Case report

Motivated and confident: A comparison of undergraduate engineering and non-engineering STEM students in Indonesia


  • Published: 03 September 2026
  • This paper explores the motivations and optimism of undergraduate students enrolled in engineering and non-engineering science, technology, engineering, and mathematics (STEM) programs in Indonesia. Using quantitative analysis of data collected via an online survey distributed through social media platforms, the study finds that engineering students reported higher levels of confidence than non-engineering STEM students, while females more frequently reported career-related motivations. In contrast, non-engineering STEM students exhibited more varied motivational profiles, with male students showing stronger intrinsic value and female students reporting stronger utility and attainment value. Notably, engineering students of both genders expressed strong confidence in their future, while in the case of non-engineering STEM students, female participants reported greater confidence than their male peers, which may reflect an association between external factors and optimism. Understanding the aspirations of students and the factors that affect their confidence is essential for sustaining student engagement and progressing inclusive STEM education strategies that benefit the development of Indonesia.

    Citation: Syifa Asatyas, Kate Wilson, Zlatko Jovanoski. Motivated and confident: A comparison of undergraduate engineering and non-engineering STEM students in Indonesia[J]. STEM Education, 2026, 6(5): 952-973. doi: 10.3934/steme.2026038

    Related Papers:

  • This paper explores the motivations and optimism of undergraduate students enrolled in engineering and non-engineering science, technology, engineering, and mathematics (STEM) programs in Indonesia. Using quantitative analysis of data collected via an online survey distributed through social media platforms, the study finds that engineering students reported higher levels of confidence than non-engineering STEM students, while females more frequently reported career-related motivations. In contrast, non-engineering STEM students exhibited more varied motivational profiles, with male students showing stronger intrinsic value and female students reporting stronger utility and attainment value. Notably, engineering students of both genders expressed strong confidence in their future, while in the case of non-engineering STEM students, female participants reported greater confidence than their male peers, which may reflect an association between external factors and optimism. Understanding the aspirations of students and the factors that affect their confidence is essential for sustaining student engagement and progressing inclusive STEM education strategies that benefit the development of Indonesia.



