What prevents STEM universities from widening participation? A systematic literature review on global experiences
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A prevailing concern in higher education, especially within the fields of Science, Technology, Engineering, and Mathematics (STEM), often refers to underrepresentation of certain social groups. While the public attention is drawn to the aggregated statistics reflecting participation issues at a macro societal level, the essence of the debate is the real underrepresented individuals behind each number that have been hindered by any tangible or impalpable reasons. Thus, how to address existing disparities in education systems by looking beyond the aggregate number to the nuanced barriers faced by different groups becomes vital. Based on a systematic literature review, this research aims to explore the complex barriers and opportunities regarding the expansion of participation in STEM education. By analyzing global examples, the study identifies socioeconomic disadvantages, exclusionary institutional practices, and internal psychological barriers such as low confidence, lack of belonging, and stereotype threat as key factors that hinder the engagement of marginalized communities in STEM fields. Drawn on a meta-analysis, the research also evaluates successful intervention practices, such as role model-based initiatives and inclusive educational environments, and values-affirmation exercises, which have been shown to improve motivation, strengthen self-efficacy, and increase retention in STEM. Additionally, the study synthesizes these findings to propose systemic reforms at individual, institutional, and governmental levels. In summary, this research offers evidence-based and actionable strategies, leading to a more inclusive STEM landscape for sustainable development.
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Creating clear and accessible pathways from secondary to higher education, such as many SBPs reported here, is an area where governments can make a significant impact.
“As Liu and Kringos (2025) state, creating clear and accessible pathways from secondary to higher education, such as many SBPs reported here, is an area where governments can make a significant impact.”
From Methodological Choices When Assessing Summer Bridge Programs in STEM Majors: A Scoping Review (2026) · cites this paper as Liu and Kringos (2025)
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Stereotype threat and the intellectual test performance of African Americans.
Steele, C. M., & Aronson, J. (1995) · Journal of Personality and Social Psychology · doi:10.1037/0022-3514.69.5.797 · Cited by 8,181 · see citing works
Eagly, A. H., & Wood, W. (2012) · Handbook of Theories of Social Psychology · doi:10.4135/9781446249222.n49 · Cited by 1,853 · cited 1× · see citing works
“In a further articulation by Eagly and Wood (2012) in social role theory, the profound impact that societal structures have on gender-specific behaviors, beliefs, and attitudes was highlighted.”
Stout, J. G., Dasgupta, N., Hunsinger, M., & McManus, M. A. (2011) · Journal of Personality and Social Psychology · doi:10.1037/a0021385 · Cited by 1,050 · see citing works
Wang, M.-T., & Degol, J. (2013) · Developmental Review · doi:10.1016/j.dr.2013.08.001 · Cited by 837 · see citing works
Dasgupta, N., & Stout, J. G. (2014) · Policy Insights from the Behavioral and Brain Sciences · doi:10.1177/2372732214549471 · Cited by 471 · see citing works
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- Adnett, N. (2006). Student finance and widening participation in the British Isles: common problems, different solutions. Higher Education Quarterly, 60(4), 296-311. https:// doi. org/ 10. 1111/j. 1468-2273. 2006. 00325.x · DOI
- Alam, M. S., Sajid, S., Kok, J. K., Rahman, M., & Amin, A. (2021). Factors that influence high school female students' intentions to pursue science, technology, engineering and mathematics (stem) education in malay- sia. Pertanika Journal of Social Sciences and Humanities, 29(2), 839-867. https:// doi. org/ 10. 4783/ pjssh. 29.2. 06 · DOI
- Albuquerque, M. J. B., Awadalla, D. M. M., Albuquerque, F. D. B., & Aly Hassan, A. (2023). Awareness and adoption of evidence-based instructional practices by stem faculty in the UAE and USA. Education Sciences, 13(2), 204. https:// doi. org/ 10. 3390/ educs ci130 20204 · DOI
