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Macroprudential regulations and bank profit efficiency: international evidence

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  • Chrysovalantis Gaganis
  • Emilios Galariotis

    (Audencia Business School)

  • Fotios Pasiouras
  • Christos Staikouras

Abstract

This study examines the impact of macroprudential regulations on bank profit efficiency. The latter is being estimated with a production frontier function using a cross-country dataset of more than 3000 banks from over 130 countries during 2013–2018. The results show that macroprudential regulatory policies diminish bank efficiency. This finding applies to both borrower-targeted and financial institutions-targeted policies, and it is robust to the inclusion of controls for microprudential regulations, financial consumer protection policies, and other county-level characteristics in the regressions.
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  • Chrysovalantis Gaganis & Emilios Galariotis & Fotios Pasiouras & Christos Staikouras, 2021. "Macroprudential regulations and bank profit efficiency: international evidence," Post-Print hal-03101692, HAL.
  • Handle: RePEc:hal:journl:hal-03101692
    DOI: 10.1007/s11149-021-09424-5
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    1. Akinci, Ozge & Olmstead-Rumsey, Jane, 2018. "How effective are macroprudential policies? An empirical investigation," Journal of Financial Intermediation, Elsevier, vol. 33(C), pages 33-57.
    2. Maudos, Joaquin & Pastor, Jose M. & Perez, Francisco & Quesada, Javier, 2002. "Cost and profit efficiency in European banks," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 12(1), pages 33-58, February.
    3. Berger, Allen N. & Mester, Loretta J., 2003. "Explaining the dramatic changes in performance of US banks: technological change, deregulation, and dynamic changes in competition," Journal of Financial Intermediation, Elsevier, vol. 12(1), pages 57-95, January.
    4. Altunbas, Yener & Binici, Mahir & Gambacorta, Leonardo, 2018. "Macroprudential policy and bank risk," Journal of International Money and Finance, Elsevier, vol. 81(C), pages 203-220.
    5. Meuleman, Elien & Vander Vennet, Rudi, 2020. "Macroprudential policy and bank systemic risk," Journal of Financial Stability, Elsevier, vol. 47(C).
    6. Fotios Pasiouras, 2018. "Financial Consumer Protection and the Cost of Financial Intermediation: Evidence from Advanced and Developing Economies," Management Science, INFORMS, vol. 64(2), pages 902-924, February.
    7. 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.
    8. Lozano-Vivas, Ana & Pasiouras, Fotios, 2010. "The impact of non-traditional activities on the estimation of bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 34(7), pages 1436-1449, July.
    9. Subal Kumbhakar & Dan Wang, 2007. "Economic reforms, efficiency and productivity in Chinese banking," Journal of Regulatory Economics, Springer, vol. 32(2), pages 105-129, October.
    10. Michael Brei & Claudio Borio & Leonardo Gambacorta, 2020. "Bank intermediation activity in a low‐interest‐rate environment," Economic Notes, Banca Monte dei Paschi di Siena SpA, vol. 49(2), July.
    11. Demirgüç-Kunt, AslI & Detragiache, Enrica & Tressel, Thierry, 2008. "Banking on the principles: Compliance with Basel Core Principles and bank soundness," Journal of Financial Intermediation, Elsevier, vol. 17(4), pages 511-542, October.
    12. Frost, Jon & van Stralen, René, 2018. "Macroprudential policy and income inequality," Journal of International Money and Finance, Elsevier, vol. 85(C), pages 278-290.
    13. Jayaratne, Jith & Strahan, Philip E, 1998. "Entry Restrictions, Industry Evolution, and Dynamic Efficiency: Evidence from Commercial Banking," Journal of Law and Economics, University of Chicago Press, vol. 41(1), pages 239-273, April.
    14. Carpantier, Jean-Francois & Olivera, Javier & Van Kerm, Philippe, 2018. "Macroprudential policy and household wealth inequality," Journal of International Money and Finance, Elsevier, vol. 85(C), pages 262-277.
    15. George J. Stigler, 1971. "The Theory of Economic Regulation," Bell Journal of Economics, The RAND Corporation, vol. 2(1), pages 3-21, Spring.
