Self-efficacy and belonging: the impact of a university makerspace
Open accessAbstract
Background: In recent years, makerspaces have become increasingly common venues of STEM education and are rapidly being incorporated into undergraduate programs. These spaces give students and instructors access to advanced design technology and facilitate the incorporation of a wide variety of projects into the curriculum; however, their impacts on students are not yet fully understood. Using matched survey responses (i.e., repeated measures) from undergraduate students enrolled in engineering courses that assigned a makerspace-based project, we evaluate how the use of a university makerspace impacts students’ attitudes towards design, engineering, and technology. Further, we examine whether there are differences based on students’ year in program, gender, and race. Results: Paired t -tests were used to analyze whether and how nine factors changed within individual students over one semester. Analyses revealed that students who visited the facility showed significant gains in measures of innovation orientation, design self-efficacy, innovation self-efficacy, technology self-efficacy, belonging to the makerspace, and belonging to the engineering community. Subsequently, repeated measures analyses of variance (RMANOVAs) on the students who visited the makerspace revealed significant main effects of students’ year in program, gender, and race, as well as interactional effects of both year in program and race with time. Conclusions: These results affirm the value of incorporating makerspace-based projects into STEM curricula, especially during early coursework. However, our analyses revealed consistent gender gaps in measures of self-efficacy before and after using the makerspace. Similarly, gains in belonging to the makerspace were not equal across racial groups. We conclude that while makerspaces are fulfilling some of their promise for educating innovative problem solvers, more attention needs to be paid to avoid reproducing disparities in STEM education that are already experienced by female students and racial minorities.
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Previous studies have indicated that boy students have typically exhibited a better attitude towards STEM than girl students, or that boys are more exposed to maker technologies/activities than girl students.
“Previous studies have indicated that boy students have typically exhibited a better attitude towards STEM than girl students, or that boys are more exposed to maker technologies/activities than girl students (Andrews et al., 2021;Cheryan et al., 2017;Jones et al., 2000).”
From Fostering students’ motivation and self-efficacy in science, technology, engineering, and design through design thinking and making in project-based learning: a gender-perspective study in primary education (2025) · cites this paper as Andrews et al., 2021
The Gender section (page unavailable) reports that male undergraduates in the makerspace study scored higher than female undergraduates on design, innovation, and technology self-efficacy. That supports a narrower gender difference than the claim’s general statement about boys’ attitudes toward STEM; the cited passages do not establish that boys had greater exposure to maker technologies or activities. (LLM, conf=0.85)
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Cites
Statistical power analysis for the behavioral sciences
Cohen, J. (1990) · Computers Environment and Urban Systems · doi:10.1016/0198-9715(90)90050-4 · Cited by 65,406 · see citing works
Self-efficacy: The exercise of control
Bandura, A., Freeman, W. H., & Lightsey, R. (1999) · Journal of Cognitive Psychotherapy · doi:10.1891/0889-8391.13.2.158 · Cited by 46,835 · see citing works
Statistical Power Analysis for the Behavioral Sciences
Cohen, J. (2013) · doi:10.4324/9780203771587 · Cited by 25,373 · see citing works
(1985) · Medical Entomology and Zoology · Cited by 19,180 · see citing works
Motivational beliefs, values, and goals
Eccles, J. S., & Wigfield, A. (2002) · Annual Review of Psychology · doi:10.1146/annurev.psych.53.100901.135153 · Cited by 7,587 · see citing works
Talking about Leaving: Why Undergraduates Leave the Sciences
Correll, S. J., Seymour, E., & Hewitt, N. M. (1997) · Contemporary Sociology A Journal of Reviews · doi:10.2307/2655673 · Cited by 3,088 · see citing works
Applied Multivariate Research: Design and Interpretation
Meyers, L. S., Gamst, G. C., & GUARINO, A. J. (2017) · Sage eBooks · doi:10.4135/9781071802687 · Cited by 2,883 · see citing works
Students' Need for Belonging in the School Community
Osterman, K. F. (2000) · Review of Educational Research · doi:10.3102/00346543070003323 · Cited by 2,498 · see citing works
Women, Minorities, and Persons with Disabilities in Science and Engineering: 2013
National Science Foundation (2013) · PsycEXTRA Dataset · doi:10.1037/e558442013-001 · Cited by 2,491 · see citing works
Hurtado, S., & Carter, D. F. (1997) · Sociology of Education · doi:10.2307/2673270 · Cited by 1,938 · see citing works
Why do women opt out? Sense of belonging and women's representation in mathematics.
