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Financial development and income inequality: A meta‐analysis

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  • Michael Chletsos
  • Andreas Sintos

Abstract

The voluminous empirical research on the effect of financial development on income inequality has yielded mixed results. In this paper, we collect 2127 estimates reported in 116 published studies that investigate the effect of financial development on income inequality. Although our initial tests for publication bias (which do not account for moderator variables) show that the current literature does not suffer from publication selectivity, once we control for a set of moderator variables, we find evidence of mild publication bias in favor of positive estimates (i.e., the current literature favors the publication of studies that find that financial development increases income inequality). In addition, our results suggest that the overall effect of financial development on income inequality is on average zero, but that its sign and magnitude depend systematically on various study characteristics. The characteristics of data and estimation methods, whether endogeneity is taken into account, the different measures of financial development and the inclusion of financial openness, inflation and income variables in the regressions matter significantly for the effect of financial development on inequality.

Suggested Citation

  • Michael Chletsos & Andreas Sintos, 2023. "Financial development and income inequality: A meta‐analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 37(4), pages 1090-1119, September.
  • Handle: RePEc:bla:jecsur:v:37:y:2023:i:4:p:1090-1119
    DOI: 10.1111/joes.12528
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    1. Gunby, Philip & Jin, Yinghua & Robert Reed, W., 2017. "Did FDI Really Cause Chinese Economic Growth? A Meta-Analysis," World Development, Elsevier, vol. 90(C), pages 242-255.
    2. Tomas Havranek & Zuzana Irsova, 2012. "Survey Article: Publication Bias in the Literature on Foreign Direct Investment Spillovers," Journal of Development Studies, Taylor & Francis Journals, vol. 48(10), pages 1375-1396, October.
    3. Huang, Ho-Chuan (River) & Lin, Yi-Chen & Yeh, Chih-Chuan, 2009. "Joint determinations of inequality and growth," Economics Letters, Elsevier, vol. 103(3), pages 163-166, June.
    4. John P. A. Ioannidis & T. D. Stanley & Hristos Doucouliagos, 2017. "The Power of Bias in Economics Research," Economic Journal, Royal Economic Society, vol. 127(605), pages 236-265, October.
    5. Markus Leibrecht & Claudia Hochgatterer, 2012. "Tax Competition As A Cause Of Falling Corporate Income Tax Rates: A Survey Of Empirical Literature," Journal of Economic Surveys, Wiley Blackwell, vol. 26(4), pages 616-648, September.
    6. Fernandez, Carmen & Ley, Eduardo & Steel, Mark F. J., 2001. "Benchmark priors for Bayesian model averaging," Journal of Econometrics, Elsevier, vol. 100(2), pages 381-427, February.
    7. Kim, Dong-Hyeon & Lin, Shu-Chin, 2011. "Nonlinearity in the financial developmentâincome inequality nexus," Journal of Comparative Economics, Elsevier, vol. 39(3), pages 310-325, September.
    8. Simplice A. Asongu, 2013. "Investment And Inequality In Africa: Which Financial Channels Are Good For The Poor?," The African Finance Journal, Africagrowth Institute, vol. 15(2), pages 43-65.
    9. Oded Galor & Omer Moav, 2004. "From Physical to Human Capital Accumulation: Inequality and the Process of Development," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 71(4), pages 1001-1026.
    10. Greenwood, Jeremy & Jovanovic, Boyan, 1990. "Financial Development, Growth, and the Distribution of Income," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 1076-1107, October.
    11. Hisako Kai & Shigeyuki Hamori, 2009. "Globalization, financial depth, and inequality in Sub-Saharan Africa," Economics Bulletin, AccessEcon, vol. 29(3), pages 2025-2037.
    12. 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.
    13. Kaidi Nasreddine & Sami Mensi, 2016. "Financial Development and Income Inequality: The Linear versus the Nonlinear Hypothesis," Economics Bulletin, AccessEcon, vol. 36(2), pages 609-626.
    14. Petra Valickova & Tomas Havranek & Roman Horvath, 2015. "Financial Development And Economic Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 506-526, July.
