Olszak, Małgorzata and Pipień, Mateusz and Kowalska, Iwona and Roszkowska, Sylwia (2014): What drives heterogeneity of loan loss provisions’ procyclicality in the EU? Published in:
Preview |
PDF
MPRA_paper_56834.pdf Download (1MB) | Preview |
Abstract
This paper documents a large cross-bank and cross-country variation in the relationship between loan loss provisions and the business cycle and explores bank management specific, bank-activity specific and country specific (institutional and regulatory) features that explain this diversity in the European Union. Our results indicate that LLP in large, publicly traded and commercial banks, as well as in banks reporting in consolidated statements’ format, are more procyclical. Better investor protection and more restrictive bank regulations reduce the procyclicality of LLP. Additional evidence shows that moral hazard resulting from deposit insurance renders LLP more procyclical. We do not find support for the view that better quality of market monitoring mitigates the risk-taking behavior of banks. Our findings clearly indicate the empirical importance of earnings management for LLP procyclicality. Sensitivity of LLP to the business cycle seems to be limited in the case of banks which engage in more income smoothing and which apply prudent credit risk management.
Item Type: | MPRA Paper |
---|---|
Original Title: | What drives heterogeneity of loan loss provisions’ procyclicality in the EU? |
English Title: | What drives heterogeneity of loan loss provisions’ procyclicality in the EU? |
Language: | English |
Keywords: | loan loss provisions, procyclicality, earnings management, investor protection, bank regulation, bank supervision |
Subjects: | E - Macroeconomics and Monetary Economics > E3 - Prices, Business Fluctuations, and Cycles > E32 - Business Fluctuations ; Cycles E - Macroeconomics and Monetary Economics > E4 - Money and Interest Rates > E44 - Financial Markets and the Macroeconomy G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages |
Item ID: | 56834 |
Depositing User: | Dr Małgorzata Olszak |
Date Deposited: | 01 Jul 2014 17:02 |
Last Modified: | 29 Sep 2019 06:03 |
References: | Abreu M.,Mendes V., (2002) Commercial Bank Interest Margins and Profitability: Evidence from E.U. Countries. Working Paper Series, Porto. Ahmed A., Takeda C., Thomas S. (1999) Bank Loan Loss Provisions: A Re-examination of Capital Management, Earnings Management and Signaling Effects. Journal of Accounting and Economics 28, pp. 1-25. Albertazzi U., Gambacorta L. (2009) Bank profitability and the business cycle. Journal of Financial Stability 5 (2009), pp. 393-409. Allen F., Gale D. (2004) Competition and financial stability. Journal of Money, Credit and Banking 36 (2), pp. 453–480. Allen F., Carletti E., Marquez R. (2011) Credit Market Competition and Capital Regulation. Review of Financial Studies, 24 (4), pp. 983-1018. Anderson R.C., Fraser D.R. (2000) Corporate control, bank risk taking, and the health of banking industry. Journal of Banking and Finance 24 (8), 1383-1398. Arellano M., Bond S. (1991) Some test of specification for panel data: Monte Carlo evidence and application to employment equations. Review of Economic Studies 58, pp. 227-297. Athanasoglou P.P., Brissimis S.N., Delis M.D. (2008) Bank-specific, industry-specific and macroeconomic determinants of bank profitability. Journal of International Financial Markets, Institutions & Money 18 (2008), pp. 121-136. Bank for International Settlements (BIS), Financial Stability Board (FSB), International Monetary Fund (IMF) (2011) Macroprudential Policy Tools and Frameworks. Progress Report to G20, 27 October 2011. Barth J.R., Caprio G. Jr., Levine R. (2004) Bank regulation and supervision: what works best? Journal of Financial Intermediation 13, pp. 205–224. Barth J.R., Caprio G. Jr., Levine R. (2006) Rethinking Bank Regulation. Till Angels Govern. New York: Cambridge University Press. Barth J.R., Caprio G. Jr., Levine R. (2008) Bank Regulations Are Changing: For Better or Worse? Policy Research Working Paper 4646. World Bank. Barth J.R., Caprio G. Jr., Levine R. (2013) Measure it, improve it. Bank Regulation and Supervision in 180 Countries 1999-2011. Milken Institute. Beatty A.L., Ke B., Petroni K.R. (2002) Earnings Management to Avoid Earnings Declines across Publicly and Privately Held Banks. The Accounting Review, Vol. 77, No. 3, pp. 547-570. Beaver W.H., Engel