- Allen, J. K. (2017). Exploring the role teacher perceptions play in the under- representation of culturally and linguistically diverse students in gifted programming. Gifted Child Today, 40(2), 77-86. https:// doi. org/ 10. 1177/ 10762 17517 690188 · DOI
- Almukhambetova, A., Kuzhabekova, A., & Hernández-Torrano, D. (2023). Hidden bias, low expectations, and social stereotypes: understanding female students' retention in math-intensive stem fields. International Journal of Science and Mathematics Education, 21(2), 535-557. https:// doi. org/ 10. 1007/ s10763-022-10256-8 · DOI
- Archer, L., & Yamashita, H. (2003). 'knowing their limits'? identities, inequalities and inner city school leavers' post-16 aspirations. Journal of Education Policy, 18(1), 53-69. https:// doi. org/ 10. 1080/ 02680 93032 00004 2209 · DOI
- Banerjee, P., & Graham, L. (2023). Stem education in England: Questioning the "leaky pipeline" metaphor. Education + Training. https:// doi. org/ 10. 1108/ et-03-2023-0079 · DOI
- Beach, D. (2013). Changing higher education: converging policy-packages and experiences of changing academic work in Sweden. Journal of Education Policy, 28(4), 517-533. https:// doi. org/ 10. 1080/ 02680 939. 2013. 782426 · DOI
- Begg, C. B., & Mazumdar, M. (1994). Operating characteristics of a rank correla- tion test for publication bias. Biometrics. https:// doi. org/ 10. 2307/ 25334 · DOI · Paper page
- Belanger, A. L., Joshi, M. P., Fuesting, M. A., Weisgram, E. S., Claypool, H. M., & Diekman, A. B. (2020). Putting belonging in context: Communal affordances signal belonging in stem. Personality and Social Psychology Bulletin, 46(8), 1186-1204. https:// doi. org/ 10. 1177/ 01461 67219 897181 · DOI
- Berggren, C. (2008). Horizontal and vertical differentiation within higher education-gender and class perspectives. Higher Education Quarterly, 62(1-2), 20-39. https:// doi. org/ 10. 1111/j. 1468-2273. 2008. 00381.x · DOI
- Bibbings, L. S. (2006). Widening participation and higher education. Journal of Law and Society, 33(1), 74-91. https:// doi. org/ 10. 1111/j. 1467-6478. 2006. 00348.x · DOI
- Binning, K. R., Kaufmann, N., McGreevy, E. M., Fotuhi, O., Chen, S., Marshman, E., et al. (2020). Changing social contexts to foster equity in college science courses: an ecological-belonging intervention. Psychological Science, 31(9), 1059-1070. https:// doi. org/ 10. 1177/ 09567 97620 929984 · DOI
- Blotnicky, K. A., Franz-Odendaal, T., French, F., & Joy, P. (2018). A study of the correlation between stem career knowledge, mathematics self-efficacy, career interests, and career activities on the likelihood of pursuing a Liu and Kringos International Journal of STEM Education (2025) 12:63 stem career among middle school students. International Journal of STEM Education, 5, 1-15. https:// doi. org/ 10. 1186/ s40594-018-0118-3 · DOI
- Blumenfeld, P. C., Soloway, E., Marx, R. W., Krajcik, J. S., Guzdial, M., & Palincsar, A. (1991). Motivating project-based learning: sustaining the doing, sup- porting the learning. Educational Psychologist, 26(3-4), 369-398. https:// doi. org/ 10. 1080/ 00461 520. 1991. 96531 · DOI · Paper page
- Botanga, C., Blanc, S., Jones, L., Day, M., & Charles, M. (2021). Continued stem commitment in light of 2020 events: a perspective from the Illinois louis stokes alliance for minority participation. Frontiers in Education, 6, Article 681027. https:// doi. org/ 10. 3389/ feduc. 2021. 681027 · DOI
- Bovill, C., Cook-Sather, A., & Felten, P. (2011). Students as co-creators of teach- ing approaches, course design, and curricula: implications for academic developers. International Journal for Academic Development, 16(2), 133-145. https:// doi. org/ 10. 1080/ 13601 44X. 2011. 568690 · DOI
- Bradley, R. H., & Corwyn, R. F. (2002). Socioeconomic status and child develop- ment. Annual Review of Psychology, 53(1), 371-399. https:// doi. org/ 10. 1146/ annur ev. psych. 53. 100901. 135233 · DOI · Paper page
- Broek, S., & Hake, B. J. (2012). Increasing participation of adults in higher educa- tion: factors for successful policies. International Journal of Lifelong Edu- cation, 31(4), 397-417. https:// doi. org/ 10. 1080/ 02601 370. 2012. 663801 · DOI
- Brown, E. R., Thoman, D. B., Smith, J. L., & Diekman, A. B. (2015). Closing the communal gap: the importance of communal affordances in science career motivation. Journal of Applied Social Psychology, 45(12), 662-673. https:// doi. org/ 10. 1111/ JASP. 12327 · DOI
- Brubacher, J. (2017). Higher education in transition: History of American colleges and universities. Routledge.
