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The Geographic Flow Of Bank Funding And Access To Credit: Branch Networks And Local-market Competition

Author

Listed:
  • Robert Clark

    (Queen's University)

  • Hui Wang

    (Peking University)

  • Victor Aguirregabiria

    (University of Toronto and CEPR)

Abstract

This paper studies the integration of deposit and loan markets, which may be constrained by the geographic dispersion of depositors, borrowers, and banks. This dispersion results in problems of asymmetric information, monitoring and transaction costs, which in turn may prevent deposits from flowing from areas of low demand for loans to areas of high demand. We provide systematic evidence on the extent to which deposits and loans are geographically imbalanced, and develop a methodology for investigating the contribution of (i) branch networks, (ii) local market power, and (iii) economies of scope to this imbalance using data at the bank-county-year level from the US banking industry for 1998-2010. Our results are based on the construction of an index which measures the geographic imbalance of deposits and loans, and the estimation of a structural model of bank oligopoly competition for deposits and loans in multiple geographic markets. The estimated model shows that a bank's total deposits have a significant effect on the bank's market shares in loan markets. We also find evidence of significant economies of scope between deposits and loans at the local level. Counterfactual experiments show that multi-state branch networks contribute significantly to the geographic flow of credit but benefit especially larger/richer counties. Local market power has a very substantial negative effect on the flow of credit to smaller/poorer counties.