E. (1996) Discretionary behavior with respect to allowances for loan losses and the behavior of security prices. Journal of Accounting and Economics 22, pp. 177-206. Beck T., Demirgüç-Kunt B., Levine R. (1999) A New Database on Financial Development and Structure. World Bank Policy Research Working Paper No. 2146. Beck T., Levine R. (2002) Industry growth and capital allocation: does having a market- or bank-based system matter? Journal of Financial Economics 64, pp. 147-180. Beck, T., Demirguc – Kunt, A. Maksimovic V., (2004) Bank Competition and Access to Finance: International Evidence. Journal of Money, Credit and Banking, Vol. 36, No. 3, pp. 627-648. Beck T. (2008) Bank competition and financial stability : Friends or foes ? Policy Research Working Paper Series 4656, The World Bank. Beck T., Demirgüç-Kunt B., Levine R. (2009) Financial Institutions and Markets across Countries and over Time. Data and Analysis, Policy Research Working Paper 4943, World Bank. Beck, T., De Jonghe O., Schepens G.(2013) Bank competition and stability: cross-country heterogeneity. Journal of Financial Intermediation Vol.22, pp. 218-244. Berger A., Herrig R.J., Szegö G.P. (1995) The role of capital in financial institutions. Journal of Banking and Finance, 19, pp. 393 – 430. Berger A.N., Dai Q., Ongena S., Smith D. (2003) To what extent will the banking system become globalized? A study of bank nationality and reach in 20 European countries. Journal of Banking and Finance 27, pp. 383–415. Berger A.N., De Young R., Udell G. (2001) Efficiency barriers to the consolidation of the European financial services industry. European Financial Management 7, pp. 117–130. Berger A., Miller N., Petersen M., Rajan R., Stein J. (2005) Does Function Follow Organizational Form? Evidence from the Lending Practices of Large and Small Banks, Journal of Financial Economics 76, pp. 237-269. Berger A.N., Udell G.F. (2003) The institutional memory hypothesis and the procyclicality of bank lending behavior. BIS Working Papers No 125, Basel: Bank for International Settlements. Berger A.N., Udell G.F. (2004) The institutional memory hypothesis and the procyclicality of bank lending behavior. Journal of Financial Intermediation No 13, pp. 458-495. Bikker J.A., Metzemakers P.A.J. (2005) Bank provisioning behaviour and procyclicality. Journal of International Financial Markets, Institutions and Money, Vol.15, pp. 141–157. Blundell R., Bond S., (1998) Initial conditions and moment restrictions in dynamic panel data model, Journal of Econometrics, 87(1), pp. 115-143. Borio C., Furfine C., Lowe P. (2001) Procyclicality of the financial system and financial stability: issues and policy options. BIS Papers No 1, Basel: Bank for International Settlements. Borio C. (2009) Implementing the macroprudential approach to financial regulations and supervision. Financial Stability Review, No 13 – The future of financial regulation, Banque de France, pp. 31-41. Borio C., Drehmann M. (2009) Towards an operational framework for financial stability: ‘fuzzy’ measurement and its consequences. BIS Working Papers, No. 284, Bank for International Settlements. Borio C. E., Zhu V. H. (2012) Capital Regulation, Risk-Taking, and Monetary Policy: A Missing Link in the Transmission Mechanism?, Journal of Financial Stability 8, pp. 236-251. Bouvatier V., Lepetit L. (2008) Banks’ procyclical behavior: does provisioning matter? Journal of International Financial Markets, Institutions and Money 18, pp. 513-526. Bouvatier V., Lepetit L. (2010) Effects of loan loss provisions on growth in bank lending: some international comparisons. Working paper. Boyd J. H., De Nicoló G. (2005) The theory of bank risk taking and competition revisited. Journal of Finance 60, pp. 1329–1343. Burgstahler D., Dichev I. (1997) Earnings management to avoid earnings decreases and losses. Journal of Accounting and Economics 24 (December), pp. 99-126. Chen X. (2007) Banking deregulation and credit risk: Evidence from the EU. Journal of Financial Stability 2, pp. 356-390. Claessens S., Kose M.A., Terrones M. E. (2010) The global financial crisis: How similar? How different? How costly? “Journal of Asian Economics” 21, pp. 247-264. Claessens S., Kose M.A., Terrones M. E. (2011) Financial Cycles: What? How? When?, “IMF Working Paper” WP/11/76. Claessens S., Kose M.A., Terrones M. E. (2012) How Do Business and Financial Cycles Interact?, Journal of International Economics 87, pp. 178-190. Committee