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Influence of Human Capital Formation on the Economic Growth in Bangladesh During 1990–2019: an ARDL Approach

Author

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  • Md. Saiful Islam

    (University of Hail)

  • Fakhre Alam

    (University of Hail)

Abstract

This study investigates the influence of human capital formation (HCF) on economic growth in Bangladesh based on an ARDL approach The outlay on health and government education spending each as a fraction of gross domestic product (GDP) is used as a proxy for HCF, while the growth rate of GDP is used to measure economic growth. The Autoregressive Distributed Lag (ARDL) model and the Toda-Yamamoto (T-Y) Granger causality test are applied using time-series yearly data for the period 1990–2019 to accomplish the study. The ARDL estimation reveals that the variables are cointegrated. Expenditure on health influences economic growth rate positively in the long run, but not in the short-run, while government spending on education affects economic growth rate in the long run negatively, and in the short-run positively. The T-Y Granger causality test results reveal two unidirectional causalities: from health outlay to economic growth rate, and from education spending to economic growth rate, and hence, confirm the ARDL estimation results.

Suggested Citation

  • Md. Saiful Islam & Fakhre Alam, 2023. "Influence of Human Capital Formation on the Economic Growth in Bangladesh During 1990–2019: an ARDL Approach," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(3), pages 3010-3027, September.
    • Handle: RePEc:spr:jknowl:v:14:y:2023:i:3:d:10.1007_s13132-022-00998-9
    DOI: 10.1007/s13132-022-00998-9
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    as
    1. 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.
    2. Suri, Tavneet & Boozer, Michael A. & Ranis, Gustav & Stewart, Frances, 2011. "Paths to Success: The Relationship Between Human Development and Economic Growth," World Development, Elsevier, vol. 39(4), pages 506-522, April.
    3. 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.
    4. Gary S. Becker, 1994. "Introduction to the First Edition of Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 11-14, National Bureau of Economic Research, Inc.
    5. M. Hashem Pesaran & Yongcheol Shin & Richard J. Smith, 2001. "Bounds testing approaches to the analysis of level relationships," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(3), pages 289-326.
    6. LI, Hongyi & HUANG, Liang, 2009. "Health, education, and economic growth in China: Empirical findings and implications," China Economic Review, Elsevier, vol. 20(3), pages 374-387, September.
    7. Gary S. Becker, 1975. "Summary and Conclusions, Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition, pages 231-237, National Bureau of Economic Research, Inc.
    8. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, May.
    9. Bloom, David E. & Canning, David & Sevilla, Jaypee, 2004. "The Effect of Health on Economic Growth: A Production Function Approach," World Development, Elsevier, vol. 32(1), pages 1-13, January.
    10. Toda, Hiro Y. & Yamamoto, Taku, 1995. "Statistical inference in vector autoregressions with possibly integrated processes," Journal of Econometrics, Elsevier, vol. 66(1-2), pages 225-250.
    11. Saksena, Shalini & Deb, Moumita, 2016. "Economic Growth and Human Development in Indian States after two decades of Economic Reforms," MPRA Paper 71128, University Library of Munich, Germany, revised 05 Mar 2016.
    12. Gustav Ranis & Frances Stewart, 2005. "Dynamic Links between the Economy and Human Development," Working Papers 8, United Nations, Department of Economics and Social Affairs.
    13. Sin-Yu Ho, 2018. "Analysing the sources of growth in an emerging market economy: the Thailand experience," International Journal of Sustainable Economy, Inderscience Enterprises Ltd, vol. 10(4), pages 340-359.
    14. Georges Nguefack-Tsague & Stephan Klasen & Walter Zucchini, 2011. "On Weighting the Components of the Human Development Index: A Statistical Justification," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 12(2), pages 183-202.
    15. Paresh Kumar Narayan, 2005. "The saving and investment nexus for China: evidence from cointegration tests," Applied Economics, Taylor & Francis Journals, vol. 37(17), pages 1979-1990.
    16. Sushil Kumar Haldar & Girijasankar Mallik, 2010. "Does Human Capital Cause Economic Growth? A Case Study of India," International Journal of Business and Economic Sciences Applied Research (IJBESAR), Democritus University of Thrace (DUTH), Kavala Campus, Greece, vol. 3(1), pages 7-25, July.
    17. Md. Saiful Islam, 2020. "Do education and health influence economic growth and food security? Evidence from Bangladesh," International Journal of Happiness and Development, Inderscience Enterprises Ltd, vol. 6(1), pages 59-75.
    18. Alfred Greiner & Peter Flaschel, 2009. "Economic Policy in a Growth Model with Human Capital, Heterogenous Agents and Unemployment," Computational Economics, Springer;Society for Computational Economics, vol. 33(2), pages 175-192, March.
    19. Gary S. Becker, 1975. "Human Capital: A Theoretical and Empirical Analysis, with Special Reference to Education, Second Edition," NBER Books, National Bureau of Economic Research, Inc, number beck75-1, May.
    20. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
    21. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    22. World Bank, 2018. "The Human Capital Project," World Bank Publications - Reports 30498, The World Bank Group.
    23. Bassanini, Andrea & Scarpetta, Stefano, 2002. "Does human capital matter for growth in OECD countries? A pooled mean-group approach," Economics Letters, Elsevier, vol. 74(3), pages 399-405, February.
    24. Md. Saiful Islam, 2020. "Human Capital and Per Capita Income Linkage in South Asia: A Heterogeneous Dynamic Panel Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(4), pages 1614-1629, December.
    25. Harttgen, Kenneth & Klasen, Stephan, 2012. "A Household-Based Human Development Index," World Development, Elsevier, vol. 40(5), pages 878-899.
    26. Gary S. Becker, 1994. "Introduction to the Second Edition of Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 3-10, National Bureau of Economic Research, Inc.
    27. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    28. Sydney Chikalipah & Daniel Makina, 2019. "Economic growth and human development: Evidence from Zambia," Sustainable Development, John Wiley & Sons, Ltd., vol. 27(6), pages 1023-1033, November.
    29. Md. Saiful Islam, 2020. "Human capital formation and economic growth in South Asia: heterogeneous dynamic panel cointegration," International Journal of Education Economics and Development, Inderscience Enterprises Ltd, vol. 11(4), pages 335-350.
    30. Beauchemin, Kenneth R., 2001. "Growth or stagnation? The role of public education," Journal of Development Economics, Elsevier, vol. 64(2), pages 389-416, April.
    31. Ni, Shawn & Wang, Xinghe, 1994. "Human capital and income taxation in an endogenous growth model," Journal of Macroeconomics, Elsevier, vol. 16(3), pages 493-507.
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