    加载中


    [1] Asmara, A., Moses, K.M., Wardhana, A.S.J. and Irnanda, A.D., A Five-Year Trajectory of STEM Education Research in Indonesia: A Systematic Literature Review. In the 6th International Conference of Ice-Elinvo 2023: Digital Solutions for Sustainable and Green Development, AIP Conference Proceedings, 2025, 3281(1). https://doi.org/10.1063/5.0267530
    [2] Hazrat, M.A., Hassan, N.M.S., Chowdhury, A.A., Rasul, M.G. and Taylor, B.A., Developing a Skilled Workforce for Future Industry Demand: The Potential of Digital Twin-Based Teaching and Learning Practices in Engineering Education. Sustainability, 2023, 15(23): 16433. https://doi.org/10.3390/su152316433 doi: 10.3390/su152316433
    [3] Dart, S., Cunningham, S., Leydon, E., Woolston, B., Shirmohammadi, M., Long, S., et al., Why Students study STEM: Disciplinary and gender motivations. In 34th Australasian Association for Engineering Education Annual Conference Proceeding, 2023.
    [4] Han, J. and Wang, Y., A Systematic Review of Graduate Students' Research Motivation: Themes, Theories, and Methodologies. Educational Psychology Review, 2024, 36(3): 87. https://doi.org/10.1007/s10648-024-09924-8 doi: 10.1007/s10648-024-09924-8
    [5] Schunk, D., Meece, J. and Pintrich, P., Motivation in Education: Theory, Research, and Applications, 4th ed. Pearson, 2014.
    [6] Nikolic, S., Ros, M. and Hastie, D.B., Teaching programming in common first year engineering: discipline insights applying a flipped learning problem-solving approach. Australasian Journal of Engineering Education, 2018, 23(1): 3–14. https://doi.org/10.1080/22054952.2018.1507243 doi: 10.1080/22054952.2018.1507243
    [7] Urhahne, D. and Wijnia, L., Theories of Motivation in Education: an Integrative Framework. Educational Psychology Review, 2023, 35(2): 45. https://doi.org/10.1007/s10648-023-09767-9 doi: 10.1007/s10648-023-09767-9
    [8] Wigfield, A. and Eccles, J.S., Expectancy-value theory of achievement motivation. Contemporary Educational Psychology, 2000, 25(1): 68‒81. https://doi.org/10.1006/ceps.1999.1015 doi: 10.1006/ceps.1999.1015
    [9] Zucker, T., Montroy, J., Master A., Assel, M., McCallum, C. and Yeomans-Maldonado, G., Expectancy-value theory & preschool parental involvement in informal STEM learning. Journal of Applied Developmental Psychology, 2021, 76: 101320. https://doi.org/10.1016/j.appdev.2021.101320 doi: 10.1016/j.appdev.2021.101320
    [10] Mammadov, S. and Tozoglu, D., Autonomy support, personality, and mindset in predicting academic performance among early adolescents: The mediating role of self-determined motivation. Psychology in the Schools, 2023, 60(10): 3754–3769. https://doi.org/10.1002/pits.22966 doi: 10.1002/pits.22966
    [11] Prieto, E. and Holbrook, A., Why we should capitalise on early childhood interest in engineering: changes in students' interest over the school years. Australasian Journal of Engineering Education, 2021, 26(2): 155–166. https://doi.org/10.1080/22054952.2021.1928867 doi: 10.1080/22054952.2021.1928867
    [12] Chen, Y., Chiu, S.W.K., Zhu, J. and So, W.W.M., Maintaining secondary school students' STEM career aspirations: the role of perceived parental expectations, self-efficacy, and cultural capital. International Journal of Science Education, 2022, 44(3): 434–462. https://doi.org/10.1080/09500693.2022.2032463 doi: 10.1080/09500693.2022.2032463
    [13] Franklin, M., Brewe, E. and Ponnock, A.R., Examining reasons undergraduate women join physics. Physical Review Physics Education Research, 2023, 19(1): 010110. https://doi.org/10.1103/PhysRevPhysEducRes.19.010110 doi: 10.1103/PhysRevPhysEducRes.19.010110
    [14] Veza, I., Farid, M., Said, M., Widodo, T., Riyadi, B., Abbas, M., et al., Issues in the Science and Engineering Education in Indonesia: How to Improve Competitiveness Through STEM Mastery. International Journal of Advanced Research in Future Ready Learning and Education, 2021, 24(1): 1–6.
    [15] Simarro, C. and Couso, D., Engineering practices as a framework for STEM education: a proposal based on epistemic nuances. International Journal of STEM Education, 2021, 8(1): 53. https://doi.org/10.1186/s40594-021-00310-2 doi: 10.1186/s40594-021-00310-2
