelpage.com.co/estudios-y-tendencias/talento-ti
Palomares-Ruiz, A., Cebrián, A., López-Parra, E., & García-Toledano, E. (2020). ICT Integration into Science Education and Its Relationship to the Digital Gender Gap. Sustainability, 12(13), 5286.
Peña, M., Olmedo-Torre, N., Mas de les Valls, E., & Lusa, A. (2021). Introducing and Evaluating the Effective Inclusion of Gender Dimension in STEM Higher Education. Sustainability, 13(9), 4994.
Perez-Felkner, L., Felkner, J. S., Nix, S., & Magalhães, M. (2020). The puzzling relationship between international development and gender equity: The case of STEM postsecondary education in Cambodia. International Journal of Educational Development, 72, 102102.
Pilotti, M. A. E. (2021). What Lies beneath Sustainable Education? Predicting and Tackling Gender Differences in STEM Academic Success. Sustainability, 13(4), 1671.
Piva, E., & Rovelli, P. (2022). Mind the gender gap: the impact of university education on the entrepreneurial entry of female and male STEM graduates. Small Business Economics, 59(1), 143–161.
Priya, C., Sarah, A., Heejoo, K., Jinhui, Z., & Jin Kim, M. (2015). INTEGRATING TECHNOLOGY IN STEM EDUCATION. Journal of Technology and Science Education, 5(1), 5.
Ramírez, K., & Basto, M. P. (2022). Brecha digital de género: el acceso de las mujeres a las carreras de Ciencia, Tecnología, Ingeniería y Matemáticas (STEM) en Colombia 2001-2020. https://www.ccce.org.co/noticias/brecha-digital-de-genero-el-acceso-de-las-mujeres-a-las-carreras-de-ciencia-tecnologia-ingenieria-y-matematicas-stem-en-colombia-2001-2020/
Reinoso, O. A. R., Ordóñez-Avila, J. L., Romero, A. G. G., & Durón, R. M. (2023). The contribution of women in engineering during the COVID-19 pandemic through indexed scientific publications. Proceedings of the LACCEI International Multi-Conference for Engineering, Education and Technology, January 2024.
Ryan, R. M., & Deci, E. L. (2000a). Intrinsic and Extrinsic Motivations: Classic Definitions and New Directions. Contemporary Educational Psychology, 25(1), 54–67.
Ryan, R. M., & Deci, E. L. (2000b). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78.
Sarouphim, K. M., & Chartouny, M. (2017). Mathematics education in Lebanon: gender differences in attitudes and achievement. Educational Studies in Mathematics, 94(1), 55–68.
Schleicher, A. (2021). Learning from the Past, Looking to the Future. OECD. https://doi.org/10.1787/f43c1728-en
SELA. (2020). Brecha de género en STEM rezaga a la mujer en los trabajos del futuro. http://www.sela.org/es/prensa/servicio-informativo/20200928/si/69154/igualdad
Sepriyanti, N., Nelwati, S., Kustati, M., & Afriadi, J. (2022). The Effect of 21st-Century Learning on Higher-Order Thinking Skills (HOTS) and Numerical Literacy of Science Students in Indonesia based on Gender. Jurnal Pendidikan IPA Indonesia, 11(2), 314–321. https://doi.org/10.15294/jpii.v11i2.36384
Sevilla, M. P., & Snodgrass Rangel, V. (2023). Gender Differences in STEM Career Development in Postsecondary Vocational-Technical Education. A Social Cognitive Career Theory Test. Journal of Career Development, 50(2), 255–272.
Stoet, G., & Geary, D. C. (2018). The Gender-Equality Paradox in Science, Technology, Engineering, and Mathematics Education. Psychological Science, 29(4), 581–593.
Stonyer, H. (2002). Making Engineering StudentsÐMaking Women: The Discursive Context of Engineering Education*.
Stupurienė, G., Jevsikova, T., & Juškevičienė, A. (2022). Solving Ecological Problems through Physical Computing to Ensure Gender Balance in STEM Education. Sustainability, 14(9), 4924.
Tam, H., Chan, A. Y., & Lai, O. L. (2020). Gender stereotyping and STEM education: Girls’ empowerment through effective ICT training in Hong Kong. Children and Youth Services Review, 119, 105624.
Tandrayen-Ragoobur, V., & Gokulsing, D. (2022). Gender gap in STEM education and career choices: what matters? Journal of Applied Research in Higher Education, 14(3), 1021–1040.
UNDP. (24 C.E.). Women in Science, Technology, Engineering, and Mathematics (STEM) in the Asia Pacific.
UNESCO. (2024). Women’s participation in higher education in Southern Africa: an exploration of STEM, leadership and enrolment in institutions in Botswana, Eswatini, Lesotho, Malawi, Mozambique, Namibia, South Africa, Zambia, and Zimbabwe. In Women’s participation in higher education in Southern Africa: an exploration of STEM, leadership and enrolment in institutions in Botswana, Eswatini, Lesotho, Malawi, Mozambique, Namibia, South Africa, Zambia, and Zimbabwe. UNESCO.
UNICEF, UKaid, & The World Bank. (2022). Iniciativas para el desarrollo de habilidades STEM de las adolecentes en la región de ALC. https://www.unicef.org/dominicanrepublic/media/6761/file/Iniciativas para el desarrollo de habilidades STEM de las adolescentes en la región de ALC - PUBLICACION.pdf
van Drenth, A., & van Essen, M. (2003). “Shoulders Squared Ready for Battle with Forces that Sought to Overwhelm”. West-European and American Women Pioneers in the Educational Sciences, 1800-1910. Paedagogica Historica, 39(3), 264–284.
Volman, M., & van Eck, E. (2001). Gender Equity and Information Technology in Education: The Second Decade. Review of Educational Research, 71(4), 613–634.
Volman, M., van Eck, E., Heemskerk, I., & Kuiper, E. (2005). New technologies, new differences. Gender and ethnic differences in pupils’ use of ICT in primary and secondary education. Computers & Education, 45(1), 35–55.
Wang, S. L. , J. J. H. Lin, & P. C. Su. (2024). The Roles of Self-Efficacy and Cognitive Styles on Reading Behaviors and Reasoning Performance: An Eye Movement Perspective. Educational Technology & Society , 27(3), 165–184.
Wechsler, D. (1946). The measurement of adult intelligence (3rd ed.). Williams & Wilkins Co.
Wolffensperger, J. (1993). ‘Science Is Truly a Male World.’ The Interconnectedness of Knowledge, Gender and Power within University Education. Gender and Education, 5(1), 37–54.
Woolley, A. W., & Gupta, P. (2024). Understanding Collective Intelligence: Investigating the Role of Collective Memory, Attention, and Reasoning Processes. Perspectives on Psychological Science, 19(2), 344–354.
World Economic Forum. (2020). The future of jobs report 2020. In The Future of Jobs Report (Issue October). https://www.weforum.org/reports/the-future-of-jobs-report-2020/digest
World Economic Forum. (2023). Future of jobs report.
Xu, Y. J. (2016). Aspirations and Application for Graduate Education: Gender Differences in Low-Participation STEM Disciplines. Research in Higher Education, 57(8), 913–942.
Yizengaw, J. Y. (2025). From university to the world of work: education and labour market experiences of women in STEM subjects in Ethiopia. Compare: A Journal of Comparative and International Education, 1–19.
Zahedi, L., Batten, J., Ross, M., Potvin, G., Damas, S., Clarke, P., & Davis, D. (2021). Gamification in education: a mixed-methods study of gender on computer science students’ academic performance and identity development. Journal of Computing in Higher Education, 33(2), 441–474.

