IDEAS home Printed from https://ideas.repec.org/a/spr/epolin/v44y2017i1d10.1007_s40812-016-0056-3.html
   My bibliography  Save this article

Financing R&D investments: an analysis on Italian manufacturing firms and their lending banks

Author

Listed:
  • Giacinto Micucci

    (Bank of Italy, Ancona Branch, Economic Research Unit)

  • Paola Rossi

    (Milan Branch, Economic Research Unit)

Abstract

We analyse the financing of R&D activity in Italy, using data at firm level that cover a wide range of sources of financing, such as internal funds, bank loans and access to financial markets. Our analysis shows the importance of relationship lending in fostering innovative activities. The relation between innovative firms and their main bank tends to be relatively long lasting, permitting the bank to reduce information asymmetry, while low credit concentration is a common feature among these firms, presumably allowing them to attenuate hold-up problems. Nonetheless, firms that rely on bonds and outside equity financing tend to have a higher propensity to invest more in R&D, suggesting that relationship lending is only a partial substitute for access to stock and bond markets.

Suggested Citation

  • Giacinto Micucci & Paola Rossi, 2017. "Financing R&D investments: an analysis on Italian manufacturing firms and their lending banks," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 23-49, March.
  • Handle: RePEc:spr:epolin:v:44:y:2017:i:1:d:10.1007_s40812-016-0056-3
    DOI: 10.1007/s40812-016-0056-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40812-016-0056-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40812-016-0056-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Mohnen, Pierre & Roller, Lars-Hendrik, 2005. "Complementarities in innovation policy," European Economic Review, Elsevier, vol. 49(6), pages 1431-1450, August.
    2. Ramana Nanda & William R. Kerr, 2015. "Financing Innovation," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 445-462, December.
    3. Ongena, Steven & Smith, David C., 2000. "What Determines the Number of Bank Relationships? Cross-Country Evidence," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 26-56, January.
    4. 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.
    5. Andy Cosh & Douglas Cumming & Alan Hughes, 2009. "Outside Enterpreneurial Capital," Economic Journal, Royal Economic Society, vol. 119(540), pages 1494-1533, October.
    6. 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.
    7. Bronwyn Hall & Francesca Lotti & Jacques Mairesse, 2009. "Innovation and productivity in SMEs: empirical evidence for Italy," Small Business Economics, Springer, vol. 33(1), pages 13-33, June.
    8. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    9. Benoît Mulkay & Bronwyn H, Hall & Jacques Mairesse, 2000. "Firm Level Investment and R&D in France and the United States : A Comparison," Working Papers 2000-49, Center for Research in Economics and Statistics.
    10. Allen, Franklin & Gale, Douglas, 1999. "Diversity of Opinion and Financing of New Technologies," Journal of Financial Intermediation, Elsevier, vol. 8(1-2), pages 68-89, January.
    11. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    12. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    13. 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.
    14. Elisa Ughetto, 2008. "Does internal finance matter for R&D? New evidence from a panel of Italian firms," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 32(6), pages 907-925, November.
    15. Rajan, Raghuram & Zingales, Luigi, 2003. "Banks and Markets: the Changing Character of European Finance," CEPR Discussion Papers 3865, C.E.P.R. Discussion Papers.
    16. Giannetti, Caterina, 2012. "Relationship lending and firm innovativeness," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 762-781.
    17. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    18. Wooldridge, Jeffrey M., 1995. "Selection corrections for panel data models under conditional mean independence assumptions," Journal of Econometrics, Elsevier, vol. 68(1), pages 115-132, July.
    19. Asher Blass & Oved Yosha, 2003. "Financing R&D in mature companies: An empirical analysis," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 12(5), pages 425-447.
    20. 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.
    21. Bronwyn H. Hall, 1992. "Investment and Research and Development at the Firm Level: Does the Source of Financing Matter?," NBER Working Papers 4096, National Bureau of Economic Research, Inc.
    22. Yuriy Gorodnichenko & Monika Schnitzer, 2013. "Financial Constraints And Innovation: Why Poor Countries Don'T Catch Up," Journal of the European Economic Association, European Economic Association, vol. 11(5), pages 1115-1152, October.
    23. Philippe Aghion & Stephen Bond & Alexander Klemm & Ioana Marinescu, 2004. "Technology and Financial Structure: Are Innovative Firms Different?," Journal of the European Economic Association, MIT Press, vol. 2(2-3), pages 277-288, 04/05.
    24. Raghuram G. Rajan, 2012. "Presidential Address: The Corporation in Finance," Journal of Finance, American Finance Association, vol. 67(4), pages 1173-1217, August.
    25. Bhattacharya Sudipto & Chiesa Gabriella, 1995. "Proprietary Information, Financial Intermediation, and Research Incentives," Journal of Financial Intermediation, Elsevier, vol. 4(4), pages 328-357, October.
    26. Josh Lerner & Morten Sorensen & Per Strömberg, 2011. "Private Equity and Long‐Run Investment: The Case of Innovation," Journal of Finance, American Finance Association, vol. 66(2), pages 445-477, April.
    27. Davide Fantino & Alessandra Mori & Diego Scalise, 2015. "Collaboration Between Firms and Universities in Italy: The Role of a Firm’s Proximity to Top-Rated Departments," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 1(2), pages 219-251, July.
    28. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    29. 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).
    30. 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.
    31. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    32. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    33. Raghuram G. Rajan & Luigi Zingales, 2001. "Financial Systems, Industrial Structure, and Growth," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 17(4), pages 467-482.
