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Financial Development, Rule of Law and Wealth Inequality: Bayesian Model Averaging Evidence

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  • Roman Horvath

    (Charles University, Prague)

  • Eva Horvatova
  • Maria Siranova

Abstract

We examine the determinants of financial development using our global sample and employing a rich set of measures of financial development that assess the degree of depth, access, stability and efficiency of financial intermediaries. We use Bayesian model averaging to test competing theories within this unifying framework. Examining nearly 40 potential determinants of financial development, we find that the rule of law and the level of economic development are the most important. Wealth inequality is irrelevant for banking sector development but positively associated with stock market development. Finally, our results suggest that financial market regulations matter for stock market efficiency and financial stability.

Suggested Citation

  • Roman Horvath & Eva Horvatova & Maria Siranova, 2017. "Financial Development, Rule of Law and Wealth Inequality: Bayesian Model Averaging Evidence," Working Papers 368, Leibniz Institut für Ost- und Südosteuropaforschung (Institute for East and Southeast European Studies).
  • Handle: RePEc:ost:wpaper:368
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    References listed on IDEAS

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    1. Chinn, Menzie D. & Ito, Hiro, 2006. "What matters for financial development? Capital controls, institutions, and interactions," Journal of Development Economics, Elsevier, vol. 81(1), pages 163-192, October.
    2. Laeven, Luc & Levine, Ross, 2007. "Is there a diversification discount in financial conglomerates?," Journal of Financial Economics, Elsevier, vol. 85(2), pages 331-367, August.
    3. Iftekhar Hasan & Roman Horvath & Jan Mares, 2018. "What Type of Finance Matters for Growth? Bayesian Model Averaging Evidence," The World Bank Economic Review, World Bank, vol. 32(2), pages 383-409.
    4. Demirguc, Asli & Huizinga, Harry, 1999. "Determinants of Commercial Bank Interest Margins and Profitability: Some International Evidence," The World Bank Economic Review, World Bank, vol. 13(2), pages 379-408, May.
    5. Cihak, Martin & Demirguc-Kunt, Asli & Feyen, Erik & Levine, Ross, 2013. "Financial Development in 205 Economies, 1960 to 2010," Journal of Financial Perspectives, EY Global FS Institute, vol. 1(2), pages 17-36.
    6. repec:zbw:bofrdp:2015_017 is not listed on IDEAS
    7. Enrique Moral-Benito, 2012. "Determinants of Economic Growth: A Bayesian Panel Data Approach," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 566-579, May.
    8. Shushu Li & Jinglan Zhang & Yong Ma, 2015. "Financial Development, Environmental Quality and Economic Growth," Sustainability, MDPI, vol. 7(7), pages 1-22, July.
    9. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    10. Steven N. Durlauf & Andros Kourtellos & Chih Ming Tan, 2008. "Are Any Growth Theories Robust?," Economic Journal, Royal Economic Society, vol. 118(527), pages 329-346, March.
    11. Carmen Fernandez & Eduardo Ley & Mark F. J. Steel, 2001. "Model uncertainty in cross-country growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(5), pages 563-576.
    12. Stulz, Rene M. & Williamson, Rohan, 2003. "Culture, openness, and finance," Journal of Financial Economics, Elsevier, vol. 70(3), pages 313-349, December.
    13. Thomas Piketty & Gabriel Zucman, 2014. "Capital is Back: Wealth-Income Ratios in Rich Countries 1700–2010," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1255-1310.
    14. Feldkircher, Martin & Horvath, Roman & Rusnak, Marek, 2014. "Exchange market pressures during the financial crisis: A Bayesian model averaging evidence," Journal of International Money and Finance, Elsevier, vol. 40(C), pages 21-41.
    15. Antonio Ciccone & Marek Jarociński, 2010. "Determinants of Economic Growth: Will Data Tell?," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(4), pages 222-246, October.
    16. Yongfu Huang, 2011. "Determinants of Financial Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-30249-5.
    17. Ito, Hiro, 2006. "Financial development and financial liberalization in Asia: Thresholds, institutions and the sequence of liberalization," The North American Journal of Economics and Finance, Elsevier, vol. 17(3), pages 303-327, December.
    18. Beck, Thorsten & Demirguc-Kunt, Asli & Martinez Peria, Maria Soledad, 2007. "Reaching out: Access to and use of banking services across countries," Journal of Financial Economics, Elsevier, vol. 85(1), pages 234-266, July.
