Self-Valuation as an Indicator of Persistence among Women in STEM Majors

Authors

DOI:

https://doi.org/10.31637/epsir-2026-2498

Keywords:

Self-concept, Self-efficacy, Gender inequality, Higher education, Gender stereotypes, Educational equity, Motivation, Women in STEM

Abstract

Introduction: This study aimed to design and preliminarily validate an instrument to measure self-valuation among female university students in STEM fields in Mexico. Self-valuation is conceptualized as a multidimensional construct integrating gender stereotypes, self-efficacy and self-concept, and motivation and social influence, offering an analytical framework to understand how perceptions affect persistence within STEM pathways. Methodology: A pilot questionnaire consisting of 11 items was administered to 97 students. Through exploratory factor analysis, the scale was refined to 10 items organized into three subscales. Results: The model showed adequate construct validity (KMO = 0,84; Bartlett’s test p < 0,001) and high overall internal consistency (α = 0,829; ω = 0,884). No significant differences were found among STEM areas, suggesting that gender barriers are transversal. Positive correlations among dimensions confirmed the integrated nature of the construct. Discussion: The findings reinforce the relevance of self-valuation as a subjective indicator of persistence, illustrating how stereotypes affect motivation and self-efficacy across all STEM disciplines. Conclusions: Self-valuation emerges as a promising indicator for identifying risks in academic trajectories and guiding educational interventions that promote gender equity in STEM.

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Author Biographies

Monserrat Vargas Jiménez, Autonomous University of Yucatán

Master's degree in Educational Research and Bachelor's degree in Marketing and International Business from the Autonomous University of Yucatán (UADY). Lecturer at the Faculty of Accounting and Administration at UADY. Collaborator in research and advocacy projects with the Puuc Intermunicipal Biocultural Board. Member of the International Network for Research on Social Entrepreneurship and Innovation and the Academic Network of the Milpa Maya (Ich-Ko'ol) of the Yucatan Peninsula. Research interests: gender, social marketing, marketing channels, consumer behaviour. Recent publications: Gender Challenges in STEM: A Focus on Rural Communities (2025) and Weaving Dreams in the Mayab: Stories of Entrepreneurship and Tradition (2025).

José Gabriel Domínguez Castillo, Autonomous University of Yucatán

Doctorate in Educational Research from the University of Granada, Spain. He holds a Master's degree in Higher Education from the Autonomous University of Yucatán (UADY) and is a Specialist in Virtual Learning Environments from VirtualEduca Cono Sur, Argentina. Coordinator of the Master's Degree in Educational Research at UADY. He is also certified by the British Council as an online tutor. He is a PRODEP profile and belongs to the National System of Researchers (Level 1) of the Secretariat of Science, Humanities, Technology and Innovation (Secihti). His research interests focus on the areas of: Educational Technology, Distance Education and Teacher Evaluation. His most recent articles have been published in: Gender, Technology and Development, Revista Publicaciones, Revista Pixel Bit, and the International Journal of Technology Policy and Management.

Edith Juliana Cisneros Cohernour, Autonomous University of Yucatán

She holds a PhD in Education from the University of Illinois at Urbana-Champaign. She is a full professor and Head of Graduate Programmes and Research at the Faculty of Education of the Autonomous University of Yucatán, and a member of the Mexican System of Researchers, level III. Her research focuses on improving education, especially in the evaluation and training of school principals and staff, programme evaluation, and the study of ethical and equity issues in research with vulnerable groups.

José Manuel Ortiz Marcos , Universidad de Granada

Doctor of Education Sciences from the University of Granada, with international recognition, honours distinction and Extraordinary Doctorate Award. Graduate in Primary Education with a specialisation in Specific Educational Support Needs (University of Murcia) and double master's degree in Psychopedagogical Intervention and Music Education: from a multidisciplinary perspective (University of Granada), where he was also a research initiation fellow. He is currently an Assistant Professor in the Department of Research Methods and Diagnosis in Education at the University of Granada. His research focuses on educational inclusion, disability and interculturality, with various publications and international collaborations in Erasmus+ and ERDF projects, as well as academic stays in Portugal, Vietnam and Mexico.

References

Arroyave, J. y Escobar, J. (2021). Producción de ignorancia y la brecha de género en STEM: un acercamiento a la formación en ingeniería. Sociología y Tecnociencia, 11(1), 139-159. https://doi.org/10.24197/st.Extra_1.2021.139-159

Bartlett, M. S. (1950). Tests of significance in factor analysis. British Journal of Statistical Psychology, 3(2), 77-85. https://doi.org/10.1111/j.2044-8317.1950.tb00285.x

Betz, A. R., King, B., Grauer, B., Montelone, B., Wiley, Z. y Thurston, L. (2021). Improving academic self-concept and STEM identity through research immersion pathways to STEM summer program. Frontiers in Education, 6. https://doi.org/10.3389/feduc.2021.674817