    15. Tomas Havranek & Dominik Herman & Zuzana Irsova, 2018. "Does Daylight Saving Save Electricity? A Meta-Analysis," The Energy Journal, , vol. 39(2), pages 35-61, March.
    16. Deidda, Luca & Fattouh, Bassam, 2008. "Banks, financial markets and growth," Journal of Financial Intermediation, Elsevier, vol. 17(1), pages 6-36, January.
    17. Cihak, Martin & Demirguc-Kunt, Asli & Feyen, Erik & Levine, Ross, 2013. "Financial Development in 205 Economies, 1960 to 2010," Journal of Financial Perspectives, EY Global FS Institute, vol. 1(2), pages 17-36.
    18. Zigraiova, Diana & Havranek, Tomas & Irsova, Zuzana & Novak, Jiri, 2021. "How puzzling is the forward premium puzzle? A meta-analysis," European Economic Review, Elsevier, vol. 134(C).
    19. Michiel Bijlsma & Clemens Kool & Marielle Non, 2018. "The effect of financial development on economic growth: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(57), pages 6128-6148, December.
    20. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    21. 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.
    22. Philip Arestis & Georgios Chortareas & Georgios Magkonis, 2015. "The Financial Development And Growth Nexus: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 549-565, July.
    23. Sylviane Guillaumont Jeanneney & Kangni Kpodar, 2011. "Financial Development and Poverty Reduction: Can There be a Benefit without a Cost?," Journal of Development Studies, Taylor & Francis Journals, vol. 47(1), pages 143-163.
    24. George R. G. Clarke & Lixin Colin Xu & Heng‐fu Zou, 2006. "Finance and Income Inequality: What Do the Data Tell Us?," Southern Economic Journal, John Wiley & Sons, vol. 72(3), pages 578-596, January.
    25. Mohamed Chakroun, 2020. "Threshold effects in the relationship between financial development and income inequality," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 25(3), pages 365-387, July.
    26. Asli Demirgüç-Kunt & Ross Levine, 2009. "Finance and Inequality: Theory and Evidence," Annual Review of Financial Economics, Annual Reviews, vol. 1(1), pages 287-318, November.
    27. Hyoungsoo Zang & Young Chul Kim, 2007. "Does financial development precede growth? Robinson and Lucas might be right," Applied Economics Letters, Taylor & Francis Journals, vol. 14(1), pages 15-19.
    28. Shahram M. Amini & Christopher F. Parmeter, 2012. "Comparison Of Model Averaging Techniques: Assessing Growth Determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 27(5), pages 870-876, August.
    29. Furukawa, Chishio, 2019. "Publication Bias under Aggregation Frictions: Theory, Evidence, and a New Correction Method," EconStor Preprints 194798, ZBW - Leibniz Information Centre for Economics.
    30. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    31. Paulson, Anna L. & Townsend, Robert, 2004. "Entrepreneurship and financial constraints in Thailand," Journal of Corporate Finance, Elsevier, vol. 10(2), pages 229-262, March.
    32. Edward Anderson & Maria Ana Jalles D'Orey & Maren Duvendack & Lucio Esposito, 2017. "Does Government Spending Affect Income Inequality? A Meta-Regression Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 31(4), pages 961-987, September.
    33. Mohsen Bahmani-Oskooee & Ruixin Zhang, 2015. "On the impact of financial development on income distribution: time-series evidence," Applied Economics, Taylor & Francis Journals, vol. 47(12), pages 1248-1271, March.
    34. Bajzik, Josef & Havranek, Tomas & Irsova, Zuzana & Schwarz, Jiri, 2020. "Estimating the Armington elasticity: The importance of study design and publication bias," Journal of International Economics, Elsevier, vol. 127(C).
    35. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    36. Doucouliagos, Hristos (Chris), 2011. "How large is large? Preliminary and relative guidelines for interpreting partial correlations in economics," Working Papers eco_2011_5, Deakin University, Department of Economics.
    37. Isaiah Andrews & Maximilian Kasy, 2019. "Identification of and Correction for Publication Bias," American Economic Review, American Economic Association, vol. 109(8), pages 2766-2794, August.
    38. Zhang, Ruixin & Ben Naceur, Sami, 2019. "Financial development, inequality, and poverty: Some international evidence," International Review of Economics & Finance, Elsevier, vol. 61(C), pages 1-16.
    39. Donghyun Park & Kwanho Shin, 2017. "Economic Growth, Financial Development, and Income Inequality," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(12), pages 2794-2825, December.
