Distances and small business credit constraints : the French case

Part of : International journal of economic sciences and applied research ; Vol.5, No.3, 2012, pages 81-114

Issue:
Pages:
81-114
Author:
Abstract:
Deregulation and progress in information and communication technologies have increased the geographical expansion of banking structures and instruments. This makes banks operationally close to the borrowers. At the same time, banking industry consolidation have induced a geographical concentration of banking decision centers and strategic functions, leading to an increase of the functional distance that separates the decision center of a bank from its operational branches. The aim of this paper is to evaluate the impact of these two trends on small and medium-sized enterprise (SME) lending. Our findings on French data suggest that (i) increased functional distance induces an increase of the investment cash flow sensitivity considered as a measure of financing constraints and that (ii) the relationship between operational proximity and financing constraints is non linear with an investment-cash flow relationship supposed to be increasing for low levels of operational proximity below a certain threshold and decreasing for high levels of it. The adverse effect of functional distance on financing constraints is particularly acute for small firms.
Subject:
Subject (LC):
Keywords:
SME lending, functional distance, operational proximity, financing constraints, investment-cash flow sensitivity
Notes:
Περιέχει διαγράμματα, πίνακες και βιβλιογραφία
References (1):
  1. Agarwal, S. and Hauswald, R., 2010, ‘Distance and private information in lending’, ReviewofFinancial Studies, 23, 7, pp. 2757-2788.Alessandrini, R, Caleagnini, G. and Zazzaro, A., 2008, ‘Asset restructuring strategies inbank acquisitions: Does distance between dealing partners matter?’, Journal of BankingFinance, 32, 5, pp. 699-713.Alessandrini R, Croci M. and Zazzaro, A., 2005, ‘The geography of banking power: therole of functional distance’, Banca Nationale del Lavoro Quarterly Review, LVIII, 235,pp. 129-67.Alessandrini, R, Presbitero, A.R and Zazzaro, A., 2009, ‘Banks, distances and firms’financing constraints’, Review of Finance, 13, 2, pp. 261-307.Anderson, T. and Hsaio, C., 1981, ‘Estimation of dynamic models with error components’,Journalof American Statistical Association, 76, 375, pp. 589-606.Ang, J.S., 1991, ‘Small business uniqueness and the theory of financial management’, TheJournal of Small Business Finance, 1, 1, pp. 1-13.Arellano, M. and Bond, S., 1991, ‘Some tests of specification for Panel Data: Monte CarloEvidence and an Application to Employment Equations ’, Review of Economic Studies,58, 2, 277-297.Avery, R.B. and Samolyk, K.A., 2000, ‘Bank consolidation and the provision of bankingservices: The case of small commercial loans’, FDIC Working paper 2000-01.Benfratello, L., Schiantarelli, F. and Sembenelli, A., 2008, ‘Banks and innovation:microeconometric evidence on Italian firms’, Journal of Financial Economics, 90, 2,pp. 197-217.Berger, A.N., Demsetz, R. and Strahan, R, 1999, ‘The Consolidation of the FinancialServices Industry: Causes, Consequences, and Implications for the Future ’, Journal ofBanking and Finance, 23, 2-4, pp. 135-194.Berger, A.N., Miller, N.H., Petersen, M.A., Rajan, R.G. and Stein, J.C., 2005, ‘Doesfunction follow organizational form? Evidence from the lending practices of large andsmall banks’, Journal of Financial Economics, 76, 2, pp. 237-69.Berger, A.N., Rosen R. and Udell G.F., 2007, ‘Does market size structure affect competition?The case of small business lending’, Journal of Banking and Finance, 31, 1, pp. 11-33.Berger, A.N., Saunders, A., Scalise, J.M. and Udell, G.F., 1998, ‘The effects of banksmergers and acquisitions on small business lending’, Journal of Financial Economics,50, 2, pp. 187-229.Berger, A.N. and Udell, G.F., 1996, ‘Universal Banking and the Future of Small BusinessLending ’, Saunders, A. and Walter, I., Financial System Design: The Case of UniversalBanking, Irwin, Burr Ridge, pp. 559-627.Berger, A.N. and Udell, G.F., 1998, ‘The Economics of Small Business Finance: the Roleof Private Equity and Debt Markets in the Financial Growth Cycle’, Journal of