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Bank Size or Distance: What Hampers Innovation Adoption by SMEs ?

Author

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  • Pietro ALESSANDRINI

    (Universita' Politecnica delle Marche, Dipartimento di Economia)

  • Andrea PRESBITERO

    (Universita' Politecnica delle Marche, Dipartimento di Economia)

  • Alberto ZAZZARO

    (Universita' Politecnica delle Marche, Dipartimento di Economia)

Abstract

A growing body of research focuses on banking organizational issues, emphasizing the culties encountered by hierarchically organized banks in lending to borrowers/projects with high intensity of soft information. However, as the two extreme cases of hierarchical and non-hierarchical organizations are typically contrasted, what actually shapes the degree of hierarchy and how to measure it remain fairly vague. In this paper we compare bank size and distance between bank's branches and headquarter as possible sources of organizational frictions. In particular, we study the impact of distance and bank size on the firms' likelihood of introducing innovations and financing constraints on a sample of Italian SMEs. Our results show that firms located in provinces where the local banking system is functionally distant are less inclined to introduce innovations and are more likely to be credit rationed. Conversely, we find that the market share of large banks is only rarely statistically significant and when it is, the economic impact on the probability of introducing innovation and credit rationing is appreciably smaller than that of functional distance.

Suggested Citation

  • Pietro ALESSANDRINI & Andrea PRESBITERO & Alberto ZAZZARO, 2007. "Bank Size or Distance: What Hampers Innovation Adoption by SMEs ?," Working Papers 304, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  • Handle: RePEc:anc:wpaper:304
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    1. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2004. "The cost of banking regulation," Proceedings 937, Federal Reserve Bank of Chicago.
    2. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2009. "Banks, Distances and Firms' Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 261-307.
    3. DeYoung, Robert & Goldberg, Lawrence G. & White, Lawrence J., 1999. "Youth, adolescence, and maturity of banks: Credit availability to small business in an era of banking consolidation," Journal of Banking & Finance, Elsevier, vol. 23(2-4), pages 463-492, February.
    4. Frédérique Savignac, 2006. "The impact of financial constraints on innovation: evidence from french manufacturing firms," Cahiers de la Maison des Sciences Economiques v06042, Université Panthéon-Sorbonne (Paris 1).
    5. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    6. Alessandra Canepa & Paul Stoneman, 2005. "Financing Constraints in the Inter Firm Diffusion of New Process Technologies," The Journal of Technology Transfer, Springer, vol. 30(2_2), pages 159-169, January.
    7. Henderson, J. Vernon & Ono, Yukako, 2008. "Where do manufacturing firms locate their headquarters?," Journal of Urban Economics, Elsevier, vol. 63(2), pages 431-450, March.
    8. Berger, Allen N. & Miller, Nathan H. & Petersen, Mitchell A. & Rajan, Raghuram G. & Stein, Jeremy C., 2005. "Does function follow organizational form? Evidence from the lending practices of large and small banks," Journal of Financial Economics, Elsevier, vol. 76(2), pages 237-269, May.
    9. Berger, Allen N. & DeYoung, Robert, 2006. "Technological Progress and the Geographic Expansion of the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1483-1513, September.
    10. Pietro Alessandrini & Manuela Croci & Alberto Zazzaro, 2009. "The Geography of Banking Power: The Role of Functional Distance," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 93-123, Springer.
    11. Nicola Cetorelli, 1999. "Competitive analysis in banking: appraisal of the methodologies," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 23(Q I), pages 2-15.
    12. Strauss-Kahn, Vanessa & Vives, Xavier, 2009. "Why and where do headquarters move?," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 168-186, March.
    13. Herrera, Ana María & Minetti, Raoul, 2007. "Informed finance and technological change: Evidence from credit relationships," Journal of Financial Economics, Elsevier, vol. 83(1), pages 223-269, January.
    14. Atif Mian, 2006. "Distance Constraints: The Limits of Foreign Lending in Poor Economies," Journal of Finance, American Finance Association, vol. 61(3), pages 1465-1505, June.
    15. Walter Novaes & Luigi Zingales, 2004. "Bureaucracy as a Mechanism to Generate Information," RAND Journal of Economics, The RAND Corporation, vol. 35(2), pages 245-259, Summer.
    16. Hans Degryse & Luc Laeven & Steven Ongena, 2009. "The Impact of Organizational Structure and Lending Technology on Banking Competition," Review of Finance, European Finance Association, vol. 13(2), pages 225-259.
    17. Takáts, Elöd, 2004. "Banking consolidation and small business lending," Working Paper Series 407, European Central Bank.
    18. Berger, Allen N. & Rosen, Richard J. & Udell, Gregory F., 2007. "Does market size structure affect competition? The case of small business lending," Journal of Banking & Finance, Elsevier, vol. 31(1), pages 11-33, January.
    19. Benfratello, Luigi & Schiantarelli, Fabio & Sembenelli, Alessandro, 2008. "Banks and innovation: Microeconometric evidence on Italian firms," Journal of Financial Economics, Elsevier, vol. 90(2), pages 197-217, November.
