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Bank Performance, Financial Stability And Market Concentration: Evidence From Cooperative And Non‐Cooperative Banks

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  • Cristian BARRA
  • Roberto ZOTTI

Abstract

Relying upon highly territorially disaggregated data taken at labour market areas, the paper explores the relationship between bank performances and financial stability of the banking system taking into account the role of market concentration. The z‐score is used as financial stability indicator, while the performance of financial intermediaries is measured using a parametric method recently developed (Kumbhakar et al. 2014). The empirical evidence shows a positive relationship between bank performance and financial stability and supports the ‘concentration–stability’ view for non‐cooperative banks only when concentration is measured on the whole sample of banks. Differences in the performance–stability nexus seem to depend more on the type of banks rather than different levels of market concentration. Higher market concentration of cooperative banks affects systemic stability by reducing the z‐scores of non‐cooperative banks, supporting the hypothesis that the presence of non‐profit‐maximizing entities can pull down stability of other financial institutions.

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  • Cristian BARRA & Roberto ZOTTI, 2019. "Bank Performance, Financial Stability And Market Concentration: Evidence From Cooperative And Non‐Cooperative Banks," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 90(1), pages 103-139, March.
  • Handle: RePEc:bla:annpce:v:90:y:2019:i:1:p:103-139
    DOI: 10.1111/apce.12217
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    1. 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.
    2. Mester, Loretta J., 1996. "A study of bank efficiency taking into account risk-preferences," Journal of Banking & Finance, Elsevier, vol. 20(6), pages 1025-1045, July.
    3. S. Mishkin, Frederic, 1999. "Financial consolidation: Dangers and opportunities," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 675-691, February.
    4. J. W. B. Bos & M. Koetter, 2011. "Handling losses in translog profit models," Applied Economics, Taylor & Francis Journals, vol. 43(3), pages 307-312.
    5. Agoraki, Maria-Eleni K. & Delis, Manthos D. & Pasiouras, Fotios, 2011. "Regulations, competition and bank risk-taking in transition countries," Journal of Financial Stability, Elsevier, vol. 7(1), pages 38-48, January.
    6. John H. Boyd & Stanley L. Graham, 1986. "Risk, regulation, and bank holding company expansion into nonbanking," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 10(Spr), pages 2-17.
    7. Beck Thorsten & Büyükkarabacak Berrak & Rioja Felix K. & Valev Neven T., 2012. "Who Gets the Credit? And Does It Matter? Household vs. Firm Lending Across Countries," The B.E. Journal of Macroeconomics, De Gruyter, vol. 12(1), pages 1-46, March.
    8. Repullo, Rafael, 2004. "Capital requirements, market power, and risk-taking in banking," Journal of Financial Intermediation, Elsevier, vol. 13(2), pages 156-182, April.
    9. Claudia Girardone & Philip Molyneux & Edward Gardener, 2004. "Analysing the determinants of bank efficiency: the case of Italian banks," Applied Economics, Taylor & Francis Journals, vol. 36(3), pages 215-227.
    10. Soedarmono, Wahyoe & Machrouh, Fouad & Tarazi, Amine, 2013. "Bank competition, crisis and risk taking: Evidence from emerging markets in Asia," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 23(C), pages 196-221.
    11. 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.
    12. Keeley, Michael C, 1990. "Deposit Insurance, Risk, and Market Power in Banking," American Economic Review, American Economic Association, vol. 80(5), pages 1183-1200, December.
    13. 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.
    14. Franklin Allen & Elena Carletti & Robert Marquez, 2011. "Credit Market Competition and Capital Regulation," Review of Financial Studies, Society for Financial Studies, vol. 24(4), pages 983-1018.
    15. John H. Boyd & Gianni De Nicoló, 2005. "The Theory of Bank Risk Taking and Competition Revisited," Journal of Finance, American Finance Association, vol. 60(3), pages 1329-1343, June.
    16. 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.