Bankingand Finance, 22, 6-8, pp. 613-673.Berger, A.N. and Udell, G.F., 2002, ‘Small business credit availability and relationshiplending: The importance of bank organizational structure’, The Economic Journal, 112,477, pp. F32-F53.Blundell, R. and Bond, S., 1998, ‘Initial conditions and moment restrictions in dynamicpanel data models’, Journal of Econometrics, 87, 1, pp. 115-143.Bonaccorsi di Patti, E., 2003, ‘Preferences in bank-firm relationships’, unpublished workingpaper, Bank of Italy.Bonaccorsi di Patti, E. and Gobbi, G., 2001, ‘The changing structure of local credit markets:Are small business special?’, Journal of Banking and Finance, 25, 12, pp. 2209-37.Bonaccorsi di Patti, E. and Dell’Ariccia, G., 2004, ‘Bank competition and firm creation’,Journal of Money Credit and Banking, 36, 2, pp. 225-51.Bond, S.R., Elston, J., Mairesse, J. and Mulkay, B., 2003, ‘Financial Factors and InvestmentinBelgium, France, Germany and the UK: A comparison using Company Panel Data’,The Review of Economics and Statistics, 85, 1, pp. 153-165.Bond, S.R., Harhoff, D. and Van Reenen, J., 2005, ‘Investment, R&D, and FinancialConstraints in Britain and Germany ’, Annales d Economie et de Statistiques, 79-80, pp.433-460.Boot, A.W.A., 2000, ‘Relationship banking: What do we know?’, Journal of FinancialIntermediation, 9, 1, pp. 7-25.Calomiris, C. and Hubbard, R.G., 1995, ‘Internal finance and firm-level adjustment andaggregate investment dynamics’, Brookings Paper on Economic Activity, 2, pp. 1-54.Carling, K. and Lundberg, S., 2005, ‘Asymmetric information and distance: An empiricalassessment of geographical credit rationing’, Journal of Economics and Business, 57,1,pp. 39-59.Carpenter, R.E. and Petersen, B.C., 2002, ‘Capital Market Imperfections, High-techInvestment and New Equity Financing’, The Economic Journal, 112, 477, pp. F54-F72.Chirinko, R. and Schaller, H., 1995, ‘Why does Liquidity matter in Investment Equations’,Journal of Money Credit and Banking, 27, 2, pp. 527-547.Chittenden, F., Hall, G. and Hutchinson, P, 1996, ‘Small Firm Growth, Access to CapitalMarket and Financial Structure: Review of Issues and an empirical Investigation ’, SmallBusiness Economics, 8, 1, pp. 56-67.Clearly, S., 1999, ‘The Relationship between firm investments and financial status’, JournalofFinance, 54, 2, pp. 673-692.Collender, R.N. and Shaffer, S., 2003, ‘Local bank office ownership, deposit control, marketstructure, and economic growth’, Journal of Banking and Finance, 27, 1, pp. 27-57.Cole, R.A., Goldberg, L.G. and White, L.J., 2004, ‘Cookie-cutter versus character: themicro structure of small business lending by large and small banks’, Journal of Financialand Quantitative Analysis, 39, 2, pp. 227-51.Cole, R.A., Wolken, J. and Woodbum, L., 1996, ‘Bank and non-bank competition for smallbusiness credit: Evidence from the 1987 and 1993 National Surveys of Small BusinessFinances ’, Federal Reserve Bulletin, 82, pp. 983-995.Crémer, L., Garicano, L. and Prat, A., 2007, ‘Language and the Theory of the Firm ’, TheQuarterly Journal of Economics, 122, 1, pp. 373-407.De Young, R., Goldberg, L.G. and White, L.J., 1999, ‘Youth, Adolescence, and MaturityofBanks: Credit Availability to Small Business in an Era of Banking Consolidation’,Journal of Banking and Finance, 23, 2, pp. 463-492.Fazzari, S.M., Hubbard, R.G. and Petersen, B.C., 1988, ‘Financing constraints and corporateInvestments’, Brookings Paper on Economic Activity, 1, pp. 141-195.Hall, R.E. and Jorgenson, D.W., 1971, ‘Application of the Theory of Optimum CapitalAccumulation’, Fromm G., Tax Incentive and Capital Spending, The BookingsInstitution, Washington, pp. 9-60.Hauswald, R. and Marquez, R., 2006, ‘Competition and strategic information acquisitionin credit markets’, Review of Financial Studies, 19, 3, pp. 967-1000.Haynes, G.W. and Bemey, R., 1999, ‘Small business borrowing from large and smallbanks’, Blanton, JF., Williams, A. and Rhine, SEW., Business Access to Capital andCredit, A Federal Reserve System Research Conference, pp. 287-327.Holmes, S. and Kent, R, 1991, ‘An Empirical Analysis of the Financial structure of Smalland Targe Australian Manufacturing Enterprises’, The Journal of Small BusinessFinance, 1,2, pp. 141-154.Hubbard, R.G., 1998, ‘Capital-Market