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Banks as ‘fat cats’: Branching and price decisions in a two-stage model of competition

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  • Coccorese, Paolo

Abstract

In this paper we develop an empirical two-stage model of price competition for the banking industry that incorporates the choice of capacity in the form of new branches. This is achieved by supplementing the customary two-equation framework (demand plus first-order condition in the loan market) with the addition of a third equation that endogenizes the investment decision regarding the branch network. The model is estimated using data on a group of large and medium Italian banks for the years 1995–2009. The results show that the conduct of banks is significantly more competitive than a Bertrand–Nash equilibrium, and support the rejection of the simple one-stage specification, which underestimates the degree of competition. In the taxonomy of Fudenberg and Tirole (1984), the banks in the sample are found to behave as ‘fat cats’, overinvesting in the branch network so as to keep prices high and accommodate entry.

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  • Coccorese, Paolo, 2012. "Banks as ‘fat cats’: Branching and price decisions in a two-stage model of competition," Journal of Economics and Business, Elsevier, vol. 64(5), pages 338-363.
  • Handle: RePEc:eee:jebusi:v:64:y:2012:i:5:p:338-363
    DOI: 10.1016/j.jeconbus.2012.05.001
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    1. Yildirim, H. Semih & Philippatos, George C., 2007. "Restructuring, consolidation and competition in Latin American banking markets," Journal of Banking & Finance, Elsevier, vol. 31(3), pages 629-639, March.
    2. Farrell, Joseph & Shapiro, Carl, 1990. "Horizontal Mergers: An Equilibrium Analysis," American Economic Review, American Economic Association, vol. 80(1), pages 107-126, March.
    3. Iwata, Gyoichi, 1974. "Measurement of Conjectural Variations in Oligopoly," Econometrica, Econometric Society, vol. 42(5), pages 947-966, September.
    4. Calcagnini,G. & Bonis,R. de & Hester,D.D., 1999. "Determinants of bank branche expension in Italy," Working papers 32, Wisconsin Madison - Social Systems.
    5. Pita Barros, Pedro, 1999. "Multimarket competition in banking, with an example from the Portuguese market," International Journal of Industrial Organization, Elsevier, vol. 17(3), pages 335-352, April.
    6. Appelbaum, Elie, 1979. "Testing price taking behavior," Journal of Econometrics, Elsevier, vol. 9(3), pages 283-294, February.
    7. Shaffer, Sherrill, 2004. "Patterns of competition in banking," Journal of Economics and Business, Elsevier, vol. 56(4), pages 287-313.
    8. Nicola Cetorelli & Michele Gambera, 2001. "Banking Market Structure, Financial Dependence and Growth: International Evidence from Industry Data," Journal of Finance, American Finance Association, vol. 56(2), pages 617-648, April.
    9. Corvoisier, Sandrine & Gropp, Reint, 2002. "Bank concentration and retail interest rates," Journal of Banking & Finance, Elsevier, vol. 26(11), pages 2155-2189, November.
    10. Fudenberg, Drew & Tirole, Jean, 1984. "The Fat-Cat Effect, the Puppy-Dog Ploy, and the Lean and Hungry Look," American Economic Review, American Economic Association, vol. 74(2), pages 361-366, May.
    11. Bresnahan, Timothy F., 1982. "The oligopoly solution concept is identified," Economics Letters, Elsevier, vol. 10(1-2), pages 87-92.
    12. J.A. Bikker & L. Spierdijk & P. Finnie, 2007. "The Impact of Market Structure, Contestability and Institutional Environment on Banking Competition," Working Papers 07-29, Utrecht School of Economics.
    13. Dick, Astrid A., 2008. "Demand estimation and consumer welfare in the banking industry," Journal of Banking & Finance, Elsevier, vol. 32(8), pages 1661-1676, August.
