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The risk of financial crises: Is it in real or financial factors?

Author

Listed:
  • Karolin Kirschenmann

    (Aalto University School of Business, Helsinki, Finland)

  • Tuomas Malinen

    (Helsinki Center of Economic Research, University of Helsinki, Finland)

  • Henri Nyberg

    (Helsinki Center of Economic Research, University of Helsinki, Finland)

Abstract

Are macroeconomic factors such as income inequality the real root causes of financial crises? We explore a variety of financial and macroeconomic variables to find the most reliable predictors for financial crises in 14 developed countries over a period of more than 100 years. Our results, based on a general-to-specific model selection process, indicate that the power to predict financial crises is distributed among several predictors, including income inequality and growth of bank credit. This is in line with the argument that the best predictive factors tend to vary in time.

Suggested Citation

  • Karolin Kirschenmann & Tuomas Malinen & Henri Nyberg, 2014. "The risk of financial crises: Is it in real or financial factors?," Working Papers 336, ECINEQ, Society for the Study of Economic Inequality.
    • Handle: RePEc:inq:inqwps:ecineq2014-336
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    File URL: http://www.ecineq.org/milano/WP/ECINEQ2014-336.pdf
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    1. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1994. "The Capital Inflows Problem: Concepts And Issues," Contemporary Economic Policy, Western Economic Association International, vol. 12(3), pages 54-66, July.
    2. Enrique G. Mendoza & Marco E. Terrones, 2008. "An Anatomy Of Credit Booms: Evidence From Macro Aggregates And Micro Data," NBER Working Papers 14049, National Bureau of Economic Research, Inc.
    3. 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.
    4. Perugini, Cristiano & Hölscher, Jens & Collie, Simon, 2013. "Inequality, credit expansion and financial crises," MPRA Paper 51336, University Library of Munich, Germany.
    5. Guillermo A. Calvo & Leonardo Leiderman & Carmen M. Reinhart, 1994. "The Capital Inflows Problem: Concepts And Issues," Contemporary Economic Policy, Western Economic Association International, vol. 12(3), pages 54-66, July.
    6. Roberto Perotti, 1993. "Political Equilibrium, Income Distribution, and Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(4), pages 755-776.
    7. 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.
    8. Anginer, Deniz & Demirguc-Kunt, Asli & Zhu, Min, 2014. "How does deposit insurance affect bank risk? Evidence from the recent crisis," Journal of Banking & Finance, Elsevier, vol. 48(C), pages 312-321.
    9. Demirguc-Kunt, Asli & Detragiache, Enrica, 2002. "Does deposit insurance increase banking system stability? An empirical investigation," Journal of Monetary Economics, Elsevier, vol. 49(7), pages 1373-1406, October.
    10. Matteo Iacoviello, 2008. "Household Debt and Income Inequality, 1963–2003," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 40(5), pages 929-965, August.
    11. J. Bradford De Long & Lawrence H. Summers, 1991. "Equipment Investment and Economic Growth," The Quarterly Journal of Economics, Oxford University Press, vol. 106(2), pages 445-502.
    12. Carmen M. Reinhart & Kenneth S. Rogoff, 2009. "Varieties of Crises and Their Dates," Introductory Chapters, in: This Time Is Different: Eight Centuries of Financial Folly, Princeton University Press.
    13. Anthony B. Atkinson & Salvatore Morelli, 2011. "Economic crises and Inequality," Human Development Research Papers (2009 to present) HDRP-2011-06, Human Development Report Office (HDRO), United Nations Development Programme (UNDP).
    14. Gorton, Gary, 1988. "Banking Panics and Business Cycles," Oxford Economic Papers, Oxford University Press, vol. 40(4), pages 751-781, December.
    15. Andrew Leigh, 2007. "How Closely Do Top Income Shares Track Other Measures of Inequality?," Economic Journal, Royal Economic Society, vol. 117(524), pages 619-633, November.
    16. 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.
    17. Mr. Fabian Valencia & Mr. Luc Laeven, 2008. "Systemic Banking Crises: A New Database," IMF Working Papers 2008/224, International Monetary Fund.
    18. Michael Kumhof & Romain Rancière & Pablo Winant, 2015. "Inequality, Leverage, and Crises," American Economic Review, American Economic Association, vol. 105(3), pages 1217-1245, March.
    19. William Crowder & Pieter de Jong, 2009. "Does investment lead to greater output? A panel error-correction model analysis," Applied Economics, Taylor & Francis Journals, vol. 43(7), pages 773-785.
    20. Engelbert Stockhammer, 2012. "Rising Inequality as a Root Cause of the Present Crisis," Working Papers wp282, Political Economy Research Institute, University of Massachusetts at Amherst.
    21. Claessens, Stijn & Ayhan Kose, M. & Terrones, Marco E., 2010. "The global financial crisis: How similar? How different? How costly?," Journal of Asian Economics, Elsevier, vol. 21(3), pages 247-264, June.
