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Education Enrollment Level and Income Inequality: A Case of SAARC Economies

Author

Listed:
  • Noman Arshed

    (University of Management and Technology)

  • Awais Anwar

    (Shandong University)

  • Nabeela Kousar

    (Government College University)

  • Samra Bukhari

    (University of Management and Technology)

Abstract

This study is based on the idea that education forms a quadratic relationship with the income inequality. To evaluate it for South Asian Association for Regional Cooperation (SAARC) countries, this study uses the panel data from 1990 to 2015. Long run panel data necessitated the use of panel co-integration approach, followed up with fully modified OLS model to generate long-run coefficients. The results depict that initially primary and secondary enrollment increases inequality while tertiary enrollment decreases it. However, after a certain threshold level of enrollment (76% for primary, 42% for secondary and 7% for tertiary), their effect reverses. Thus, it makes inverted U shape for primary and secondary enrollment and U shape for tertiary enrollment. Hence education shows diminishing marginal return effect. Only the countries of India, Sri Lanka, Maldives and Nepal in SAARC economies have high enough education enrollments to cause a negative effect on income inequality.

Suggested Citation

  • Noman Arshed & Awais Anwar & Nabeela Kousar & Samra Bukhari, 2018. "Education Enrollment Level and Income Inequality: A Case of SAARC Economies," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 140(3), pages 1211-1224, December.
  • Handle: RePEc:spr:soinre:v:140:y:2018:i:3:d:10.1007_s11205-017-1824-9
    DOI: 10.1007/s11205-017-1824-9
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    1. José De Gregorio & Jong–Wha Lee, 2002. "Education and Income Inequality: New Evidence From Cross‐Country Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(3), pages 395-416, September.
    2. Sylwester, Kevin, 2002. "Can education expenditures reduce income inequality?," Economics of Education Review, Elsevier, vol. 21(1), pages 43-52, February.
    3. Chu, K.-y. & Davoodi, H. & Gupta, S., 2000. "Income Distribution and Tax, and Government Social Spending Policies in Developing Countries," Research Paper 214, World Institute for Development Economics Research.
    4. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    5. Moene, Karl Ove & Wallerstein, Michael, 2001. "Inequality, Social Insurance, and Redistribution," American Political Science Review, Cambridge University Press, vol. 95(4), pages 859-874, December.
    6. Robert J. Barro, 1998. "Determinants of Economic Growth: A Cross-Country Empirical Study," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262522543, December.
    7. 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.
    8. Peter C. B. Phillips & Bruce E. Hansen, 1990. "Statistical Inference in Instrumental Variables Regression with I(1) Processes," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 57(1), pages 99-125.
    9. Park, Kang H., 1996. "Educational expansion and educational inequality on income distribution," Economics of Education Review, Elsevier, vol. 15(1), pages 51-58, February.
    10. Albert O. Hirschman & Michael Rothschild, 1973. "The Changing Tolerance for Income Inequality in the Course of Economic DevelopmentWith A Mathematical Appendix," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(4), pages 544-566.
    11. Collier, Paul & Dollar, David, 2001. "Can the World Cut Poverty in Half? How Policy Reform and Effective Aid Can Meet International Development Goals," World Development, Elsevier, vol. 29(11), pages 1787-1802, November.
    12. Daniele Checchi, 2001. "Education, Inequality and Income Inequality," STICERD - Distributional Analysis Research Programme Papers 52, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.
    13. Mr. Ke-young Chu & Mr. Hamid R Davoodi & Mr. Sanjeev Gupta, 2000. "Income Distribution and Tax and Government Social Spending Policies in Developing Countries," IMF Working Papers 2000/062, International Monetary Fund.
    14. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    15. Roland Bénabou, 1996. "Inequality and Growth," NBER Chapters, in: NBER Macroeconomics Annual 1996, Volume 11, pages 11-92, National Bureau of Economic Research, Inc.
    16. repec:dau:papers:123456789/10091 is not listed on IDEAS
    17. 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.
    18. Deininger, Klaus & Squire, Lyn, 1998. "New ways of looking at old issues: inequality and growth," Journal of Development Economics, Elsevier, vol. 57(2), pages 259-287.
    19. Mr. Jonathan David Ostry & Mr. Andrew Berg & Mr. Charalambos G Tsangarides, 2014. "Redistribution, Inequality, and Growth," IMF Staff Discussion Notes 2014/002, International Monetary Fund.
