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The Impact of Higher Education on Economic Growth in ASEAN-5 Countries

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  • Paravee Maneejuk

    (Faculty of Economics, Chiang Mai University, Chiang Mai 50200, Thailand
    Center of Excellence in Econometrics, Chiang Mai University, Chiang Mai 50200, Thailand)

  • Woraphon Yamaka

    (Faculty of Economics, Chiang Mai University, Chiang Mai 50200, Thailand
    Center of Excellence in Econometrics, Chiang Mai University, Chiang Mai 50200, Thailand)

Abstract

This study analyzed the nonlinear impacts of education, particularly higher education, on economic growth in the ASEAN-5 countries (i.e., Thailand, Indonesia, Malaysia, Singapore, and the Philippines) over the period 2000–2018. The impacts of education on economic growth are assessed through various education indicators, consisting of public expenditure on tertiary education per student, enrolment rates of primary, secondary, and tertiary levels, educated workforce, and the novel indicator of unemployment rates with advanced education. This study establishes nonlinear regression models—the time-series kink regression and the panel kink regression—to investigate the kink effects of education on the individual country’s economic growth and the ASEAN-5 region, respectively. There are three main findings. Firstly, the nonlinear effects of the government expenditure per tertiary student on economic growth are confirmed for the ASEAN-5 region. However, the impacts do not follow the law of diminishing returns. Secondly, our findings reveal that an increase in unemployment of advanced educated workers can positively or negatively impact economic growth, which requires an appropriate policy to handle the negative impacts. Lastly, secondary and higher education enrollment rates can contribute to the ASEAN-5’s economic growth (both the individual and regional levels). However, the regional analysis reveals that higher education impacts become twice as strong when the enrollment rates are greater than a certain level (a kink point). Therefore, we may conclude that secondary enrollment rates positively affect economic growth; however, higher education is the key to future growth and sustainability.