Good, C., Rattan, A., & Dweck, C. S. (2012) · Journal of Personality and Social Psychology · doi:10.1037/a0026659 · Cited by 1,113 · see citing works
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
Hausmann, L. R. M., Schofield, J. W., & Woods, R. L. (2007) · Research in Higher Education · doi:10.1007/s11162-007-9052-9 · Cited by 954 · see citing works
Relation of self-efficacy expectations to academic achievement and persistence.
Lent, R. W., Brown, S. D., & Larkin, K. C. (1984) · Journal of Counseling Psychology · doi:10.1037/0022-0167.31.3.356 · Cited by 820 · see citing works
The Promise of the Maker Movement for Education
Martin, L. (2015) · Journal of Pre-College Engineering Education Research (J-PEER) · doi:10.7771/2157-9288.1099 · Cited by 775 · see citing works
College Students' Sense of Belonging
Strayhorn, T. L. (2012) · doi:10.4324/9780203118924 · Cited by 690 · see citing works
Race and gender differences in how sense of belonging influences decisions to major in STEM
Rainey, K., Dancy, M., Mickelson, R., Stearns, E., & Moller, S. (2018) · International Journal of STEM Education · doi:10.1186/s40594-018-0115-6 · Cited by 681 · see citing works
Leaving Engineering: A Multi‐Year Single Institution Study
Marra, R. M., Rodgers, K. A., Shen, D., & Bogue, B. (2012) · Journal of Engineering Education · doi:10.1002/j.2168-9830.2012.tb00039.x · Cited by 548 · see citing works
Dougherty, D. (2012) · Innovations Technology Governance Globalization · doi:10.1162/inov_a_00135 · Cited by 532 · see citing works
Marra, R. M., Rodgers, K. A., Shen, D., & Bogue, B. (2009) · Journal of Engineering Education · doi:10.1002/j.2168-9830.2009.tb01003.x · Cited by 503 · see citing works
A Six‐Year Longitudinal Study of Undergraduate Women in Engineering and Science*
Brainard, S. G., & Carlin, L. (1998) · Journal of Engineering Education · doi:10.1002/j.2168-9830.1998.tb00367.x · Cited by 460 · see citing works
Making Through the Lens of Culture and Power: Toward Transformative Visions for Educational Equity
Vossoughi, S., Hooper, P. K., & Escudé, M. (2016) · Harvard Educational Review · doi:10.17763/0017-8055.86.2.206 · Cited by 441 · see citing works
Applications of Self-Efficacy Theory to Understanding Career Choice Behavior
Betz, N. E., & Hackett, G. (1986) · Journal of Social and Clinical Psychology · doi:10.1521/jscp.1986.4.3.279 · Cited by 427 · see citing works
Jones, B. D., Paretti, M., Hein, S. F., & Knott, T. (2010) · Journal of Engineering Education · doi:10.1002/j.2168-9830.2010.tb01066.x · Cited by 406 · see citing works
Advances in Engineering Education
(2022) · doi:10.18260/3-1-1153 · Cited by 375 · see citing works
Johnson, D. R. (2012) · Journal of College Student Development · doi:10.1353/csd.2012.0028 · Cited by 319 · see citing works
How Does Identity Shape the Experiences of Women of Color Engineering Students?
Tate, E. D., & Linn, M. C. (2005) · Journal of Science Education and Technology · doi:10.1007/s10956-005-0223-1 · Cited by 263 · see citing works
The relation of self-efficacy and interests: a meta-analysis of 60 samples
Rottinghaus, P. J., Larson, L. M., & Borgen, F. H. (2003) · Journal of Vocational Behavior · doi:10.1016/s0001-8791(02)00039-8 · Cited by 238 · see citing works
Lee, M. J., Collins, J. D., Harwood, S. A., Mendenhall, R. M., & Huntt, M. B. (2020) · International Journal of STEM Education · doi:10.1186/s40594-020-00241-4 · Cited by 170 · see citing works
The Invention Studio: A University Maker Space and Culture.