    16. Deller, Steven C & Rudnicki, Edward, 1992. "Managerial Efficiency in Local Government: Implications on Jurisdictional Consolidation," Public Choice, Springer, vol. 74(2), pages 221-231, September.
    17. Morgan, Peter J. & Regis, Paulo José & Salike, Nimesh, 2019. "LTV policy as a macroprudential tool and its effects on residential mortgage loans," Journal of Financial Intermediation, Elsevier, vol. 37(C), pages 89-103.
    18. Richter, Björn & Schularick, Moritz & Shim, Ilhyock, 2019. "The costs of macroprudential policy," Journal of International Economics, Elsevier, vol. 118(C), pages 263-282.
    19. Allen Berger & Iftekhar Hasan & Leora Klapper, 2004. "Further Evidence on the Link between Finance and Growth: An International Analysis of Community Banking and Economic Performance," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 169-202, April.
    20. Luo, Yun & Tanna, Sailesh & De Vita, Glauco, 2016. "Financial openness, risk and bank efficiency: Cross-country evidence," Journal of Financial Stability, Elsevier, vol. 24(C), pages 132-148.
    21. Kelly, Robert & McCann, Fergal & O’Toole, Conor, 2018. "Credit conditions, macroprudential policy and house prices," Journal of Housing Economics, Elsevier, vol. 41(C), pages 153-167.
    22. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    23. repec:zbw:bofrdp:2009_013 is not listed on IDEAS
    24. Delis, Manthos D., 2012. "Bank competition, financial reform, and institutions: The importance of being developed," Journal of Development Economics, Elsevier, vol. 97(2), pages 450-465.
    25. Gambacorta, Leonardo & Murcia, Andrés, 2020. "The impact of macroprudential policies in Latin America: An empirical analysis using credit registry data," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    26. Barth,James R. & Caprio,Gerard & Levine,Ross, 2008. "Rethinking Bank Regulation," Cambridge Books, Cambridge University Press, number 9780521709309, September.
    27. Ken B. Cyree, 2016. "The Effects Of Regulatory Compliance For Small Banks Around Crisis-Based Regulation," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 39(3), pages 215-246, September.
    28. Robert Lensink & Aljar Meesters, 2014. "Institutions and Bank Performance: A Stochastic Frontier Analysis," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 76(1), pages 67-92, February.
    29. Bauer, Paul W. & Berger, Allen N. & Ferrier, Gary D. & Humphrey, David B., 1998. "Consistency Conditions for Regulatory Analysis of Financial Institutions: A Comparison of Frontier Efficiency Methods," Journal of Economics and Business, Elsevier, vol. 50(2), pages 85-114, March.
    30. Filippini, Massimo & Maggi, Rico, 1993. "Efficiency and Regulation in the Case of the Swiss Private Railways," Journal of Regulatory Economics, Springer, vol. 5(2), pages 199-216, June.
    31. Gaganis, Chrysovalantis & Galariotis, Emilios & Pasiouras, Fotios & Staikouras, Christos, 2020. "Bank profit efficiency and financial consumer protection policies," Journal of Business Research, Elsevier, vol. 118(C), pages 98-116.
    32. Ayadi, Rym & Naceur, Sami Ben & Casu, Barbara & Quinn, Barry, 2016. "Does Basel compliance matter for bank performance?," Journal of Financial Stability, Elsevier, vol. 23(C), pages 15-32.
    33. Berger, Allen N. & Humphrey, David B., 1997. "Efficiency of financial institutions: International survey and directions for future research," European Journal of Operational Research, Elsevier, vol. 98(2), pages 175-212, April.
    34. Steven Pottier, 2011. "Life insurer efficiency and state regulation: evidence of optimal firm behavior," Journal of Regulatory Economics, Springer, vol. 39(2), pages 169-193, April.
    35. Codruta Boar & Leonardo Gambacorta & Giovanni Lombardo & Luiz Awazu Pereira da Silva, 2017. "What are the effects of macroprudential policies on macroeconomic performance?," BIS Quarterly Review, Bank for International Settlements, September.