on the Global Financial System (CGFS) (2010) Macroprudential instruments and framework: a stocktaking of issues and experiences, CGFS Papers No 38, Basel: Bank for International Settlements. Craig B., Dinger V. (2013) Deposit market competition, wholesale funding, and bank risk. Journal of Banking and Finance 37, pp. 3605-3622. De Haan J., Poghosyan T. (2012) Bank size, market concentration and bank earnings volatility in the US. Journal of International Financial Markets, Institutions, and Money 22(1), pp. 35-54. Demirguc-Kunt A., Detragiache E. (2002) Does deposit insurance increase banking system stability? An empirical investigation. Journal of Monetary Economics, 49(7), pp. 1373-1406. Demirguc-Kunt A., Huizinga H. (2004) Market discipline and deposit insurance. Journal of Monetary Economics, 51(2), pp. 375-399. Demirguc-Kunt A., Huizinga H. (2010) Bank activity and funding strategies: The impact on risk and returns. Journal of Financial Economics, 98(3), pp. 626-650. Demirguc-Kunt A., Kane E. (2002) Deposit Insurance around the Globe: Where Does It Work? Journal of Economic Perspectives, 16(2), pp. 175-195. Demirguc-Kunt A., Karacaovali B., Laeven L. (2005) Deposit Insurance around the World: A Comprehensive Database. Policy Research Paper, World Bank. Dietrich A., Wanzenried G. (2011) Determinants of bank profitability before and during the crisis: Evidence from Switzerland. Journal of International Financial Markets, Institutions & Money 21(2011), pp. 307-327. Djankov S., La Porta R., Lopez-de-Silanes F., Shleifer A. (2008) The law and economics of self-dealing. Journal of Financial Economics No. 88, pp. 430-465. Djankov S., McLiesh C., Shleifer A. (2007) Private credit in 129 countries. Journal of Financial Economics No. 84, pp. 299-329. El Sood H.A. (2011) Loan Loss Provisioning: Regulatory Capital Management, Income Smothing and Procyclicality, Lancaster University Managment School. Fonseca A.R., González F. (2008) Cross-country determinants of bank income smoothing by managing loan-loss provisions, Journal of Banking & Finance 32, pp. 217-228. Foos D., Norden L., Weber M. (2010) Loan growth and riskiness of banks, Journal of Banking & Finance 34, pp. 2929-2940. Freixas X., Loranth G., Morrison A.D. (2007) Regulating financial conglomerates. Journal of Financial Intermediation 16, pp. 479-514. Fu X. (M.), Lin Y. (R.) and Molyneux P. (2014) Bank competition and financial stability in Asia Pacific, Journal of Banking and Finance 38, pp. 64-77. Galati G., Moessner R. (2011) Macroprudential policy – a literature review. BIS Working Papers No. 337. Gerdesmeier D., Roffia B., Reimes H.-E. (2009) Monetary Developments and Asset Prices, ECB Working Paper No. 1068. Greenawalt M.B., Sinkey, J.F. (1988) Bank Loan-Loss Provisions and the Income-Smoothing Hypothesis: An Empirical Analysis, 1976-1984. Journal of Financial Services Research 1, pp. 301-318. Greene W.H. (2012) Econometric Analysis. New York University, Prentice Hall. Haq M., Heaney R. (2012) Factors determining European bank risk. Journal of International Financial Markets, Institutions & Money 22, pp. 696-718. Healy P.M., Whalen J.M. (1999) A Review of the Earnings Management Literature and its Implications for Standard Setting, Accounting Horizons, 13:4, pp. 365-383. Helbing T., Huidrom R., Kose M.A., Otrok Ch. (2011) Do credit shocks matter? A global perspective. European Economic Review 55, pp. 340-353. Hellmann T., Murdock K., Stiglitz J. (2000) Liberalization, moral hazard in banking and prudential regulation: are capital requirements enough? American Economic Review 90, pp. 147–165. Hume M., Sentance A. (2009) The Global Credit Boom: Challenges for Macroeconomics and Policy, Journal of International Money and Finance 28 (2009), pp. 1426–1461. International Monetary Fund (IMF) (2011) Macroprudential Policy: An Organizing Framework. Paper prepared by the Monetary and Capital Markets Department. International Monetary Fund. Jimenez G., Lopez J., Salas J. S. (2010) How Competition Impact Bank Risk Taking. Banco de Espana Working Paper 1005. Kane E.J. (2011) Redefining and containing systemic risk. Regulation and banking after the crisis. SUERF Study 2011/2, pp. 117-132. Kanagaretnam K., Lobo G.J., Mathieu R. (2003) Managerial Incentives for Income Smoothing Through Bank Loan Loss Provisions. Review of Quantitative Finance and Accounting, 20, pp. 63-80. Keeley M. C. (1990) Deposit insurance, risk and market