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A Meta-Analytic Reassessment of the Effects of Inequality on Growth

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  • Neves, Pedro Cunha
  • Afonso, Óscar
  • Silva, Sandra Tavares

Abstract

This paper develops a meta-analysis of the empirical literature that estimates the effect of inequality on growth. It covers studies published in scientific journals during 1994–2014 that examine the impact on growth of inequality in income, land, and human capital distribution. We find traces of publication bias in this literature, as authors and journals are more willing to report and publish statistically significant findings, and the results tend to follow a predictable time pattern over time according to which negative and positive effects are cyclically reported. After correcting for these two forms of publication bias, we conclude that the high degree of heterogeneity of the reported effect sizes is explained by study conditions, namely the structure of the data, the type of countries included in the sample, the inclusion of regional dummies, the concept of inequality and the definition of income. In particular, our meta-regression analysis suggests that: cross-section studies systematically report a stronger negative impact than panel data studies; the effect of inequality on growth is negative and more pronounced in less developed countries than in rich countries; the inclusion of regional dummies in the growth regression of the primary studies considerably weakens such effect; expenditure and gross income inequality tend to lead to different estimates of the effect size; land and human inequality are more pernicious to subsequent growth than income inequality is. We also find that the estimation technique, the quality of data on income distribution, and the specification of the growth regression do not significantly influence the estimation of the effect sizes. These results provide new insights into the nature of the inequality–growth relationship and offer important guidelines for policy makers.