- Burchett, C. O., Peña, T., Monahan, C., Bermejo, R. M., Sarwana, M., & London, B. (2025). The crucial roles of campus representation and sense of belonging of undergraduates in science, technology, engineering, and math. Journal for STEM Education Research. https:// doi. org/ 10. 1007/ s12264-025-01384-6 · DOI
- Burt, B. A., Stone, B. D., Motshubi, R., & Baber, L. D. (2023). Stem validation among underrepresented students: Leveraging insights from a stem diversity program to broaden participation. Journal of Diversity in Higher Education, 16(1), 53.
- Byun, S.-Y., Irvin, M. J., & Bell, B. A. (2015). Advanced math course taking: Effects on math achievement and college enrollment. The Journal of Experimental Education, 83(4), 439-468. https:// doi. org/ 10. 1080/ 00220 973. 2014. 919570 · DOI
- Campbell-Montalvo, R., Kersaint, G., Smith, C. A., Puccia, E., Sidorova, O., Cooke, H., et al. (2022). The influence of professional engineering organizations on women and underrepresented minority students' fit. Frontiers in Edu- cation, 6, Article 755471. https:// doi. org/ 10. 3389/ feduc. 2021. 755471/ full · DOI
- Canning, E. A., Harackiewicz, J. M., Priniski, S. J., Hecht, C. A., Tibbetts, Y., & Hyde, J. S. (2019). Improving performance and retention in introductory biol- ogy with a utility-value intervention. Journal of Educational Psychology, 111(7), 1216-1233. https:// doi. org/ 10. 1037/ edu00 00333 · DOI
- Ceci, S. J., & Williams, W. M. (2010). Sex differences in math-intensive fields. Cur- rent Directions in Psychological Science, 19(5), 275-279. https:// doi. org/ 10. 1177/ 09637 21410 383241 · DOI
- Çetinkaya, E., Herrmann, S. D., & Kisbu-Sakarya, Y. (2020). Adapting the values affirmation intervention to a multi-stereotype threat framework for female students in stem. Social Psychology of Education, 23, 1587-1607. https:// doi. org/ 10. 1007/ s11218-020-09594-8 · DOI
- Chelberg, K. L., & Bosman, L. B. (2019). The role of faculty mentoring in improv- ing retention and completion rates for historically underrepresented stem students. International Journal of Higher Education, 8(2), 39-48. https:// doi. org/ 10. 5430/ IJHE. V8N2P 39 · DOI
- Chemers, M. M., Zurbriggen, E. L., Syed, M., Goza, B. K., & Bearman, S. (2011). The role of efficacy and identity in science career commitment among underrepresented minority students. Journal of Social Issues, 67(3), 469-491. https:// doi. org/ 10. 1111/j. 1540-4560. 2011. 01710.x · DOI · Paper page
- Chen, S., Binning, K. R., Manke, K. J., Brady, S. T., McGreevy, E. M., Betancur, L., & Kaufmann, N. (2021). Am i a science person? a strong science identity bolsters minority students' sense of belonging and performance in col- lege. Personality and Social Psychology Bulletin, 47(4), 593-606. https:// doi. org/ 10. 1177/ 01461 67220 936480 · DOI
- Cipollone, K., Stich, A. E., & Weis, L. (2020). Stem for all: student identities and the paradox of stem democratization. Teachers College Record, 122(2), 1-67. https:// doi. org/ 10. 1177/ 01614 68120 12200 212 · DOI
- Cochran, W. G. (1954). The combination of estimates from different experi- ments. Biometrics, 10(1), 101-129. https:// doi. org/ 10. 2307/ 30016 66 · DOI · Paper page
- Cohen, G. L., Garcia, J., Apfel, N., & Master, A. (2006). Reducing the racial achievement gap: a social-psychological intervention. Science, 313(5791), 1307-1310. https:// doi. org/ 10. 1126/ scien ce. 11283 17 · DOI · Paper page
- Cohen, G. L., Garcia, J., Purdie-Vaughns, V., Apfel, N., & Brzustoski, P. (2009). Recursive processes in self-affirmation: intervening to close the minor- ity achievement gap. Science, 324(5925), 400-403. https:// doi. org/ 10. 1037/ 0022-3514. 92.1. 82 · DOI · Paper page
- Cohen, J. (1992). A power primer. Psychological Bulletin. https:// doi. org/ 10. 1037/ 0033-2909. 112.1. 155 · DOI · Paper page
- Coll, C. G., & Pachter, L. M. (2002). Ethnic and minority parenting (Vol. 1). Law- rence Erlbaum Associates.
