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The persistence of inequality across Indian states

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  • Sanghamitra Bandyopadhyay

Abstract

The persistence of regional inequalities in developing countries is well recognised to be of great concern. In this paper I track stochastic convergence in relative incomes for Indian states between 1960-2011 with the intent to identify high persistence and mean reversal. Traditional unit root tests suggest that shocks to relative incomes across the Indian states are permanent thus contradicting the stochastic convergence hypothesis. Interval estimates of the largest autoregressive root for the relative incomes of 15 Indian states are very wide. However, confidence interval estimates of the half life of the relative income shocks, that are robust to high persistence and small samples, reveal that in most cases they die out within 10 years, suggesting mean reversion for a large number of states. Finally, I estimate a fractionally integrated model and obtain mixed evidence of mean reversion in the data, with six out of the fifteen states experiencing mean reversion. In sum, while the evidence obtained does not support the stochastic convergence hypothesis, our findings reveal that the relative incomes have a relatively short half life and that some states relative incomes are mean-everting. This result is encouraging and in contrast to earlier studies which indicate long term divergence and polarisation (Bandyopadhyay 2011).

Suggested Citation

  • Sanghamitra Bandyopadhyay, 2016. "The persistence of inequality across Indian states," CSAE Working Paper Series 2016-26, Centre for the Study of African Economies, University of Oxford.
  • Handle: RePEc:csa:wpaper:2016-26
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    1. Kamakshya Trivedi, 2002. "Regional Convergence and Catch-up in India between 1960 and 1992," Economics Series Working Papers 2003-W01, University of Oxford, Department of Economics.
    2. Bruce E. Hansen, 1999. "The Grid Bootstrap And The Autoregressive Model," The Review of Economics and Statistics, MIT Press, vol. 81(4), pages 594-607, November.
    3. Easterly, William & Kremer, Michael & Pritchett, Lant & Summers, Lawrence H., 1993. "Good policy or good luck?: Country growth performance and temporary shocks," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 459-483, December.
    4. Steven N. Durlauf & Paul A. Johnson & Jonathan R. W. Temple, 2009. "The Econometrics of Convergence," Palgrave Macmillan Books, in: Terence C. Mills & Kerry Patterson (ed.), Palgrave Handbook of Econometrics, chapter 23, pages 1087-1118, Palgrave Macmillan.
    5. Pedroni, Peter & Yao, James Yudong, 2006. "Regional income divergence in China," Journal of Asian Economics, Elsevier, vol. 17(2), pages 294-315, April.
    6. 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.
    7. Marcelo Mello & Roberto Guimaraes-Filho, 2007. "A note on fractional stochastic convergence," Economics Bulletin, AccessEcon, vol. 3(16), pages 1-14.
    8. Walter Kramer & Philipp Sibbertsen, 2002. "Testing for Structural Changes in the Presence of Long Memory," International Journal of Business and Economics, School of Management Development, Feng Chia University, Taichung, Taiwan, vol. 1(3), pages 235-242, December.
    9. Caner, M. & Kilian, L., 2001. "Size distortions of tests of the null hypothesis of stationarity: evidence and implications for the PPP debate," Journal of International Money and Finance, Elsevier, vol. 20(5), pages 639-657, October.
    10. Sims,Christopher A. (ed.), 1994. "Advances in Econometrics," Cambridge Books, Cambridge University Press, number 9780521444606.
    11. Lant Pritchett & Lawrence H. Summers, 2013. "Asia-phoria meet regression to the mean," Proceedings, Federal Reserve Bank of San Francisco, issue Nov, pages 1-35.
    12. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    13. Nicola Gennaioli & Rafael La Porta & Florencio Lopez De Silanes & Andrei Shleifer, 2014. "Growth in regions," Journal of Economic Growth, Springer, vol. 19(3), pages 259-309, September.
