Brancati, Emanuele (2013): Innovation activity, financial constraints and relationship lending: evidence from Italy during the recent crises.
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Abstract
Financial frictions may represent a severe obstacle to firms' innovativeness. This paper shows the existence and quantifies the effects of financial barriers to the innovation propensity of Italian companies. Employing direct measures of financial constraints and a credit-score estimated ad hoc, I find firms that suffer from financial problems to have a probability of innovating that is significantly lower than sound companies (-30%). The paper also documents the existence of a feedback-effect of innovation on firms' financial position. Results suggest that the innovative propensity of a company is further affected by the consequences that the choice to innovate has on the likelihood of facing constraints. This in turn is reflected onto a stronger depressive effect of financial constraints on innovation (-34%). Finally, the paper also provides evidence on the role of soft information in mitigating financial obstacles for innovative companies. Relationship lending is found to improve the financial condition of more opaque (small) borrowers and to reduce the overall effect of financial constraints on innovation.
Item Type: | MPRA Paper |
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Original Title: | Innovation activity, financial constraints and relationship lending: evidence from Italy during the recent crises |
Language: | English |
Keywords: | Innovation; financial constraints; relationship lending; ratings |
Subjects: | G - Financial Economics > G2 - Financial Institutions and Services > G21 - Banks ; Depository Institutions ; Micro Finance Institutions ; Mortgages L - Industrial Organization > L2 - Firm Objectives, Organization, and Behavior > L25 - Firm Performance: Size, Diversification, and Scope O - Economic Development, Innovation, Technological Change, and Growth > O3 - Innovation ; Research and Development ; Technological Change ; Intellectual Property Rights > O31 - Innovation and Invention: Processes and Incentives |
Item ID: | 50141 |
Depositing User: | Emanuele Brancati |
Date Deposited: | 25 Sep 2013 02:38 |
Last Modified: | 27 Sep 2019 16:27 |
References: | Aghion P. -- Bloom N. -- Blundell R. -- Griffith R. -- Howitt P. (2005), Competition and Innovation: an Inverted-U Relationship, The Quarterly Journal of Economics, vol. 120, pp. 701-728. Alessandrini P. -- Presbitero A. -- Zazzaro A. (2010), Bank Size or Distance: What Hampers Innovation Adoption by SMEs?, Journal of Economic Geography, vol. 10, pp. 845-881. Almeida H. -- Campello M. (2007), Financial Constraints, Asset Tangibility, and Corporate Investment, The Review of Financial Studies, vol. 20, pp. 1429-1460. Altman E. (1968), Financial Ratios Discriminant Analysis and the Prediction of Corporate Bankruptcy, The Journal of Finance, vol. 23, pp. 589-609. Altman, E. -- Hartzell J. -- Peck M. (1995), Emerging Markets Corporate Bonds: a Scoring System, Salomon Brothers Inc, New York. Arrow K. (1962), The Economic Implications of Learning by Doing, Review of Economic Studies, vol. 29, pp. 155-173. Atanassov J. -- Nanda V.K. -- Seru A. (2007), Finance and Innovation: the Case of Publicly Traded Firms, Unpublished working paper. Baregheh A. -- Rowley J. -- Sambrook S. (2009), Towards a Multidisciplinary Definition of Innovation, Management Decision, vol. 47, pp. 1323 - 1339. Berger A. -- Udell G. (1990), Collateral, Loan Quality, and Bank Risk, Journal of Monetary Economics, vol. 25, pp. 21-42. Berger A. -- Udell G. (1995), Relationship Lending and Lines of Credit in Small Firm Finance, Journal of business, pp. 351-381. Bhattacharya S. -- Ritter J. (1985), Innovation and Communication: Signaling with Partial Disclosure, The Review of Economic Studies, vol. 50, pp. 331-346. Blanchard P. -- Huiban J.P. -- Musolesi A. -- Sevestre P. (2012), Where There Is a Will, There Is a Way? Assessing the Impact of Obstacles to Innovation, Industrial and Corporate Change, vol. 22, pp. 679-710. Bond S. -- Harhoff D. -- Van Reenen J. (2003), Investment, R&D and Financial Constraints in