    14. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    15. Shaffer, Sherrill, 1993. "A Test of Competition in Canadian Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 25(1), pages 49-61, February.
    16. Gual, Jordi, 1999. "Deregulation, Integration, and Market Structure in European Banking," Journal of the Japanese and International Economies, Elsevier, vol. 13(4), pages 372-396, December.
    17. Michiel van Leuvensteijn & Jacob Bikker & Adrian van Rixtel & Christoffer Kok Sørensen, 2011. "A new approach to measuring competition in the loan markets of the euro area," Applied Economics, Taylor & Francis Journals, vol. 43(23), pages 3155-3167.
    18. Fershtman, Chaim & Gandal, Neil, 1994. "Disadvantageous semicollusion," International Journal of Industrial Organization, Elsevier, vol. 12(2), pages 141-154, June.
    19. Claessens, Stijn & Laeven, Luc, 2004. "What Drives Bank Competition? Some International Evidence," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 563-583, June.
    20. Shaffer, Sherrill & DiSalvo, James, 1994. "Conduct in a banking duopoly," Journal of Banking & Finance, Elsevier, vol. 18(6), pages 1063-1082, December.
    21. Canhoto, Ana, 2004. "Portuguese banking: A structural model of competition in the deposits market," Review of Financial Economics, Elsevier, vol. 13(1-2), pages 41-63.
    22. Jean Tirole, 1988. "The Theory of Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262200716, December.
    23. Smirlock, Michael, 1985. "Evidence on the (Non) Relationship between Concentration and Profitability in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(1), pages 69-83, February.
    24. Damien J. Neven & Lars‐Hendrik Röller & Zhentang Zhang, 2006. "Endogenous Costs And Price‐Cost Margins: An Application To The European Airline Industry," Journal of Industrial Economics, Wiley Blackwell, vol. 54(3), pages 351-368, September.
    25. Carbo Valverde, Santiago & Fernández de Guevara y Rodoselovics, Juan & Humphrey, David & Maudos, Joaquin, 2009. "Estimating the intensity of price and non-price competition in banking," MPRA Paper 17612, University Library of Munich, Germany, revised 2009.
    26. Boone, J. & van Ours, J.C. & van der Wiel, H.P., 2007. "How (Not) to Measure Competition," Discussion Paper 2007-32, Tilburg University, Center for Economic Research.
    27. Berger, Allen N, et al, 2004. "Bank Concentration and Competition: An Evolution in the Making," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(3), pages 433-451, June.
    28. Alli Nathan & Edwin H. Neave, 1989. "Competition and Contestability in Canada's Financial System: Empirical Results," Canadian Journal of Economics, Canadian Economics Association, vol. 22(3), pages 576-594, August.
    29. Roller, Lars-Hendrik & Sickles, Robin C., 2000. "Capacity and product market competition: measuring market power in a 'puppy-dog' industry," International Journal of Industrial Organization, Elsevier, vol. 18(6), pages 845-865, August.
    30. Toolsema, Linda A., 2002. "Competition in the Dutch consumer credit market," Journal of Banking & Finance, Elsevier, vol. 26(11), pages 2215-2229, November.
    31. Astrid A. Dick, 2007. "Market Size, Service Quality, and Competition in Banking," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(1), pages 49-81, February.
    32. De Bandt, Olivier & Davis, E. Philip, 2000. "Competition, contestability and market structure in European banking sectors on the eve of EMU," Journal of Banking & Finance, Elsevier, vol. 24(6), pages 1045-1066, June.
    33. 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.
    34. Bresnahan, Timothy F., 1989. "Empirical studies of industries with market power," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 17, pages 1011-1057, Elsevier.
    35. Gual, Jordi, 1999. "Deregulation, Integration and Market Structure in European Banking," CEPR Discussion Papers 2288, C.E.P.R. Discussion Papers.
