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Understanding the influence of business innovation context on intentions of enrolment in master education of STEM students: a multi-level choice model

Author

Listed:
  • Ana-Maria Zamfir

    (Training and Labour Market))

  • Adriana AnaMaria Davidescu

    (Training and Labour Market)
    Bucharest University of Economic Studies)

  • Cristina Mocanu

    (Training and Labour Market))

Abstract

This article studies educational decisions, focusing on intentions of enrolment in master’s education of STEM bachelor students. Integrating human capital theory with concepts of cultural and social capital, we propose a two-level model for the choice of pursuing master’s degrees. First level (individual) includes factors covering individual habitus and organisational habitus (higher education institutions of bachelor students), while the second level (local) reflects the local business innovation environment. The proposed model was empirically tested on data collected from a sample of STEM and non-STEM bachelor students enroled in 10 public universities located in Romania. The results show that STEM students display a higher propensity to enrol in master's education, and the gap between STEM and non-STEM majors varies across regions. We find that educational decisions related to master’s degrees are shaped by local circumstances reflecting the business innovation intensity as more innovative business contexts are less conducive for enrolment of students in master programmes. In addition, the findings of the study show that local circumstances are not independent of the field of study when shaping students’ educational choices, highlighting the complex way in which individual and local levels factors interplay and shape educational decisions. STEM students’ propensity to enrol in master’s degrees is more influenced by the innovative business environment than other students. This study has implications for higher education policy and practice aiming to support longer educational careers in STEM.

Suggested Citation

  • Ana-Maria Zamfir & Adriana AnaMaria Davidescu & Cristina Mocanu, 2024. "Understanding the influence of business innovation context on intentions of enrolment in master education of STEM students: a multi-level choice model," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
  • Handle: RePEc:pal:palcom:v:11:y:2024:i:1:d:10.1057_s41599-024-03601-5
    DOI: 10.1057/s41599-024-03601-5
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    References listed on IDEAS

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    1. Ana-Maria Zamfir & Cristina Mocanu & Adriana AnaMaria Davidescu, 2021. "What Encourages Longer Educational Careers in Tertiary Education? A Three-Level Approach for the Case of Romanian Universities," IJERPH, MDPI, vol. 18(23), pages 1-25, December.
    2. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    3. Congbin Guo & Xiaowei Hao & Jiaqi Wu & Tizhen Hu, 2023. "The effect of national higher education initiatives on university rankings," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-9, December.
    4. Weiler, William C., 1994. "Expectations, undergraduate debt and the decision to attend graduate school: a simultaneous model of student choice," Economics of Education Review, Elsevier, vol. 13(1), pages 29-41, March.
    5. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    6. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    7. Assar Lindbeck & Dennis J. Snower, 2001. "Insiders versus Outsiders," Journal of Economic Perspectives, American Economic Association, vol. 15(1), pages 165-188, Winter.
    8. Ashenfelter, Orley & Ham, John, 1979. "Education, Unemployment, and Earnings," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 99-116, October.
    9. Gary S. Becker, 1962. "Investment in Human Capital: A Theoretical Analysis," NBER Chapters, in: Investment in Human Beings, pages 9-49, National Bureau of Economic Research, Inc.
    10. Laura W. Perna, 2004. "Understanding the Decision to Enroll in Graduate School: Sex and Racial/Ethnic Group Differences," The Journal of Higher Education, Taylor & Francis Journals, vol. 75(5), pages 487-527, September.
    11. Schapiro, Morton Owen & O'Malley, Michael P. & Litten, Larry H., 1991. "Progression to graduate school from the "Elite" colleges and universities," Economics of Education Review, Elsevier, vol. 10(3), pages 227-244, September.
    12. Kodde, David A, 1986. "Uncertainty and the Demand for Education," The Review of Economics and Statistics, MIT Press, vol. 68(3), pages 460-467, August.
    13. repec:pri:indrel:dsp01fb494841t is not listed on IDEAS
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