    36. Thomas L. Hogan & Scott Burns, 2019. "Has Dodd–Frank affected bank expenses?," Journal of Regulatory Economics, Springer, vol. 55(2), pages 214-236, April.
    37. Manthos D. Delis & Philip Molyneux & Fotios Pasiouras, 2011. "Regulations and Productivity Growth in Banking: Evidence from Transition Economies," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(4), pages 735-764, June.
    38. Gómez, Esteban & Murcia, Andrés & Lizarazo, Angélica & Mendoza, Juan Carlos, 2020. "Evaluating the impact of macroprudential policies on credit growth in Colombia," Journal of Financial Intermediation, Elsevier, vol. 42(C).
    39. Funke, Michael & Kirkby, Robert & Mihaylovski, Petar, 2018. "House prices and macroprudential policy in an estimated DSGE model of New Zealand," Journal of Macroeconomics, Elsevier, vol. 56(C), pages 152-171.
    40. Cerutti, Eugenio & Claessens, Stijn & Laeven, Luc, 2017. "The use and effectiveness of macroprudential policies: New evidence," Journal of Financial Stability, Elsevier, vol. 28(C), pages 203-224.
    41. Pasiouras, Fotios & Tanna, Sailesh & Zopounidis, Constantin, 2009. "The impact of banking regulations on banks' cost and profit efficiency: Cross-country evidence," International Review of Financial Analysis, Elsevier, vol. 18(5), pages 294-302, December.
    42. De Borger, B & Kerstens, K. & Moesen, W. & Vanneste, J., 1994. "Explaining Differences in Productive Efficiency: An Application to Belgian Municipalities," Public Choice, Springer, vol. 80(3-4), pages 339-358, September.
    43. Bikker, Jacob A. & Haaf, Katharina, 2002. "Competition, concentration and their relationship: An empirical analysis of the banking industry," Journal of Banking & Finance, Elsevier, vol. 26(11), pages 2191-2214, November.
    44. Mirzaei, Ali & Moore, Tomoe, 2014. "What are the driving forces of bank competition across different income groups of countries?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 38-71.
    45. repec:zbw:bofrdp:2004_008 is not listed on IDEAS
    46. Berger, Allen N. & Hasan, Iftekhar & Zhou, Mingming, 2009. "Bank ownership and efficiency in China: What will happen in the world's largest nation?," Journal of Banking & Finance, Elsevier, vol. 33(1), pages 113-130, January.
    47. Ms. Juliana Dutra Araujo & Manasa Patnam & Ms. Adina Popescu & Mr. Fabian Valencia & Weijia Yao, 2020. "Effects of Macroprudential Policy: Evidence from Over 6,000 Estimates," IMF Working Papers 2020/067, International Monetary Fund.
    48. Robert C. Bird & John D. Knopf, 2009. "Do Wrongful-Discharge Laws Impair Firm Performance?," Journal of Law and Economics, University of Chicago Press, vol. 52(2), pages 197-222, May.
    49. Gabriel Asaftei & Subal Kumbhakar, 2008. "Regulation and efficiency in transition: the case of Romanian banks," Journal of Regulatory Economics, Springer, vol. 33(3), pages 253-282, June.
    50. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2013. "Financial freedom and bank efficiency: Evidence from the European Union," Journal of Banking & Finance, Elsevier, vol. 37(4), pages 1223-1231.
    51. Barth, James R. & Lin, Chen & Ma, Yue & Seade, Jesús & Song, Frank M., 2013. "Do bank regulation, supervision and monitoring enhance or impede bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2879-2892.
    52. Subal kumbhakar & Ana Lozano-Vivas, 2005. "Deregulation and Productivity: The Case of Spanish Banks," Journal of Regulatory Economics, Springer, vol. 27(3), pages 331-351, January.
    53. Gaganis, Chrysovalantis & Lozano-Vivas, Ana & Papadimitri, Panagiota & Pasiouras, Fotios, 2020. "Macroprudential policies, corporate governance and bank risk: Cross-country evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 126-142.