Britain and Germany, LSE CEP Discussion Paper, n. 595. Brancati R. (2012), Crisi Industriale e Crisi Fiscale. Rapporto MET 2012. Le Relazioni delle Imprese, le Criticit\'a, il Fisco e le Politiche Pubbliche, Meridiana Libri. Canepa A. -- Stoneman P. (2008), Financial constraints to innovation in the UK: evidence from CIS2 and CIS3, Oxford Economic Papers, vol. 60, pp. 711--730. Carpenter R.E. -- Petersen B.C. (2002), Is the Growth of Small Firms Constrained by Internal Finance?, The Review of Economics and Statistics, vol. 84, pp. 298-309. Cleary S. (1999), The Relationship between Firm Investment and Financial Status, The Journal of Finance, vol. 52, pp. 673 692. Cole R. -- Goldberg L. -- White L. (2004), Cookie Cutter vs. Character: the Micro Structure of Small Business Lending by Large and Small Banks, Journal of financial and quantitative analysis, vol. 39, pp 227-251. Crouhy M. -- Galai D. -- Mark R. (2001), Prototype Risk Rating System, The Journal of Banking & Finance, vol. 25, pp. 47--95. D'Auria C. -- Foglia A. -- Reedtz P. (1999), Bank Interest Rates and Credit Relationships in Italy, The Journal of Banking & Finance, vol. 23, pp. 1067-1093. De Mitri S. -- Gobbi G. -- Sette E. (2010), Relationship Lending in a Financial Turmoil, Bank of Italy Working Paper, n. 772. Degryse H. -- Ongena S. (2005), Distance, Lending Relationships, and Competition, The Journal of Finance, vol. 60, pp. 231-266. Degryse H. -- Van Cayseele P. (2000), Relationship Lending within a Bank-Based System: Evidence from European Small Business Data, Journal of Financial Intermediation, vol. 1, pp. 90-109. Diamond D. (1991), Monitoring and Reputation: the Choice Between Bank Loans and Directly Placed Debt, Journal of Political Economy, vol. 4 pp. 689-721. Fazzari S. R. -- Hubbard G. -- Petersen B. (1988), Financing Constraints and Corporate Investments, Brookings Papers on Economic Activity, vol. 19, pp. 141-206. Ferri G. -- Messori M. (2000), Bank--Firm Relationships and Allocative Efficiency in Northeastern and Central Italy and in the South, Journal of Banking & Finance, vol. 24, pp. 1067-1095. Frazzoni S. -- Mancusi M. -- Rotondi Z. -- Sobrero M. -- Vezzulli A. (2011), Relationships with Banks and Access to Credit for Innovation and Internationalization of SMEs, in L’Europa e Oltre-Banche e Imprese nella Nuova Globalizzazione. Gatchev V. -- Pulvino T. -- Tarhan V. (2010), The Interdependent and Inter-Temporal Nature of Financial Decisions: an Application to Cash Flow Sensitivities, The Journal of Finance, vol. 65, pp. 725-763. Giannetti C. (2009), Relationship Lending and Firm Innovativeness, Discussion Paper 2009–08, Tilburg University, Center for Economic Research. Guiso L. (1998), High-Tech Firms and Credit Rationing, Journal of Economic Behavior & Organization, vol. 35, pp. 39-59. Hajivassiliou V. -- Savignac F. (2011), Novel Approaches to Coherency Conditions in LDV Models with an Application to Interactions between Financing Constraints and a Firm's Decision and Ability to Innovate, LSE working paper. Hauswald R. -- Marquez R. (2000), Relationship Banking, Loan Specialization and Competition, Federal Reserve Bank of Chicago Proceedings, pp. 108-131. Hall B. (2002), The Financing of Research and Development, Oxford Review of Economic Policy, vol. 18, pp. 35-51. Harhoff D. -- Korting T. (1998), Lending Relationships in Germany: Empirical Evidence from Survey Data, Journal of Banking and Finance, vol. 22, pp. 1317-1353. Herrera M. -- Minetti R. (2007), Informed Finance and Technological Change: Evidence from Credit Relationships, Journal of Financial Economics, vol. 83, pp. 223-269. Ivashina V. -- Scharfstein D. (2010), Bank Lending During the Financial Crisis of 2008, vol. 97, pp. 319--338. Kaplan S. -- Zingales L. (1997), Do Financing Constraints Explain why Investment is Correlated with Cash Flow?, The Quarterly Journal of Economics, vol. 112, pp. 169-215. Kaplan S. -- Zingales L. (2000), Investment-Cash Flow Sensitivities are not Valid Measure of Financing Constraints, NBER Working Paper, n. 7659. Kashyap A.K. -- Lamont O.A. -- Stein, J. (1994), Credit Conditions and the Cyclical Behavior of Inventories, The Quarterly Journal of Economics, vol. 109, pp. 