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The dynamic effects of non-performing loans on banks’ cost of capital and lending supply in the Eurozone

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  • Gabriella Chiesa

    (University of Bologna)

  • José Manuel Mansilla-Fernández

    (Public University of Navarre)

Abstract

This paper analyses the transmission channel from non-performing loans to the cost of capital, credit provision and liquidity creation in the banks of the Eurozone. The empirical results suggest that holdings of non-performing loans increase both the long- and short-term cost of capital for banks. Moreover, the less capitalized the bank, the greater the reduction in credit provision and liquidity creation due to the increased cost of capital. This phenomenon is found to be more economically significant for European periphery country banks than for core country banks. The identification of the transmission channel is robust to the Granger predictability test.

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  • Gabriella Chiesa & José Manuel Mansilla-Fernández, 2021. "The dynamic effects of non-performing loans on banks’ cost of capital and lending supply in the Eurozone," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 48(2), pages 397-427, May.
  • Handle: RePEc:kap:empiri:v:48:y:2021:i:2:d:10.1007_s10663-020-09475-5
    DOI: 10.1007/s10663-020-09475-5
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    as
    1. John Fell & Maciej Grodzicki & Julian Metzler & Edward O’Brien, 2018. "Non-performing loans and euro area bank lending behaviour after the crisis," Revista de Estabilidad Financiera, Banco de España, issue NOV.
    2. Zaghini, Andrea, 2016. "Fragmentation and heterogeneity in the euro-area corporate bond market: Back to normal?," Journal of Financial Stability, Elsevier, vol. 23(C), pages 51-61.
    3. Adrian, Tobias & Muir, Tyler, 2015. "The Cost of Capital of the Financial Sector," CEPR Discussion Papers 11031, C.E.P.R. Discussion Papers.
    4. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," Temi di discussione (Economic working papers) 1168, Bank of Italy, Economic Research and International Relations Area.
    5. Guillaume Horny & Simone Manganelli & Benoit Mojon, 2018. "Measuring Financial Fragmentation in the Euro Area Corporate Bond Market," JRFM, MDPI, vol. 11(4), pages 1-19, October.
    6. Ghosh, Amit, 2017. "Sector-specific analysis of non-performing loans in the US banking system and their macroeconomic impact," Journal of Economics and Business, Elsevier, vol. 93(C), pages 29-45.
    7. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    8. Juan Fernández de Guevara & Joaquín Maudos & Francisco Pérez, 2005. "Market Power in European Banking Sectors," Journal of Financial Services Research, Springer;Western Finance Association, vol. 27(2), pages 109-137, April.
    9. Matteo Accornero & Piergiorgio Alessandri & Luisa Carpinelli & Alberto Maria Sorrentino, 2017. "Non-performing loans and the supply of bank credit: evidence from Italy," Questioni di Economia e Finanza (Occasional Papers) 374, Bank of Italy, Economic Research and International Relations Area.
    10. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    11. Bilyana Bogdanova & Ingo Fender & Előd Takáts, 2018. "The ABCs of bank PBRs," BIS Quarterly Review, Bank for International Settlements, March.
    12. Van den Heuvel, Skander J., 2008. "The welfare cost of bank capital requirements," Journal of Monetary Economics, Elsevier, vol. 55(2), pages 298-320, March.
    13. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    14. Louzis, Dimitrios P. & Vouldis, Angelos T. & Metaxas, Vasilios L., 2012. "Macroeconomic and bank-specific determinants of non-performing loans in Greece: A comparative study of mortgage, business and consumer loan portfolios," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1012-1027.
    15. Jihad Dagher & Giovanni Dell'Ariccia & Luc Laeven & Lev Ratnovski & Hui Tong, 2016. "Benefits and Costs of Bank Capital," IMF Staff Discussion Notes 16/04, International Monetary Fund.
    16. Barnes, Michelle L. & Lopez, Jose A., 2006. "Alternative measures of the Federal Reserve Banks' cost of equity capital," Journal of Banking & Finance, Elsevier, vol. 30(6), pages 1687-1711, June.
    17. Carmen M. Reinhart & Kenneth S. Rogoff, 2011. "From Financial Crash to Debt Crisis," American Economic Review, American Economic Association, vol. 101(5), pages 1676-1706, August.
    18. Bijsterbosch, Martin & Falagiarda, Matteo, 2015. "The macroeconomic impact of financial fragmentation in the euro area: Which role for credit supply?," Journal of International Money and Finance, Elsevier, vol. 54(C), pages 93-115.
    19. Gabriella Chiesa & José Manuel Mansilla-Fernández, 2019. "Disentangling the transmission channel NPLs-cost of capital-lending supply," Applied Economics Letters, Taylor & Francis Journals, vol. 26(16), pages 1333-1338, September.
    20. Gara Afonso & Anna Kovner & Antoinette Schoar, 2011. "Stressed, Not Frozen: The Federal Funds Market in the Financial Crisis," Journal of Finance, American Finance Association, vol. 66(4), pages 1109-1139, August.