- Cowgill, C., Halper, L., Rios, K., & Crane, P. (2021). "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/ 03616 84320 965123 · DOI
- Crabtree, L. M., Richardson, S. C., & Lewis, C. W. (2019). The gifted gap, stem education, and economic immobility. Journal of Advanced Academics, 30(2), 203-231. https:// doi. org/ 10. 1177/ 19322 02X19 829749 · DOI
- Denaro, K., Dennin, K., Dennin, M., & Sato, B. (2022). Identifying systemic ineq- uity in higher education and opportunities for improvement. PloS One, 17(4), Article e0264059. https:// doi. org/ 10. 1371/ journ al. pone. 02640 59 · DOI
- Diekman, A. B., Brown, E. R., Johnston, A. M., & Clark, E. K. (2010). Seeking congruity between goals and roles: a new look at why women opt out of science, technology, engineering, and mathematics careers. Psychological Science, 21(8), 1051-1057. https:// doi. org/ 10. 1177/ 09567 97610 377342 · DOI · Paper page
- Diekman, A. B., Steinberg, M., Brown, E. R., Belanger, A. L., & Clark, E. K. (2017). A goal congruity model of role entry, engagement, and exit: understand- ing communal goal processes in stem gender gaps. Personality and Social Psychology Review, 21(2), 142-175. https:// doi. org/ 10. 1177/ 10888 68316 642141 · DOI
- Doerschuk, P., Bahrim, C., Daniel, J., Kruger, J., Mann, J., & Martin, C. (2016). Clos- ing the gaps and filling the stem pipeline: a multidisciplinary approach. Journal of Science Education and Technology, 25, 682-695. https:// doi. org/ 10. 1007/ s10956-016-9622-8 · DOI · Paper page
- Eagly, A. H. (2013). Sex differences in social behavior: A social-role interpretation. Psychology Press.
- Eccles, J.S. (1983). Expectancies, values, and academic behaviors. Achievement and achievement motives (pp. 75-146).
- Eccles, J. S. (1994). Understanding women's educational and occupational choices: Applying the eccles et al. model of achievement-related choices. Psychology of Women Quarterly, 18(4), 585-609. https:// doi. org/ 10. 1111/j. 1471-6402. 1994. tb010 49.x Eccles, J. S., & Jacobs, J. E. (1986). Social forces shape math attitudes and per- formance. Signs: Journal of Women in Culture and Society, 11(2), 367-380. https:// doi. org/ 10. 1086/ 494229 · DOI
- Eccles, J. S., & Wigfield, A. (2002). Motivational beliefs, values, and goals. Annual Review of Psychology, 53(1), 109-132. https:// doi. org/ 10. 1146/ annur ev. psych. 53. 100901. 135153 · DOI · Paper page
- Eisenhart, M., & Allen, C. D. (2020). Addressing underrepresentation of young women of color in engineering and computing through the lens of sociocultural theory. Cultural Studies of Science Education, 15(3), 793-824. https:// doi. org/ 10. 1007/ s11422-020-09976-6 · DOI
- Liu and Kringos International Journal of STEM Education (2025) 12:63
- El-Deghaidy, H., Almasabi, Z., Elkholy, A., & Mansour, N. (2025). Mapping stem gender disparities: A scoping review of the Mena region. Journal for STEM Education Research. https:// doi. org/ 10. 1007/ s41979-025-00149-0 · DOI
- Gallacher, J. (2006). Widening access or differentiation and stratification in higher education in scotland. Higher Education Quarterly, 60(4), 349-369. https:// doi. org/ 10. 1111/j. 1468-2273. 2006. 00328.x · DOI