565--592. Kihlstrom R. -- Mattheus S. (1984), Managerial Incentives in Publicly Traded Firms, University of Pennsylvania. King R. -- Levine A. (1993a), Finance, Entrepreneurship and Growth: Theory and Evidence, Journal of Monetary Economics, vol. 32, pp. 513-542. King R. -- Levine A. (1993b), Finance and Growth: Schumpeter Might be Right, Quarterly Journal of Economics, vol. 108, pp. 717-737. Korajczyk R. -- Levy A. (2003), Capital Structure Choice: Macroeconomic Conditions and Financial Constraints, The Journal of Financial Economics, vol. 68, pp. 75-109. Lamont O. -- Polk C. -- Saa´-Requejo J. (2001), Financial Constraints and Stock Returns, The Review of Financial Studies, vol. 14, pp. 529--544. Leland H. -- Pyle D. (1977), Informational Asymmetries, Financial Structure, and Financial Intermediation, The Journal of Finance, vol. 32, pp. 371-387. Lollivier S. (2001), Endogénéité d'une Variable Explicative Dichotomique dans le Cadre d'un Modèle Probit Bivarié, Annales d'Economie et de Statistique, vol. 62, pp. 251-269. Maddala G. S. (1983), Limited Dependent and Qualitative Variables in Econometrics, Cambridge, Cambridge University Press. Mohnen P. -- Palm F. -- Van Der Loeff S. -- Tiwari A. (2008), Financial Constraints and Other Obstacles: Are They a Threat to Innovation Activity?, De Economist, vol. 156, pp. 201-214. Moyen N. (2004), Investment Cash Flow Sensitivities: Constrained vs. Unconstrained Firms, The Journal of Finance, vol. 59, pp. 2061-2092. Mulkay B. -- Hall B. -- Mairesse J. (2001), Firm Level Investment and R&D in France and the United States: a Comparison, Springer. OECD--Eurostat (2005), Oslo Manual. Guidelines for Collecting and Interpreting Innovation Data, 3rd Edition, Paris. Petersen M. -- Rajan R. (1994), The Benefits of Lending Relationships: evidence from Small Business Data, Journal of Finance, vol. 49, pp 3-37. Poterba J. (1988), Comments on Fazzari Hubbard and Petersen, Brookings Papers on Economic Activity, vol. 1, pp 200-04. Revest V. -- Sapio A. (2012), Financing Technology-Based Small Firms in Europe: What Do We Know?, Small Business Economics, vol. 39, pp. 179-205. Rosenberg N. (1976), On technological expectations, The Economic Journal, vol. 86, pp. 523-35 Savignac F. (2008), Impact of Financial Constraints on Innovation: What Can Be Learned from a Direct Measure?, Economics of Innovation and New Technology, vol. 17, pp. 553-569. Schumpeter J. (1934), The Theory of Economic Development, Cambridge, Harvard University Press. Segarra A. -- Garcia-Quevedo J. -- Teruel M. (2013), Financial constraints and the failure of innovation projects, Xarxa de Referencia en Economia Aplicada (XREAP). Stoneman P. (1983), The Economics Analysis of Technology Change, Oxford, Oxford University Press. Whited T. -- Wu G. (2006), Financial Constraints Risk, The Review of Financial Studies, vol. 19, pp. 531 - 559. Williams R. (2006), Generalized Ordered Logit/Partial Proportional Odds Models for Ordinal Dependent Variables, The Stata Journal, vol. 1, pp. 58-82. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/50141 |
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Innovation activity and nancing constraints: evidence from Italy during the crises. (deposited 22 Jun 2013 18:03)
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Innovation activity and financing constraints: evidence from Italy during the crises. (deposited 05 Jul 2013 15:15)
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Innovation activity and financing constraints: evidence from Italy during the recent crises. (deposited 19 Jul 2013 19:34)
- Innovation activity, financial constraints and relationship lending: evidence from Italy during the recent crises. (deposited 25 Sep 2013 02:38) [Currently Displayed]
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Innovation activity and financing constraints: evidence from Italy during the recent crises. (deposited 19 Jul 2013 19:34)
- Innovation activity and financing constraints: evidence from Italy during the crises. (deposited 30 Jun 2013 04:49)
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Innovation activity and financing constraints: evidence from Italy during the crises. (deposited 05 Jul 2013 15:15)