IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v79y2026icp80-87.html

Education expansion, the Kuznetsian tension, and inequality: The case of Indonesia

Author

Listed:
  • Yusuf, Arief Anshory
  • Siyaranamual, Martin D.
  • Sumner, Andy

Abstract

This paper explores the impact of education expansion on structural transformation and income inequality in Indonesia, contextualized within the Kuznetsian framework of economic development. Using a natural policy experiment from the 1978–1979 extension of the school year, we apply a regression discontinuity design (RDD) to establish the causal relationship between increased education and labour shifts from agriculture to non-agricultural sectors. Additionally, we employ the recentered influence function (RIF) Oaxaca-Blinder decomposition and the Atkinson inequality decomposition to assess how education expansion contributes to both within-sector and between-sector income inequality. Our findings suggest that while education expansion facilitates structural transformation, it also has complex implications for inequality, particularly within modern sectors.

Suggested Citation

  • Yusuf, Arief Anshory & Siyaranamual, Martin D. & Sumner, Andy, 2026. "Education expansion, the Kuznetsian tension, and inequality: The case of Indonesia," Structural Change and Economic Dynamics, Elsevier, vol. 79(C), pages 80-87.
  • Handle: RePEc:eee:streco:v:79:y:2026:i:c:p:80-87
    DOI: 10.1016/j.strueco.2026.04.009
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X2600069X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2026.04.009?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Tommaso Porzio & Federico Rossi & Gabriella Santangelo, 2022. "The Human Side of Structural Transformation," American Economic Review, American Economic Association, vol. 112(8), pages 2774-2814, August.
    2. Masuda, Kazuya & Yudhistira, Muhammad Halley, 2020. "Does education secularize the Islamic population? The effect of years of schooling on religiosity, voting, and pluralism in Indonesia," World Development, Elsevier, vol. 130(C).
    3. Francisco J Buera & Joseph P Kaboski & Richard Rogerson & Juan I Vizcaino, 2022. "Skill-Biased Structural Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(2), pages 592-625.
    4. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    5. Daron Acemoglu & Veronica Guerrieri, 2008. "Capital Deepening and Nonbalanced Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 467-498, June.
    6. Purwono, Rudi & Wardana, Wahyu Wisnu & Haryanto, Tri & Khoerul Mubin, M., 2021. "Poverty dynamics in Indonesia: empirical evidence from three main approaches," World Development Perspectives, Elsevier, vol. 23(C).
    7. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    8. Rasyad A. Parinduri, 2019. "Does education increase political participation? Evidence from Indonesia," Education Economics, Taylor & Francis Journals, vol. 27(6), pages 645-657, November.
    9. Yousef Makhlouf & Christopher Lalley, 2023. "Education Expansion, Income Inequality and Structural Transformation: Evidence From OECD Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 169(1), pages 255-281, September.
    10. Margaret S. McMillan & Dani Rodrik, 2011. "Globalization, Structural Change and Productivity Growth," NBER Working Papers 17143, National Bureau of Economic Research, Inc.
    11. Sergio P. Firpo & Nicole M. Fortin & Thomas Lemieux, 2018. "Decomposing Wage Distributions Using Recentered Influence Function Regressions," Econometrics, MDPI, vol. 6(2), pages 1-40, May.
    12. Francesco Caselli & Wilbur John Coleman II, 2001. "The U.S. Structural Transformation and Regional Convergence: A Reinterpretation," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 584-616, June.
    13. Anand, Sudhir & Kanbur, S. M. R., 1993. "The Kuznets process and the inequality--development relationship," Journal of Development Economics, Elsevier, vol. 40(1), pages 25-52, February.
