IDEAS home Printed from https://ideas.repec.org/p/ulb/ulbeco/2013-372408.html
   My bibliography  Save this paper

Sources of financing: Which ones are more effective in innovation–growth linkage?

Author

Listed:
  • Anabela Marques Santos
  • Michele Cincera
  • Giovanni Cerulli

Abstract

The study assesses the impact of eight sources of financing (internal funds, bank loans, credit lines, trade credit, equity, grants, leasing and factoring) on innovation and firm growth. It provides evidence that not all external financing sources have the same impact on innovation and growth. Output additionality on turnover growth seems higher for equity financing. In contrast, employment growth appears to be more associated with financing sources linked to increased fixed assets or the solving of liquidity problems. The number of financing instruments used together also seems to matter, revealing the existence of complementarities.

Suggested Citation

  • Anabela Marques Santos & Michele Cincera & Giovanni Cerulli, 2024. "Sources of financing: Which ones are more effective in innovation–growth linkage?," ULB Institutional Repository 2013/372408, ULB -- Universite Libre de Bruxelles.
  • Handle: RePEc:ulb:ulbeco:2013/372408
    Note: SCOPUS: ar.j
    as

    Download full text from publisher

    File URL: https://dipot.ulb.ac.be/dspace/bitstream/2013/372408/1/doi_356052.pdf
    File Function: Full text for the whole work, or for a work part
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Bronwyn H. Hall, 2010. "The Financing of Innovative Firms," Review of Economics and Institutions, Università di Perugia, vol. 1(1).
    2. Petersen, Mitchell A & Rajan, Raghuram G, 1997. "Trade Credit: Theories and Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 10(3), pages 661-691.
    3. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    4. Michele Cincera & Julien Ravet, 2010. "Financing constraints and R&D investments of large corporations in Europe and the US," Science and Public Policy, Oxford University Press, vol. 37(6), pages 455-466, July.
    5. Xulia González & Jordi Jaumandreu & Consuelo Pazo, 2005. "Barriers to Innovation and Subsidy Effectiveness," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 930-949, Winter.
    6. Anabela Marques Santos & Michele Cincera & Paulo Neto & Maria Manuel Serrano, 2019. "Which projects are selected for an innovation subsidy? The Portuguese case," ULB Institutional Repository 2013/290238, ULB -- Universite Libre de Bruxelles.
    7. Mairesse, Jacques & Mohnen, Pierre, 2010. "Using Innovation Surveys for Econometric Analysis," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 1129-1155, Elsevier.
    8. Michele Cincera & Julien Ravet & Reinhilde Veugelers, 2016. "The sensitivity of R&D investments to cash flows: comparing young and old EU and US leading innovators," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 304-320, April.
    9. 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.
    10. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    11. Engel, Dirk & Keilbach, Max, 2007. "Firm-level implications of early stage venture capital investment -- An empirical investigation," Journal of Empirical Finance, Elsevier, vol. 14(2), pages 150-167, March.
    12. Isabel Busom, 2000. "An Empirical Evaluation of The Effects of R&D Subsidies," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(2), pages 111-148.
    13. Lee, Neil & Sameen, Hiba & Cowling, Marc, 2015. "Access to finance for innovative SMEs since the financial crisis," Research Policy, Elsevier, vol. 44(2), pages 370-380.
    14. Nilsen, Jeffrey H, 2002. "Trade Credit and the Bank Lending Channel," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 34(1), pages 226-253, February.
    15. Samuel Kortum & Josh Lerner, 2000. "Assessing the Contribution of Venture Capital to Innovation," RAND Journal of Economics, The RAND Corporation, vol. 31(4), pages 674-692, Winter.
    16. Paglia, John K. & Harjoto, Maretno A., 2014. "The effects of private equity and venture capital on sales and employment growth in small and medium-sized businesses," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 177-197.
    17. 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.
    18. Marino, Marianna & Lhuillery, Stephane & Parrotta, Pierpaolo & Sala, Davide, 2016. "Additionality or crowding-out? An overall evaluation of public R&D subsidy on private R&D expenditure," Research Policy, Elsevier, vol. 45(9), pages 1715-1730.
    19. Bronwyn H. Hall, 2009. "Business And Financial Method Patents, Innovation, And Policy," Scottish Journal of Political Economy, Scottish Economic Society, vol. 56(4), pages 443-473, September.
    20. Bronzini, Raffaello & Piselli, Paolo, 2016. "The impact of R&D subsidies on firm innovation," Research Policy, Elsevier, vol. 45(2), pages 442-457.
    21. James Foreman-Peck, 2013. "Effectiveness and efficiency of SME innovation policy," Small Business Economics, Springer, vol. 41(1), pages 55-70, June.
    22. 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.
    23. Huergo, Elena & Trenado, Mayte & Ubierna, Andrés, 2016. "The impact of public support on firm propensity to engage in R&D: Spanish experience," Technological Forecasting and Social Change, Elsevier, vol. 113(PB), pages 206-219.
    24. Bangake, Chrysost & Eggoh, Jude C., 2011. "Further evidence on finance-growth causality: A panel data analysis," Economic Systems, Elsevier, vol. 35(2), pages 176-188, June.
