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Loan loss provisioning of US banks: Economic policy uncertainty and discretionary behavior

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  • Danisman, Gamze Ozturk
  • Demir, Ender
  • Ozili, Peterson

Abstract

This paper examines the effect of economic policy uncertainty (EPU) on loan loss provisions (LLP). Using a sample of 6384 US banks and yearly data from 2009 to 2019 and addressing endogeneity (GMM and IV estimations), the findings reveal that in times of higher economic policy uncertainty, banks tend to increase their loan loss provisioning. Considering the four components of EPU, the findings document that the majority of the explanatory power on loan loss provisions originates from news-based and tax expiration indices. Moreover, US banks discretionally use loan loss provisions in normal times, especially for capital management and income smoothing. In uncertain times, they use provisions for income smoothing rather than capital management and after controlling for the discretionary behavior, the positive relationship of EPU and LLPs continue to hold. Additional analysis indicates that private banks conduct more income smoothing through provisions in uncertain times as compared to listed banks. The findings of the study highlight EPU as an additional procyclical factor to influence bank provisioning behavior and offer some relevant policy implications.

Suggested Citation

  • Danisman, Gamze Ozturk & Demir, Ender & Ozili, Peterson, 2021. "Loan loss provisioning of US banks: Economic policy uncertainty and discretionary behavior," International Review of Economics & Finance, Elsevier, vol. 71(C), pages 923-935.
  • Handle: RePEc:eee:reveco:v:71:y:2021:i:c:p:923-935
    DOI: 10.1016/j.iref.2020.10.016
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    as
    1. Gründler, Klaus & Potrafke, Niklas, 2019. "Corruption and economic growth: New empirical evidence," European Journal of Political Economy, Elsevier, vol. 60(C).
    2. Asokan Anandarajan & Iftekhar Hasan & Cornelia McCarthy, 2007. "Use of loan loss provisions for capital, earnings management and signalling by Australian banks," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 47(3), pages 357-379, September.
    3. Laeven, Luc & Majnoni, Giovanni, 2003. "Loan loss provisioning and economic slowdowns: too much, too late?," Journal of Financial Intermediation, Elsevier, vol. 12(2), pages 178-197, April.
    4. Domenico Curcio & Iftekhar Hasan, 2015. "Earnings and capital management and signaling: the use of loan-loss provisions by European banks," The European Journal of Finance, Taylor & Francis Journals, vol. 21(1), pages 26-50, January.
    5. Soedarmono, Wahyoe & Pramono, Sigid Eko & Tarazi, Amine, 2017. "The procyclicality of loan loss provisions in Islamic banks," Research in International Business and Finance, Elsevier, vol. 39(PB), pages 911-919.
    6. Bilgin, Mehmet Huseyin & Danisman, Gamze Ozturk & Demir, Ender & Tarazi, Amine, 2021. "Bank credit in uncertain times: Islamic vs. conventional banks," Finance Research Letters, Elsevier, vol. 39(C).
    7. Nguyen, Nam H. & Phan, Hieu V., 2017. "Policy Uncertainty and Mergers and Acquisitions," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(2), pages 613-644, April.
    8. Jeffrey Ng & Walid Saffar & Janus Jian Zhang, 2020. "Policy uncertainty and loan loss provisions in the banking industry," Review of Accounting Studies, Springer, vol. 25(2), pages 726-777, June.
    9. Bikker, J.A. & Metzemakers, P.A.J., 2005. "Bank provisioning behaviour and procyclicality," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 15(2), pages 141-157, April.
    10. Aristei, David & Gallo, Manuela, 2019. "Loan loss provisioning by Italian banks: Managerial discretion, relationship banking, functional distance and bank risk," International Review of Economics & Finance, Elsevier, vol. 60(C), pages 238-256.
    11. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    12. Kanagaretnam, Kiridaran & Krishnan, Gopal V. & Lobo, Gerald J., 2009. "Is the market valuation of banks' loan loss provision conditional on auditor reputation?," Journal of Banking & Finance, Elsevier, vol. 33(6), pages 1039-1047, June.