    40. Ngwen Ngangu¨¦, 2020. "Financial Sector Development and Open Economy for Income Inequality Reduction: A Panel Fixed Model Analysis," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 12(4), pages 1-33, April.
    41. Tomas Havranek & Zuzana Irsova & Tomas Vlach, 2018. "Measuring the Income Elasticity of Water Demand: The Importance of Publication and Endogeneity Biases," Land Economics, University of Wisconsin Press, vol. 94(2), pages 259-283.
    42. Stanley, T. D. & Jarrell, Stephen B. & Doucouliagos, Hristos, 2010. "Could It Be Better to Discard 90% of the Data? A Statistical Paradox," The American Statistician, American Statistical Association, vol. 64(1), pages 70-77.
    43. Siong Law & Hui Tan & W. Azman-Saini, 2014. "Financial Development and Income Inequality at Different Levels of Institutional Quality," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 21-33.
    44. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    45. Gravina, Antonio Francesco & Lanzafame, Matteo, 2021. "Finance, globalisation, technology and inequality: Do nonlinearities matter?," Economic Modelling, Elsevier, vol. 96(C), pages 96-110.
    46. Zhuang, Juzhong & Gunatilake, Herath & Niimi, Yoko & Ehsan Khan, Muhammad & Jiang, Yi & Hasan, Rana & Khor, Niny & S. Lagman-Martin, Anneli & Bracey, Pamela & Huang, Biao, 2009. "Financial Sector Development, Economic Growth, and Poverty Reduction: A Literature Review," ADB Economics Working Paper Series 173, Asian Development Bank.
    47. Yang, Yung Y. & Yi, Myung Hoon, 2008. "Does financial development cause economic growth? Implication for policy in Korea," Journal of Policy Modeling, Elsevier, vol. 30(5), pages 827-840.
    48. Mohammed Ziaur Rehman & Nasir Ali & Najeeb Muhammad Nasir, 2015. "Financial Development, Savings and Economic Growth: Evidence from Bahrain Using VAR," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 112-123, April.
    49. Levine, Ross, 1999. "Law, Finance, and Economic Growth," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 8-35, January.
    50. Kaixing Huang & Nicholas Sim & Hong Zhao, 2020. "Does Fdi Actually Affect Income Inequality? Insights From 25 Years Of Research," Journal of Economic Surveys, Wiley Blackwell, vol. 34(3), pages 630-659, July.
    51. Christopoulos, Dimitris K. & Tsionas, Efthymios G., 2004. "Financial development and economic growth: evidence from panel unit root and cointegration tests," Journal of Development Economics, Elsevier, vol. 73(1), pages 55-74, February.
    52. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2000. "A New Database on the Structure and Development of the Financial Sector," The World Bank Economic Review, World Bank, vol. 14(3), pages 597-605, September.
    53. T. D. Stanley, 2005. "Beyond Publication Bias," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 309-345, July.
    54. Theo S. Eicher & Chris Papageorgiou & Adrian E. Raftery, 2011. "Default priors and predictive performance in Bayesian model averaging, with application to growth determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 30-55, January/F.
    55. Altunbaş, Yener & Thornton, John, 2020. "Finance and income inequality revisited," Finance Research Letters, Elsevier, vol. 37(C).
    56. Tomas Havranek & Zuzana Irsova, 2017. "Do Borders Really Slash Trade? A Meta-Analysis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(2), pages 365-396, June.
    57. Sylviane Guillaumont Jeanneney & Kangni Kpodar, 2011. "Financial Development and Poverty Reduction: Can There be a Benefit without a Cost?," Post-Print halshs-00554229, HAL.
    58. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    59. Havranek, Tomas & Irsova, Zuzana, 2011. "Estimating vertical spillovers from FDI: Why results vary and what the true effect is," Journal of International Economics, Elsevier, vol. 85(2), pages 234-244.
    60. Claessens, Stijn & Perotti, Enrico, 2007. "Finance and inequality: Channels and evidence," Journal of Comparative Economics, Elsevier, vol. 35(4), pages 748-773, December.
    61. Bruce E. Hansen, 2007. "Least Squares Model Averaging," Econometrica, Econometric Society, vol. 75(4), pages 1175-1189, July.
    62. Chris Doucouliagos & T.D. Stanley, 2013. "Are All Economic Facts Greatly Exaggerated? Theory Competition And Selectivity," Journal of Economic Surveys, Wiley Blackwell, vol. 27(2), pages 316-339, April.
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