    22. Anthony Atkinson & Thomas Piketty, 2007. "Top incomes over the twentieth century: A contrast between continental european and english-speaking countries," Post-Print halshs-00754859, HAL.
    23. Òscar Jordà & Alan M. Taylor, 2011. "Performance Evaluation of Zero Net-Investment Strategies," NBER Working Papers 17150, National Bureau of Economic Research, Inc.
    24. Bénédicte Vidaillet & V. d'Estaintot & P. Abécassis, 2005. "Introduction," Post-Print hal-00287137, HAL.
    25. Travis J. Berge & Òscar Jordà, 2011. "Evaluating the Classification of Economic Activity into Recessions and Expansions," American Economic Journal: Macroeconomics, American Economic Association, vol. 3(2), pages 246-277, April.
    26. Barrell, Ray & Davis, E. Philip & Karim, Dilruba & Liadze, Iana, 2010. "Bank regulation, property prices and early warning systems for banking crises in OECD countries," Journal of Banking & Finance, Elsevier, vol. 34(9), pages 2255-2264, September.
    27. Michael Bordo & Barry Eichengreen & Daniela Klingebiel & Maria Soledad Martinez-Peria, 2001. "Is the crisis problem growing more severe?," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 16(32), pages 52-82.
    28. Ajit Singh, 1998. "Financial liberalisation, stockmarkets and economic development," Nova Economia, Economics Department, Universidade Federal de Minas Gerais (Brazil), vol. 8(1), pages 165-182.
    29. Roy, Saktinil & Kemme, David M., 2012. "Causes of banking crises: Deregulation, credit booms and asset bubbles, then and now," International Review of Economics & Finance, Elsevier, vol. 24(C), pages 270-294.
    30. Stephen G. Cecchetti & Marion Kohler & Christian Upper, 2009. "Financial crises and economic activity," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, pages 89-135.
    31. Fishman, Arthur & Simhon, Avi, 2002. "The Division of Labor, Inequality and Growth," Journal of Economic Growth, Springer, vol. 7(2), pages 117-136, June.
    32. Raghuram G. Rajan, 2010. "Fault Lines: How Hidden Fractures Still Threaten the World Economy," Economics Books, Princeton University Press, edition 1, number 9111.
    33. Jean-Paul Fitoussi & Francesco Saraceno, 2009. "How Deep is a Crisis? Policy Responses and Structural Factors Behind Diverging Performances," Documents de Travail de l'OFCE 2009-31, Observatoire Francais des Conjonctures Economiques (OFCE).
    34. 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.
    35. Zarnowitz, Victor & Moore, Geoffrey H, 1982. "Sequential Signals of Recession and Recovery," The Journal of Business, University of Chicago Press, vol. 55(1), pages 57-85, January.
    36. Karen E. Dynan & Jonathan Skinner & Stephen P. Zeldes, 2004. "Do the Rich Save More?," Journal of Political Economy, University of Chicago Press, vol. 112(2), pages 397-444, April.
    37. In't Veld, Jan & Raciborski, Rafal & Ratto, Marco & Roeger, Werner, 2011. "The recent boom-bust cycle: The relative contribution of capital flows, credit supply and asset bubbles," European Economic Review, Elsevier, vol. 55(3), pages 386-406, April.
    38. Demirguc-Kunt, Asli & Huizinga, Harry, 2004. "Market discipline and deposit insurance," Journal of Monetary Economics, Elsevier, vol. 51(2), pages 375-399, March.
    39. Demirguc-Kunt, Asli & Karacaovali, Baybars & Laeven, Luc, 2005. "Deposit insurance around the world : a comprehensive database," Policy Research Working Paper Series 3628, The World Bank.
    40. Taylor, Alan M., 2002. "A century of current account dynamics," Journal of International Money and Finance, Elsevier, vol. 21(6), pages 725-748, November.
    41. Mr. Fabian Valencia & Mr. Luc Laeven, 2012. "Systemic Banking Crises Database: An Update," IMF Working Papers 2012/163, International Monetary Fund.
    42. Mr. Romain Ranciere & Mr. Nathaniel A. Throckmorton & Mr. Michael Kumhof & Ms. Claire Lebarz & Mr. Alexander W. Richter, 2012. "Income Inequality and Current Account Imbalances," IMF Working Papers 2012/008, International Monetary Fund.
    43. Atkinson, A. B. & Piketty, Thomas (ed.), 2007. "Top Incomes Over the Twentieth Century: A Contrast Between Continental European and English-Speaking Countries," OUP Catalogue, Oxford University Press, number 9780199286881.
    44. Asli Demirgüç-Kunt & Enrica Detragiache, 1998. "The Determinants of Banking Crises in Developing and Developed Countries," IMF Staff Papers, Palgrave Macmillan, vol. 45(1), pages 81-109, March.
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    Cited by:

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    2. Mark Setterfield & Yun K Kim, 2020. "Varieties of capitalism, increasing income inequality and the sustainability of long-run growth," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 44(3), pages 559-582.

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    More about this item

    Keywords

    bank loans; income inequality; fixed effects logit.;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C53 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Forecasting and Prediction Models; Simulation Methods
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • G01 - Financial Economics - - General - - - Financial Crises

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