- Gan, Y. T., Ng, K. H., Chandesa, T., Chai, X. Y., August, A. L., & Lee, K. W. (2024). A systematic review of stem interventions in rural education: July 2013 to June 2023. Journal for STEM Education Research. https:// doi. org/ 10. 1007/ s41979-024-00140-1 · DOI
- Garcia-Reid, P. (2007). Examining social capital as a mechanism for improving school engagement among low income hispanic girls. Youth & Society, 39(2), 164-181. https:// doi. org/ 10. 1177/ 00441 18X07 303263 · DOI
- Garibay, J. C. (2018). Beyond traditional measures of stem success: long-term predictors of social agency and conducting research for social change. Research in Higher Education, 59, 349-381. https:// doi. org/ 10. 1007/ s11162-017-9470-2 · DOI
- Guo, J., Marsh, H. W., Parker, P. D., & Hu, X. (2024). Cross-cultural patterns of gender differences in stem: gender stratification, gender equality and gender-equality paradoxes. Educational Psychology Review, 36(2), 37. https:// doi. org/ 10. 1007/ s10648-024-09872-3 · DOI
- Halimi, S., & Hristoskova, S. (2001). Lifelong learning for equity and social cohesion: a new challenge for higher education. Journal of Adult and Continuing Education, 7(1), 21-32. https:// doi. org/ 10. 1177/ 14779 71401 00700 103 · DOI
- Hallström, J., & Schönborn, K. J. (2019). Models and modelling for authentic stem education: Reinforcing the argument. International Journal of STEM Education, 6(1), 22. https:// doi. org/ 10. 1186/ s40594-019-0178-z · DOI
- Harackiewicz, J. M., Canning, E. A., Tibbetts, Y., Giffen, C. J., Blair, S. S., Rouse, D. I., & Hyde, J. S. (2014). Closing the social class achievement gap for first- generation students in undergraduate biology. Journal of Educational Psychology, 106(2), 375-389. https:// doi. org/ 10. 1037/ A0034 679 · DOI · Paper page
- Hazari, Z., Sonnert, G., Sadler, P. M., & Shanahan, M.-C. (2010). Connecting high school physics experiences, outcome expectations, physics identity, and physics career choice: a gender study. Journal of Research in Science Teaching, 47(8), 978-1003. https:// doi. org/ 10. 1002/ TEA. 20363 · DOI · Paper page
- Heilbronner, N. N. (2011). Stepping onto the stem pathway: factors affecting talented students' declaration of stem majors in college. Journal for the Education of the Gifted, 34(6), 876-899. https:// doi. org/ 10. 1177/ 01623 53211 425100 · DOI
- Herrmann, S. D., Adelman, R. M., Bodford, J. E., Graudejus, O., Okun, M. A., & Kwan, V. S. (2016). The effects of a female role model on academic performance and persistence of women in stem courses. Basic and Applied Social Psychology, 38(5), 258-268. https:// doi. org/ 10. 1080/ 01973 533. 2016. 12097 · DOI
- Howley, C., Campbell, J., Cowley, K., & Cook, K. (2022). Pathways and structures: evaluating systems changes in an nsf includes alliance. American Journal of Evaluation, 43(4), 632-646. https:// doi. org/ 10. 1177/ 10982 14021 104160 · DOI
- Hsieh, H.-F., & Shannon, S. E. (2005). Three approaches to qualitative content analysis. Qualitative Health Research, 15(9), 1277-1288. https:// doi. org/ 10. 1177/ 10497 32305 276687 · DOI · Paper page
- Hyde, J. S. (2005). The gender similarities hypothesis. American Psychologist, 60(6), 581.
