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The deeper roots of human capital formation and economic development in Southeast Asia, 1900–2000

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  • de Pleijt, Alexandra M.
  • Frankema, Ewout

Abstract

Since 1970, Southeast Asia’s per capita GDP grew seven-fold and headcount poverty rates declined from ca. 70 to 5%. This paper explores the 20th century schooling revolution as one of the deeper roots of this major leap in human prosperity. Using micro-data on the educational attainment and migration status of ca. 123 million individuals, subdivided across 277 provinces in eight Southeast Asian countries, we establish a strong and significant relationship between early educational attainment and sub-national economic development at the start of the 21st century. Using a wide range of historical and geographic controls, we find that higher education shares are more strongly associated with regional development outcomes than mass education. We also find a strong and robust contribution of inter-regional and international migration to human capital accumulation and long-term development.

Suggested Citation

  • de Pleijt, Alexandra M. & Frankema, Ewout, 2025. "The deeper roots of human capital formation and economic development in Southeast Asia, 1900–2000," Journal of Development Economics, Elsevier, vol. 176(C).
  • Handle: RePEc:eee:deveco:v:176:y:2025:i:c:s0304387825000574
    DOI: 10.1016/j.jdeveco.2025.103506
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    as
    1. Alwyn Young, 2013. "Inequality, the Urban-Rural Gap, and Migration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1727-1785.
    2. Mokyr, Joel, 2005. "Long-Term Economic Growth and the History of Technology," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 17, pages 1113-1180, Elsevier.
    3. Melissa Dell & Benjamin A Olken, 2020. "The Development Effects of the Extractive Colonial Economy: The Dutch Cultivation System in Java," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(1), pages 164-203.
    4. 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.
    5. Marks, Daan, 2010. "Unity or diversity? On the integration and efficiency of rice markets in Indonesia, c. 1920-2006," Explorations in Economic History, Elsevier, vol. 47(3), pages 310-324, July.
    6. 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.
    7. Morgan Kelly & Joel Mokyr & Cormac Ó Gráda, 2023. "The Mechanics of the Industrial Revolution," Journal of Political Economy, University of Chicago Press, vol. 131(1), pages 59-94.
    8. Michiel De Haas & Ewout Frankema, 2018. "Gender, ethnicity, and unequal opportunity in colonial Uganda: European influences, African realities, and the pitfalls of parish register data," Economic History Review, Economic History Society, vol. 71(3), pages 965-994, August.
    9. Sascha O. Becker & Erik Hornung & Ludger Woessmann, 2011. "Education and Catch-Up in the Industrial Revolution," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(3), pages 92-126, July.
    10. Claude Diebolt & Charlotte Chapelain & Audrey Rose Menard, 2021. "Neither the elite, nor the mass. The rise of intermediate human capital during the French industrialization process," Cliometrica, Springer;Cliometric Society (Association Francaise de Cliométrie), vol. 15(1), pages 167-202, January.
    11. Oded Galor, 2011. "Unified Growth Theory and Comparative Development," Rivista di Politica Economica, SIPI Spa, issue 2, pages 9-21, April-Jun.
    12. Huff, Gregg & Angeles, Luis, 2011. "Globalization, industrialization and urbanization in Pre-World War II Southeast Asia," Explorations in Economic History, Elsevier, vol. 48(1), pages 20-36, January.
    13. Bevan, David & Collier, Paul & Gunning, Jan Willem, 1999. "The Political Economy of Poverty, Equity, and Growth: Nigeria and Indonesia," OUP Catalogue, Oxford University Press, number 9780195209860.
    14. Barro, Robert J. & Lee, Jong-Wha, 2015. "Education Matters: Global Schooling Gains from the 19th to the 21st Century," OUP Catalogue, Oxford University Press, number 9780199379231.
    15. Claude Diebolt & Charlotte Le Chapelain & Audrey Rose Menard, 2021. "Neither the elite, nor the mass. The rise of intermediate human capital during the French industrialization process," Post-Print hal-04033735, HAL.
    16. Elise van Nederveen Meerkerk, 2017. "Challenging the de‐industrialization thesis: gender and indigenous textile production in Java under Dutch colonial rule, c. 1830–1920," Economic History Review, Economic History Society, vol. 70(4), pages 1219-1243, November.
