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Relationship lending and innovation: empirical evidence on a sample of European firms

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  • Stefania Cosci
  • Valentina Meliciani
  • Valentina Sabato

Abstract

This paper investigates the impact of relationship lending on innovation (the probability to innovate and the intensity of innovation). Using a unique dataset providing detailed information on bank--firm relationships across European firms, we relate different proxies of relationship lending (soft information, long-lasting relationships, number of banks and share of the main bank) to innovation. We find a very strong and robust positive effect of ‘soft-information-intensive’ relationships, a less robust positive effect of long-lasting relationships and a negative effect of credit concentration as measured by the number of banking relationships. We also find that ‘soft-information-intensive’ relationships reduce credit rationing for innovative firms, while long-lasting relationships seem to favour innovation via other relational channels. These results raise some concern on the impact of screening processes based on automatic procedures, as those suggested by the Basel rules, on firms' capability to finance innovative activities in Europe.

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  • Stefania Cosci & Valentina Meliciani & Valentina Sabato, 2016. "Relationship lending and innovation: empirical evidence on a sample of European firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(4), pages 335-357, June.
  • Handle: RePEc:taf:ecinnt:v:25:y:2016:i:4:p:335-357
    DOI: 10.1080/10438599.2015.1062098
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    1. Berger, Allen N. & Klapper, Leora F. & Udell, Gregory F., 2001. "The ability of banks to lend to informationally opaque small businesses," Journal of Banking & Finance, Elsevier, vol. 25(12), pages 2127-2167, December.
    2. N. Berger, Allen & F. Udell, Gregory, 1998. "The economics of small business finance: The roles of private equity and debt markets in the financial growth cycle," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 613-673, August.
    3. Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2010. "Bank size or distance: what hampers innovation adoption by SMEs?," Journal of Economic Geography, Oxford University Press, vol. 10(6), pages 845-881, November.
    4. Bhattacharya Sudipto & Thakor Anjan V., 1993. "Contemporary Banking Theory," Journal of Financial Intermediation, Elsevier, vol. 3(1), pages 2-50, October.
    5. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    6. Giannetti, Caterina, 2012. "Relationship lending and firm innovativeness," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 762-781.
    7. Rajan, Raghuram & Zingales, Luigi, 2003. "Banks and Markets: the Changing Character of European Finance," CEPR Discussion Papers 3865, C.E.P.R. Discussion Papers.
    8. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    9. P. Mohnen & F. Palm & S. Loeff & A. Tiwari, 2008. "Financial Constraints and Other Obstacles: are they a Threat to Innovation Activity?," De Economist, Springer, vol. 156(2), pages 201-214, June.
    10. Carletti, Elena, 2004. "The structure of bank relationships, endogenous monitoring, and loan rates," Journal of Financial Intermediation, Elsevier, vol. 13(1), pages 58-86, January.
    11. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    12. Enrica Detragiache & Paolo Garella & Luigi Guiso, 2000. "Multiple versus Single Banking Relationships: Theory and Evidence," Journal of Finance, American Finance Association, vol. 55(3), pages 1133-1161, June.
    13. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    14. Silvia Magri, 2009. "The financing of small innovative firms: the Italian case," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 18(2), pages 181-204.
    15. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    16. Masako Ueda, 2004. "Banks versus Venture Capital: Project Evaluation, Screening, and Expropriation," Journal of Finance, American Finance Association, vol. 59(2), pages 601-621, April.
    17. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    18. Iulia Siedschlag & Xiaoheng Zhang, 2015. "Internationalisation of firms and their innovation and productivity," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 24(3), pages 183-203, April.
    19. Petersen, Mitchell A & Rajan, Raghuram G, 1994. "The Benefits of Lending Relationships: Evidence from Small Business Data," Journal of Finance, American Finance Association, vol. 49(1), pages 3-37, March.
    20. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    21. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    22. 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.
    23. Ongena, Steven & Smith, David C., 2001. "The duration of bank relationships," Journal of Financial Economics, Elsevier, vol. 61(3), pages 449-475, September.
    24. Berger, Allen N & Udell, Gregory F, 1995. "Relationship Lending and Lines of Credit in Small Firm Finance," The Journal of Business, University of Chicago Press, vol. 68(3), pages 351-381, July.
    25. Filipe Silva & Carlos Carreira, 2012. "Do financial constraints threat the innovation process? Evidence from Portuguese firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 21(8), pages 701-736, November.
    26. Harhoff, Dietmar & Korting, Timm, 1998. "Lending relationships in Germany - Empirical evidence from survey data," Journal of Banking & Finance, Elsevier, vol. 22(10-11), pages 1317-1353, October.
    27. Sudipto Bhattacharya & Jay R. Ritter, 1983. "Innovation and Communication: Signalling with Partial Disclosure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(2), pages 331-346.
    28. Cole, Rebel A., 1998. "The importance of relationships to the availability of credit," Journal of Banking & Finance, Elsevier, vol. 22(6-8), pages 959-977, August.
    29. Harhoff, Dietmar & Körting, Timm, 1998. "Lending Relationships in Germany: Empirical Results from Survey Data," CEPR Discussion Papers 1917, C.E.P.R. Discussion Papers.
    30. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    31. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    Cited by:

    1. Febi Jensen & Dorothea Schäfer & Andreas Stephan, 2019. "Financial Constraints of Firms with Environmental Innovation," Vierteljahrshefte zur Wirtschaftsforschung / Quarterly Journal of Economic Research, DIW Berlin, German Institute for Economic Research, vol. 88(3), pages 43-65.
    2. David Urbano & Andreu Turro & Sebastian Aparicio, 2020. "Innovation through R&D activities in the European context: antecedents and consequences," The Journal of Technology Transfer, Springer, vol. 45(5), pages 1481-1504, October.
    3. Hua Song & Sijie Chen & Anirban Ganguly, 2019. "Innovative Ecosystem In Enhancing Hi-Tech Sme Financing: Mediating Role Of Two Types Of Innovation Capabilities," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(02), pages 1-36, April.
    4. Dorothea Schäfer & Andreas Stephan & Jenniffer Solórzano Mosquera, 2017. "Family ownership: does it matter for funding and success of corporate innovations?," Small Business Economics, Springer, vol. 48(4), pages 931-951, April.
    5. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    6. Asma Kanwal & Nwakego Eyisi, 2023. "Income Inequality and Frontend Innovation: Evidence from Frontier Markets," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(1), pages 255-286, March.
    7. Edoardo Ferrucci & Roberto Guida & Valentina Meliciani, 2021. "Financial constraints and the growth and survival of innovative start‐ups: An analysis of Italian firms," European Financial Management, European Financial Management Association, vol. 27(2), pages 364-386, March.
    8. Yan Yu & Yi-Tsung Lee, 2022. "Do Inquiry Letters Curb Corporate Catering Motives of High Sustainable R&D Investment? Empirical Evidence from China," Sustainability, MDPI, vol. 14(12), pages 1-17, June.
    9. Cristian Barra & Nazzareno Ruggiero, 2022. "Firm innovation and local bank efficiency in Italy: Does the type of bank matter?," Annals of Public and Cooperative Economics, Wiley Blackwell, vol. 93(4), pages 1083-1128, December.
    10. Ferri, Giovanni & Murro, Pierluigi & Pini, Marco, 2020. "Credit rationing and the relationship between family businesses and banks in Italy," Global Finance Journal, Elsevier, vol. 43(C).
    11. Canh Phuc Nguyen & Thanh Dinh Su, 2021. "Financing the economy: The multidimensional influences of financial development on economic complexity," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(4), pages 644-684, May.
    12. Friedemann Polzin & Helen Toxopeus & Erik Stam, 2018. "The wisdom of the crowd in funding: information heterogeneity and social networks of crowdfunders," Small Business Economics, Springer, vol. 50(2), pages 251-273, February.
    13. Zachary Bethune & Guillaume Rocheteau & Tsz-Nga Wong & Cathy Zhang, 2022. "Lending Relationships and Optimal Monetary Policy [A Comprehensive Revision of the U.S. Monetary Services (Divisia) Indexes]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(4), pages 1833-1872.
    14. Cosci, Stefania & Mirra, Loredana & Terzo, Giuseppe, 2023. "Small banks and innovative entrepreneurial culture in Italy: A historical perspective," Economics Letters, Elsevier, vol. 230(C).
    15. Pankaj C. Patel & John A. Pearce II, 2020. "Franchisees and Loan Default on Third-Party Guarantee Loans: Evidence From the United States," Entrepreneurship Theory and Practice, , vol. 44(5), pages 861-877, September.
    16. Murro, Pierluigi & Peruzzi, Valentina, 2019. "Family firms and access to credit. Is family ownership beneficial?," Journal of Banking & Finance, Elsevier, vol. 101(C), pages 173-187.

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