    21. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    22. Zhang, Dayong & Cai, Jing & Dickinson, David G. & Kutan, Ali M., 2016. "Non-performing loans, moral hazard and regulation of the Chinese commercial banking system," Journal of Banking & Finance, Elsevier, vol. 63(C), pages 48-60.
    23. Grigoli, Francesco & Mansilla, Mario & Saldías, Martín, 2018. "Macro-financial linkages and heterogeneous non-performing loans projections: An application to Ecuador," Journal of Banking & Finance, Elsevier, vol. 97(C), pages 130-141.
    24. Anastasiou, Dimitrios, 2017. "Is ex-post credit risk affected by the cycles? The case of Italian banks," Research in International Business and Finance, Elsevier, vol. 42(C), pages 242-248.
    25. Carmen M. Reinhart & Kenneth S. Rogoff, 2010. "Growth in a Time of Debt," American Economic Review, American Economic Association, vol. 100(2), pages 573-578, May.
    26. Graham, John R. & Harvey, Campbell R., 2001. "The theory and practice of corporate finance: evidence from the field," Journal of Financial Economics, Elsevier, vol. 60(2-3), pages 187-243, May.
    27. Cruz-García, Paula & de Guevara, Juan Fernández & Maudos, Joaquín, 2017. "The evolution of market power in European banking," Finance Research Letters, Elsevier, vol. 23(C), pages 257-262.
    28. Xiaoqing Maggie Fu & Yongjia Rebecca Lin & Philip Molyneux, 2015. "Bank Competition and Financial Stability in Asia Pacific," Palgrave Macmillan Studies in Banking and Financial Institutions, in: Bank Competition, Efficiency and Liquidity Creation in Asia Pacific, chapter 3, pages 49-71, Palgrave Macmillan.
    29. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    30. Berger, Allen N. & DeYoung, Robert, 1997. "Problem loans and cost efficiency in commercial banks," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 849-870, June.
    31. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    32. Jihad Dagher & Mr. Giovanni Dell'Ariccia & Mr. Luc Laeven & Mr. Lev Ratnovski & Mr. Hui Tong, 2016. "Benefits and Costs of Bank Capital," IMF Staff Discussion Notes 2016/004, International Monetary Fund.
    33. 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.
    34. José Carlos Vides & Antonio A. Golpe & Jesús Iglesias, 2018. "How did the Sovereign debt crisis affect the Euro financial integration? A fractional cointegration approach," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 45(4), pages 685-706, November.
    35. Charles W. Calomiris & Matthew Jaremski, 2016. "Deposit Insurance: Theories and Facts," Annual Review of Financial Economics, Annual Reviews, vol. 8(1), pages 97-120, October.
    36. Salvador Climent-Serrano, 2019. "Effects of economic variables on NPLs depending on the economic cycle," Empirical Economics, Springer, vol. 56(1), pages 325-340, January.
    37. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    38. Mayordomo, Sergio & Abascal, María & Alonso, Tatiana & Rodriguez-Moreno, Maria, 2015. "Fragmentation in the European interbank market: Measures, determinants, and policy solutions," Journal of Financial Stability, Elsevier, vol. 16(C), pages 1-12.
    39. Michael R King, 2009. "The cost of equity for global banks: a CAPM perspective from 1990 to 2009," BIS Quarterly Review, Bank for International Settlements, September.
    40. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    41. Francesco Manaresi & Nicola Pierri, 2018. "Credit supply and productivity growth," BIS Working Papers 711, Bank for International Settlements.
    42. Maddala, G S & Wu, Shaowen, 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(0), pages 631-652, Special I.
    43. Dimitrios Anastasiou & Helen Louri & Mike Tsionas, 2019. "Nonperforming loans in the euro area: Are core–periphery banking markets fragmented?," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 97-112, January.
    44. Ehrmann, Michael & Fratzscher, Marcel, 2017. "Euro area government bonds – Fragmentation and contagion during the sovereign debt crisis," Journal of International Money and Finance, Elsevier, vol. 70(C), pages 26-44.
    45. Pinto, Inês & Ng Picoto, Winnie, 2018. "Earnings and capital management in European banks – Combining a multivariate regression with a qualitative comparative analysis," Journal of Business Research, Elsevier, vol. 89(C), pages 258-264.
    46. Lei Shi & Pengfei Sheng & Marek Vochozka, 2017. "The reduction cost of nonperforming loan: evidence from China’s commercial bank," Applied Economics Letters, Taylor & Francis Journals, vol. 24(7), pages 456-459, April.
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    1. José Manuel Mansilla-Fernández & Juliette Milgram-Baleix, 2023. "Working capital management, financial constraints and exports: evidence from European and US manufacturers," Empirical Economics, Springer, vol. 64(4), pages 1769-1810, April.

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    More about this item

    Keywords

    Cost of capital; Credit supply; Liquidity creation; NPLs; Sovereign debt crisis;
    All these keywords.

    JEL classification:

    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • H63 - Public Economics - - National Budget, Deficit, and Debt - - - Debt; Debt Management; Sovereign Debt

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