    17. Mr. Gianni De Nicolo & John H. Boyd & Abu M. Jalal, 2006. "Bank Risk-Taking and Competition Revisited: New Theory and New Evidence," IMF Working Papers 2006/297, International Monetary Fund.
    18. Yeyati, Eduardo Levy & Micco, Alejandro, 2007. "Concentration and foreign penetration in Latin American banking sectors: Impact on competition and risk," Journal of Banking & Finance, Elsevier, vol. 31(6), pages 1633-1647, June.
    19. Subal Kumbhakar & Gudbrand Lien & J. Hardaker, 2014. "Technical efficiency in competing panel data models: a study of Norwegian grain farming," Journal of Productivity Analysis, Springer, vol. 41(2), pages 321-337, April.
    20. Pitt, Mark M. & Lee, Lung-Fei, 1981. "The measurement and sources of technical inefficiency in the Indonesian weaving industry," Journal of Development Economics, Elsevier, vol. 9(1), pages 43-64, August.
    21. Diego A. Restrepo-Tobón & Subal C. Kumbhakar, 2017. "A new method to decompose profit efficiency: an application to US commercial banks," Journal of Productivity Analysis, Springer, vol. 48(2), pages 117-132, December.
    22. Sylvain Weber, 2010. "bacon: An effective way to detect outliers in multivariate data using Stata (and Mata)," Stata Journal, StataCorp LP, vol. 10(3), pages 331-338, September.
    23. Wolf Wagner, 2010. "Loan Market Competition and Bank Risk-Taking," Journal of Financial Services Research, Springer;Western Finance Association, vol. 37(1), pages 71-81, February.
    24. Paolo Coccorese & Giovanni Ferri & Punziana Lacitignola & Juan Lopez, 2016. "Market structure, outer versus inner competition: the case of Italy’s credit coop banks," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 63(3), pages 259-279, September.
    25. Demirgüç-Kunt, Asli & Huizinga, Harry, 2010. "Bank activity and funding strategies: The impact on risk and returns," Journal of Financial Economics, Elsevier, vol. 98(3), pages 626-650, December.
    26. Berger, Allen N. & Bonaccorsi di Patti, Emilia, 2006. "Capital structure and firm performance: A new approach to testing agency theory and an application to the banking industry," Journal of Banking & Finance, Elsevier, vol. 30(4), pages 1065-1102, April.
    27. Chen, Xiaofen, 2007. "Banking deregulation and credit risk: Evidence from the EU," Journal of Financial Stability, Elsevier, vol. 2(4), pages 356-390, March.
    28. Juan Fernandez de Guevara & Joaquin Maudos, 2009. "Regional Financial Development and Bank Competition: Effects on Firms' Growth," Regional Studies, Taylor & Francis Journals, vol. 43(2), pages 211-228.
    29. Altunbas, Y. & Chakravarty, S. P., 2001. "Frontier cost functions and bank efficiency," Economics Letters, Elsevier, vol. 72(2), pages 233-240, August.
    30. Gian Paolo Barbetta & Luca Colombo & Stefano Colombo & Michele Grillo, 2016. "Intra-competitiveness and inter-competitiveness among mutual banks: the case of Trento," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 63(3), pages 195-214, September.
    31. Jonathan Williams & Edward Gardener, 2003. "The Efficiency of European Regional Banking," Regional Studies, Taylor & Francis Journals, vol. 37(4), pages 321-330.
    32. 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.
    33. 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.
    34. Turk Ariss, Rima, 2010. "On the implications of market power in banking: Evidence from developing countries," Journal of Banking & Finance, Elsevier, vol. 34(4), pages 765-775, April.
    35. Laeven, Luc & Levine, Ross, 2009. "Bank governance, regulation and risk taking," Journal of Financial Economics, Elsevier, vol. 93(2), pages 259-275, August.
    36. Coccorese, Paolo, 2008. "Bank competition and regional differences," Economics Letters, Elsevier, vol. 101(1), pages 13-16, October.