power in banking. American Economic Review 80, pp. 1183–1200. Kishan R., Opiela T. (2000) Bank size, bank capital, and the bank lending channel. Journal of Money, Credit, and Banking 32, pp. 121–141. Kishan, R., and T. Opiela (2006) Bank Capital and Loan Asymmetry in the Transmission of Monetary Policy. Journal of Banking and Finance 30, pp. 259-285. Koch T.W., Wall L.D. (2000) Bank Loan-Loss Accounting: a review of Theoretical and Empirical Evidence. Economic Review Second Quarter 2000, Federal Reserve Bank of Atlanta. Konishi M., Yasuda Y. (2004) Factors affecting bank risk taking: evidence from Japan. Journal of Banking and Finance 28 (1), pp. 117-232. La Porta R., Lopez-de-Silanes F., Shleifer A., Vishny R.W. (1998) Law and finance. Journal of Political Economy 106 (6), pp. 1113–1155. La Porta R., Lopez-de-Silanes F., Shleifer A. (1999) Corporate ownership around the world. Journal of Finance 52, pp.1147-1170. La Porta R., Lopez-de-Silanes F., Shleifer A. (2002) Government ownership of commercial banks. Journal of Finance 57 (1), pp. 265–301. La Porta R., Lopez-de-Silanes F., Shleifer A. (2008) The Economic Consequences of Legal Origins. Journal of Economic Literature, Vol. 46, No. 2, pp. 285-332, Laeven L., Majnoni G. (2003) Loan loss provisioning and economic slowdowns: too much, too late?, Journal of Financial Intermediation 12(2003), pp. 178-197 Leuz Ch., Nanda D., Wysocki P. (2003) Earnings management and investor protection, Journal of Financial Economics 69, pp. 505-527. Liu Ch.-Ch., Ryan G.S. (2006) Income Smoothing over the Business Cycle: Changes in Banks’ Coordinated Management of Provisions for Loan Losses and Loan Charge-Offs from the Pre-1990 bust to the 1990s Boom. The Accounting Review, Vol. 81, No. 2, pp. 421-441. Laeven L., Majnoni G. (2003) Loan loss provisioning and economic slowdowns: too much, too late?, Journal of Financial Intermediation 12(2003), pp.178-197 Mendoza E.G., Terrones M.E. (2008) An Anatomy of Credit Booms: Evidence from Macro Aggregates and Firm Level Data, IMF Working Paper no. 08/226. Martinez-Miera D., Repullo R. (2010) Does competition reduce the risk of bank failure? Review of Financial Studies 23 (10), pp. 3638–3664. Noth F. (2011) Banking Competition and Real Sector Stability: Does the Risk Shifting Channel Exist? Goethe University Frankfurt Olszak M. (2014) General provisions for expected loan losses of EU banks in 1996 – 2012. Faculty of Management, University of Warsaw, Unpublished manuscript Obstfeld M. (2009) International finance and growth in developing countries: What have we learned? IMF Staff Papers, vol. 56, pp. 63-111. Roodman D. (2009) How to do xtabond2: An introduction to difference and system GMM in Stata, The Stata Journal 9(1), pp. 86–136 Repullo R. (2004) Capital requirements, market power, and risk-taking in banking. Journal of Financial Intermediation 13, 156-182. Schaeck K., Cihak M., Wolfe S. (2006) Are More Competitive Banking Systems More Stable? IMF Working paper WP/06/143. Schaeck K., Cihák M. (2010) Competition, efficiency and soundness in banking: An industrial organization perspective. Tilburg University European Banking Center Discussion Paper 2010–20S. Shen C., Chich H. (2005) Investor protection, prospect theory, and earnings management: An international comparison of the banking industry. Journal of Banking and Finance 29, pp. 2675-2697. Shrieves R.E., Dahl D. (2003) Discretionary accounting and the behavior of Japanese banks under financial duress. Journal of Banking and Finance 27, pp. 1219-1243. Schooner H.M., Taylor M.W. (2010) Global Bank Regulation. Principles and Policies. Elsevier, Academic Press. Schuler M., Heinemann F. (2002) How integrated are European retail financial markets? A cointegration analysis. Centre for European Economic Research (ZEW) Discussion paper, Mimeo. Stiglitz J.E. (2010) Freefall. America, Free Markets, and the Sinking of the World Economy. New York: Norton. Stiroh K.J. (2006) New evidence on the determinants of bank risk. Journal of Financial Services Research 30(3), pp. 464-472. Zhou Y. (2008) Capital Management and Loan Loss Provisions – the new U.S. Evidence Under the Basel Accord, Working Paper, University of Queensland, Australia. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/56834 |
Available Versions of this Item
- What drives heterogeneity of loan loss provisions’ procyclicality in the EU? (deposited 01 Jul 2014 17:02) [Currently Displayed]