- Hyde, J. S., Lindberg, S. M., Linn, M. C., Ellis, A. B., & Williams, C. C. (2008). Gender similarities characterize math performance. Science, 321(5888), 494-495. https:// doi. org/ 10. 1126/ scien ce. 11603 64 · DOI · Paper page
- Islam, N., & Jirattikorn, A. (2024). Breaking gender barriers in stem education for achieving the sdg of quality education in Bangladesh. Development in Practice, 34(1), 129-135. https:// doi. org/ 10. 1080/ 09614 524. 2023. 22299 · DOI
- Islam, N., & Jirattikorn, A. (2024). Navigating structural constraints: women's agency in engineering studies and teaching in Bangladesh. Higher Education. https:// doi. org/ 10. 1007/ s10734-023-01177-8 · DOI
- Ives, J., Falk, J., & Drayton, B. (2023). Broadening participation in stem through equity-minded high-impact practices: a multimodal systematic review. Higher Education. https:// doi. org/ 10. 1007/ s10734-023-01165-y · DOI
- Jasko, K., Dukala, K., & Szastok, M. (2019). Focusing on gender similarities increases female students' motivation to participate in stem. Journal of Applied Social Psychology, 49(8), 473-487. https:// doi. org/ 10. 1111/ jasp. 12598 · DOI
- Johnson, I. R., & Pietri, E. S. (2023). Ally endorsement: exploring allyship cues to promote perceptions of allyship and positive stem beliefs among white female students. Group Processes & Intergroup Relations, 26(3), 738-761. https:// doi. org/ 10. 1177/ 13684 30222 10804 67 · DOI
- Johnson, I. R., Pietri, E. S., Fullilove, F., & Mowrer, S. (2019). Exploring identity- safety cues and allyship among black women students in stem environ- ments. Psychology of Women Quarterly, 43(2), 131-150. https:// doi. org/ 10. 1177/ 03616 84319 830926 · DOI
- Kayan-Fadlelmula, F., Sellami, A., Abdelkader, N., & Umer, S. (2022). A systematic review of stem education research in the gcc countries: trends, gaps and barriers. International Journal of STEM Education, 9, 1-24. https:// doi. org/ 10. 1080/ 00071 005. 2024. 23229 · DOI
- Kennedy, T. J., & Odell, M. R. (2014). Engaging students in stem education. Sci- ence Education International, 25(3), 246-258.
- King Miller, B. A. (2017). Navigating stem: afro caribbean women overcom- ing barriers of gender and race. Sage Open, 7(4), 2158244017742689. https:// doi. org/ 10. 1177/ 21582 44017 742689 · DOI
- Knight, G. L. (2021). Delivering a positive outcome for stem students-how tef will that be? Higher Education Pedagogies, 6, 37-40. https:// doi. org/ 10. 1080/ 23752 696. 2021. 18823 · DOI
- Kong, X., Dabney, K. P., & Tai, R. H. (2014). The association between science summer camps and career interest in science and engineering. Interna- tional Journal of Science Education, Part B, 4(1), 54-65. https:// doi. org/ 10. 1080/ 21548 455. 2012. 760856 · DOI
- Lawson, K. M., & Lips, H. M. (2014). The role of self-perceived agency and job attainability in women's impressions of successful women in masculine occupations. Journal of Applied Social Psychology, 44(6), 433-441. https:// doi. org/ 10. 1111/ JASP. 12236 · DOI
- Li, Y., Wang, K., Xiao, Y., & Froyd, J. E. (2020). Research and trends in stem educa- tion: a systematic review of journal publications. International Journal of STEM Education, 7, 1-16. https:// doi. org/ 10. 1186/ s40594-020-00207-6 · DOI
- Li, Y., Xiao, Y., Wang, K., Zhang, N., Pang, Y., Wang, R., et al. (2022). A systematic review of high impact empirical studies in stem education. Interna- tional Journal of STEM Education, 9(1), 72. https:// doi. org/ 10. 1186/ s40594-022-00389-1 · DOI
- Litzinger, T., Lattuca, L. R., Hadgraft, R., & Newstetter, W. (2011). Engineering education and the development of expertise. Journal of Engineering Education, 100(1), 123-150. https:// doi. org/ 10. 1002/j. 2168-9830. 2011. tb000 06.x Major, J., & Godwin, A. (2018). Towards making the invisible engineer visible: A review of low-socioeconomic students' barriers experiencing college stem education. 2018 ieee frontiers in education conference (fie) (pp. 1-9). · DOI
- Margot, K. C., & Kettler, T. (2019). Teachers' perception of stem integration and education: a systematic literature review. International Journal of STEM Education, 6(1), 1-16. https:// doi. org/ 10. 1186/ s40594-018-0151-2 · DOI · Paper page