    13. repec:cii:cepiei:2012-q4-132-3 is not listed on IDEAS
    14. Bordo, Michael D. & Duca, John V. & Koch, Christoffer, 2016. "Economic policy uncertainty and the credit channel: Aggregate and bank level U.S. evidence over several decades," Journal of Financial Stability, Elsevier, vol. 26(C), pages 90-106.
    15. Scott R. Baker & Nicholas Bloom & Brandice Canes-Wrone & Steven J. Davis & Jonathan Rodden, 2014. "Why Has US Policy Uncertainty Risen since 1960?," American Economic Review, American Economic Association, vol. 104(5), pages 56-60, May.
    16. Vincent Bouvatier & Laetitia Lepetit, 2012. "Effects of Loan Loss Provisions on Growth in Bank Lending: Some International Comparisons," International Economics, CEPII research center, issue 132, pages 91-116.
    17. Beatty, Anne & Liao, Scott, 2011. "Do delays in expected loss recognition affect banks' willingness to lend?," Journal of Accounting and Economics, Elsevier, vol. 52(1), pages 1-20, June.
    18. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    19. Gazi I Kara & Youngsuk Yook, 2019. "Policy Uncertainty and Bank Mortgage Credit," BIS Working Papers 820, Bank for International Settlements.
    20. Zelong He & Jijun Niu, 2018. "The effect of economic policy uncertainty on bank valuations," Applied Economics Letters, Taylor & Francis Journals, vol. 25(5), pages 345-347, March.
    21. Talavera, Oleksandr & Tsapin, Andriy & Zholud, Oleksandr, 2012. "Macroeconomic uncertainty and bank lending: The case of Ukraine," Economic Systems, Elsevier, vol. 36(2), pages 279-293.
    22. Hu, Shiwei & Gong, Di, 2019. "Economic policy uncertainty, prudential regulation and bank lending," Finance Research Letters, Elsevier, vol. 29(C), pages 373-378.
    23. Bouvatier, Vincent & Lepetit, Laetitia & Strobel, Frank, 2014. "Bank income smoothing, ownership concentration and the regulatory environment," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 253-270.
    24. Ozili, Peterson K., 2019. "Bank income smoothing, institutions and corruption," Research in International Business and Finance, Elsevier, vol. 49(C), pages 82-99.
    25. El Sood, Heba Abou, 2012. "Loan loss provisioning and income smoothing in US banks pre and post the financial crisis," International Review of Financial Analysis, Elsevier, vol. 25(C), pages 64-72.
    26. Stergios Leventis & Panagiotis E. Dimitropoulos & Asokan Anandarajan, 2012. "Signalling by banks using loan loss provisions: the case of the European Union," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 39(5), pages 604-618, September.
    27. Doan, Anh-Tuan & Lin, Kun-Li & Doong, Shuh-Chyi, 2020. "State-controlled banks and income smoothing. Do politics matter?," The North American Journal of Economics and Finance, Elsevier, vol. 51(C).
    28. Robert M. Bushman & Christopher D. Williams, 2015. "Delayed Expected Loss Recognition and the Risk Profile of Banks," Journal of Accounting Research, Wiley Blackwell, vol. 53(3), pages 511-553, June.
    29. Hyunseob Kim & Howard Kung, 2017. "The Asset Redeployability Channel: How Uncertainty Affects Corporate Investment," The Review of Financial Studies, Society for Financial Studies, vol. 30(1), pages 245-280.
    30. Lepetit, Laetitia & Strobel, Frank & Dickinson, David G., 2012. "Does uncertainty matter for loan charge-offs?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 22(2), pages 264-277.
    31. Gozgor, Giray & Demir, Ender & Belas, Jaroslav & Yesilyurt, Serkan, 2019. "Does economic uncertainty affect domestic credits? an empirical investigation," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 63(C).
    32. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    33. Ozili, Peterson K, 2019. "Bank Income Smoothing, Institutions and Corruption," MPRA Paper 92339, University Library of Munich, Germany.
    34. Stergios Leventis & Panagiotis E. Dimitropoulos & Asokan Anandarajan, 2012. "Signalling by banks using loan loss provisions: the case of the European Union," Journal of Economic Studies, Emerald Group Publishing, vol. 39(5), pages 604-618, December.
    35. Nguyen, Canh Phuc & Le, Thai-Ha & Su, Thanh Dinh, 2020. "Economic policy uncertainty and credit growth: Evidence from a global sample," Research in International Business and Finance, Elsevier, vol. 51(C).