    20. Ravallion, Martin, 2001. "Growth, Inequality and Poverty: Looking Beyond Averages," World Development, Elsevier, vol. 29(11), pages 1803-1815, November.
    21. Robert J. Barro, 1999. "Inequality, Growth, and Investment," NBER Working Papers 7038, National Bureau of Economic Research, Inc.
    22. Sanjeev Gupta & Hamid Davoodi & Rosa Alonso-Terme, 2002. "Does corruption affect income inequality and poverty?," Economics of Governance, Springer, vol. 3(1), pages 23-45, March.
    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. Nadia Hanif & Noman Arshed, 2016. "Relationship between School Education and Economic Growth: SAARC Countries," International Journal of Economics and Financial Issues, Econjournals, vol. 6(1), pages 294-300.
    25. Cecilia Garcia-Penalosa & Eve Caroli & Philippe Aghion, 1999. "Inequality and Economic Growth: The Perspective of the New Growth Theories," Journal of Economic Literature, American Economic Association, vol. 37(4), pages 1615-1660, December.
    26. Barro, Robert J, 1990. "Government Spending in a Simple Model of Endogenous Growth," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 103-126, October.
    27. John Hills, 2010. "An Anatomy of Economic Inequality in the UK - Report of the National Equality Panel," CASE Reports casereport60, Centre for Analysis of Social Exclusion, LSE.
    28. Ahluwalia, Montek S, 1976. "Income Distribution and Development: Some Stylized Facts," American Economic Review, American Economic Association, vol. 66(2), pages 128-135, May.
    29. Hirschman, Albert O., 1973. "The changing tolerance for income inequality in the course of economic development," World Development, Elsevier, vol. 1(12), pages 29-36, December.
    30. Robinson, Sherman, 1976. "A Note on the U Hypothesis Relating Income Inequality and Economic Development," American Economic Review, American Economic Association, vol. 66(3), pages 437-440, June.
    31. Ke-Young Chu & Hamid Davoodi & Sanjeev Gupta, 2000. "Income Distribution and Tax, and Government Social Spending Policies in Developing Countries," WIDER Working Paper Series wp-2000-214, World Institute for Development Economic Research (UNU-WIDER).
    32. Chun-Hung Lin, 2007. "Education Expansion, Educational Inequality, and Income Inequality: Evidence from Taiwan, 1976–2003," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 80(3), pages 601-615, February.
    33. Frederick Solt, 2009. "Standardizing the World Income Inequality Database," Social Science Quarterly, Southwestern Social Science Association, vol. 90(2), pages 231-242, June.
    34. Markus Eberhardt, 2011. "Panel time-series modeling: New tools for analyzing xt data," United Kingdom Stata Users' Group Meetings 2011 22, Stata Users Group.
    35. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    36. Marin, Alan & Psacharopoulos, George, 1976. "Schooling and Income Distribution," The Review of Economics and Statistics, MIT Press, vol. 58(3), pages 332-338, August.
    37. 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.
    38. Kao, Chihwa, 1999. "Spurious regression and residual-based tests for cointegration in panel data," Journal of Econometrics, Elsevier, vol. 90(1), pages 1-44, May.
    39. Peter J. Klenow & Mark Bils, 2000. "Does Schooling Cause Growth?," American Economic Review, American Economic Association, vol. 90(5), pages 1160-1183, December.
    40. Frederick Solt, 2009. "Standardizing the World Income Inequality Database," LIS Working papers 496, LIS Cross-National Data Center in Luxembourg.
    41. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    42. Chu, Ke-Young & Davoodi, Hamid & Gupta, Sanjeev, 2000. "Income Distribution and Tax, and Government Social Spending Policies in Developing Countries," WIDER Working Papers 295547, United Nations University, World Institute for Development Economic Research (UNU-WIDER).
    43. 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.
    44. Jonathan David Ostry & Andrew Berg & Charalambos G Tsangarides, 2014. "Redistribution, Inequality, and Growth," IMF Staff Discussion Notes 14/02, International Monetary Fund.
    45. David Brasington, 2002. "Differences in the Production of Education Across Regions and Urban and Rural Areas," Regional Studies, Taylor & Francis Journals, vol. 36(2), pages 137-145.
    46. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    47. Maddala, G S & Wu, Shaowen, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 631-652, Special I.
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    More about this item

    Keywords

    Education; Income inequality; DMR; Panel co-integration; Panel FMOLS;
    All these keywords.

    JEL classification:

    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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