    36. Gerda Dewit & Dermot Leahy, 2009. "Oligopsonistic Cats and Dogs," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(3), pages 257-274, November.
    37. F. Farabullini & F. Fornari & Riccardo De Bonis, 1998. "La localizzazione territoriale degli sportelli bancari e le determinanti delle aperture," Rivista economica del Mezzogiorno, Società editrice il Mulino, issue 1, pages 69-104.
    38. Appelbaum, Elie, 1982. "The estimation of the degree of oligopoly power," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 287-299, August.
    39. Coccorese, Paolo, 2005. "Competition in markets with dominant firms: A note on the evidence from the Italian banking industry," Journal of Banking & Finance, Elsevier, vol. 29(5), pages 1083-1093, May.
    40. Panzar, John C & Rosse, James N, 1987. "Testing for "Monopoly" Equilibrium," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 443-456, June.
    41. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    42. Ma, Tay-Cheng, 2005. "Strategic Investment and Excess Capacity: A Study of the Taiwanese Flour Industry," Journal of Applied Economics, Universidad del CEMA, vol. 8(1), pages 1-18, May.
    43. Tay-Cheng Ma, 2005. "Strategic Investment and Excess Capacity: A Study of the Taiwanese Flour Industry," Journal of Applied Economics, Taylor & Francis Journals, vol. 8(1), pages 153-170, May.
    44. Rhoades, Stephen A., 1985. "Market share as a source of market power: Implications and some evidence," Journal of Economics and Business, Elsevier, vol. 37(4), pages 343-363, December.
    45. Jan Boone, 2008. "A New Way to Measure Competition," Economic Journal, Royal Economic Society, vol. 118(531), pages 1245-1261, August.
    46. Coccorese, Paolo, 2004. "Banking competition and macroeconomic conditions: a disaggregate analysis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 14(3), pages 203-219, July.
    47. Rym Ayadi & Georges Pujals, 2005. "Banking Mergers and Acquisitions in the EU: Overview, Assessment and Prospects," SUERF Studies, SUERF - The European Money and Finance Forum, number 2005/3 edited by Morten Balling, May.
    48. Vittoria Cerasi & Barbara Chizzolini & Marc Ivaldi, 2002. "Branching and competition in the European banking industry," Applied Economics, Taylor & Francis Journals, vol. 34(17), pages 2213-2225.
    49. Kim, Moshe & Vale, Bent, 2001. "Non-price strategic behavior: the case of bank branches," International Journal of Industrial Organization, Elsevier, vol. 19(10), pages 1583-1602, December.
    50. Forni, L. & Gerali, A. & Pisani, M., 2010. "Macroeconomic Effects Of Greater Competition In The Service Sector: The Case Of Italy," Macroeconomic Dynamics, Cambridge University Press, vol. 14(5), pages 677-708, November.
    51. Neven, Damien & Roller, Lars-Hendrik, 1999. "An aggregate structural model of competition in the European banking industry," International Journal of Industrial Organization, Elsevier, vol. 17(7), pages 1059-1074, October.
    52. Hunter, William C & Timme, Stephen G, 1995. "Core Deposits and Physical Capital: A Reexamination of Bank Scale Economies and Efficiency with Quasi-Fixed Inputs," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 27(1), pages 165-185, February.
    53. Bulow, Jeremy I & Geanakoplos, John D & Klemperer, Paul D, 1985. "Multimarket Oligopoly: Strategic Substitutes and Complements," Journal of Political Economy, University of Chicago Press, vol. 93(3), pages 488-511, June.
    54. 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.
    55. Jacob Bikker & Laura Spierdijk & Paul Finnie, 2006. "Misspecifiation of the Panzar-Rosse Model: Assessing Competition in the Banking Industry," DNB Working Papers 114, Netherlands Central Bank, Research Department.
    56. Lau, Lawrence J., 1982. "On identifying the degree of competitiveness from industry price and output data," Economics Letters, Elsevier, vol. 10(1-2), pages 93-99.
