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Convergence in Income Inequality: Further Evidence from the Club Clustering Methodology across States in the U.S

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  • Nicholas Apergis

    (University of Piraeus)

  • Christina Christou

    (Open University of Cyprus)

  • Rangan Gupta

    (University of Pretoria)

  • Stephen M. Miller

    (University of Nevada, Las Vegas)

Abstract

This paper contributes to the sparse literature on inequality convergence by empirically testing convergence across states in the U.S. This sample period encompasses a series of different periods that the existing literature discusses -- the Great Depression (1929–1944), the Great Compression (1945–1979), the Great Divergence (1980-present), the Great Moderation (1982–2007), and the Great Recession (2007–2009). This paper implements the relatively new method of panel convergence testing, recommended by Phillips and Sul (2007). This method examines the club convergence hypothesis, which argues that certain countries, states, sectors, or regions belong to a club that moves from disequilibrium positions to their club-specific steady-state positions. We find strong support for convergence through the late 1970s and early 1980s, and then evidence of divergence. The divergence, however, moves the dispersion of inequality measures across states only a fraction of the way back to their levels in the early part of the twentieth century.

Suggested Citation

  • Nicholas Apergis & Christina Christou & Rangan Gupta & Stephen M. Miller, 2018. "Convergence in Income Inequality: Further Evidence from the Club Clustering Methodology across States in the U.S," International Advances in Economic Research, Springer;International Atlantic Economic Society, vol. 24(2), pages 147-161, May.
  • Handle: RePEc:kap:iaecre:v:24:y:2018:i:2:d:10.1007_s11294-018-9675-y
    DOI: 10.1007/s11294-018-9675-y
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    1. Peter C. B. Phillips & Donggyu Sul, 2007. "Transition Modeling and Econometric Convergence Tests," Econometrica, Econometric Society, vol. 75(6), pages 1771-1855, November.
    2. Hashem Pesaran, M., 2007. "A pair-wise approach to testing for output and growth convergence," Journal of Econometrics, Elsevier, vol. 138(1), pages 312-355, May.
    3. Stengos, Thanasis & Yazgan, M. Ege, 2014. "Persistence In Convergence," Macroeconomic Dynamics, Cambridge University Press, vol. 18(4), pages 753-782, June.
    4. 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.
    5. Andrew G. Berg & Jonathan D. Ostry, 2017. "Inequality and Unsustainable Growth: Two Sides of the Same Coin?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 65(4), pages 792-815, November.
    6. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    7. Bernard, Andrew B. & Durlauf, Steven N., 1996. "Interpreting tests of the convergence hypothesis," Journal of Econometrics, Elsevier, vol. 71(1-2), pages 161-173.
    8. Ravallion, Martin, 2003. "Inequality convergence," Economics Letters, Elsevier, vol. 80(3), pages 351-356, September.
    9. Durlauf, Steven N & Johnson, Paul A, 1995. "Multiple Regimes and Cross-Country Growth Behaviour," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(4), pages 365-384, Oct.-Dec..
    10. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    11. Ian Dew-Becker & Robert J. Gordon, 2005. "Where Did Productivity Growth Go? Inflation Dynamics and the Distribution of Income," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 36(2), pages 67-150.
    12. repec:ebl:ecbull:v:4:y:2003:i:22:p:1-10 is not listed on IDEAS
    13. 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.
    14. Juncal Cunado & Luis A. Gil-Alana & Fernando Pérez de Gracia, 2006. "Additional Empirical Evidence on Real Convergence: A Fractionally Integrated Approach," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(1), pages 67-91, April.
    15. 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.
    16. Bernard, Andrew B & Durlauf, Steven N, 1995. "Convergence in International Output," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 10(2), pages 97-108, April-Jun.