Imperfections and Investment’, Journal of EconomicLiterature, 36, l,pp. 193-225.Hubbard, R.G., Kashyap A.K. and Whited T.M., 1995, ‘Internal Finance and FirmInvestment’, Journal of Money Credit and Banking, 27, 3, pp. 683-701.Jayaratne, J. and Wolken, J., 1999, ‘How important are small banks to small businesslending? - New evidence from a survey of small firms’, Journal of Banking andFinance, 23, 2-4, pp. 427-458.Jensen, M.C. and Meckling, W.H., 1976, ‘Theory of the firm: Managerial behavior, Agencycosts and ownership structure ’, Journal of Financial Economics, 3, 4, 305-360.Jorgenson, D.W., 1963, ‘Capital Theory and Investment behavior’, American EconomicReview, 53, 2, pp. 247-259.Kaplan, S.N. and Zingales, F., 1997, ‘Do investment-cash flow sensitivities provide usefulmeasures of financing constraints’, Quarterly Journal of Economics, 112, 1, pp. 167-215Keeton, W.R., 1995, ‘Multi-office bank lending to small businesses: some new evidence’,Federal Reserve Bank Kansas City Economic Review, 80, 2, pp. 45-57.King, S., 1986, ‘Monetary transmission: Through bank loans or bank liabilities? ’, Journalof Money Credit and Banking, 1 8, 3, pp. 290-303.Kugler, R, 1987, ‘Credit rationing and the adjustment of the loan rate: an empiricalinvestigation’, Journal of Macroeconomics, 9, 4, pp. 505-525.Liberti, J.M. and Mian A., 2009, ‘Estimating the effect of hierarchies on information use’,Review of Financial Studies, 22, 10, 4057-90.Mairesse, J., Mulkay, B. and Hall, B.H., 2001, ‘Investissement des entreprises et contraintesfinancières en France et aux Etats-Unis’, Economie et statistique, 341-342, pp. 65-84.Mizen, R and Vermeulen, R, 2005, ‘Corporate Investment and Cash flow sensitivity: Whatdrives the Relationship?’, European Central Bank Working Paper n°485, pp. 4-40.Myers, S. and Majluf, N.S., 1984, ‘Corporate Financing and Investment Decisions whenfirms have information that Investors do not have’, Journal of Financial Economics, 13,2, pp. 187-221.Nickell, S., 1981, ‘Biases in Dynamic Models with fixed effects’, Econometrica, 49, 6, pp.1417-1426.Peek, J. and Rosengren, E.S., 1996, ‘Small Business Credit Availability: How important isthe size of lender?’, Saunders, A. and Walter, I., Universal Banking Financial SystemDesign Reconsidered, W. Ingo. Homewood IL, Irwin Publishing, pp. 628-55Peek, J. and Rosengren, E.S., 1998, ‘Bank consolidation and small business lending. It’snot just bank size that matters’, Journal of Banking and Finance, 22, 6-8, pp. 799-819.Petersen, M.A. and Rajan, R.G., 2002, ‘Does distance still matter? The informationrevolution in small business lending’, Journal of Finance, 57, 6, pp. 2533-2570.Roodman, D., 2009, ‘How to do xtabond2: An introduction to difference and system GMMin Stata Stata Journal, 9, 1, pp. 86-136.Sapienza, R, 2002, ‘The effects of banking mergers on loan contacts’, Journal of Finance,57, 1, pp. 329-367.Scott, J.A., 2004, ‘Small business and the value of community financial institutions’,Journal of Financial Services Research, 25, 2-3, pp. 207-30.Sevestre, P. and Trognon, A., 1985, ‘A note on autoregressive error components models’,Journal of Econometrics, 28, 2, pp. 231-245.Stein, J., 2002, ‘Information production and capital allocation: Decentralized versushierarchical firms', Journal of Finance, 57, 5, pp. 1891-1921.Stiglitz, J. and Weiss, A., 1981, ‘Credit rationing in markets with imperfect information’,American Economic Review, 71,3, pp. 393-410.Strahan, P.E. and Weston, J.P., 1996, ‘Small Business Lending and bank consolidation: isthere cause for concern?’, Current Issues in Economics and Finance, 2, 2, pp. 1-6.Strahan, P.E. and Weston, J.P., 1998, ‘Small Business Lending and the changing structureof the Banking Industry’, Journal of Banking and Finance, 22, 6-8, pp. 821-845.Uchida, H., Udell, G.F. and Watanabe, W., 2008, ‘Bank size and lending relationships inJapan’ , Journal of Japanese and International Economies, 22, 2, pp. 242-267.Udell, G.F., 1989, ‘Loan quality, commercial loan review and loan officer contracting ’,Journal of Banking and Finance, 13, 3, pp. 367-382.Verbeek M., 2012, ‘A guide to modern econometrics’, 4th edition, Wiley.Wooldridge, J., 2010, ‘Econometric analysis of cross section and panel data’, 2 nd edition,MIT Press.