    36. Vincent Bouvatier & Laetitia Lepetit, 2012. "Effects of Loan Loss Provisions on Growth in Bank Lending: Some International Comparisons," International Economics, CEPII research center, issue 132, pages 91-116.
    37. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    38. Brewer, Elijah & Deshmukh, Sanjay & Opiela, Timothy P., 2014. "Interest-rate uncertainty, derivatives usage, and loan growth in bank holding companies," Journal of Financial Stability, Elsevier, vol. 15(C), pages 230-240.
    39. DeBoskey, David Gregory & Jiang, Wei, 2012. "Earnings management and auditor specialization in the post-sox era: An examination of the banking industry," Journal of Banking & Finance, Elsevier, vol. 36(2), pages 613-623.
    40. Peterson, Ozili K. & Arun, Thankom G., 2018. "Income smoothing among European systemic and non-systemic banks," The British Accounting Review, Elsevier, vol. 50(5), pages 539-558.
    41. Kim, Jinyong & Kim, Mingook & Lee, Jeong Hwan, 2019. "The effect of TARP on loan loss provisions and bank transparency," Journal of Banking & Finance, Elsevier, vol. 102(C), pages 79-99.
    42. Gombola, Michael J. & Ho, Amy Yueh-Fang & Huang, Chin-Chuan, 2016. "The effect of leverage and liquidity on earnings and capital management: Evidence from U.S. commercial banks," International Review of Economics & Finance, Elsevier, vol. 43(C), pages 35-58.
    43. Balla, Eliana & Rose, Morgan J., 2015. "Loan loss provisions, accounting constraints, and bank ownership structure," Journal of Economics and Business, Elsevier, vol. 78(C), pages 92-117.
    44. Nagar, Venky & Schoenfeld, Jordan & Wellman, Laura, 2019. "The effect of economic policy uncertainty on investor information asymmetry and management disclosures," Journal of Accounting and Economics, Elsevier, vol. 67(1), pages 36-57.
    45. Beck, Paul J. & Narayanamoorthy, Ganapathi S., 2013. "Did the SEC impact banks' loan loss reserve policies and their informativeness?," Journal of Accounting and Economics, Elsevier, vol. 56(2), pages 42-65.
    46. Kanagaretnam, Kiridaran & Lobo, Gerald J & Mathieu, Robert, 2003. "Managerial Incentives for Income Smoothing through Bank Loan Loss Provisions," Review of Quantitative Finance and Accounting, Springer, vol. 20(1), pages 63-80, January.
    47. Małgorzata Olszak & Mateusz Pipień & Iwona Kowalska & Sylwia Roszkowska, 2017. "What Drives Heterogeneity of Cyclicality of Loan-Loss Provisions in the EU?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 51(1), pages 55-96, February.
    48. Mustafa Caglayan & Bing Xu, 2019. "Economic Policy Uncertainty Effects On Credit And Stability Of Financial Institutions," Bulletin of Economic Research, Wiley Blackwell, vol. 71(3), pages 342-347, July.
    49. Windmeijer, Frank, 2005. "A finite sample correction for the variance of linear efficient two-step GMM estimators," Journal of Econometrics, Elsevier, vol. 126(1), pages 25-51, May.
    50. Kanagaretnam, Kiridaran & Lobo, Gerald J. & Yang, Dong-Hoon, 2005. "Determinants of signaling by banks through loan loss provisions," Journal of Business Research, Elsevier, vol. 58(3), pages 312-320, March.
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    6. Ozili, Peterson Kitakogelu, 2021. "Bank earnings management using loan loss provisions: comparing the UK, France, South Africa and Egypt," MPRA Paper 108506, University Library of Munich, Germany.
    7. Ozili, Peterson Kitakogelu, 2021. "Economic policy uncertainty in banking: a literature review," MPRA Paper 108017, University Library of Munich, Germany.
    8. Ozili, Peterson K, 2022. "Determinants of bank income smoothing using loan loss provisions in the United Kingdom," MPRA Paper 112047, University Library of Munich, Germany.
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    More about this item

    Keywords

    Loan loss provisions; Economic policy uncertainty; Procyclicality; Income smoothing; Capital management; Banks;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • G38 - Financial Economics - - Corporate Finance and Governance - - - Government Policy and Regulation

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