Chen, Y., So, W. W. M., Zhu, J. y Chiu, S. W. K. (2024). STEM learning opportunities and career aspirations: the interactive effect of students’ self-concept and perceptions of STEM professionals. International Journal of STEM Education, 11(1). https://doi.org/10.1186/s40594-024-00466-7

Colorado, J., Romero, M., Salazar, M., Cabrera, G. y Castillo, V. (2024). Análisis Comparativo de los Coeficientes Alfa de Cronbach, Omega de McDonald y Alfa Ordinal en la Validación de Cuestionarios. Estudios y Perspectivas: Revista Científica y Académica, 4(4), 2738-2755. https://doi.org/10.61384/r.c.a.v4i4.836

Cowgill, C., Halper, L., Rios, K. y Crane, P. (2020). “Why So Few?”: Differential Effects of Framing the Gender Gap in STEM Recruitment Interventions. Psychology of Women Quarterly, 45(1), 61-78. https://doi.org/10.1177/0361684320965123

Crowne, D. P., y Marlowe, D. (1960). A new scale of social desirability independent of psychopathology. Journal of Consulting Psychology, 24(4), 349-354. https://doi.org/10.1037/h0047358

Dökme, İ., Açıksöz, A. y Koyunlu Ünlü, Z. (2022). Investigation of STEM fields motivation among female students in science education colleges. International Journal of STEM Education, 9(8). https://doi.org/10.1186/s40594-022-00326-2

Dominguez Castillo, J. G., Cisneros Cohernour, E. J. y Barberà, E. (2018). Factors influencing technology use by Mayan women in the digital age. Gender, Technology and Development, 22(3), 185-204. https://doi.org/10.1080/09718524.2018.1558862

Eccles, J. S. y Wigfield, A. (2020). From expectancy-value theory to situated expectancy-value theory: A developmental, social cognitive, and sociocultural perspective on motivation. Contemporary Educational Psychology, 6. https://doi.org/10.1016/j.cedpsych.2020.101859

Eisinga, R., Grotenhuis, M.t. y Pelzer, B. (2013). The reliability of a two-item scale: Pearson, Cronbach, or Spearman-Brown?. International Journal of Public Health, 58, 637-642. https://doi.org/10.1007/s00038-012-0416-3

Erichsen, K., Šaras, E. D. y Perez-Felkner, L. (2024) Toward institutional transformation: warming the chilly climate for women in STEM through macrostructural change. Frontiers in Education, 9. https://doi.org/10.3389/feduc.2024.1328574

Fiedler, I. (2024). Investigating Students’ Academic Self-Concepts and Persistence in STEM: How Do Gender Differences Relate to Female Representation?. International Journal of Gender, Science and Technology, 16(1), 1-30. https://genderandset.open.ac.uk/index.php/genderandset/article/view/1457

Fiedler, I., Buchholz, S. y Schaeper, H. (2024). Does Gender Composition in a Field of Study Matter? Gender Disparities in College Students’ Academic Self-Concepts. Research in Higher Education. https://doi.org/10.1007/s11162-024-09794-7

Galán-Muros, V., Bouckaert, M. y Roser-Chinchilla, J. (2023, 08 de marzo). La representación de la mujer en el mundo académico y en los puestos directivos de la educación superior: informe de políticas públicas. Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura [UNESCO] e Instituto Internacional de la UNESCO para la Educación Superior en América Latina y el Caribe (IESALC). https://unesdoc.unesco.org/ark:/48223/pf0000386876_spa

Games, P. A. y Howell, J. F. (1976). Pairwise Multiple Comparison Procedures with Unequal N’s and/or Variances: A Monte Carlo Study. Journal of Educational Statistics, 1(2), 113-125. https://doi.org/10.3102/10769986001002113

Hauke, J. y Kossowski, T. (2011). Comparison of Values of Pearson's and Spearman's Correlation Coefficients on the Same Sets of Data. Quaestiones Geographicae, 30(2), 87-93. https://doi.org/10.2478/v10117-011-0021-1

Hernández Sampieri, R. y Mendoza Torres, C. P. (2023). Metodología de la Investigación. Las rutas cuantitativa, cualitativa y mixta (2.ª ed.). McGraw Hill.