- McIntyre, R. B., Paulson, R. M., Taylor, C. A., Morin, A. L., & Lord, C. G. (2011). Effects of role model deservingness on overcoming performance defi- cits induced by stereotype threat. European Journal of Social Psychology, 41(3), 301-311. https:// doi. org/ 10. 1002/ ejsp. 774 · DOI
- Moore, J. L., Ford, D. Y., & Milner, H. R. (2005). Recruitment is not enough: retaining African American students in gifted education. Gifted Child Quarterly, 49(1), 51-67. https:// doi. org/ 10. 1177/ 00169 86205 04900 106 · DOI
- Moss-Racusin, C. A., Pietri, E. S., van der Toorn, J., & Ashburn-Nardo, L. (2021). Boosting the sustainable representation of women in stem with evidence-based policy initiatives. Policy Insights from the Behavioral and Brain Sciences, 8(1), 50-58. https:// doi. org/ 10. 1177/ 23727 32220 980092 · DOI
- Naidoo, R. (2000). The third way to widening participation and maintaining quality in higher education: lessons from the united kingdom. The Journal of Educational Enquiry, 1(2), ,
- Ortagus, J. C., Kelchen, R., Rosinger, K., & Voorhees, N. (2020). Performance- based funding in american higher education: a systematic synthesis of the intended and unintended consequences. Educational Evaluation and Policy Analysis, 42(4), 520-550. https:// doi. org/ 10. 3102/ 01623 73720 953128 · DOI
- Osborne, J., Simon, S., & Collins, S. (2003). Attitudes towards science: a review of the literature and its implications. International Journal of Science Education, 25(9), 1049-1079. https:// doi. org/ 10. 1080/ 09500 69032 00003 2199 · DOI
- Osborne, J. W., & Jones, B. D. (2011). Identification with academics and moti- vation to achieve in school: how the structure of the self influences aca- demic outcomes. Educational Psychology Review, 23, 131-158. https:// doi. org/ 10. 1007/ S10648-011-9151-1 · DOI
- Osborne, M. (2003). Increasing or widening participation in higher educa- tion?: A european overview. European Journal of Education, 38(1), 5-24. https:// doi. org/ 10. 1111/ 1467-3435. 00125 · DOI
- Osborne, M. (2003). Policy and practice in widening participation: a six country comparative study of access as flexibility. International Journal of Life- long Education, 22(1), 43-58. https:// doi. org/ 10. 1080/ 02601 37030 4826 · DOI
- Perez, T., Cromley, J. G., & Kaplan, A. (2014). The role of identity development, values, and costs in college stem retention. Journal of Educational Psychology, 106(1), 315. https:// doi. org/ 10. 1037/ A0034 027 · DOI
- Ramsey, L. R., Betz, D. E., & Sekaquaptewa, D. (2013). The effects of an academic environment intervention on science identification among women in stem. Social Psychology of Education, 16, 377-397. https:// doi. org/ 10. 1007/ s11218-013-9218-6 · DOI · Paper page
- Roberts, D.A., & Bybee, R.W. (2014). Scientific literacy, science literacy, and science education. Handbook of research on science education, volume ii (pp. 559-572). Routledge.
- Roorda, D. L., Koomen, H. M., Spilt, J. L., & Oort, F. J. (2011). The influence of affective teacher-student relationships on students' school engage- ment and achievement: a meta-analytic approach. Review of Educa- tional Research, 81(4), 493-529. https:// doi. org/ 10. 3102/ 00346 54311 421793 · DOI · Paper page
- Rudman, L.A., Moss-Racusin, C.A., Glick, P., & Phelan, J.E. (2012). Reactions to vanguards: Advances in backlash theory. Advances in experimental social psychology (Vol. 45, pp. 167-227). Elsevier.
- Schwartz, S. H., & Rubel, T. (2005). Sex differences in value priorities: cross- cultural and multimethod studies. Journal of Personality and Social Psychology, 89(6), 1010. https:// doi. org/ 10. 1037/ 0022-3514. 89.6. 1010 · DOI
- Shin, J. E. L., Levy, S. R., & London, B. (2016). Effects of role model exposure on stem and non-stem student engagement. Journal of Applied Social Psychology, 46(7), 410-427. https:// doi. org/ 10. 1111/ jasp. 12371 · DOI
- Smith, E., & White, P. (2011). Who is studying science? the impact of widening participation policies on the social composition of UK undergraduate science programmes. Journal of Education Policy, 26(5), 677-699. https:// doi. org/ 10. 1080/ 02680 939. 2010. 540676 · DOI
- Smith, E., & White, P. (2024). Science for all? school science education policy and stem skills shortages. British Journal of Educational Studies. https:// doi. org/ 10. 1080/ 00071 005. 2024. 23229 · DOI
- Stipek, D. (2002). Good instruction is motivating. Development of achievement motivation (pp. 309-332). Elsevier.
