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Does inequality in educational attainment matter for China's economic growth?

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  • Yu, Nannan
  • Yu, Bo
  • de Jong, Martin
  • Storm, Servaas

Abstract

Using panel cointegration techniques, this paper empirically estimates the long-run effect of inequality in educational attainment on economic growth during the period 1990–2010 in China. We identify a robust non-linear nexus between inequality in educational attainment and economic growth in Chinese provinces and find evidence pointing to differing effects of inequality in educational attainment on growth depending on the level of economic development of an area. Specifically, our results show that the inequality is more relevant for economic performance than educational attainment in the economically less developed Western region. Thus, given limited social resources for education investment, education policies that create more equal distribution of educational resources will promote higher growth, especially in less developed areas.

Suggested Citation

  • Yu, Nannan & Yu, Bo & de Jong, Martin & Storm, Servaas, 2015. "Does inequality in educational attainment matter for China's economic growth?," International Journal of Educational Development, Elsevier, vol. 41(C), pages 164-173.
    • Handle: RePEc:eee:injoed:v:41:y:2015:i:c:p:164-173
    DOI: 10.1016/j.ijedudev.2015.02.008
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    1. Zimmermann, Klaus F. & Constant, Amelie & Tien, Bienvenue & Meng, Jingzhou, 2011. "China's Latent Human Capital Investment: Achieving Milestones and Competing for the Top," CEPR Discussion Papers 8376, C.E.P.R. Discussion Papers.
    2. Fleisher, Belton M. & Chen, Jian, 1997. "The Coast-Noncoast Income Gap, Productivity, and Regional Economic Policy in China," Journal of Comparative Economics, Elsevier, vol. 25(2), pages 220-236, October.
    3. Fleisher, Belton & Li, Haizheng & Zhao, Min Qiang, 2010. "Human capital, economic growth, and regional inequality in China," Journal of Development Economics, Elsevier, vol. 92(2), pages 215-231, July.
    4. Birdsall, Nancy & Londono, Juan Luis, 1997. "Asset Inequality Matters: An Assessment of the World Bank's Approach to Poverty Reduction," American Economic Review, American Economic Association, vol. 87(2), pages 32-37, May.
    5. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    6. Digdowiseiso, Kumba, 2009. "Education inequality, economic growth, and income inequality: Evidence from Indonesia, 1996-2005," MPRA Paper 17792, University Library of Munich, Germany.
    7. Günther Rehme, 2007. "Education, Economic Growth and Measured Income Inequality," Economica, London School of Economics and Political Science, vol. 74(295), pages 493-514, August.
    8. 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.
    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. Stock, James H & Watson, Mark W, 1993. "A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems," Econometrica, Econometric Society, vol. 61(4), pages 783-820, July.
    11. Kumar, Alok & Kober, Brianne, 2012. "Urbanization, human capital, and cross-country productivity differences," Economics Letters, Elsevier, vol. 117(1), pages 14-17.
    12. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    13. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    14. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    15. Nannan Yu & Jianing Mi & Warren Elliot Walker, 2013. "Is Transport Infrastructure Construction A Wise Choice For Stimulating Economic Growth In West China?," Articles, International Journal of Transport Economics, vol. 40(1).
    16. Amparo Castello & Rafael Domenech, 2002. "Human Capital Inequality and Economic Growth: Some New Evidence," Economic Journal, Royal Economic Society, vol. 112(478), pages 187-200, March.
    17. Peter Pedroni, 2007. "Social capital, barriers to production and capital shares: implications for the importance of parameter heterogeneity from a nonstationary panel approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 429-451.
    18. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    19. Mina Baliamoune-Lutz & Mark McGillivray, 2009. "Does Gender Inequality Reduce Growth in Sub-Saharan Africa and Arab Countries?," African Development Review, African Development Bank, vol. 21(2), pages 224-242.
    20. Hassan, Rubina & Mirza, M. Shahzad, 2005. "Education Inequality and Economic Growth: Framework for the Evaluation of Pakistan’s Education Policy," MPRA Paper 26351, University Library of Munich, Germany.
    21. Le Wang, 2013. "How Does Education Affect the Earnings Distribution in Urban China?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
    22. Pedro Cunha Neves & Sandra Maria Tavares Silva, 2014. "Inequality and Growth: Uncovering the Main Conclusions from the Empirics," Journal of Development Studies, Taylor & Francis Journals, vol. 50(1), pages 1-21, January.
    23. Park, Jungsoo, 2006. "Dispersion of human capital and economic growth," Journal of Macroeconomics, Elsevier, vol. 28(3), pages 520-539, September.
    24. Andrés Rodríguez-Pose & Vassilis Tselios, 2010. "Inequalities in income and education and regional economic growth in western Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 44(2), pages 349-375, April.
    25. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    26. Zheng WEI & Rui HAO, 2011. "The Role Of Human Capital In China'S Total Factor Productivity Growth: A Cross‐Province Analysis," The Developing Economies, Institute of Developing Economies, vol. 49(1), pages 1-35, March.
    27. Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2007. "Access to Higher Education and Inequality: The Chinese Experiment," IZA Discussion Papers 2823, Institute of Labor Economics (IZA).
    28. Thomas, Vinod & Wang, Yan & Fan, Xibo, 2001. "Measuring education inequality - Gini coefficients of education," Policy Research Working Paper Series 2525, The World Bank.
    29. Bowman, Kevin James, 2007. "Knowledge stocks by distance to frontier: Linking low education inequality to high growth in developing countries," Journal of Asian Economics, Elsevier, vol. 18(4), pages 613-635, August.
    30. Li, Shi & Xing, Chunbing, 2010. "China's Higher Education Expansion and its Labor Market Consequences," IZA Discussion Papers 4974, Institute of Labor Economics (IZA).
    31. Stephan Klasen & Francesca Lamanna, 2009. "The Impact of Gender Inequality in Education and Employment on Economic Growth: New Evidence for a Panel of Countries," Feminist Economics, Taylor & Francis Journals, vol. 15(3), pages 91-132.
    32. Dierk Herzer & Sebastian Vollmer, 2012. "Inequality and growth: evidence from panel cointegration," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 10(4), pages 489-503, December.
    33. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    34. Romer, Paul M., 1990. "Human capital and growth: Theory and evidence," Carnegie-Rochester Conference Series on Public Policy, Elsevier, vol. 32(1), pages 251-286, January.
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    2. Peng Zhou & Fengwen Chen & Wei Wang & Peixin Song & Chenliang Zhu, 2019. "Does the Development of Information and Communication Technology and Transportation Infrastructure Affect China’s Educational Inequality?," Sustainability, MDPI, vol. 11(9), pages 1-19, May.
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