IDEAS home Printed from https://ideas.repec.org/a/bla/rdevec/v25y2021i3p1150-1171.html
   My bibliography  Save this article

The persistence of inequality across Indian states: A time series approach

Author

Listed:
  • Sanghamitra Bandyopadhyay

Abstract

There is a growing literature on the importance of persistent regional inequalities in developing countries, with evidence that the lack of convergence in incomes across regions is associated with a rise in conflict and social unrest. However, there is a relative paucity of literature on the stochastic characteristics of gross domestic product at the sub‐national level. In this paper we identify new stochastic properties of Indian states' gross domestic product between 1960 and 2019 using a fractional stochastic convergence approach. We test for fractional stochastic convergence in relative incomes in order to identify high persistence and mean reversion. Interval estimates of the largest autoregressive coefficient for the relative incomes of Indian states are wide, thus including many alternatives that are persistent. Interval estimates of the half‐life of relative income shocks suggest that in several cases shocks die out within 0–10 years. Finally, we estimate a fractionally integrated model and obtain mixed evidence of mean reversion and non‐stationarity, with six out of 16 states experiencing mean reversion. These results are highly encouraging and contradict earlier studies which show long‐term divergence and polarization of regional incomes across Indian states, and are thus of great relevance to policy‐makers.

Suggested Citation

  • Sanghamitra Bandyopadhyay, 2021. "The persistence of inequality across Indian states: A time series approach," Review of Development Economics, Wiley Blackwell, vol. 25(3), pages 1150-1171, August.
  • Handle: RePEc:bla:rdevec:v:25:y:2021:i:3:p:1150-1171
    DOI: 10.1111/rode.12788
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/rode.12788
    Download Restriction: no