Kaiser, H. F. (1974). An Index of Factorial Simplicity. Psychometrika, 39(1), 31-36. https://doi.org/10.1007/BF02291575

Kalender, Z. Y., Marshman, E., Schunn, C. D., Nokes-Malach, T. J. y Singh, C. (2020). Damage caused by women’s lower self-efficacy on physics learning. Physical Review Physics Education Research, 16(1). https://doi.org/10.1103/PhysRevPhysEducRes.16.010118

Krumpal, I. (2013). Determinants of social desirability bias in sensitive surveys: a literature review. Quality & Quantity, 47, 2025-2047. https://doi.org/10.1007/s11135-011-9640-9

Lloret-Segura, S., Ferreres-Traver, A., Hernández-Baeza, A. y Tomás-Marco, I. (2014). Exploratory Item Factor Analysis: A practical guide revised and up-dated. Anales de Psicología / Annals of Psychology, 30(3), 1151-1169. https://doi.org/10.6018/analesps.30.3.199361

Marshman, E. M., Kalender, Z. Y., Nokes-Malach, T., Schunn, C. y Singh, C. (2018). Female students with A’s have similar physics self-efficacy as male students with C’s in introductory courses: A cause for alarm? Physical Review Physi cs Education Research, 14(2). https://doi.org/10.1103/PhysRevPhysEducRes.14.020123

Martínez, M., Segura, F., Andújar, J. y Ceada, Y. (2023). The Gender Gap in STEM Careers: An Inter-Regional and Transgenerational Experimental Study to Identify the Low Presence of Women. Education Sciences, 13. https://doi.org/10.3390/educsci13070649

Nederhof, A. J. (1985). Methods of coping with social desirability bias: A review. European Journal of Social Psychology, 15(3), 263-280. https://doi.org/10.1002/ejsp.2420150303

Pajares, F. (1996). Self-Efficacy Beliefs in Academic Settings. Review of Educational Research, 66(4), 543-578. https://doi.org/10.3102/00346543066004543

Papagiannopoulou, T., Vaiopoulou, J. y Stamovlasis, D. (2023). Teachers’ Readiness to Implement STEM Education: Psychometric Properties of TRi-STEM Scale and Measurement Invariance across Individual Characteristics of Greek In-Service Teachers. Education Sciences, 13(3), 1-13. https://doi.org/10.3390/educsci13030299

Pownall, M. y Heflick, N. (2024). Male psychologists and female mathematicians: Gender beliefs and undergraduate degree choices. Journal of Community & Applied Social Psychology, 34. https://doi.org/10.1002/casp.2784

Rost, D. H. y Feng, X. (2024). Academic Self-Concept Wins the Race: The Prediction of Achievements in Three Major School Subjects by Five Subject-Specific Self-Related Variables. Behavioral Sciences, 14(1), 40. https://doi.org/10.3390/bs14010040

Rubio, D. M., Berg-Weger, M., Tebb, S. S., Lee, E. S. y Rauch, S. (2003). Objectifying content validity: Conducting a content validity study in social work research. Social Work Research, 27(2), 94-104. https://doi.org/10.1093/swr/27.2.94

Siwale, K. y Mwalemba, G. (2023). Societal influences on career decision making: Perspectives of African women pursuing technology-related professions. The Electronic Journal of Information Systems in Developing Countries, 89. https://doi.org/10.1002/isd2.12259

Straza, T. (2024). Changing the equation: securing STEM futures for women. Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura [UNESCO]. https://unesdoc.unesco.org/ark:/48223/pf0000391384

Tripon, C. (2022). Fostering womens to choose stem career by using emotional intelligence as key element. Journal of Educational Sciences, 1(45), 51-68. https://doi.org/10.35923/JES.2022.1.04

Tomczak, M. y Tomczak, E. (2014). The need to report effect size estimates revisited. An overview of some recommended measures of effect size. Trends in Sport Sciences, 1(21), 19-25. https://acortar.link/zD18bm

Verdugo-Castro, S., Sánchez-Gómez, Mª. y García-Holgado, A. (2022). Opinions and Perceptions about STEM Studies in Higher Education: An Exploratory Case Study in Spain. Education in the Knowledge Society, 23. https://doi.org/10.14201/eks.27529

Vieira do Nascimento, D., Roser-Chinchilla, J. y Mutize, T. (2021, 08 de marzo). Mujeres en la educación superior: ¿la ventaja femenina ha puesto fin a las desigualdades de género?. Organización de las Naciones Unidas para la Educación, la Ciencia y la Cultura [UNESCO] e Instituto Internacional de la UNESCO para la Educación Superior en América Latina y el Caribe (IESALC). https://unesdoc.unesco.org/ark:/48223/pf0000377183

Wang, M. T. y Degol, J. L. (2017). Gender Gap in Science, Technology, Engineering, and Mathematics (STEM): Current Knowledge, Implications for Practice, Policy, and Future Directions. Educational Psychology Review, 29, 119-140. https://doi.org/10.1007/s10648-015-9355-x

Wood, W., y Eagly, A. H. (2012). Biosocial construction of sex differences and similarities in behavior. Advances in Experimental Social Psychology, 46, 55-123. https://doi.org/10.1016/B978-0-12-394281-4.00002-7

Published

2026-02-24

How to Cite

Vargas Jiménez, M., Domínguez Castillo, J. G., Cisneros Cohernour, E. J., & Ortiz Marcos , J. M. (2026). Self-Valuation as an Indicator of Persistence among Women in STEM Majors. European Public & Social Innovation Review, 11, 1–19. https://doi.org/10.31637/epsir-2026-2498

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