    [16] Hunter, A., Why undergraduates leave STEM majors: Changes over the last two decades. In Talking about Leaving Revisited Persistence, Relocation, and Loss in Undergraduate STEM Education, 2019, 87–114. Springer. https://doi.org/10.1007/978-3-030-25304-2
    [17] Shin, S., Rachmatullah, A., Roshayanti, F., Ha, M. and Lee, J.K., Career motivation of secondary students in STEM: a cross-cultural study between Korea and Indonesia, International Journal for Educational and Vocational Guidance, 2018, 18(2): 203–231. https://doi.org/10.1007/s10775-017-9355-0 doi: 10.1007/s10775-017-9355-0
    [18] Lloyd, A., Gore, J., Holmes, K., Smith, M. and Fray, L., Parental Influences on Those Seeking a Career in STEM: The Primacy of Gender, 2018. Available from: http://genderandset.open.ac.uk
    [19] Bloodhart, B., Balgopal, M.M., Casper, A.M.A., McMeeking, L.B.S. and Fischer, E.V., Outperforming yet undervalued: Undergraduate women in STEM. PLoS One, 2020, 15(6): e0234685. https://doi.org/10.1371/journal.pone.0234685 doi: 10.1371/journal.pone.0234685
    [20] Steele, W. and Rickards, L., The Sustainable Development Goals in Higher Education: A Transformative Agenda? Springer Nature Switzerland AG, 2021. https://doi.org/10.1007/978-3-030-73575-3
    [21] Asatyas, S., Wilson, K. and Jovanoski, Z., Studying Engineering in Indonesia: Challenges and Supports. In 36th Australasian Association for Engineering Education Annual Conference Proceeding, 2025,108‒116. Brisbane, QLD: Engineers Australia. Available from: https://aaee2025.org/microsite/pdf/full-paper_43.pdf
    [22] Faisal and Martin, S.N., Science education in Indonesia: Past, present, and future. Asia-Pacific Science Education, 2019, 5(1): 1–29. https://doi.org/10.1186/s41029-019-0032-0 doi: 10.1186/s41029-019-0032-0
    [23] Wilson, K.F. and Wilson, K., How do students in different minority groups experience first-year engineering? Australasian Journal of Engineering Education, 2020, 25(1): 66–78. https://doi.org/10.1080/22054952.2020.1796044 doi: 10.1080/22054952.2020.1796044
    [24] de Vaus, D., Surveys in Social Research, 6th ed. Routledge, 2014.
    [25] Kulas, J.T. and Stachowski, A.A., Middle category endorsement in odd-numbered Likert response scales: Associated item characteristics, cognitive demands, and preferred meanings. Journal of Research in Personality, 2009, 43(3): 489‒493. https://doi.org/10.1016/j.jrp.2008.12.005 doi: 10.1016/j.jrp.2008.12.005
    [26] Chyung, S.Y.Y., Roberts, K., Swanson, I. and Hankinson, A., Evidence-Based Survey Design: The Use of a Midpoint on the Likert Scale. Performance Improvement, 2017, 56(10): 15‒23. https://doi.org/10.1002/pfi.21727 doi: 10.1002/pfi.21727
    [27] Chen, Y., Johri, A. and Rangwala, H., Running out of STEM: a comparative study across stem majors of college students at-risk of dropping out early. In LAK'18: International Conference on Learning Analytics and Knowledge, 2018,270–279. https://doi.org/10.1145/3170358.3170410
    [28] Jiang, Z., Tang, X., Tan, L., Su, R. and Wei, B., STEM identity and STEM career intention: a meta-analysis. International Journal of STEM Education, 2025, 12(1): 57. https://doi.org/10.1186/s40594-025-00578-8 doi: 10.1186/s40594-025-00578-8
    [29] Thiry, H. and Weston, T.J., Choosing STEM Majors. In Talking about Leaving Revisited Persistence, Relocation, and Loss in Undergraduate STEM Education, 2019,115–136. https://doi.org/10.1007/978-3-030-25304-2
    [30] Teo, T.W., STEM Education Landscape: The Case of Singapore. In Journal of Physics: Conference Series, 2019, 1340(1): 012002. https://doi.org/10.1088/1742-6596/1340/1/012002
    [31] Gossen, D., It Says STEM so it must Work for Everyone: Experiences, Beliefs, and Career Choices across the STEM Disciplines. International Journal of Education in Mathematics, Science and Technology, 2024, 12(3): 660–681. https://doi.org/10.46328/ijemst.3450 doi: 10.46328/ijemst.3450
    [32] World Bank Group Gender Data Portal, Share of graduates by field, female. Available from: https://genderdata.worldbank.org/en/indicator/se-ter-grad-fe-zs?fieldOfStudy = Engineering%2C+manufacturing+and+construction