Suggested Citation

  • Robert Clark & Hui Wang & Victor Aguirregabiria, 2017. "The Geographic Flow Of Bank Funding And Access To Credit: Branch Networks And Local-market Competition," Working Paper 1402, Economics Department, Queen's University.
  • Handle: RePEc:qed:wpaper:1402
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    as
    1. Gine, Xavier & Townsend, Robert M., 2004. "Evaluation of financial liberalization: a general equilibrium model with constrained occupation choice," Journal of Development Economics, Elsevier, vol. 74(2), pages 269-307, August.
    2. Cortés, Kristle Romero & Strahan, Philip E., 2017. "Tracing out capital flows: How financially integrated banks respond to natural disasters," Journal of Financial Economics, Elsevier, vol. 125(1), pages 182-199.
    3. 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.
    4. Jochen Mankart & Alexander Michaelides & Spyros Pagratis, 2020. "Bank capital buffers in a dynamic model," Financial Management, Financial Management Association International, vol. 49(2), pages 473-502, June.
    5. Alberto Zazzaro & Michele Fratianni & Pietro Alessandrini (ed.), 2009. "The Changing Geography of Banking and Finance," Springer Books, Springer, edition 1, number 978-0-387-98078-2, July.
    6. Nicola Cetorelli & Philip E. Strahan, 2006. "Finance as a Barrier to Entry: Bank Competition and Industry Structure in Local U.S. Markets," Journal of Finance, American Finance Association, vol. 61(1), pages 437-461, February.
    7. Olivero, María Pía & Li, Yuan & Jeon, Bang Nam, 2011. "Competition in banking and the lending channel: Evidence from bank-level data in Asia and Latin America," Journal of Banking & Finance, Elsevier, vol. 35(3), pages 560-571, March.
    8. Viral V. Acharya & Ouarda Merrouche, 2013. "Precautionary Hoarding of Liquidity and Interbank Markets: Evidence from the Subprime Crisis," Review of Finance, European Finance Association, vol. 17(1), pages 107-160.
    9. Alexander Bogin & William Doerner & William Larson, 2019. "Local House Price Dynamics: New Indices and Stylized Facts," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 47(2), pages 365-398, June.
    10. Erik P. Gilje & Elena Loutskina & Philip E. Strahan, 2016. "Exporting Liquidity: Branch Banking and Financial Integration," Journal of Finance, American Finance Association, vol. 71(3), pages 1159-1184, June.
    11. Adam Ashcraft & James Mcandrews & David Skeie, 2011. "Precautionary Reserves and the Interbank Market," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43(s2), pages 311-348, October.
    12. 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.
    13. 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.
    14. Richard Ericson & Ariel Pakes, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(1), pages 53-82.
    15. Jason Allen & Robert Clark & Jean-François Houde, 2019. "Search Frictions and Market Power in Negotiated-Price Markets," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1550-1598.
    16. 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.
    17. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1999. "The Rise and Decline of the American Ghetto," Journal of Political Economy, University of Chicago Press, vol. 107(3), pages 455-506, June.
    18. Anil K. Kashyap & Raghuram Rajan & Jeremy C. Stein, 2002. "Banks as Liquidity Providers: An Explanation for the Coexistence of Lending and Deposit‐taking," Journal of Finance, American Finance Association, vol. 57(1), pages 33-73, February.
    19. Matthew Gentzkow, 2007. "Valuing New Goods in a Model with Complementarity: Online Newspapers," American Economic Review, American Economic Association, vol. 97(3), pages 713-744, June.
    20. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    21. Loutskina, Elena & Strahan, Philip E., 2015. "Financial integration, housing, and economic volatility," Journal of Financial Economics, Elsevier, vol. 115(1), pages 25-41.
    22. Schargrodsky, Ernesto & Sturzenegger, Federico, 2000. "Banking regulation and competition with product differentiation," Journal of Development Economics, Elsevier, vol. 63(1), pages 85-111, October.
    23. Degryse, Hans, 1996. "On the Interaction between Vertical and Horizontal Product Differentiation: An Application to Banking," Journal of Industrial Economics, Wiley Blackwell, vol. 44(2), pages 169-186, June.
    24. Mark Egan & Ali Hortaçsu & Gregor Matvos, 2017. "Deposit Competition and Financial Fragility: Evidence from the US Banking Sector," American Economic Review, American Economic Association, vol. 107(1), pages 169-216, January.
    25. Jayaratne, Jith & Morgan, Donald P, 2000. "Capital Market Frictions and Deposit Constraints at Banks," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 32(1), pages 74-92, February.
    26. Luca Papi & Emma Sarno & Alberto Zazzaro, 2017. "The geographical network of bank organizations: issues and evidence for Italy," Chapters, in: Ron Martin & Jane Pollard (ed.), Handbook on the Geographies of Money and Finance, chapter 8, pages 156-196, Edward Elgar Publishing.
    27. Andrew M. Cohen & Michael J. Mazzeo, 2007. "Market Structure and Competition among Retail Depository Institutions," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 60-74, February.
    28. Gautam Gowrisankaran & John Krainer, 2011. "Entry and pricing in a differentiated products industry: evidence from the ATM market," RAND Journal of Economics, RAND Corporation, vol. 42(1), pages 1-22, March.
    29. Victor Aguirregabiria & Robert Clark & Hui Wang, 2016. "Diversification of geographic risk in retail bank networks: evidence from bank expansion after the Riegle-Neal Act," RAND Journal of Economics, RAND Corporation, vol. 47(3), pages 529-572, August.
    30. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    31. Robert B. Avery & Kenneth P. Brevoort & Glenn B. Canner, 2007. "Opportunities and Issues in Using HMDA Data," Journal of Real Estate Research, American Real Estate Society, vol. 29(4), pages 351-380.
    32. Ho, Katherine & Ishii, Joy, 2011. "Location and competition in retail banking," International Journal of Industrial Organization, Elsevier, vol. 29(5), pages 537-546, September.
    33. Kenneth P. Brevoort & John D. Wolken, 2009. "Does Distance Matter in Banking?," Springer Books, in: Alberto Zazzaro & Michele Fratianni & Pietro Alessandrini (ed.), The Changing Geography of Banking and Finance, edition 1, chapter 0, pages 27-56, Springer.
    34. Charles W. Calomiris & Joseph R. Mason, 2003. "Fundamentals, Panics, and Bank Distress During the Depression," American Economic Review, American Economic Association, vol. 93(5), pages 1615-1647, December.
    35. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    36. Rocco Huang, 2008. "The effect of monetary tightening on local banks," Working Papers 08-20, Federal Reserve Bank of Philadelphia.
    37. Petkov, Ivan, 2015. "Small Business Lending and the Bank-Branch Network," MPRA Paper 85762, University Library of Munich, Germany, revised 13 Oct 2017.
    38. 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.
    39. Andrew Cohen & Michael Mazzeo, 2010. "Investment Strategies and Market Structure: An Empirical Analysis of Bank Branching Decisions," Journal of Financial Services Research, Springer;Western Finance Association, vol. 38(1), pages 1-21, August.
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    More about this item

    Keywords

    Economies of scope between deposits and loans; Geographic flow of bank funds; Access to credit; Bank oligopoly competition; Branch networks;
    All these keywords.

    JEL classification:

    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L51 - Industrial Organization - - Regulation and Industrial Policy - - - Economics of Regulation
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages

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