    37. Laura Chiaramonte & Federica Poli & Marco Ercole Oriani, 2015. "Are Cooperative Banks a Lever for Promoting Bank Stability? Evidence from the Recent Financial Crisis in OECD Countries," European Financial Management, European Financial Management Association, vol. 21(3), pages 491-523, June.
    38. Mikko MAKINEN & Derek C. JONES, 2015. "Comparative Efficiency Between Cooperative, Savings And Commercial Banks In Europe Using The Frontier Approach," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 86(3), pages 401-420, September.
    39. Ana Lozano-Vivas & Jesús Pastor & José Pastor, 2002. "An Efficiency Comparison of European Banking Systems Operating under Different Environmental Conditions," Journal of Productivity Analysis, Springer, vol. 18(1), pages 59-77, July.
    40. Frank Strobel, 2011. "Bank insolvency risk and Z-score measures with unimodal returns," Applied Economics Letters, Taylor & Francis Journals, vol. 18(17), pages 1683-1685.
    41. Yener Altunbas & Santiago Carbo & Edward P.M. Gardener & Philip Molyneux, 2007. "Examining the Relationships between Capital, Risk and Efficiency in European Banking," European Financial Management, European Financial Management Association, vol. 13(1), pages 49-70, January.
    42. Reifschneider, David & Stevenson, Rodney, 1991. "Systematic Departures from the Frontier: A Framework for the Analysis of Firm Inefficiency," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 32(3), pages 715-723, August.
    43. Altunbas, Yener & Liu, Ming-Hau & Molyneux, Philip & Seth, Rama, 2000. "Efficiency and risk in Japanese banking," Journal of Banking & Finance, Elsevier, vol. 24(10), pages 1605-1628, October.
    44. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Quarterly Review, Federal Reserve Bank of Minneapolis, vol. 12(Spr), pages 3-20.
    45. Marcello Bofondi & Giorgio Gobbi, 2004. "Bad Loans and Entry into Local Credit Markets," Temi di discussione (Economic working papers) 509, Bank of Italy, Economic Research and International Relations Area.
    46. Kumbhakar, Subal C & Ghosh, Soumendra & McGuckin, J Thomas, 1991. "A Generalized Production Frontier Approach for Estimating Determinants of Inefficiency in U.S. Dairy Farms," Journal of Business & Economic Statistics, American Statistical Association, vol. 9(3), pages 279-286, July.
    47. Williams, Jonathan, 2004. "Determining management behaviour in European banking," Journal of Banking & Finance, Elsevier, vol. 28(10), pages 2427-2460, October.
    48. Charles Goodhart, 2004. "Per Jacobsson Lecture: Some New Directions for Financial Stability?," FMG Special Papers sp158, Financial Markets Group.
    49. S. Destefanis & C. Barra & G. Lubrano Lavadera, 2014. "Financial development and local growth: evidence from highly disaggregated Italian data," Applied Financial Economics, Taylor & Francis Journals, vol. 24(24), pages 1605-1615, December.
    50. Mirzaei, Ali & Moore, Tomoe & Liu, Guy, 2013. "Does market structure matter on banks’ profitability and stability? Emerging vs. advanced economies," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2920-2937.
    51. Caminal, Ramon & Matutes, Carmen, 2002. "Market power and banking failures," International Journal of Industrial Organization, Elsevier, vol. 20(9), pages 1341-1361, November.
    52. Allen, Franklin & Gale, Douglas, 2004. "Competition and Financial Stability," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 453-480, June.
    53. Rebecca Demsetz & Marc R. Saidenberg & Philip E. Strahan, 1996. "Banks with something to lose: the disciplinary role of franchise value," Economic Policy Review, Federal Reserve Bank of New York, vol. 2(Oct), pages 1-14.