    54. Zohair Alam & Mr. Adrian Alter & Jesse Eiseman & Mr. Gaston Gelos & Mr. Heedon Kang & Mr. Machiko Narita & Erlend Nier & Naixi Wang, 2019. "Digging Deeper--Evidence on the Effects of Macroprudential Policies from a New Database," IMF Working Papers 2019/066, International Monetary Fund.
    55. Barbara Casu & Claudia Girardone, 2006. "Bank Competition, Concentration And Efficiency In The Single European Market," Manchester School, University of Manchester, vol. 74(4), pages 441-468, July.
    56. Fotios Pasiouras, 2008. "International evidence on the impact of regulations and supervision on banks’ technical efficiency: an application of two-stage data envelopment analysis," Review of Quantitative Finance and Accounting, Springer, vol. 30(2), pages 187-223, February.
    57. Vaneet Bhatia & Sankarshan Basu & Subrata Kumar Mitra & Pradyumna Dash, 2018. "A review of bank efficiency and productivity," OPSEARCH, Springer;Operational Research Society of India, vol. 55(3), pages 557-600, November.
    58. Dietsch, Michel & Lozano-Vivas, Ana, 2000. "How the environment determines banking efficiency: A comparison between French and Spanish industries," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 985-1004, June.
    59. Thanassoulis, E. & Boussofiane, A. & Dyson, R. G., 1996. "A comparison of data envelopment analysis and ratio analysis as tools for performance assessment," Omega, Elsevier, vol. 24(3), pages 229-244, June.
    60. Gaganis, Chrysovalantis & Pasiouras, Fotios, 2013. "Financial supervision regimes and bank efficiency: International evidence," Journal of Banking & Finance, Elsevier, vol. 37(12), pages 5463-5475.
    61. Lensink, Robert & Meesters, Aljar & Naaborg, Ilko, 2008. "Bank efficiency and foreign ownership: Do good institutions matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 834-844, May.
    62. Ghosh, Saibal, 2013. "Macroprudential Regulation and Bank Performance: Evidence from India," MPRA Paper 51226, University Library of Munich, Germany.
    63. Jung, Hosung & Lee, Jieun, 2017. "The effects of macroprudential policies on house prices: Evidence from an event study using Korean real transaction data," Journal of Financial Stability, Elsevier, vol. 31(C), pages 167-185.
    64. Majumdar, Sumit K, 1998. "Assessing Comparative Efficiency of the State-Owned Mixed and Private Sectors in Indian Industry," Public Choice, Springer, vol. 96(1-2), pages 1-24, July.
    65. Hasan, Iftekhar & Koetter, Michael & Wedow, Michael, 2009. "Regional growth and finance in Europe: Is there a quality effect of bank efficiency?," Journal of Banking & Finance, Elsevier, vol. 33(8), pages 1446-1453, August.
    66. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    67. Fethi, Meryem Duygun & Pasiouras, Fotios, 2010. "Assessing bank efficiency and performance with operational research and artificial intelligence techniques: A survey," European Journal of Operational Research, Elsevier, vol. 204(2), pages 189-198, July.
    68. Chortareas, Georgios E. & Girardone, Claudia & Ventouri, Alexia, 2012. "Bank supervision, regulation, and efficiency: Evidence from the European Union," Journal of Financial Stability, Elsevier, vol. 8(4), pages 292-302.
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    3. João Jungo & Mara Madaleno & Anabela Botelho, 2022. "Financial Regulation, Financial Inclusion and Competitiveness in the Banking Sector in SADC and SAARC Countries: The Moderating Role of Financial Stability," IJFS, MDPI, vol. 10(1), pages 1-24, March.
    4. González, Francisco, 2022. "Macroprudential policies and bank competition: International bank-level evidence," Journal of Financial Stability, Elsevier, vol. 58(C).
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    6. Muhammad Suhail Rizwan & Anum Qureshi & Irfan Ullah Sahibzada, 2024. "Macro-prudential regulations and systemic risk: the role of country-level governance indicators," Journal of Banking Regulation, Palgrave Macmillan, vol. 25(3), pages 305-325, September.

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    • G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
    • K22 - Law and Economics - - Regulation and Business Law - - - Business and Securities Law
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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