    57. Allen N. Berger & Asli Demirgüč-Kunt & Joseph G. Haubrich & Ross Levine, 2004. "Introduction: Bank concentration and competition: an evolution in the making," Proceedings, Federal Reserve Bank of Cleveland, pages 433-451.
    58. Berg, Sigbjorn Atle & Kim, Moshe, 1994. "Oligopolistic Interdependence and the Structure of Production in Banking: An Empirical Evaluation," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 26(2), pages 309-322, May.
    59. Alexander, Donald L., 1988. "The oligopoly solution tested," Economics Letters, Elsevier, vol. 28(4), pages 361-364.
    60. Angelini, Paolo & Cetorelli, Nicola, 2003. "The Effects of Regulatory Reform on Competition in the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 35(5), pages 663-684, October.
    61. Coccorese, Paolo, 2008. "Bank competition and regional differences," Economics Letters, Elsevier, vol. 101(1), pages 13-16, October.
    62. Uchida, Hirofumi & Tsutsui, Yoshiro, 2005. "Has competition in the Japanese banking sector improved?," Journal of Banking & Finance, Elsevier, vol. 29(2), pages 419-439, February.
    63. Shaffer, Sherrill, 1989. "Competition in the U.S. banking industry," Economics Letters, Elsevier, vol. 29(4), pages 321-323.
    64. Roberts, Mark J., 1984. "Testing oligopolistic behavior," International Journal of Industrial Organization, Elsevier, vol. 2(4), pages 367-383, December.
    65. Marcello Bofondi & Giorgio Gobbi, 2006. "Informational Barriers to Entry into Credit Markets," Review of Finance, European Finance Association, vol. 10(1), pages 39-67.
    66. Barbara Casu & Claudia Girardone, 2009. "Competition issues in European banking," Journal of Financial Regulation and Compliance, Emerald Group Publishing Limited, vol. 17(2), pages 119-133, May.
    67. Pinho, Paulo Soares de, 2000. "The impact of deregulation on price and non-price competition in the Portuguese deposits market," Journal of Banking & Finance, Elsevier, vol. 24(9), pages 1515-1533, September.
    68. Gual, Jordi, 1999. "Deregulation, integration and market structure in European banking," IESE Research Papers D/397, IESE Business School.
    69. Gropp, Reint E. & Corvoisier, Sandrine, 2009. "Contestability, Technology and Banking," ZEW Discussion Papers 09-007, ZEW - Leibniz Centre for European Economic Research.
    70. Tay-Cheng Ma, 2005. "Strategic investment and excess capacity: A study of the Taiwanese flour industry," Journal of Applied Economics, Universidad del CEMA, vol. 8, pages 153-170, May.
    71. Coccorese, Paolo, 2009. "Market power in local banking monopolies," Journal of Banking & Finance, Elsevier, vol. 33(7), pages 1196-1210, July.
    72. Maudos, Joaquin & de Guevara, Juan Fernandez, 2007. "The cost of market power in banking: Social welfare loss vs. cost inefficiency," Journal of Banking & Finance, Elsevier, vol. 31(7), pages 2103-2125, July.
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    5. Lizethe Berenice Méndez-Heras & Francisco Venegas-Martínez & Diego Emilio Linthon-Delgado, 2021. "Competencia en el mercado de crédito entre los bancos dominantes en México," Remef - Revista Mexicana de Economía y Finanzas Nueva Época REMEF (The Mexican Journal of Economics and Finance), Instituto Mexicano de Ejecutivos de Finanzas, IMEF, vol. 16(TNEA), pages 1-25, Septiembr.
    6. Beck, Thorsten & Ongena, Steven & Şendeniz-Yüncü, İlkay, 2019. "Keep walking? Geographical proximity, religion, and relationship banking," Journal of Corporate Finance, Elsevier, vol. 55(C), pages 49-68.
    7. Coccorese, Paolo & Pellecchia, Alfonso, 2013. "Multimarket contact, competition and pricing in banking," Journal of International Money and Finance, Elsevier, vol. 37(C), pages 187-214.

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    More about this item

    Keywords

    Bank branch network; Competition; Market structure; Conduct;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets

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