    [33] Sya'bandari, Y., Aini, R.Q., Rusamana, A.N. and Ha, M., Indonesian students' STEM career motivation: A study focused on gender and academic level. In Journal of Physics: Conference Series, 2021, 1957(1): 012029. https://doi.org/10.1088/1742-6596/1957/1/012029
    [34] Herliani, E. and Karyana, S., Perception and Motivation of Female and Male Students Toward STEM in Indonesia. SEAQIS Journal of Science Education, 2021, 1(1): 18–26.
    [35] Zając, T., Magda, I., Bożykowski, M., Chłoń-Domińczak, A. and Jasiński, M., Gender pay gaps across STEM fields of study. Studies in Higher Education, 2025, 50(1): 126–139. https://doi.org/10.1080/03075079.2024.2330667 doi: 10.1080/03075079.2024.2330667
    [36] Vaezghasemi, M., Öhman, A., Ng, N., Hakimi, M. and Eriksson, M., Concerned and conscious, but defenseless - the intersection of gender and generation in child malnutrition in Indonesia: a qualitative grounded theory study. Global Health Action, 2020, 13(1): 1744214. https://doi.org/10.1080/16549716.2020.1744214 doi: 10.1080/16549716.2020.1744214
    [37] Johnston, O., Wildy, H. and Shand, J., "Believe in me, and I will too": a study of how teachers' expectations instilled confidence in Grade 10 students. Social Psychology of Education, 2021, 24(6): 1535–1556. https://doi.org/10.1007/s11218-021-09668-1 doi: 10.1007/s11218-021-09668-1
    [38] Stefanov, S. and Stefanov, T., Restoring the prestige of engineering education through an engineering-led digital transformation of economic science. In IEEE Global Engineering Education Conference, 2023, 1‒10. https://doi.org/10.1109/EDUCON54358.2023.10125111
    [39] Purnamasari, R., Weinnman-Sandig, N., Setia, R. and Town, S., A Qualitative Study of Constraints Underlying Women's Labor Force Participation in Indonesia: The Case of Java, World Bank, Washington, DC, 2020.
    [40] Zhou, Y. and Shirazi, S., Factors Influencing Young People's STEM Career Aspirations and Career Choices: A Systematic Literature Review. International Journal of Science and Mathematics Education, 2025, 23(7): 2895‒2918. https://doi.org/10.1007/s10763-025-10552-z doi: 10.1007/s10763-025-10552-z
    [41] Azmi, I.A.G., Ismail, S.H.S. and Basir, S.A., Women Career Advancement in Public Service: A Study in Indonesia. Procedia - Social and Behavioral Sciences, 2012, 58: 298–306. https://doi.org/10.1016/j.sbspro.2012.09.1004 doi: 10.1016/j.sbspro.2012.09.1004
    [42] Thébaud, S., Masculinity, bargaining, and breadwinning: Understanding men's housework in the cultural context of paid work. Gender and Society, 2010, 24(3): 330–354. https://doi.org/10.1177/0891243210369105 doi: 10.1177/0891243210369105
    [43] Contreras-Ortiz, S.H., Del Valle, C.O., Marrugo-Salas, L. and Martínez-Santos, J.C., Expectancy-value, Stereotypes and Gender Role Beliefs in Engineering Students. In Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology, 2024, 2(11). https://doi.org/10.18687/LEIRD2024.1.1.872
    [44] Schmader, T. and Block, K., Why Do Women Care More & Men Couldn't Care Less? Daedalus, 2025,154(1): 82–97. https://doi.org/10.1162/daed_a_02125 doi: 10.1162/daed_a_02125
    [45] Poole, M., Isaacs, D., Caring: A Gendered Concept, 1997.
    [46] Suwandaru, A., Alghamdi, T.and Nurwanto, N., Empirical analysis on public expenditure for education and economic growth: Evidence from Indonesia. Economies, 2021, 9(4): 146. https://doi.org/10.3390/economies9040146 doi: 10.3390/economies9040146
  • Authors' biographies Syifa Asatyas is a Higher Degree Research (HDR) candidate in the School of Engineering and Technology at UNSW Canberra; Kate Wilson is an Associate Professor in the School of Engineering and Technology at UNSW Canberra; Zlatko Jovanoski is a Senior Lecturer in the School of Science at UNSW Canberra
    Reader Comments
  • © 2026 the Author(s), licensee AIMS Press. This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0)
通讯作者: 陈斌, bchen63@163.com
  • 1. 

    沈阳化工大学材料科学与工程学院 沈阳 110142

  1. 本站搜索
  2. 百度学术搜索
  3. 万方数据库搜索
  4. CNKI搜索

Metrics

Article views(301) PDF downloads(37) Cited by(0)

Article outline

Figures and Tables

Figures(5)  /  Tables(4)

Other Articles By Authors

/

DownLoad:  Full-Size Img  PowerPoint
Return
Return

Catalog