- Tandrayen-Ragoobur, V., & Gokulsing, D. (2022). Gender gap in stem educa- tion and career choices: what matters? Journal of Applied Research in Higher Education, 14(3), 1021-1040. https:// doi. org/ 10. 1108/ JARHE-09-2019-0235 The Swedish Ministry of Education and Science (2001). The debate on the com- mission' s memorandum on lifelong learning 2001. European Commission. · DOI
- Thelin, J. R. (2011). A history of American higher education. JHU Press.
- Thibaut, L., Knipprath, H., Dehaene, W., & Depaepe, F. (2019). Teachers' attitudes toward teaching integrated stem: the impact of personal background characteristics and school context. International Journal of Science and Mathematics Education, 17(5), 987-1007. https:// doi. org/ 10. 1007/ S10763-018-9898-7 · DOI
- Tiedemann, J. (2000). Gender-related beliefs of teachers in elementary school mathematics. Educational Studies in Mathematics, 41(2), 191-207. https:// doi. org/ 10. 1023/A: 10039 53801 526 · DOI
- Eck, N., & Waltman, L. (2010). Software survey: Vosviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523-538. https:// doi. org/ 10. 1007/ s11192-009-0146-3 · DOI · Paper page
- Varma, R. (2009). Attracting native Americans to computing. Communications of the ACM, 52(8), 137-140. https:// doi. org/ 10. 1145/ 15366 16. 15366 50 · DOI
- Walton, G. M., & Cohen, G. L. (2007). A question of belonging: race, social fit, and achievement. Journal of Personality and Social Psychology, 92(1), 82-96.
- Wen, F., Zuo, B., Wu, Y., Dong, X., & Wang, W. (2016). Reducing the effect of stereotype threat: the role of coaction contexts and regulatory fit. Social Psychology of Education, 19, 607-626. https:// doi. org/ 10. 1007/ s11218-016-9344-z · DOI
- Wigfield, A., & Eccles, J. S. (2000). Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 25(1), 68-81. https:// doi. org/ 10. 1006/ ceps. 1999. 1015 · DOI · Paper page
- Wilson, R. E., & Kittleson, J. (2013). Science as a classed and gendered endeavor: persistence of two white female first-generation college students within an undergraduate science context. Journal of Research in Science Teaching, 50(7), 802-825. https:// doi. org/ 10. 1002/ tea. 21087 · DOI
- Yu, W., He, J., Luo, J., & Shu, X. (2023). Interventions for gender equality in stem education: a meta-analysis. Journal of Computer Assisted Learning. https:// doi. org/ 10. 1111/ jcal. 12928 · DOI
Cited by
Sorted by citations
Methodological Choices When Assessing Summer Bridge Programs in STEM Majors: A Scoping Review
Caballero Díaz, D., Amin, A., Musa, P., & Leung, V. (2026) · Education Sciences · doi:10.3390/educsci16020220
- Authors
- Liu, Z., & Kringos, N.
- Affiliations
- KTH Royal Institute of Technology (SE)
- Venue
- International Journal of STEM Education
- Published
- 2025-11-05
- Volume
- 12
- Issue
- 1
- ISSN
- 2196-7822 (ISSN-L)
- OpenAlex
- W4415926691
- Cited by
- 11
- References
- 5
- Citations by year
- 2026: 11
- FWCI
- 1.19
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Locations
- International Journal of STEM Education (publishedVersion, cc-by)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- KTH Road2Science Center
- Royal Institute of Technology
- Topics
- Social Sciences › Safety Research › Career Development and Diversity
- Social Sciences › Education › Higher Education Research Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Education, Achievement, and Giftedness
- Keywords
- STEM education, widening participation, underrepresentation, barriers to participation, marginalized communities, socioeconomic deprivation, institutional exclusion, stereotype threat, sense of belonging, self-efficacy, role models, values affirmation, student retention, inclusive education, educational equity
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