    17. Andersson, Jonatan & Molinder, Jakob, 2025. "Did cities increase skills during industrialization? Evidence from rural-urban migration," Journal of Urban Economics, Elsevier, vol. 148(C).
    18. Lawrence F. Katz & Robert A. Margo, 2014. "Technical Change and the Relative Demand for Skilled Labor: The United States in Historical Perspective," NBER Chapters, in: Human Capital in History: The American Record, pages 15-57, National Bureau of Economic Research, Inc.
    19. Lee, Jong-Wha & Lee, Hanol, 2016. "Human capital in the long run," Journal of Development Economics, Elsevier, vol. 122(C), pages 147-169.
    20. J Vernon Henderson & Tim Squires & Adam Storeygard & David Weil, 2018. "The Global Distribution of Economic Activity: Nature, History, and the Role of Trade1," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 133(1), pages 357-406.
    21. John Mullahy & Edward C. Norton, 2024. "Why Transform Y? The Pitfalls of Transformed Regressions with a Mass at Zero," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(2), pages 417-447, April.
    22. David N. Weil & Oded Galor, 2000. "Population, Technology, and Growth: From Malthusian Stagnation to the Demographic Transition and Beyond," American Economic Review, American Economic Association, vol. 90(4), pages 806-828, September.
    23. 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.
    24. Hoang, Trung X. & Nguyen, Ha, 2023. "Multi-generational effects of school access in a developing country: Evidence from a mass education program in Vietnam," Economics of Education Review, Elsevier, vol. 97(C).
    25. J. Vernon Henderson & Adam Storeygard & David N. Weil, 2012. "Measuring Economic Growth from Outer Space," American Economic Review, American Economic Association, vol. 102(2), pages 994-1028, April.
    26. Huff, Gregg & Caggiano, Giovanni, 2007. "Globalization, Immigration, and Lewisian Elastic Labor in Pre–World War II Southeast Asia," The Journal of Economic History, Cambridge University Press, vol. 67(1), pages 33-68, March.
    27. David Henley, 2012. "The Agrarian Roots of Industrial Growth: Rural Development in South‐East Asia and sub‐Saharan Africa," Development Policy Review, Overseas Development Institute, vol. 30, pages 25-47, February.
    28. Laitin, David D. & Ramachandran, Rajesh, 2022. "Linguistic diversity, official language choice and human capital," Journal of Development Economics, Elsevier, vol. 156(C).
    29. Damien de Walque, 2005. "Selective Mortality During the Khmer Rouge Period in Cambodia," Population and Development Review, The Population Council, Inc., vol. 31(2), pages 351-368, June.
    30. Benhabib, Jess & Spiegel, Mark M., 2005. "Human Capital and Technology Diffusion," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 13, pages 935-966, Elsevier.
    31. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 693-732.
    32. Jiafeng Chen & Jonathan Roth, 2024. "Logs with Zeros? Some Problems and Solutions," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 891-936.
    33. Oded Galor, 2011. "Unified Growth Theory," Economics Books, Princeton University Press, edition 1, number 9477.
    34. Joerg Baten & Michiel de Haas & Elisabeth Kempter & Felix Meier zu Selhausen, 2021. "Educational Gender Inequality in Sub‐Saharan Africa: A Long‐Term Perspective," Population and Development Review, The Population Council, Inc., vol. 47(3), pages 813-849, September.
    35. Ewout Frankema & Marlous van Waijenburg, 2023. "What about the race between education and technology in the Global South? Comparing skill premiums in colonial Africa and Asia," Economic History Review, Economic History Society, vol. 76(3), pages 941-978, August.
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    1. Francesco Cinnirella & Elona Harka, 2025. "From Chalkboards to Steam Engines: Early Adoption of Compulsory Schooling, Innovation, and Industrialization," CESifo Working Paper Series 12043, CESifo.

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    Keywords

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    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O10 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - General
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East
    • N00 - Economic History - - General - - - General

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