Forest, C. R., Moore, R. A., Jariwala, A., Fasse, B., Linsey, J., Newstetter, W., Ngo, P., & Quintero, C. (2014) · AEE Journal · Cited by 126 · see citing works
Understanding engineering identity through structural equation modeling
Godwin, A., Potvin, G., Hazari, Z., & Lock, R. M. (2013) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie.2013.6684787 · Cited by 125 · see citing works
A Review of University Maker Spaces
Barrett, T., Pizzico, M., Levy, B., et al. (2015) · ASEE Annual Conference and Exposition · doi:10.18260/p.23442 · Cited by 118 · see citing works
Sheppard, S., Gilmartin, S. K., Chen, H. L., et al. (2010) · Cited by 115 · see citing works
Academic Maker Spaces and Engineering Design
Wilczynski, V. (2015) · ASEE Annual Conference and Exposition · doi:10.18260/p.23477 · Cited by 114 · see citing works
Predicting Persistence in Engineering through an Engineering Identity Scale
Patrick, A., Borrego, M. J., & Prybutok, A. N. (2018) · Texas Digital Library (University of Texas) · doi:10.15781/t2zc7sb9j · Cited by 101 · see citing works
Self-citationGendered STEM career choices: Altruistic values, beliefs, and identity
Wegemer, C. M., & Eccles, J. S. (2018) · Journal of Vocational Behavior · doi:10.1016/j.jvb.2018.10.020 · Cited by 98 · see citing works
Lucas, W. A., Cooper, S. Y., Ward, T. J., & Cave, F. D. (2009) · Technovation · doi:10.1016/j.technovation.2009.06.002 · Cited by 97 · see citing works
The Impact of Tangible User Interfaces on Designers' Spatial Cognition
Kim, M. J., & Maher, M. L. (2008) · Human-Computer Interaction · doi:10.1080/07370020802016415 · Cited by 92 · see citing works
Cass, C. A. P., Hazari, Z., Cribbs, J., et al. (2011) · 2022 IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie.2011.6142881 · Cited by 90 · see citing works
Making as Learning: Makerspaces in Universities
Wong, A., & Partridge, H. (2016) · Australian Academic & Research Libraries · doi:10.1080/00048623.2016.1228163 · Cited by 89 · see citing works
Investigating the Impacts of Design Heuristics on Idea Initiation and Development
Kramer, J., Daly, S. R., Yılmaz, S., Seifert, C. M., & Gonzalez, R. (2015) · Iowa State University Digital Repository (Iowa State University) · Cited by 79 · see citing works
Lazarides, R., & Lauermann, F. (2019) · Frontiers in Psychology · doi:10.3389/fpsyg.2019.01243 · Cited by 66 · see citing works
NMC Horizon Report: 2015 K-12 Edition
Nmc (2015) · Cited by 64 · see citing works
Ludwig, P. M., Nagel, J. K. S., & Lewis, E. (2017) · International Journal of STEM Education · doi:10.1186/s40594-017-0095-y · Cited by 61 · see citing works
Global Versus Task-Specific Measures of Self-Efficacy
Wang, A. Y., & RiCharde, R. S. (1988) · The Psychological Record · doi:10.1007/bf03395045 · Cited by 49 · see citing works
Surviving and thriving: Voices of Latina/o engineering students at a Hispanic serving institution.
Garriott, P. O., Navarro, R. L., Flores, L. Y., et al. (2019) · Journal of Counseling Psychology · doi:10.1037/cou0000351 · Cited by 48 · see citing works
Banda, R. M., & Flowers, A. M. (2016) · Journal of Hispanic Higher Education · doi:10.1177/1538192716662966 · Cited by 43 · see citing works
Professional Aspects of Engineering: Improving Prediction of Undergraduates’ Engineering Identity
Choe, N. H., Martins, L. L., Borrego, M. J., & Kendall, M. (2019) · Journal of Professional Issues in Engineering Education and Practice · doi:10.1061/(asce)ei.1943-5541.0000413 · Cited by 38 · see citing works
Self-citationGender differences in freshman engineering students' identification with engineering
Pierrakos, O., Beam, T. K., Watson, H., et al. (2010) · 2022 IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie.2010.5673666 · Cited by 26 · see citing works
Qu, J., Gilmartin, S. K., Sheppard, S., et al. (2015) · The Journal of Engineering Entrepreneurship · doi:10.7814/jeenv6n2p1 · Cited by 23 · see citing works
Andrews, M., Patrick, A., & Borrego, M. J. (2021) · International Journal of STEM Education · doi:10.1186/s40594-020-00269-6 · Cited by 23 · see citing works
Self-citationClassroom Belonging and Student Performance in the Introductory Engineering Classroom
Schar, M., Pink, S. L., Powers, K., Piedra, A., Torres, S., Chew, K. J., & Sheppard, S. (2018) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--28034 · Cited by 20 · see citing works
Wilczynski, V., Zinter, J. P., & Wilen, L. A. (2016) · ASEE Annual Conference & Exposition · doi:10.18260/p.27351 · Cited by 17 · see citing works
Longo, A., Yoder, B. L., Guerra, R. C., et al. (2018) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--29061 · Cited by 15 · see citing works
Qu, J., Gilmartin, S. K., Sheppard, S., et al. (2020) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--20186 · Cited by 13 · see citing works
A Measure of Affect toward Key Elements of Engineering Professional Practice
Patrick, A., Choe, N. H., Martins, L. L., Borrego, M. J., Kendall, M., & Seepersad, C. C. (2018) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--27476 · Cited by 13 · see citing works
Self-citationEngineering Students' Perceptions of Belonging through the Lens of Social Identity
Godbole, A., Miller, B. P., Bothwell, M. K., et al. (2024) · doi:10.18260/1-2--29530 · Cited by 11 · see citing works
Innovation, Design, and Self-Efficacy: The Impact of Makerspaces
Carbonell, R., Andrews, M., Boklage, A., et al. (2020) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--32965 · Cited by 11 · see citing works
Self-citationWomen and Minorities in Engineering: A Review of the Literature.
