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

A growing body of research focuses on banking organizational issues, emphasizing the difficulties 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.

[1]  Atif R. Mian,et al.  Estimating the Effect of Hierarchies on Information Use , 2009 .

[2]  V. Salas-Fumás,et al.  Organizational Distance and Use of Collateral for Business Loans , 2008 .

[3]  A. Zazzaro,et al.  Asset restructuring strategies in bank acquisitions: Does distance between dealing partners matter? , 2008 .

[4]  S. Craig,et al.  The impact of bank consolidation on small business credit availability , 2007 .

[5]  Allen N. Berger,et al.  Small Business Credit Scoring and Credit Availability* , 2007 .

[6]  Hirofumi Uchida,et al.  Bank Size and Lending Relationships in Japan , 2006 .

[7]  A. Zazzaro,et al.  Banks, Distances and Financing Constraints for Firms , 2006 .

[8]  Frédérique Savignac,et al.  The impact of financial constraints on innovation: evidence from French manufacturing firms , 2006 .

[9]  F. Schiantarelli,et al.  Banks and Innovation: Microeconometric Evidence on Italian Firms , 2006, SSRN Electronic Journal.

[10]  Gregory F. Udell,et al.  Loan Officers and Relationship Lending , 2006 .

[11]  Gregory F. Udell,et al.  Information Verifiability, Bank Organization, Bank Competition and Bank-Borrower Relationships , 2006 .

[12]  Annamaria Nese,et al.  In and Out of the Capitalia Sample: Evaluating Attrition Bias , 2005 .

[13]  D. Carter,et al.  Deregulation, technological change, and the business-lending performance of large and small banks , 2005 .

[14]  Allen N. Berger,et al.  Small Business Credit Scoring and Credit Availability , 2005 .

[15]  Fabrice Galia,et al.  Complementarities between obstacles to innovation: evidence from France , 2004 .

[16]  E. Takáts Banking Consolidation and Small Business Lending , 2004, SSRN Electronic Journal.

[17]  D. Carter,et al.  Do Small Banks have an Advantage in Lending? An Examination of Risk-Adjusted Yields on Business Loans at Large and Small Banks , 2004 .

[18]  Atif R. Mian Distance Constraints: The Limits of Foreign Lending in Poor Economies , 2004 .

[19]  Janet Mitchell,et al.  Smes and Bank Lending Relationships: The Impact of Mergers , 2004 .

[20]  Jonathan A. Scott Small Business and the Value of Community Financial Institutions , 2004 .

[21]  R. Minetti,et al.  Informed Finance and Technological Change: Evidence from Credit Relationships , 2004 .

[22]  Dirk Schiereck,et al.  Explaining M&A Success in European Banks , 2004 .

[23]  J. Liberti Initiative, Incentives and Soft Information: How Does Delegation Impact the Role of Bank Relationship Managers? , 2003 .

[24]  Walter Novaes,et al.  Bureaucracy as a Mechanism to Generate Information , 2003 .

[25]  Allen N. Berger,et al.  Technological Progress and the Geographic Expansion of the Banking Industry , 2002 .

[26]  Paola Sapienza,et al.  Does Local Financial Development Matter? , 2002 .

[27]  Anthony Saunders,et al.  The Effects of Cross-Border Bank Mergers on Bank Risk and Value , 2002 .

[28]  Paola Sapienza The Effects of Banking Mergers on Loan Contracts , 2002 .

[29]  C. Buch,et al.  Cross-Border Bank Mergers: What Lures the Rare Animal? , 2002 .

[30]  Allen N. Berger,et al.  Does Function Follow Organizational Form? Evidence from the Lending Practices of Large and Small Banks , 2002 .

[31]  Emilia Bonaccorsi di Patti,et al.  The changing structure of local credit markets: Are small businesses special? , 2001 .

[32]  Allen N. Berger,et al.  Small Business Credit Availability and Relationship Lending: The Importance of Bank Organisational Structure , 2001 .

[33]  Todd T. Milbourn,et al.  Managerial Career Concerns and Investments in Information , 2001 .

[34]  Gayle L. DeLong,et al.  Stockholder gains from focusing versus diversifying bank mergers , 2001 .

[35]  Luis Garicano,et al.  Hierarchies and the Organization of Knowledge in Production , 2000, Journal of Political Economy.

[36]  J. Stein,et al.  Information Production and Capital Allocation: Decentralized vs. Hierarchical Firms , 2000 .

[37]  Nicola Cetorelli Competitive Analysis in Banking: Appraisal of the Methodologies , 1999 .

[38]  John D. Wolken,et al.  How important are small banks to small business lending?: New evidence from a survey of small firms , 1999 .

[39]  Eric S. Rosengren,et al.  Bank consolidation and small business lending: It's not just bank size that matters , 1998 .

[40]  P. Angelini,et al.  Availability and cost of credit for small businesses: Customer relationships and credit cooperatives , 1998 .

[41]  Rebel A. Cole,et al.  Cookie-Cutter Versus Character: The Micro Structure of Small Business Lending by Large and Small Banks , 1997 .

[42]  L. White,et al.  Youth, Adolescence, and Maturity of Banks: Credit Availability to Small Business in an Era of Banking Consolidation , 1997 .

[43]  Rudi Vander Vennet,et al.  The effect of mergers and acquisitions on the efficiency and profitability of EC credit institutions , 1996 .

[44]  William R. Keeton,et al.  Multi-Office Bank Lending To Small Businesses: Some New Evidence , 1995 .

[45]  Allen N. Berger,et al.  Universal Banking and the Future of Small Business Lending , 1995 .

[46]  M. Petersen,et al.  The Effect of Credit Market Competition on Lending Relationships , 1994 .

[47]  Anjan V. Thakor,et al.  Managerial Conservatism, Project Choice, and Debt , 1992 .

[48]  Paul R. Milgrom,et al.  Organizational Prospects, Influence Costs, and Ownership Changes , 1992 .

[49]  Gregory F. Udell Loan quality, commercial loan review and loan officer contracting , 1989 .

[50]  T. S. Adams,et al.  National Bureau of Economic Research, Inc. , 1920, Quarterly Publications of the American Statistical Association.

[51]  Peter G. Klein,et al.  Organizational Structure and the Diversification Discount: Evidence from Commercial Banking , 2008 .

[52]  S. Ongena,et al.  The Impact of Organizational Structure and Lending Technology on Banking Competition Supplement , 2008 .

[53]  Paul Stoneman,et al.  Financial Constraints on Innovation: A European Cross-Country Study , 2002 .

[54]  G. Ferri Branch manager turnover and lending effiency: local vs national banks , 1997 .

[55]  M. Narayanan Observability and the payback criterion , 1985 .

[56]  J. Mairesse,et al.  Série Scientifique Scientific Series Complementarities in Innovation Policy Complementarities in Innovation Policy , 2022 .

[57]  Gregory F. Udell,et al.  Does Market Size Structure Affect Competition? The Case of Small Business Lending , 2018 .