Suggested Citation

  • Paravee Maneejuk & Woraphon Yamaka, 2021. "The Impact of Higher Education on Economic Growth in ASEAN-5 Countries," Sustainability, MDPI, vol. 13(2), pages 1-28, January.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:2:p:520-:d:476443
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    as
    1. Lin, T. -C., 2003. "Education, technical progress, and economic growth: the case of Taiwan," Economics of Education Review, Elsevier, vol. 22(2), pages 213-220, April.
    2. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    3. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    4. Qunyong Wang, 2015. "Fixed-effect panel threshold model using Stata," Stata Journal, StataCorp LP, vol. 15(1), pages 121-134, March.
    5. Daniel Cohen & Marcelo Soto, 2007. "Growth and human capital: good data, good results," Journal of Economic Growth, Springer, vol. 12(1), pages 51-76, March.
    6. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    7. Laura Marquez-Ramos & Estefanía Mourelle, 2019. "Education and economic growth: an empirical analysis of nonlinearities," Applied Economic Analysis, Emerald Group Publishing Limited, vol. 27(79), pages 21-45, August.
    8. Philippe Aghion & Ufuk Akcigit & Angus Deaton & Alexandra Roulet, 2016. "Creative Destruction and Subjective Well-Being," American Economic Review, American Economic Association, vol. 106(12), pages 3869-3897, December.
    9. Mikael Lindahl & Alan B. Krueger, 2001. "Education for Growth: Why and for Whom?," Journal of Economic Literature, American Economic Association, vol. 39(4), pages 1101-1136, December.
    10. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, March.
    11. Miao, Ke & Li, Kunpeng & Su, Liangjun, 2020. "Panel threshold models with interactive fixed effects," Journal of Econometrics, Elsevier, vol. 219(1), pages 137-170.
    12. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    13. Birchler, Kassandra & Michaelowa, Katharina, 2016. "Making aid work for education in developing countries: An analysis of aid effectiveness for primary education coverage and quality," International Journal of Educational Development, Elsevier, vol. 48(C), pages 37-52.
    14. Duc Hong Vo & Anh The Vo & Chi Minh Ho, 2020. "Does Financial Integration Enhance Economic Growth in China?," Economies, MDPI, vol. 8(3), pages 1-18, August.
    15. Jun Zhang & Li Cheng, 2019. "Threshold Effect of Tourism Development on Economic Growth Following a Disaster Shock: Evidence from the Wenchuan Earthquake, P.R. China," Sustainability, MDPI, vol. 11(2), pages 1-22, January.
    16. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    17. Eric A. Hanushek & Ludger Woessmann, 2011. "How much do educational outcomes matter in OECD countries? [‘Accountability and flexibility in public schools: Evidence from Boston’s charters and pilots’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(67), pages 427-491.
    18. Liping Liao & Minzhe Du & Bing Wang & Yanni Yu, 2019. "The Impact of Educational Investment on Sustainable Economic Growth in Guangdong, China: A Cointegration and Causality Analysis," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    19. Katarina R. I. Keller, 2006. "Investment In Primary, Secondary, And Higher Education And The Effects On Economic Growth," Contemporary Economic Policy, Western Economic Association International, vol. 24(1), pages 18-34, January.
    20. Sylwester, Kevin, 2000. "Income inequality, education expenditures, and growth," Journal of Development Economics, Elsevier, vol. 63(2), pages 379-398, December.
    21. Jacob A. Mincer, 1974. "Age and Experience Profiles of Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 64-82, National Bureau of Economic Research, Inc.
    22. Habibi, Fateh & Zabardast, Mohamad Amjad, 2020. "Digitalization, education and economic growth: A comparative analysis of Middle East and OECD countries," Technology in Society, Elsevier, vol. 63(C).
    23. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    24. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    25. Lawrence Jin & Jang C. Jin, 2014. "Internet Education and Economic Growth: Evidence from Cross-Country Regressions," Economies, MDPI, vol. 2(1), pages 1-17, March.
    26. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    27. Luciano Fanati & Piero Manfredi, 2003. "Population, Unemployment and Economic Growth Cycles: A Further Explanatory Perspective," Metroeconomica, Wiley Blackwell, vol. 54(2‐3), pages 179-207, May.
    28. Ganegodage, K. Renuka & Rambaldi, Alicia N., 2011. "The impact of education investment on Sri Lankan economic growth," Economics of Education Review, Elsevier, vol. 30(6), pages 1491-1502.
    29. Lin, Tin-Chun, 2004. "The role of higher education in economic development: an empirical study of Taiwan case," Journal of Asian Economics, Elsevier, vol. 15(2), pages 355-371, April.
    30. Holger Seebens & Peter Wobst, 2005. "The Impact of Increased School Enrollment on Economic Growth in Tanzania," African Development Review, African Development Bank, vol. 17(2), pages 274-301.
    31. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    32. Nutnaree Maneejuk & Sutthipat Ratchakom & Paravee Maneejuk & Woraphon Yamaka, 2020. "Does the Environmental Kuznets Curve Exist? An International Study," Sustainability, MDPI, vol. 12(21), pages 1-22, November.
    33. Qaisar Abbas, 2001. "Endogenous Growth and Human Capital: A Comparative Study of Pakistan and Sri Lanka," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 40(4), pages 987-1007.
    34. Mounir Belloumi & Atef Alshehry, 2020. "The Impact of International Trade on Sustainable Development in Saudi Arabia," Sustainability, MDPI, vol. 12(13), pages 1-18, July.
    35. Bruce E. Hansen, 2017. "Regression Kink With an Unknown Threshold," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 35(2), pages 228-240, April.
    36. Kwabena Gyimah-Brempong & Oliver Paddison & Workie Mitiku, 2006. "Higher education and economic growth in Africa," Journal of Development Studies, Taylor & Francis Journals, vol. 42(3), pages 509-529.
    37. Jalil, Abdul & Idrees, Muhammad, 2013. "Modeling the impact of education on the economic growth: Evidence from aggregated and disaggregated time series data of Pakistan," Economic Modelling, Elsevier, vol. 31(C), pages 383-388.
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