    20. Craig, Steven G. & Hardee, Pauline, 2007. "The impact of bank consolidation on small business credit availability," Journal of Banking & Finance, Elsevier, vol. 31(4), pages 1237-1263, April.
    21. Peek, Joe & Rosengren, Eric S., 1998. "Bank consolidation and small business lending: It's not just bank size that matters," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 799-819, August.
    22. Allen N. Berger & W. Scott Frame, 2005. "Small business credit scoring and credit availability," FRB Atlanta Working Paper 2005-10, Federal Reserve Bank of Atlanta.
    23. Pietro ALESSANDRINI & Andrea PRESBITERO & Alberto ZAZZARO, 2006. "Banks, Distances and Financing Constraints for Firms," Working Papers 266, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    24. Hirshleifer, David & Thakor, Anjan V, 1992. "Managerial Conservatism, Project Choice, and Debt," Review of Financial Studies, Society for Financial Studies, vol. 5(3), pages 437-470.
    25. Andy Pike, 2006. "'Shareholder value' versus the regions: the closure of the Vaux Brewery in Sunderland," Journal of Economic Geography, Oxford University Press, vol. 6(2), pages 201-222, April.
    26. Jose M. Liberti & Atif R. Mian, 2009. "Estimating the Effect of Hierarchies on Information Use," Review of Financial Studies, Society for Financial Studies, vol. 22(10), pages 4057-4090, October.
    27. Allen N. Berger & Gregory F. Udell, 2002. "Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure," Economic Journal, Royal Economic Society, vol. 112(477), pages 32-53, February.
    28. Germà Bel & Xavier Fageda, 2008. "Getting there fast: globalization, intercontinental flights and location of headquarters," Journal of Economic Geography, Oxford University Press, vol. 8(4), pages 471-495, July.
    29. Alessandrini, Pietro & Calcagnini, Giorgio & Zazzaro, Alberto, 2008. "Asset restructuring strategies in bank acquisitions: Does distance between dealing partners matter?," Journal of Banking & Finance, Elsevier, vol. 32(5), pages 699-713, May.
    30. Kano, Masaji & Uchida, Hirofumi & Udell, Gregory F. & Watanabe, Wako, 2011. "Information verifiability, bank organization, bank competition and bank-borrower relationships," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 935-954, April.
    31. Strahan, Philip E. & Weston, James P., 1998. "Small business lending and the changing structure of the banking industry1," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 821-845, August.
    32. Delgado, J. & Salas, V. & Saurina, J., 2007. "Joint size and ownership specialization in bank lending," Journal of Banking & Finance, Elsevier, vol. 31(12), pages 3563-3583, December.
    33. Uchida, Hirofumi & Udell, Gregory F. & Watanabe, Wako, 2008. "Bank size and lending relationships in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 22(2), pages 242-267, June.
    34. Milbourn, Todd T & Shockley, Richard L & Thakor, Anjan V, 2001. "Managerial Career Concerns and Investments in Information," RAND Journal of Economics, The RAND Corporation, vol. 32(2), pages 334-351, Summer.
    35. Narayanan, M P, 1985. "Observability and the Payback Criterion," The Journal of Business, University of Chicago Press, vol. 58(3), pages 309-323, July.
    36. Bonaccorsi di Patti, Emilia & Gobbi, Giorgio, 2001. "The changing structure of local credit markets: Are small businesses special?," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2209-2237, December.
    37. Carter, David A. & McNulty, James E., 2005. "Deregulation, technological change, and the business-lending performance of large and small banks," Journal of Banking & Finance, Elsevier, vol. 29(5), pages 1113-1130, May.
    38. Angelini, P. & Di Salvo, R. & Ferri, G., 1998. "Availability and cost of credit for small businesses: Customer relationships and credit cooperatives," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 925-954, August.
    39. Luis Garicano, 2000. "Hierarchies and the Organization of Knowledge in Production," Journal of Political Economy, University of Chicago Press, vol. 108(5), pages 874-904, October.
    40. David Carter & James McNulty & James Verbrugge, 2004. "Do Small Banks have an Advantage in Lending? An Examination of Risk-Adjusted Yields on Business Loans at Large and Small Banks," Journal of Financial Services Research, Springer;Western Finance Association, vol. 25(2), pages 233-252, April.
    41. Jose Maria Liberti, 2004. "Initiative, Incentives and Soft Information. How Does Delegation Impact The Role of Bank Relationship Managers?," Finance 0404023, University Library of Munich, Germany.
    42. Hirofumi Uchida & Gregory F. Udell & Nobuyoshi Yamori, 2006. "Loan Officers and Relationship Lending," Discussion papers 06031, Research Institute of Economy, Trade and Industry (RIETI).
    43. Buch, Claudia M. & DeLong, Gayle, 2004. "Cross-border bank mergers: What lures the rare animal?," Journal of Banking & Finance, Elsevier, vol. 28(9), pages 2077-2102, September.
    44. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    45. Jeremy C. Stein, 2002. "Information Production and Capital Allocation: Decentralized versus Hierarchical Firms," Journal of Finance, American Finance Association, vol. 57(5), pages 1891-1921, October.
    46. Galia, Fabrice & Legros, Diego, 2004. "Complementarities between obstacles to innovation: evidence from France," Research Policy, Elsevier, vol. 33(8), pages 1185-1199, October.
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    More about this item

    Keywords

    Bank Size; Functional Distance; Innovation; SMEs;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • R51 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Finance in Urban and Rural Economies

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