Suggested Citation

  • Neves, Pedro Cunha & Afonso, Óscar & Silva, Sandra Tavares, 2016. "A Meta-Analytic Reassessment of the Effects of Inequality on Growth," World Development, Elsevier, vol. 78(C), pages 386-400.
  • Handle: RePEc:eee:wdevel:v:78:y:2016:i:c:p:386-400
    DOI: 10.1016/j.worlddev.2015.10.038
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    as
    1. Sarah Voitchovsky, 2005. "Does the Profile of Income Inequality Matter for Economic Growth?," Journal of Economic Growth, Springer, vol. 10(3), pages 273-296, September.
    2. Alesina, Alberto & Perotti, Roberto, 1996. "Income distribution, political instability, and investment," European Economic Review, Elsevier, vol. 40(6), pages 1203-1228, June.
    3. Galor, Oded & Zang, Hyoungsoo, 1997. "Fertility, income distribution, and economic growth: Theory and cross-country evidence," Japan and the World Economy, Elsevier, vol. 9(2), pages 197-229, May.
    4. 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.
    5. Stephen B. Jarrell & T. D. Stanley, 2004. "Declining Bias and Gender Wage Discrimination? A Meta-Regression Analysis," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
    6. Iwasaki, Ichiro & Tokunaga, Masahiro, 2014. "Macroeconomic Impacts of FDI in Transition Economies: A Meta-Analysis," World Development, Elsevier, vol. 61(C), pages 53-69.
    7. Alberto Alesina & Dani Rodrik, 1994. "Distributive Politics and Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 465-490.
    8. M.O. Odedokun & Jeffery Round, 2004. "Determinants of Income Inequality and its Effects on Economic Growth: Evidence from African Countries," African Development Review, African Development Bank, vol. 16(2), pages 287-327.
    9. Banerjee, Abhijit V & Newman, Andrew F, 1993. "Occupational Choice and the Process of Development," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 274-298, April.
    10. Hristos Doucouliagos & Janto Haman & T.D. Stanley, 2012. "Pay for Performance and Corporate Governance Reform," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51(3), pages 670-703, July.
    11. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    12. Andrew K. Rose & T. D. Stanley, 2005. "A Meta‐Analysis of the Effect of Common Currencies on International Trade," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 347-365, July.
    13. Robert Goldfarb, 1995. "The economist-as-audience needs a methodology of plausible inference," Journal of Economic Methodology, Taylor & Francis Journals, vol. 2(2), pages 201-222.
    14. Oded Galor & Joseph Zeira, 1993. "Income Distribution and Macroeconomics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(1), pages 35-52.
    15. Woo, Jaejoon, 2011. "Growth, income distribution, and fiscal policy volatility," Journal of Development Economics, Elsevier, vol. 96(2), pages 289-313, November.
    16. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    17. J. Peter Neary & James A. Mirrlees & Jean Tirole, 2003. "Evaluating Economics Research in Europe: An Introduction," Journal of the European Economic Association, MIT Press, vol. 1(6), pages 1239-1249, December.
    18. Benos, Nikos & Zotou, Stefania, 2014. "Education and Economic Growth: A Meta-Regression Analysis," World Development, Elsevier, vol. 64(C), pages 669-689.
    19. Bleaney, Michael & Nishiyama, Akira, 2004. "Income inequality and growth--does the relationship vary with the income level?," Economics Letters, Elsevier, vol. 84(3), pages 349-355, September.
    20. Chris Doucouliagos, 2005. "Publication Bias in the Economic Freedom and Economic Growth Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 367-387, July.
    21. Hongyi Li & Heng‐fu Zou, 1998. "Income Inequality is not Harmful for Growth: Theory and Evidence," Review of Development Economics, Wiley Blackwell, vol. 2(3), pages 318-334, October.
    22. Marta Bengoa & Blanca Sanchez-Robles, 2005. "Does equality reduce growth? Some empirical evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 12(8), pages 479-483.
    23. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    24. David de la Croix & Matthias Doepke, 2003. "Inequality and Growth: Why Differential Fertility Matters," American Economic Review, American Economic Association, vol. 93(4), pages 1091-1113, September.
    25. Stephen Knowles, 2005. "Inequality and Economic Growth: The Empirical Relationship Reconsidered in the Light of Comparable Data," Journal of Development Studies, Taylor & Francis Journals, vol. 41(1), pages 135-159.
    26. Dipanwita Sarkar, 2007. "The role of human capital in economic growth revisited," Applied Economics Letters, Taylor & Francis Journals, vol. 14(6), pages 419-423.
    27. Sylwester, Kevin, 2000. "Income inequality, education expenditures, and growth," Journal of Development Economics, Elsevier, vol. 63(2), pages 379-398, December.
    28. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    29. Newey, Whitney & West, Kenneth, 2014. "A simple, positive semi-definite, heteroscedasticity and autocorrelation consistent covariance matrix," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 33(1), pages 125-132.
    30. Pedro Cunha Neves & Sandra Tavares Silva, 2010. "Inequality and Growth: Uncovering the main conclusions from the empirics," FEP Working Papers 381, Universidade do Porto, Faculdade de Economia do Porto.
    31. Ashenfelter, Orley & Harmon, Colm & Oosterbeek, Hessel, 1999. "A review of estimates of the schooling/earnings relationship, with tests for publication bias," Labour Economics, Elsevier, vol. 6(4), pages 453-470, November.
    32. Holger Görg & Eric Strobl, 2016. "Multinational Companies And Productivity Spillovers: A Meta-Analysis," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 8, pages 145-161, World Scientific Publishing Co. Pte. Ltd..
    33. Kristin J. Forbes, 2000. "A Reassessment of the Relationship between Inequality and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 869-887, September.
    34. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    35. Hannu Tanninen, 1999. "Income inequality, government expenditures and growth," Applied Economics, Taylor & Francis Journals, vol. 31(9), pages 1109-1117.
    36. 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.
    37. Federico Cingano, 2014. "Trends in Income Inequality and its Impact on Economic Growth," OECD Social, Employment and Migration Working Papers 163, OECD Publishing.
    38. Daniel Halter & Manuel Oechslin & Josef Zweimüller, 2014. "Inequality and growth: the neglected time dimension," Journal of Economic Growth, Springer, vol. 19(1), pages 81-104, March.
    39. T. D. Stanley & Stephen B. Jarrell, 2005. "Meta‐Regression Analysis: A Quantitative Method of Literature Surveys," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 299-308, July.
    40. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    41. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 1999. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," Working Papers 804, Princeton University, Department of Economics, Industrial Relations Section..
    42. Oechslin, Manuel & Halter, David, 2010. "Inequality and Growth: The Neglected Time Dimension," CEPR Discussion Papers 8033, C.E.P.R. Discussion Papers.
    43. Clarke, George R. G., 1995. "More evidence on income distribution and growth," Journal of Development Economics, Elsevier, vol. 47(2), pages 403-427, August.
    44. Dustin Chambers & Alan Krause, 2010. "Is the relationship between inequality and growth affected by physical and human capital accumulation?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(2), pages 153-172, June.
    45. Deininger, Klaus & Olinto, Pedro, 2000. "Asset distribution, inequality, and growth," Policy Research Working Paper Series 2375, The World Bank.
    46. Banerjee, Abhijit V & Duflo, Esther, 2003. "Inequality and Growth: What Can the Data Say?," Journal of Economic Growth, Springer, vol. 8(3), pages 267-299, September.
    47. 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.
    48. Chen, Been-Lon, 2003. "An inverted-U relationship between inequality and long-run growth," Economics Letters, Elsevier, vol. 78(2), pages 205-212, February.
    49. Perotti, Roberto, 1996. "Growth, Income Distribution, and Democracy: What the Data Say," Journal of Economic Growth, Springer, vol. 1(2), pages 149-187, June.
    50. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    51. Laura De Dominicis & Raymond J. G. M. Florax & Henri L. F. De Groot, 2008. "A Meta‐Analysis On The Relationship Between Income Inequality And Economic Growth," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(5), pages 654-682, November.
    52. Sherif Khalifa & Sherine El Hag, 2010. "Income Disparities, Economic Growth, And Development As A Threshold," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 35(2), pages 23-36, June.
    53. repec:bla:rdevec:v:2:y:1998:i:3:p:318-34 is not listed on IDEAS
    54. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    55. T. D. Stanley, 2001. "Wheat from Chaff: Meta-analysis as Quantitative Literature Review," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 131-150, Summer.
    56. Lewis Davis & Mark Hopkins, 2011. "The Institutional Foundations of Inequality and Growth," Journal of Development Studies, Taylor & Francis Journals, vol. 47(7), pages 977-997.
    57. T. D. Stanley, 2004. "Does unemployment hysteresis falsify the natural rate hypothesis? a meta‐regression analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 18(4), pages 589-612, September.
    58. Chris (hristos) Doucouliagos & Patrice Laroche & T.D. Stanley, 2005. "Publication Bias in Union-Productivity Research? [¿ Publicación tendenciosa en la investigación sobre la productividad sindical ?]," Post-Print hal-02138187, HAL.
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    Keywords

    economic growth; inequality; meta-analysis; publication bias;
    All these keywords.

    JEL classification:

    • O4 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity
    • D3 - Microeconomics - - Distribution
    • H2 - Public Economics - - Taxation, Subsidies, and Revenue
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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