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Human capital and economic growth across regions: a case study in Indonesia

Author

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  • Yoga Affandi

    (Bank Indonesia)

  • Donni Fajar Anugrah

    (Bank Indonesia)

  • Pakasa Bary

    (Bank Indonesia)

Abstract

This paper investigates the role of human capital on economic growth in both a quantitative context as well as a qualitative one. The empirical assessment focuses on a subnational Indonesian dataset with wide spatial diversity by using two different approaches: (1) production function estimates using panel data and (2) conditional convergence equation estimates of cross-sectional observations, with national examination results used as a proxy of education quality. The study’s results suggest that human capital is a main driver for economic growth. This conclusion explains major variations in medium-term economic growth across subnational units and also underscores the importance of investing in human capital. The empirical estimates indicate the followings: (1) elasticity of human capital to economic growth varies across regions, which may be related to the share of the manufacturing sector, and (2) quantitative measures of human capital (e.g., years of schooling) are important for economic growth. However, cognitive skills are a more significant factor because they are derived from the quality of human capital investment. Therefore, while we suggest that school enrollment is important, high-quality educational infrastructure and a curriculum that focuses on enhancing cognitive skills are key to ensuring higher economic growth.

Suggested Citation

  • Yoga Affandi & Donni Fajar Anugrah & Pakasa Bary, 2019. "Human capital and economic growth across regions: a case study in Indonesia," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 9(3), pages 331-347, September.
    • Handle: RePEc:spr:eurase:v:9:y:2019:i:3:d:10.1007_s40822-018-0114-4
    DOI: 10.1007/s40822-018-0114-4
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    1. Eric Hanushek & Ludger Woessmann, 2012. "Do better schools lead to more growth? Cognitive skills, economic outcomes, and causation," Journal of Economic Growth, Springer, vol. 17(4), pages 267-321, December.
    2. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 4, number 4, June.
    3. Peter Dolton & Oscar D. Marcenaro-Gutierrez, 2011. "If you pay peanuts do you get monkeys? A cross-country analysis of teacher pay and pupil performance [Discrimination in the market for public school teachers]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 26(65), pages 5-55.
    4. Hanushek, Eric A. & Woessmann, Ludger, 2011. "The Economics of International Differences in Educational Achievement," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 2, pages 89-200, Elsevier.
    5. Antonio Ciccone & Elias Papaioannou, 2009. "Human Capital, the Structure of Production, and Growth," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 66-82, February.
    6. Joppe de Ree & Karthik Muralidharan & Menno Pradhan & Halsey Rogers, 2015. "Double for Nothing? Experimental Evidence on the Impact of an Unconditional Teacher Salary Increase on Student Performance in Indonesia," NBER Working Papers 21806, National Bureau of Economic Research, Inc.
    7. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 407-443.
    8. 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.
    9. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    10. Stephen M. Miller & Mukti P. Upadhyay, 2002. "Total Factor Productivity, Human Capital and Outward Orientation: Differences by Stage of Ddevelopment and Geographic Regions," Working papers 2002-33, University of Connecticut, Department of Economics.
    11. Hanushek, Eric A., 2013. "Economic growth in developing countries: The role of human capital," Economics of Education Review, Elsevier, vol. 37(C), pages 204-212.
    12. Zhang, Chuanguo & Zhuang, Lihuan, 2011. "The composition of human capital and economic growth: Evidence from China using dynamic panel data analysis," China Economic Review, Elsevier, vol. 22(1), pages 165-171, March.
    13. Barry Eichengreen & Donghyun Park & Kwanho Shin, 2013. "Growth Slowdowns Redux: New Evidence on the Middle-Income Trap," NBER Working Papers 18673, National Bureau of Economic Research, Inc.
    14. Gemmell, Norman, 1996. "Evaluating the Impacts of Human Capital Stocks and Accumulation on Economic Growth: Some New Evidence," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 58(1), pages 9-28, February.
    15. Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), 2011. "Handbook of the Economics of Education," Handbook of the Economics of Education, Elsevier, edition 1, volume 3, number 3, June.
    16. Su, Yaqin & Liu, Zhiqiang, 2016. "The impact of foreign direct investment and human capital on economic growth: Evidence from Chinese cities," China Economic Review, Elsevier, vol. 37(C), pages 97-109.
    17. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    5. Trinugroho, Irwan & Pamungkas, Putra & Wiwoho, Jamal & Damayanti, Sylviana Maya & Pramono, Teddie, 2022. "Adoption of digital technologies for micro and small business in Indonesia," Finance Research Letters, Elsevier, vol. 45(C).
    6. Mohd Arshad Ansari & Muhammed Ashiq Villanthenkodath & Vaseem Akram & Badri Narayan Rath, 2023. "The nexus between ecological footprint, economic growth, and energy poverty in sub-Saharan Africa: a technological threshold approach," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(8), pages 7823-7850, August.

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