    14. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    15. Rasyad A. Parinduri, 2017. "Does Education Improve Health? Evidence from Indonesia," Journal of Development Studies, Taylor & Francis Journals, vol. 53(9), pages 1358-1375, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ziyao Huang & Fang Yang, 2024. "Macroeconomic Impacts of College Expansion on Structural Transformation and Energy Economy in China: A Heterogeneous Agent General Equilibrium Approach," Mathematics, MDPI, vol. 12(15), pages 1-31, July.
    2. Porzio, Tommaso & Santangelo, Gabriella, 2017. "Human Capital and Structural Change," University of California at San Diego, Economics Working Paper Series qt1ws4x2fg, Department of Economics, UC San Diego.
    3. Wang, Zheng-Xin & Jv, Yue-Qi, 2023. "Revisiting income inequality among households: New evidence from the Chinese Household Income Project," China Economic Review, Elsevier, vol. 81(C).
    4. Paula Bustos & Juan Manuel Castro Vincenzi & Joan Monras & Jacopo Ponticelli, 2019. "Structural Transformation, Industrial Specialization, and Endogenous Growth," Working Papers wp2019_1906, CEMFI.
    5. Bustos, Paula & Castro-Vincenzi, Juan & Monras, Joan & Ponticelli, Jacopo, 2018. "Industrialization without Innovation," CEPR Discussion Papers 13379, Centre for Economic Policy Research.
    6. Gunes Asik & Ulas Karakoc & Mohamed Ali Marouani & Michelle Marshalian, 2019. "Productivity, structural change and skills dynamics: Evidence from a half century analysis in Tunisia and Turkey," Working Papers 20190001, UMR Développement et Sociétés, Université Paris 1 Panthéon-Sorbonne, Institut de Recherche pour le Développement.
    7. Yao Yao, 2026. "Health, Gender Division of Labor, and Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 62, November.
    8. Javier Olivera, 2026. "Ageing unequally in Latin America," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 24(2), pages 371-397, June.
    9. Carlos Gradín & Gabriela Zapata-Román, 2024. "Unpacking inequality of opportunity in Chile: the role of birth circumstances using a Shapley decomposition," Working Papers 676, ECINEQ, Society for the Study of Economic Inequality.
    10. Gunes Asik & Michelle Marshalian & Ulas Karakoc & Mohamed Ali Marouani, 2018. "Productivity, Structural Change and Skills Dynamics in Tunisia and Turkey," Working Papers hal-04000250, HAL.
    11. Franziska Brall & Ramona Schmid, 2023. "Automation, robots and wage inequality in Germany: A decomposition analysis," LABOUR, CEIS, vol. 37(1), pages 33-95, March.
    12. Porzio, Tommaso & Rossi, Federico & Santangelo, Gabriella, 2020. "The Human Side of Structural Transformation," CEPR Discussion Papers 15110, Centre for Economic Policy Research.
    13. Tomasz Swiecki, 2017. "Determinants of Structural Change," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 95-131, March.
    14. Porzio, T. & Santangelo, G., 2019. "Does Schooling Cause Structural Transformation?," Cambridge Working Papers in Economics 1925, Faculty of Economics, University of Cambridge.
    15. Roshnie Doon & Sergio Scicchitano, 2025. "The effects of overeducation on wage distribution in Trinidad and Tobago: an unconditional quantile regression analysis," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 163-195, March.
    16. Erendira Leon Bravo, . "Three essays on education, wages, and the labour market in Mexico," Economics PhD Theses, Department of Economics, University of Sussex Business School, number 0322, December.
    17. Mao, Minghai & Raiola, Antonio & Yang, Da, 2025. "Double machine learning for Oaxaca-Blinder decomposition," Economics Letters, Elsevier, vol. 255(C).
    18. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    19. Alonso-Carrera, Jaime & Raurich, Xavier, 2015. "Demand-based structural change and balanced economic growth," Journal of Macroeconomics, Elsevier, vol. 46(C), pages 359-374.
    20. Katie Meara & Francesco Pastore & Allan Webster, 2020. "The gender pay gap in the USA: a matching study," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(1), pages 271-305, January.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    JEL classification:

    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:streco:v:79:y:2026:i:c:p:80-87. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/525148 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.