    19. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2003. "Law, endowments, and finance," Journal of Financial Economics, Elsevier, vol. 70(2), pages 137-181, November.
    20. Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1998. "Law and Finance," Journal of Political Economy, University of Chicago Press, vol. 106(6), pages 1113-1155, December.
    21. 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.
    22. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The Role of Social Capital in Financial Development," American Economic Review, American Economic Association, vol. 94(3), pages 526-556, June.
    23. Christofides, Charis & Eicher, Theo S. & Papageorgiou, Chris, 2016. "Did established Early Warning Signals predict the 2008 crises?," European Economic Review, Elsevier, vol. 81(C), pages 103-114.
    24. Michael Kumhof & Romain Rancière & Pablo Winant, 2015. "Inequality, Leverage, and Crises," American Economic Review, American Economic Association, vol. 105(3), pages 1217-1245, March.
    25. Petra Valickova & Tomas Havranek & Roman Horvath, 2015. "Financial Development And Economic Growth: A Meta-Analysis," Journal of Economic Surveys, Wiley Blackwell, vol. 29(3), pages 506-526, July.
    26. Beck, Thorsten & Degryse, Hans & Kneer, Christiane, 2014. "Is more finance better? Disentangling intermediation and size effects of financial systems," Journal of Financial Stability, Elsevier, vol. 10(C), pages 50-64.
    27. Theo S. Eicher & Chris Papageorgiou & Adrian E. Raftery, 2011. "Default priors and predictive performance in Bayesian model averaging, with application to growth determinants," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(1), pages 30-55, January/F.
    28. John Turner & Wenwen Zhan, 2012. "Property rights and competing for the affections of Demos: the impact of the 1867 Reform Act on stock prices," Public Choice, Springer, vol. 150(3), pages 609-631, March.
    29. Perotti, Enrico & Schwienbacher, Armin, 2009. "The political origin of pension funding," Journal of Financial Intermediation, Elsevier, vol. 18(3), pages 384-404, July.
    30. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    31. James R. Barth & Gerard Caprio & Ross Levine, 2013. "Bank regulation and supervision in 180 countries from 1999 to 2011," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 5(2), pages 111-219, May.
    32. Martin Feldkircher & Stefan Zeugner, 2009. "Benchmark Priors Revisited: On Adaptive Shrinkage and the Supermodel Effect in Bayesian Model Averaging," IMF Working Papers 2009/202, International Monetary Fund.
    33. Michael Kumhof & Romain Rancière & Pablo Winant, 2015. "Inequality, Leverage, and Crises," Post-Print halshs-01511070, HAL.
    34. Yongfu Huang, 2011. "General Determinants of Financial Development," Palgrave Macmillan Books, in: Determinants of Financial Development, chapter 2, pages 10-63, Palgrave Macmillan.
    35. Xavier Sala-I-Martin & Gernot Doppelhofer & Ronald I. Miller, 2004. "Determinants of Long-Term Growth: A Bayesian Averaging of Classical Estimates (BACE) Approach," American Economic Review, American Economic Association, vol. 94(4), pages 813-835, September.
    36. Li, Kai, 2007. "The growth in equity market size and trading activity: An international study," Journal of Empirical Finance, Elsevier, vol. 14(1), pages 59-90, January.
    37. Enrico C. Perotti & Ernst-Ludwig von Thadden, 2006. "The Political Economy of Corporate Control and Labor Rents," Journal of Political Economy, University of Chicago Press, vol. 114(1), pages 145-174, February.
    38. Liang, Feng & Paulo, Rui & Molina, German & Clyde, Merlise A. & Berger, Jim O., 2008. "Mixtures of g Priors for Bayesian Variable Selection," Journal of the American Statistical Association, American Statistical Association, vol. 103, pages 410-423, March.
    39. Mohammed Ziaur Rehman & Nasir Ali & Najeeb Muhammad Nasir, 2015. "Financial Development, Savings and Economic Growth: Evidence from Bahrain Using VAR," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 6(2), pages 112-123, April.
    40. Huang, Yongfu, 2010. "Political Institutions and Financial Development: An Empirical Study," World Development, Elsevier, vol. 38(12), pages 1667-1677, December.
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    3. Akisik, Orhan, 2020. "The impact of financial development, IFRS, and rule of LAW on foreign investments: A cross-country analysis," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 815-838.

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    More about this item

    Keywords

    Financial development; Bayesian model averaging; rule of law; wealth inequality;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G20 - Financial Economics - - Financial Institutions and Services - - - General

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