    34. 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.
    35. Andrew M. Jones & José M. Labeaga, 2003. "Individual heterogeneity and censoring in panel data estimates of tobacco expenditure," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(2), pages 157-177.
    36. Sharpe, Steven A, 1990. "Asymmetric Information, Bank Lending, and Implicit Contracts: A Stylized Model of Customer Relationships," Journal of Finance, American Finance Association, vol. 45(4), pages 1069-1087, September.
    37. Ramana Nanda & Matthew Rhodes-Kropf, 2010. "Financing Risk and Innovation," Harvard Business School Working Papers 11-013, Harvard Business School, revised Jan 2014.
    38. Bronwyn Hall & Benoit Mulkay and Jacques Mairesse, 2001. "Firm Level Investment and R and D in France and the United States: A Comparison," Economics Series Working Papers 2001-W02, University of Oxford, Department of Economics.
    39. 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.
    40. David Audretsch & Erik Lehmann & Stefano Paleari & Silvio Vismara, 2016. "Entrepreneurial finance and technology transfer," The Journal of Technology Transfer, Springer, vol. 41(1), pages 1-9, February.
    41. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    42. Raghuram Rajan, 2012. "The Corporation in Finance," NBER Working Papers 17760, National Bureau of Economic Research, Inc.
    43. von Rheinbaben, Joachim & Ruckes, Martin, 2004. "The number and the closeness of bank relationships," Journal of Banking & Finance, Elsevier, vol. 28(7), pages 1597-1615, July.
    44. Chava, Sudheer & Oettl, Alexander & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2013. "Banking deregulation and innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 759-774.
    45. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    46. Boot, Arnoud W. A., 2000. "Relationship Banking: What Do We Know?," Journal of Financial Intermediation, Elsevier, vol. 9(1), pages 7-25, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Douglas Cumming & Sofia Johan & Jeffrey G. MacIntosh, 2017. "A drop in an empty pond: Canadian public policy towards venture capital," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 44(1), pages 103-117, March.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Stefania Cosci & Valentina Meliciani & Valentina Sabato, 2015. "Relationship Lending And Innovation: Empirical Evidence On A Sample Of European Firms," CERBE Working Papers wpC04, CERBE Center for Relationship Banking and Economics.
    2. Çağatay Bircan & Ralph De Haas, 2020. "The Limits of Lending? Banks and Technology Adoption across Russia," The Review of Financial Studies, Society for Financial Studies, vol. 33(2), pages 536-609.
    3. 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.
    4. Silvia Magri, 2014. "Does issuing equity help R&D activity? Evidence from unlisted Italian high-tech manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 23(8), pages 825-854, November.
    5. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    6. Bernardina Algieri & Antonio Aquino & Marianna Succurro, 2020. "The Impact of Cash-Flow and the Main Components of the Capital Structure on Innovative Performances of European Firms," Review of Economics and Institutions, Università di Perugia, vol. 11(1-2).
    7. Silvia Magri, 2014. "Does issuing equities help R&D activity? Evidence from unlisted Italian high-tech manufacturing firms," Temi di discussione (Economic working papers) 978, Bank of Italy, Economic Research and International Relations Area.
    8. 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.
    9. Francesco Aiello & Graziella Bonanno & Stefania Patrizia Sonia Rossi, 2019. "Risk Aversion And Entrepreneurship: Financing Innovation For Smes Across Europe. Evidence From Multilevel Models," Working Papers 201902, Università della Calabria, Dipartimento di Economia, Statistica e Finanza "Giovanni Anania" - DESF.
    10. Giannetti, Caterina, 2012. "Relationship lending and firm innovativeness," Journal of Empirical Finance, Elsevier, vol. 19(5), pages 762-781.
    11. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    12. Giebel, Marek & Kraft, Kornelius, 2018. "Bank credit supply and firm innovation," ZEW Discussion Papers 18-011, ZEW - Leibniz Centre for European Economic Research.
    13. Cowling, Marc & Ughetto, Elisa & Lee, Neil, 2018. "The innovation debt penalty: Cost of debt, loan default, and the effects of a public loan guarantee on high-tech firms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 166-176.
    14. Alessandro Giovannini & Maurizio Iacopetta & Raoul Minetti, 2013. "Financial Markets, Banks, and Growth : Disentangling the links," Revue de l'OFCE, Presses de Sciences-Po, vol. 0(5), pages 105-147.
    15. Giebel, Marek & Kraft, Kornelius, 2020. "R&D investment under financing constraints," ZEW Discussion Papers 20-018, ZEW - Leibniz Centre for European Economic Research.
    16. Alessandro Gambini & Alberto Zazzaro, 2013. "Long-lasting bank relationships and growth of firms," Small Business Economics, Springer, vol. 40(4), pages 977-1007, May.
    17. Presbitero, Andrea F. & Zazzaro, Alberto, 2011. "Competition and relationship lending: Friends or foes?," Journal of Financial Intermediation, Elsevier, vol. 20(3), pages 387-413, July.
    18. repec:hal:spmain:info:hdl:2441/6o65lgig8d0qcro9p14jk1001 is not listed on IDEAS
    19. Georgios Efthyvoulou & Priit Vahter, 2016. "Financial Constraints, Innovation Performance and Sectoral Disaggregation," Manchester School, University of Manchester, vol. 84(2), pages 125-158, March.
    20. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2017. "Stock markets, credit markets, and technology-led growth," Journal of Financial Intermediation, Elsevier, vol. 32(C), pages 45-59.
    21. Francesco Aiello & Graziella Bonanno & Stefania P. S. Rossi, 2020. "How firms finance innovation. Further empirics from European SMEs," Metroeconomica, Wiley Blackwell, vol. 71(4), pages 689-714, November.

    More about this item

    Keywords

    Research and development (R&D); Bank finance; Relationship lending; Italian economy;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:epolin:v:44:y:2017:i:1:d:10.1007_s40812-016-0056-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.