Mamaril, N. A., & Royal, K. D. (2008) · Cited by 8 · see citing works
Roldan, W., Hui, J. S., & Gerber, E. M. (2018) · International Journal of Engineering Education · Cited by 8 · see citing works
Learning from Toy Makers in the Field to Inform Teaching Engineering Design in the Classroom
Foster, C., Dickens, M., Jordan, S. S., et al. (2015) · ASEE Annual Conference and Exposition · doi:10.18260/p.24407 · Cited by 7 · see citing works
Makerspace Participation: Which Students Visit, Return, and Why?
Josiam, M., Patrick, A., Andrews, M., et al. (2020) · ASEE Annual Conference & Exposition · doi:10.18260/1-2--33075 · Cited by 7 · see citing works
Self-citation
Flagged first, then by citations
Research works printed but not linked: 7
- Ali, P., Cooke, M., Culpepper, M. L., Forest, C. R., Hartmann, B., Kohn, M., & Wilczynski, V. (2016). The value of campus collaboration for higher education makerspaces International Symposium on Academic Makerspaces. American Society for Engineering Education (2016). Envisioning the future of the maker movement: Summit report. American Society for Engineering Education (2017). Advancing the maker movement: Making and makerspaces at engineering and engineering technology schools and departments and outside the engineering academic maker community.
- Brubaker, E. R., Kohn, M., & Sheppard, S. (2019). Comparing outcomes of introductory makerspace courses: The roles of reflection and multi-age communities of practice. International Symposium on Academic Makerspaces, New Haven.
- Dogan, B., Dogan, B., Ulku, E. E., Bas, A., & Erdal, H. (2020). The role of the maker movement in engineering education: Student views on key issues of makerspace environment. International Journal of Engineering Education, 36(4), 1161-1169.
- Hoople, G. D., Mejia, J. A., Hoffoss, D., & Devadoss, S. L. (2020). Makerspaces on the continuum: Examining undergraduate student learning in formal and informal settings. International Journal of Engineering Education, 36(4), 1184-1195.
- Jalal, M., & Anis, H. (2020). The integration of a maker program into engineering design courses. International Journal of Engineering Education, 36(4), 1252- 1270.
- tb01066.x. · DOI
- Vossoughi, S., & Bevan, B. (2014). Making and tinkering: A review of the literature. National Research Council Committee on Out of School Time STEM, Issue.
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Santos, P., El Aadmi, K., Calvera-Isabal, M., & Rodríguez, A. (2025) · International Journal of Technology and Design Education · doi:10.1007/s10798-025-10001-6 · Cited by 15 · see citing works
“Previous studies have indicated that boy students have typically exhibited a better attitude towards STEM than girl students, or that boys are more exposed to maker technologies/activities than girl students (Andrews et al., 2021; Cheryan et al., 2017; Jones et al., 2000).”
- Authors
- Andrews, M. E., Borrego, M., & Boklage, A.
- Affiliations
- The University of Texas at Austin (US)
- Corresponding author
- Borrego, Maura
- Venue
- International Journal of STEM Education
- Published
- 2021-03-31
- Volume
- 8
- Issue
- 1
- ISSN
- 2196-7822 (ISSN-L)
- OpenAlex
- W3165385571
- Cited by
- 97
- References
- 62
- Citations by year
- 2026: 18 · 2025: 17 · 2024: 35 · 2023: 11 · 2022: 10 · 2021: 6
- FWCI
- 101.97
- 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)
- Topics
- Physical Sciences › Engineering › Architecture › Engineering Education and Pedagogy
- Social Sciences › Gender Studies › Gender and Technology in Education
- Social Sciences › Safety Research › Career Development and Diversity
- Keywords
- makerspaces, self-efficacy, sense of belonging, engineering education, undergraduate students, innovation self-efficacy, technology self-efficacy, gender gap, racial disparities, STEM equity
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