    File URL: https://libkey.io/10.1111/rode.12788?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. John Geweke & Susan Porter‐Hudak, 1983. "The Estimation And Application Of Long Memory Time Series Models," Journal of Time Series Analysis, Wiley Blackwell, vol. 4(4), pages 221-238, July.
    3. Mello, Marcelo, 2010. "Stochastic Convergence Across Brazilian States," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 30(1), October.
    4. 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.
    5. 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.
    6. 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.
    7. Pedroni, Peter & Yao, James Yudong, 2006. "Regional income divergence in China," Journal of Asian Economics, Elsevier, vol. 17(2), pages 294-315, April.
    8. 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.
    9. Marcelo Mello & Roberto Guimaraes-Filho, 2007. "A note on fractional stochastic convergence," Economics Bulletin, AccessEcon, vol. 3(16), pages 1-14.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. Dilip Mookherjee & Debraj Ray, 2003. "Persistent Inequality," Review of Economic Studies, Oxford University Press, vol. 70(2), pages 369-393.
    15. Durlauf, Steven N, 1996. "A Theory of Persistent Income Inequality," Journal of Economic Growth, Springer, vol. 1(1), pages 75-93, March.
    16. Michelacci, Claudio & Zaffaroni, Paolo, 2000. "(Fractional) beta convergence," Journal of Monetary Economics, Elsevier, vol. 45(1), pages 129-153, February.
    17. Mello, Marcelo, 2011. "Stochastic Convergence Across U.S. States," Macroeconomic Dynamics, Cambridge University Press, vol. 15(2), pages 160-183, April.
    18. 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.
    19. Bandyopadhyay, Sanghamitra, 2012. "Convergence clubs in incomes across Indian states: Is there evidence of a neighbours’ effect?," Economics Letters, Elsevier, vol. 116(3), pages 565-570.
    20. 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.
    21. 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.
    22. 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.
    23. Ankita Mishra & Vinod Mishra, 2018. "Re-examination of convergence hypothesis among Indian states in panel stationarity testing framework with structural breaks," Applied Economics, Taylor & Francis Journals, vol. 50(3), pages 268-286, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Sakiru Adebola Solarin & Carmen Lafuente & Luis A. Gil-Alana & Maria Jesus Gonzalez Blanch, 2022. "Inequality Persistence of 21 OECD Countries from 1870 to 2020: Linear and Non-Linear Fractional Integration Approaches," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(2), pages 711-725, November.
    2. 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.
    3. Priyanka Dutta & Hemanta Barman, 2022. "Services sector growth and interstate income divergence in India," Asia-Pacific Journal of Regional Science, Springer, vol. 6(3), pages 995-1015, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Sanghamitra Bandyopadhyay, 2016. "The persistence of inequality across Indian states," Working Papers 74, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
    2. Penna, Christiano Modesto & Linhares, Fabricio Carneiro, 2013. "Há controvérsia entre análises de beta e sigma-convergência no Brasil?," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 67(1), April.
    3. Mello, Marcelo, 2010. "Stochastic Convergence Across Brazilian States," Brazilian Review of Econometrics, Sociedade Brasileira de Econometria - SBE, vol. 30(1), October.
    4. Breinlich, Holger & Ottaviano, Gianmarco I.P. & Temple, Jonathan R.W., 2014. "Regional Growth and Regional Decline," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 4, pages 683-779, Elsevier.
    5. repec:fgv:epgrbe:v:67:n:1:a:6 is not listed on IDEAS
    6. repec:esx:essedp:729 is not listed on IDEAS
    7. Ulrich K. Müller & Mark W. Watson, 2020. "Low-Frequency Analysis of Economic Time Series," Working Papers 2020-13, Princeton University. Economics Department..
    8. Azariadis, Costas & Stachurski, John, 2005. "Poverty Traps," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 5, Elsevier.
    9. 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.
    10. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    11. Oded, Galor, 2011. "Inequality, Human Capital Formation, and the Process of Development," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 441-493, Elsevier.
    12. Samuel Bowles & Glenn C. Loury & Rajiv Sethi, 2014. "Group Inequality," Journal of the European Economic Association, European Economic Association, vol. 12(1), pages 129-152, February.
    13. Durlauf, Steven N. & Quah, Danny T., 1999. "The new empirics of economic growth," Handbook of Macroeconomics, in: J. B. Taylor & M. Woodford (ed.), Handbook of Macroeconomics, edition 1, volume 1, chapter 4, pages 235-308, Elsevier.
    14. Falilou Fall, 2005. "Endogenous persistent inequality," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00196084, HAL.
    15. Elena Pesavento & Barbara Rossi, 2006. "Small‐sample confidence intervals for multivariate impulse response functions at long horizons," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(8), pages 1135-1155, December.
    16. Chhavi Tiwari & Sankalpa Bhattacharjee & Debkumar Chakrabarti, 2020. "Investigating Regional Inequalities in India: Are Indian Districts Converging?," Journal of International Development, John Wiley & Sons, Ltd., vol. 32(5), pages 684-716, July.
    17. Bas Jacobs & Hongyan Yang, 2013. "Second-Best Income Taxation with Endogenous Human Capital and Borrowing Constraints," CESifo Working Paper Series 4155, CESifo.
    18. Valero, Anna & Van Reenen, John, 2019. "The economic impact of universities: Evidence from across the globe," Economics of Education Review, Elsevier, vol. 68(C), pages 53-67.
    19. Stanislav Anatolyev & Nikolay Gospodinov, 2012. "Asymptotics of near unit roots (in Russian)," Quantile, Quantile, issue 10, pages 57-71, December.
    20. Dilip Mookherjee & Debraj Ray, 2002. "Contractual Structure and Wealth Accumulation," American Economic Review, American Economic Association, vol. 92(4), pages 818-849, September.
    21. Vincenzo Lombardo, 2008. "Income distribution and Growth: A Critical Survey," Working Papers 11_2008, D.E.S. (Department of Economic Studies), University of Naples "Parthenope", Italy.
    22. Moav, Omer & Khazanov, Alexey & Neeman, Zvika & Zoabi, Hosny, 2018. "The Microfinance Disappointment: An Explanation based on Risk Aversion," CEPR Discussion Papers 12659, C.E.P.R. Discussion Papers.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:bla:rdevec:v:25:y:2021:i:3:p:1150-1171. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=1363-6669 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.