    17. T. W. Swan, 1956. "ECONOMIC GROWTH and CAPITAL ACCUMULATION," The Economic Record, The Economic Society of Australia, vol. 32(2), pages 334-361, November.
    18. Paul Lau, Sau-Him, 1999. "I(0) In, integration and cointegration out:: Time series properties of endogenous growth models," Journal of Econometrics, Elsevier, vol. 93(1), pages 1-24, November.
    19. Bruce E. Hansen, 2000. "Sample Splitting and Threshold Estimation," Econometrica, Econometric Society, vol. 68(3), pages 575-604, May.
    20. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    21. Mattias Lundberg & Lyn Squire, 2003. "The simultaneous evolution of growth and inequality," Economic Journal, Royal Economic Society, vol. 113(487), pages 326-344, April.
    22. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185.
    23. Stengos Thanasis & Yazgan M. Ege, 2014. "Persistence in real exchange rate convergence," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 18(1), pages 73-88, February.
    24. Fabio Canova, 2004. "Testing for Convergence Clubs in Income Per Capita: A Predictive Density Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 45(1), pages 49-77, February.
    25. Nicholas Apergis & Christina Christou & James Payne, 2011. "Political and Institutional Factors in the Convergence of International Equity Markets: Evidence from the Club Convergence and Clustering Procedure," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 39(1), pages 7-18, March.
    26. Roberto Ezcurra & Pedro Pascual, 2009. "Convergence in income inequality in the United States: a nonparametric analysis," Applied Economics Letters, Taylor & Francis Journals, vol. 16(13), pages 1365-1368.
    27. 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.
    28. Friedman, Milton, 1992. "Do Old Fallacies Ever Die?," Journal of Economic Literature, American Economic Association, vol. 30(4), pages 2129-2132, December.
    29. Bliss, Christopher, 2000. "Galton's Fallacy and Economic Convergence: A Reply to Cannon and Duck," Oxford Economic Papers, Oxford University Press, vol. 52(2), pages 420-422, April.
    30. Pei-Chien Lin & Ho-Chuan Huang, 2012. "Convergence in income inequality? evidence from panel unit root tests with structural breaks," Empirical Economics, Springer, vol. 43(1), pages 153-174, August.
    31. repec:ebl:ecbull:v:15:y:2007:i:15:p:1-9 is not listed on IDEAS
    32. Antonakakis, Nikolaos & Christou, Christina & Cunado, Juncal & Gupta, Rangan, 2017. "Convergence patterns in sovereign bond yield spreads: Evidence from the Euro Area," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 49(C), pages 129-139.
    33. Claudia Goldin & Robert A. Margo, 1992. "The Great Compression: The Wage Structure in the United States at Mid-Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(1), pages 1-34.
    34. Pei-Chien Lin & Ho-Chuan Huang, 2011. "Inequality convergence in a panel of states," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 195-206, June.
    35. Bliss, Christopher, 1999. "Galton's Fallacy and Economic Convergence," Oxford Economic Papers, Oxford University Press, vol. 51(1), pages 4-14, January.
    36. Kim, Young Se, 2015. "Electricity consumption and economic development: Are countries converging to a common trend?," Energy Economics, Elsevier, vol. 49(C), pages 192-202.
    37. Michael Bleaney & Akira Nishiyama, 2003. "Convergence in income inequality: differences between advanced and developing countries," Economics Bulletin, AccessEcon, vol. 4(22), pages 1-10.
    38. Quah, D., 1990. "Galton'S Fallacy And The Tests Of The Convergence Hypothesis," Working papers 552, Massachusetts Institute of Technology (MIT), Department of Economics.
    39. Fábio Gomes, 2007. "Convergence in Income Inequality: the Case of Brazilian Municipalities," Economics Bulletin, AccessEcon, vol. 15(15), pages 1-9.
    40. Luis Gil-Alana, 2001. "Seasonal long memory in the US monthly monetary aggregate," Applied Economics Letters, Taylor & Francis Journals, vol. 8(9), pages 573-575.
    41. Ugo Panizza, 2001. "Convergence in Income Inequality," Journal of Income Distribution, Ad libros publications inc., vol. 10(1-2), pages 1-1, June.