    54. Klaus Schaeck & Martin Cihák, 2014. "Competition, Efficiency, and Stability in Banking," Financial Management, Financial Management Association International, vol. 43(1), pages 215-241, March.
    55. Matsuoka, Tarishi, 2013. "Sunspot bank runs in competitive versus monopolistic banking systems," Economics Letters, Elsevier, vol. 118(2), pages 247-249.
    56. Boyd, John H. & Runkle, David E., 1993. "Size and performance of banking firms : Testing the predictions of theory," Journal of Monetary Economics, Elsevier, vol. 31(1), pages 47-67, February.
    57. Allen N. Berger & Leora F. Klapper & Rima Turk-Ariss, 2017. "Bank competition and financial stability," Chapters, in: Jacob A. Bikker & Laura Spierdijk (ed.), Handbook of Competition in Banking and Finance, chapter 10, pages 185-204, Edward Elgar Publishing.
    58. Salas, Vicente & Saurina, Jesus, 2003. "Deregulation, market power and risk behaviour in Spanish banks," European Economic Review, Elsevier, vol. 47(6), pages 1061-1075, December.
    59. John H. Boyd & Stanley L. Graham, 1988. "The profitability and risk effects of allowing bank holding companies to merge with other financial firms: a simulation study," Proceedings 213, Federal Reserve Bank of Chicago.
    60. Beck, Thorsten & Demirguc-Kunt, Asli & Levine, Ross, 2006. "Bank concentration, competition, and crises: First results," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1581-1603, May.
    61. Uhde, André & Heimeshoff, Ulrich, 2009. "Consolidation in banking and financial stability in Europe: Empirical evidence," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1299-1311, July.
    62. Fiordelisi, Franco & Mare, Davide Salvatore, 2014. "Competition and financial stability in European cooperative banks," Journal of International Money and Finance, Elsevier, vol. 45(C), pages 1-16.
    63. Marcel Canoy & Machiel van Dijk & Jan Lemmen & Ruud de Mooij & Jürgen Weigand, 2001. "Competition and stability in banking," CPB Document 15, CPB Netherlands Bureau for Economic Policy Analysis.
    64. Billor, Nedret & Hadi, Ali S. & Velleman, Paul F., 2000. "BACON: blocked adaptive computationally efficient outlier nominators," Computational Statistics & Data Analysis, Elsevier, vol. 34(3), pages 279-298, September.
    65. Mr. Martin Cihak & Mr. Heiko Hesse, 2007. "Cooperative Banks and Financial Stability," IMF Working Papers 2007/002, International Monetary Fund.
    66. Matutes, Carmen & Vives, Xavier, 1996. "Competition for Deposits, Fragility, and Insurance," Journal of Financial Intermediation, Elsevier, vol. 5(2), pages 184-216, April.
    67. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," Review of Economic Studies, Oxford University Press, vol. 58(2), pages 277-297.
    68. 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.
    69. Fink, Gerhard & Haiss, Peter & Vuksic, Goran, 2009. "Contribution of financial market segments at different stages of development: Transition, cohesion and mature economies compared," Journal of Financial Stability, Elsevier, vol. 5(4), pages 431-455, December.
    70. 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.
    71. Cara S. Lown & Donald P. Morgan & Sonali Rohatgi, 2000. "Listening to loan officers: the impact of commercial credit standards on lending and output," Economic Policy Review, Federal Reserve Bank of New York, issue Jul, pages 1-16.
    72. Houston, Joel F. & Lin, Chen & Lin, Ping & Ma, Yue, 2010. "Creditor rights, information sharing, and bank risk taking," Journal of Financial Economics, Elsevier, vol. 96(3), pages 485-512, June.
    73. Coccorese, Paolo, 2009. "Market power in local banking monopolies," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1196-1210, July.
    74. Sheila Dow & Carlos Rodriguez-Fuentes, 1997. "Regional Finance: A Survey," Regional Studies, Taylor & Francis Journals, vol. 31(9), pages 903-920.
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