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Does inequality lead to credit growth? Testing the Rajan hypothesis using state-level data

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  • Yamarik, Steven
  • El-Shagi, Makram
  • Yamashiro, Guy

Abstract

This paper uses state-level data to test the Rajan hypothesis, from his book Fault Lines, that an increase in inequality can lead to a credit boom. Using dynamic heterogeneous panel estimation methods (i.e. MG, PMG, DFE), we find a significant positive long-run relationship between inequality and real estate lending across U.S. states.

Suggested Citation

  • Yamarik, Steven & El-Shagi, Makram & Yamashiro, Guy, 2016. "Does inequality lead to credit growth? Testing the Rajan hypothesis using state-level data," Economics Letters, Elsevier, vol. 148(C), pages 63-67.
  • Handle: RePEc:eee:ecolet:v:148:y:2016:i:c:p:63-67
    DOI: 10.1016/j.econlet.2016.09.004
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    1. Bassanini, Andrea & Scarpetta, Stefano, 2002. "Does human capital matter for growth in OECD countries? A pooled mean-group approach," Economics Letters, Elsevier, vol. 74(3), pages 399-405, February.
    2. Perugini, Cristiano & Hölscher, Jens & Collie, Simon, 2013. "Inequality, credit expansion and financial crises," MPRA Paper 51336, University Library of Munich, Germany.
    3. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    4. Berkmen, S. Pelin & Gelos, Gaston & Rennhack, Robert & Walsh, James P., 2012. "The global financial crisis: Explaining cross-country differences in the output impact," Journal of International Money and Finance, Elsevier, vol. 31(1), pages 42-59.
    5. Steve Bond & Asli Leblebicioglu & Fabio Schiantarelli, 2010. "Capital accumulation and growth: a new look at the empirical evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(7), pages 1073-1099, November/.
    6. El-Shagi, M. & Knedlik, T. & von Schweinitz, G., 2013. "Predicting financial crises: The (statistical) significance of the signals approach," Journal of International Money and Finance, Elsevier, vol. 35(C), pages 76-103.
    7. Philip R Lane & Gian Maria Milesi-Ferretti, 2011. "The Cross-Country Incidence of the Global Crisis," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 59(1), pages 77-110, April.
    8. Cristiano Perugini & Jens Hölscher & Simon Collie, 2016. "Inequality, credit and financial crises," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 40(1), pages 227-257.
    9. Moritz Schularick & Alan M. Taylor, 2012. "Credit Booms Gone Bust: Monetary Policy, Leverage Cycles, and Financial Crises, 1870-2008," American Economic Review, American Economic Association, vol. 102(2), pages 1029-1061, April.
    10. Carmen M. Reinhart & Graciela L. Kaminsky, 1999. "The Twin Crises: The Causes of Banking and Balance-of-Payments Problems," American Economic Review, American Economic Association, vol. 89(3), pages 473-500, June.
    11. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    12. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    13. Bordo, Michael D. & Meissner, Christopher M., 2012. "Does inequality lead to a financial crisis?," Journal of International Money and Finance, Elsevier, vol. 31(8), pages 2147-2161.
    14. Salvatore Morelli & Anthony Atkinson, 2015. "Inequality and crises revisited," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 32(1), pages 31-51, April.
    15. Mark Frank & Mark Price & Emmanuel Saez & Estelle Sommeiller, 2015. "Frank-Sommeiller-Price Series for Top Income Shares by US States since 1917," Technical Notes 201507, World Inequality Lab.
    16. Edmond Berisha & John Meszaros & Eric Olson, 2015. "Income inequality and household debt: a cointegration test," Applied Economics Letters, Taylor & Francis Journals, vol. 22(18), pages 1469-1473, December.
    17. repec:bla:obuest:v:61:y:1999:i:0:p:631-52 is not listed on IDEAS
    18. Xinhua Gu & Bihong Huang, 2014. "Does Inequality Lead to a Financial Crisis? Revisited," Review of Development Economics, Wiley Blackwell, vol. 18(3), pages 502-516, August.
    19. Tuomas Malinen, 2013. "Is there a relationship between income inequality and credit cycles?," Working Papers 292, ECINEQ, Society for the Study of Economic Inequality.
    20. Mathias Klein, 2015. "Inequality and household debt: a panel cointegration analysis," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(2), pages 391-412, May.
    21. Raghuram G. Rajan, 2010. "Fault Lines: How Hidden Fractures Still Threaten the World Economy," Economics Books, Princeton University Press, edition 1, number 9111.
    22. Stijn Claessens, 2010. "The Financial Crisis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 4(2), pages 177-196, May.
    23. G. S. Maddala & Shaowen Wu, 1999. "A Comparative Study of Unit Root Tests with Panel Data and a New Simple Test," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 631-652, November.
    24. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    25. Stijn Claessens & Giovanni Dell’Ariccia & Deniz Igan & Luc Laeven, 2010. "Cross-country experiences and policy implications from the global financial crisis [From Great Depression to Great Credit Crisis: Similarities, differences and lessons]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 25(62), pages 267-293.
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    Cited by:

    1. Meszaros, John, 2018. "Inequality and unionization within the United States," The Quarterly Review of Economics and Finance, Elsevier, vol. 67(C), pages 326-333.
    2. Fierro, Luca Eduardo & Giri, Federico & Russo, Alberto, 2023. "Inequality-constrained monetary policy in a financialized economy," Journal of Economic Behavior & Organization, Elsevier, vol. 216(C), pages 366-385.
    3. Rym Ayadi & Sami B. Naceur & Sandra Challita, 2023. "Does income inequality really matter for credit booms?," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 52(1), February.
    4. Vijverberg, Chu-Ping C., 2024. "Income inequality and household debt: A U.S. state-level spatial analysis," Economic Modelling, Elsevier, vol. 138(C).
    5. Mehmet Akif Destek & Bilge Koksel, 2019. "Income inequality and financial crises: evidence from the bootstrap rolling window," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 5(1), pages 1-23, December.
    6. Balcilar, Mehmet & Berisha, Edmond & Gupta, Rangan & Pierdzioch, Christian, 2021. "Time-varying evidence of predictability of financial stress in the United States over a century: The role of inequality," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 87-92.
    7. Suzuki, Shiba, 2018. "Inequality and asset fire sales," MPRA Paper 90906, University Library of Munich, Germany.
    8. El-Shagi, Makram & Fidrmuc, Jarko & Yamarik, Steven, 2020. "Inequality and credit growth in Russian regions," Economic Modelling, Elsevier, vol. 91(C), pages 550-558.
    9. van Netten, Jamie, 2023. "The relationship between inequality and bank credit in Australia," Warwick-Monash Economics Student Papers 54, Warwick Monash Economics Student Papers.
    10. Roman Matkovskyy, 2020. "A measurement of affluence and poverty interdependence across countries: Evidence from the application of tail copula," Bulletin of Economic Research, Wiley Blackwell, vol. 72(4), pages 404-416, October.
    11. Bodea, Cristina & Houle, Christian & Kim, Hyunwoo, 2021. "Do financial crises increase income inequality?," World Development, Elsevier, vol. 147(C).
    12. Yassin Elshain Yahia & Haiyun Liu & Abdalla Sirag & Sayyed Sadaqat Hussain Shah, 2020. "The Impacts of Intra-Trade on Industrialization: Evidence from COMESA," Asian Development Policy Review, Asian Economic and Social Society, vol. 8(2), pages 75-101, June.

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    More about this item

    Keywords

    Rajan; Inequality; Loans; Credit; PMG;
    All these keywords.

    JEL classification:

    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • H71 - Public Economics - - State and Local Government; Intergovernmental Relations - - - State and Local Taxation, Subsidies, and Revenue
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes

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