    42. Francisco J. Goerlich & Matilde Mas, 2004. "Three (marginal?) questions regarding convergence," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 31(1), pages 25-38, February.
    43. Lin, Pei-Chien & Huang, Ho-Chuan (River), 2012. "Inequality convergence revisited: Evidence from stationarity panel tests with breaks and cross correlation," Economic Modelling, Elsevier, vol. 29(2), pages 316-325.
    44. 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.
    45. Karim Abadir & Gabriel Talmain, 2002. "Aggregation, Persistence and Volatility in a Macro Model," Review of Economic Studies, Oxford University Press, vol. 69(4), pages 749-779.
    46. Michele Caputo & Francesco Forte, 2015. "Difficult Convergence among the Five Main European Union Countries and the Crisis of the Euro Area," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 43(4), pages 415-430, December.
    47. Persson, Torsten & Tabellini, Guido, 1994. "Is Inequality Harmful for Growth?," American Economic Review, American Economic Association, vol. 84(3), pages 600-621, June.
    48. Adriana Marina, 2000. "Economic convergence of the first and second moment in the provinces of Argentina," Estudios de Economia, University of Chile, Department of Economics, vol. 27(2 Year 20), pages 259-277, December.
    49. Raghuram G. Rajan, 2010. "Fault Lines: How Hidden Fractures Still Threaten the World Economy," Economics Books, Princeton University Press, edition 1, number 9111.
    50. Perotti, Roberto, 1996. "Growth, Income Distribution, and Democracy: What the Data Say," Journal of Economic Growth, Springer, vol. 1(2), pages 149-187, June.
    51. Barro, Robert J, 2000. "Inequality and Growth in a Panel of Countries," Journal of Economic Growth, Springer, vol. 5(1), pages 5-32, March.
    52. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    53. Quah, Danny T., 1996. "Empirics for economic growth and convergence," European Economic Review, Elsevier, vol. 40(6), pages 1353-1375, June.
    54. Robert Gordon, 2009. "Has the Rise in American Inequality Been Exaggerated?," Challenge, Taylor & Francis Journals, vol. 52(3), pages 92-120.
    55. Joseph G. Haubrich & Andrew W. Lo, 2001. "The sources and nature of long-term memory in aggregate output," Economic Review, Federal Reserve Bank of Cleveland, issue Q II, pages 15-30.
    56. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    57. Li, Hongyi & Zou, Heng-fu, 1998. "Income Inequality Is Not Harmful for Growth: Theory and Evidence," Review of Development Economics, Wiley Blackwell, vol. 2(3), pages 318-334, October.
    58. 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.
    59. Jonathan David Ostry & Andrew Berg & Charalambos G Tsangarides, 2014. "Redistribution, Inequality, and Growth," IMF Staff Discussion Notes 14/02, International Monetary Fund.
    60. Quah, Danny, 1993. " Galton's Fallacy and Tests of the Convergence Hypothesis," Scandinavian Journal of Economics, Wiley Blackwell, vol. 95(4), pages 427-443, December.
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    Cited by:

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    2. Barrios González, María Candelaria & Tierney, Heather L.R. & Nazarov, Zafar & Kim, Myeong Hwan, 2019. "Divided: The Two Americas-Examining Club Convergence in the U.S," MPRA Paper 98274, University Library of Munich, Germany.
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    6. Beatrice D. Simo-Kengne, 2022. "Tourism growth and environmental sustainability: trade-off or convergence?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 24(6), pages 8115-8144, June.
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    Keywords

    Club convergence; Inequality measures; Panel data; U.S.;
    All these keywords.

    JEL classification:

    • C22 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Time-Series Models; Dynamic Quantile Regressions; Dynamic Treatment Effect Models; Diffusion Processes
    • D63 - Microeconomics - - Welfare Economics - - - Equity, Justice, Inequality, and Other Normative Criteria and Measurement

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