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Exploring Concurrent Relationships between Economic Factors and Student Mobility in Expanding Higher Education Achieving 2030

Author

Listed:
  • Yu-Hsin Lo

    (Department of Finance and Banking, Shih Chien University, Taipei City 104336, Taiwan)

  • Dian-Fu Chang

    (Department of Education and Futures Design, Tamkang University, New Taipei City 251301, Taiwan)

  • Angel Chang

    (Institutional Effectiveness and Strategic Analytics, San José State University, San José, CA 95192, USA)

Abstract

Student mobility is one of the most important indicators to reflect institutional internationalization in a sustainable higher education system. Student mobility issues have been addressed in previous studies, and the phenomenon was discussed in association with related factors persistently. Since higher education sustainable development has received much scholarly attention, monitoring student mobility flows to adjust international strategies is necessary. This study explored practical approaches to detect student mobility flows in the process of higher education expansion. Targeting Taiwan’s higher education system as an example, we addressed the topic of system expansion and the core issues of student mobility. Target series data were collected from 1950 to 2021, including the economic growth ratio, GDP per capita, higher education enrollment, gross enrollment ratio (GER), and the number of inbound and outbound students. The data were transformed with index formats, for example, the economic growth ratio, enrollment increasing ratio (IR), and net flow ratio. The cross-correlation function (CCF) and autoregressive integrated moving average (ARIMA) were used to determine the correlations of the series data and their future trends. The findings suggested that the system expansion, with GER and IR, might reflect fluctuated student mobility in economic growth. This study confirmed that the time series approaches work well in detecting the phenomena of higher education expansion and their effects on student mobility flow in the future.

Suggested Citation

  • Yu-Hsin Lo & Dian-Fu Chang & Angel Chang, 2022. "Exploring Concurrent Relationships between Economic Factors and Student Mobility in Expanding Higher Education Achieving 2030," Sustainability, MDPI, vol. 14(21), pages 1-22, November.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:21:p:14612-:d:965380
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    1. Hiep-Hung Pham & Thi-Kieu-Trang Dong & Quan-Hoang Vuong & Dinh-Hai Luong & Tien-Trung Nguyen & Viet-Hung Dinh & Manh-Tung Ho, 2021. "A bibliometric review of research on international student mobilities in Asia with Scopus dataset between 1984 and 2019," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(6), pages 5201-5224, June.
    2. Trow, Martin, 1996. "Trust, Markets and Accountability in Higher Education: A Comparative Perspective," University of California at Berkeley, Center for Studies in Higher Education qt6q21h265, Center for Studies in Higher Education, UC Berkeley.
    3. Teichler, Ulrich, 2015. "Academic Mobility and Migration: What We Know and What We Do Not Know," European Review, Cambridge University Press, vol. 23(S1), pages 6-37, May.
    4. Norka Blanco-Portela & Luis R-Pertierra & Javier Benayas & Rodrigo Lozano, 2018. "Sustainability Leaders’ Perceptions on the Drivers for and the Barriers to the Integration of Sustainability in Latin American Higher Education Institutions," Sustainability, MDPI, vol. 10(8), pages 1-16, August.
    5. Simon Marginson, 2016. "High Participation Systems of Higher Education," The Journal of Higher Education, Taylor & Francis Journals, vol. 87(2), pages 243-271, March.
    6. Joseph Crawford & Javier Cifuentes-Faura, 2022. "Sustainability in Higher Education during the COVID-19 Pandemic: A Systematic Review," Sustainability, MDPI, vol. 14(3), pages 1-11, February.
    7. Yang, Lijun, 2018. "Higher education expansion and post-college unemployment: Understanding the roles of fields of study in China," International Journal of Educational Development, Elsevier, vol. 62(C), pages 62-74.
    8. Nazifa Abd Ghani & Poh-Chuin Teo & Theresa C.F. Ho & Ling Suan Choo & Beni Widarman Yus Kelana & Sabrinah Adam & Mohd Khairuddin Ramliy, 2022. "Bibliometric Analysis of Global Research Trends on Higher Education Internationalization Using Scopus Database: Towards Sustainability of Higher Education Institutions," Sustainability, MDPI, vol. 14(14), pages 1-15, July.
    9. Theodore W. Schultz, 1960. "Capital Formation by Education," Journal of Political Economy, University of Chicago Press, vol. 68(6), pages 571-571.
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    Cited by:

    1. Xianbo Li, 2022. "Sequence Model and Prediction for Sustainable Enrollments in Chinese Universities," Sustainability, MDPI, vol. 15(1), pages 1-25, December.

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