      • Nicola Gennaioli & Rafael LaPorta & Florencio Lopez-de-Silanes & Andrei Shleifer, "undated". "Growth in Regions," Working Paper 73436, Harvard University OpenScholar.
      • Nicola Gennaioli & Rafael La Porta & Florencio Lopez de Silanes & Andrei Shleifer, 2013. "Growth in Regions," NBER Working Papers 18937, National Bureau of Economic Research, Inc.
    14. Rossi, Barbara, 2005. "Confidence Intervals for Half-Life Deviations From Purchasing Power Parity," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 432-442, October.
    15. Josep Carrion-i-Silvestre & Vicente German-Soto, 2009. "Panel data stochastic convergence analysis of the Mexican regions," Empirical Economics, Springer, vol. 37(2), pages 303-327, October.
    16. Durlauf, Steven N, 1996. "A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
    17. Michelacci, Claudio & Zaffaroni, Paolo, 2000. "(Fractional) beta convergence," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 129-153, February.
    18. Sanghamitra Bandyopadhyay, 2001. "Twin Peaks: Convergence Empirics of Economic Growth across Indian States," WIDER Working Paper Series DP2001-142, World Institute for Development Economic Research (UNU-WIDER).
    19. Juan J. Dolado & Jesus Gonzalo & Laura Mayoral, 2002. "A Fractional Dickey-Fuller Test for Unit Roots," Econometrica, Econometric Society, vol. 70(5), pages 1963-2006, September.
    20. Mauro Costantini & Giuseppe Arbia, 2006. "Testing the stochastic convergence of Italian regions using panel data," Applied Economics Letters, Taylor & Francis Journals, vol. 13(12), pages 775-783.
    21. Hsu, Chih-Chiang, 2001. "Change point estimation in regressions with I(d) variables," Economics Letters, Elsevier, vol. 70(2), pages 147-155, February.
    22. Stock, James H., 1991. "Confidence intervals for the largest autoregressive root in U.S. macroeconomic time series," Journal of Monetary Economics, Elsevier, vol. 28(3), pages 435-459, December.
    23. Cederman, Lars-Erik & Weidmann, Nils B. & Gleditsch, Kristian Skrede, 2011. "Horizontal Inequalities and Ethnonationalist Civil War: A Global Comparison," American Political Science Review, Cambridge University Press, vol. 105(3), pages 478-495, August.
    24. Chi-Wei Su & Hsu-Ling Chang, 2013. "Is income converging in China?," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 21(2), pages 341-356, April.
    25. Sanghamitra Bandyopadhyay, 2011. "Rich States, Poor States: Convergence And Polarisation In India," Scottish Journal of Political Economy, Scottish Economic Society, vol. 58(3), pages 414-436, July.
    26. Piketty, Thomas, 2000. "Theories of persistent inequality and intergenerational mobility," Handbook of Income Distribution, in: A.B. Atkinson & F. Bourguignon (ed.), Handbook of Income Distribution, edition 1, volume 1, chapter 8, pages 429-476, Elsevier.
    27. Sims,Christopher A. (ed.), 1994. "Advances in Econometrics," Cambridge Books, Cambridge University Press, number 9780521444590.
    28. Roland Hodler & Paul A. Raschky, 2014. "Regional Favoritism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 995-1033.
    29. Rahman, Md Habibur & Hossain, Md Sakhawat, 2009. "Convergence in Per Capita Income across Regions in Bangladesh," Bangladesh Development Studies, Bangladesh Institute of Development Studies (BIDS), vol. 32(1), pages 45-60, March.
    30. Gudrun Østby, 2008. "Polarization, Horizontal Inequalities and Violent Civil Conflict," Journal of Peace Research, Peace Research Institute Oslo, vol. 45(2), pages 143-162, March.
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    Cited by:

    1. Vaseem Akram & Jabir Ali, 2021. "Output convergence at sector level across Indian states: Evidence from weak sigma and club convergence analysis," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(7), pages 1166-1188, October.

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    More about this item

    Keywords

    Inequality; Stochastic Convergence; Half Life; Fractional Integration; India;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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