    25. Hashi, Iraj & Stojčić, Nebojša, 2013. "The impact of innovation activities on firm performance using a multi-stage model: Evidence from the Community Innovation Survey 4," Research Policy, Elsevier, vol. 42(2), pages 353-366.
    26. Pierre Mohnen & Bronwyn Hall, 2013. "Innovation and Productivity: An Update," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 47-65, June.
    27. Josh Lerner, 2010. "The Litigation of Financial Innovations," Journal of Law and Economics, University of Chicago Press, vol. 53(4), pages 807-831.
    28. Frédérique Savignac, 2007. "Quel mode de financement pour les jeunes entreprises innovantes. Financement interne, prêt bancaire, ou capital-risque ?," Revue économique, Presses de Sciences-Po, vol. 58(4), pages 863-889.
    29. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    30. Banai, Ádám & Lang, Péter & Nagy, Gábor & Stancsics, Martin, 2020. "Waste of money or growth opportunity: The causal effect of EU subsidies on Hungarian SMEs," Economic Systems, Elsevier, vol. 44(1).
    31. Silva, Thiago Christiano & Tabak, Benjamin Miranda & Laiz, Marcela Tetzner, 2021. "The finance-growth nexus: The role of banks," Economic Systems, Elsevier, vol. 45(1).
    32. Busu, Mihail & Caraiani, Petre & Hadad, Shahrazad & Incze, Cynthia Bianka & Vargas, Madalina Vanesa, 2021. "The performance of publicly funded startups in Romania," Economic Systems, Elsevier, vol. 45(3).
    33. Michael Peneder, 2009. "The impact of venture capital on innovation behaviour and firm growth," Venture Capital, Taylor & Francis Journals, vol. 12(2), pages 83-107, November.
    34. Anabela Santos & Michele Cincera, 2022. "Determinants of financing constraints," Small Business Economics, Springer, vol. 58(3), pages 1427-1439, March.
    35. Josh Lerner, 2010. "Innovation, Entrepreneurship and Financial Market Cycles," OECD Science, Technology and Industry Working Papers 2010/3, OECD Publishing.
    36. Cortina, Juan J. & Ismail, Soha & Schmukler, Sergio L., 2018. "Firm financing and growth in the Arab region," Economic Systems, Elsevier, vol. 42(2), pages 361-383.
    37. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    38. Dimos, Christos & Pugh, Geoff, 2016. "The effectiveness of R&D subsidies: A meta-regression analysis of the evaluation literature," Research Policy, Elsevier, vol. 45(4), pages 797-815.
    39. Daisuke Tsuruta, 2008. "Bank information monopoly and trade credit: do only banks have information about small businesses?," Applied Economics, Taylor & Francis Journals, vol. 40(8), pages 981-996.
    40. Coad, Alex & Segarra, Agustí & Teruel, Mercedes, 2016. "Innovation and firm growth: Does firm age play a role?," Research Policy, Elsevier, vol. 45(2), pages 387-400.
    41. Mariana Mazzucato, 2013. "Financing innovation: creative destruction vs. destructive creation," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 22(4), pages 851-867, August.
    42. Vincenzo Capizzi & Renato Giovannini & Valerio Pesic, 2011. "The Role of Venture Capital and Private Equity for Innovation and Development of SMEs: Evidence from Italian Puzzle," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 1(3), pages 1-12.
    43. Popov, Alexander & Roosenboom, Peter, 2009. "Does private equity investment spur innovation? Evidence from Europe," Working Paper Series 1063, European Central Bank.
    44. Anabela Santos & Michele Cincera & Paulo Neto & Maria Manuel Serrano, 2019. "Which projects are selected for an innovation subsidy? The Portuguese case," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 18(3), pages 165-202, October.
    45. Rosenbusch, Nina & Brinckmann, Jan & Bausch, Andreas, 2011. "Is innovation always beneficial? A meta-analysis of the relationship between innovation and performance in SMEs," Journal of Business Venturing, Elsevier, vol. 26(4), pages 441-457, July.
    46. Yano, Go & Shiraishi, Maho, 2020. "Finance, institutions, and innovation activities in China," Economic Systems, Elsevier, vol. 44(4).
    47. Dai, Xiaoyong & Cheng, Liwei, 2015. "The effect of public subsidies on corporate R&D investment: An application of the generalized propensity score," Technological Forecasting and Social Change, Elsevier, vol. 90(PB), pages 410-419.
    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. Dawid, Herbert & Riedel, Frank & Steg, Jan-Henrik & Wen, Xingang, 2024. "Cash-constrained R&D Investment," Center for Mathematical Economics Working Papers 699, Center for Mathematical Economics, Bielefeld University.

    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. Anabela Santos & Michele Cincera & Giovanni Cerulli, 2019. "Assessing Financing, Innovation and Growth Linkage: New Evidence for Policy," Working Paper 54d93216-99f7-4438-975d-2, European Microfinance Network.
    2. Goldman, Jim & Peress, Joel, 2023. "Firm R&D and financial analysis: How do they interact?," Journal of Financial Intermediation, Elsevier, vol. 53(C).
    3. Thomas H. W. Ziesemer, 2021. "The Effects of R&D Subsidies and Publicly Performed R&D on Business R&D: A Survey," Hacienda Pública Española / Review of Public Economics, IEF, vol. 236(1), pages 171-205, March.
    4. Landoni, Matteo, 2020. "Knowledge creation in state-owned enterprises," Structural Change and Economic Dynamics, Elsevier, vol. 53(C), pages 77-85.
    5. Bellucci, Andrea & Pennacchio, Luca & Zazzaro, Alberto, 2023. "Debt financing of SMEs: The certification role of R&D Subsidies," International Review of Financial Analysis, Elsevier, vol. 90(C).
    6. Hu, Yefei & Liu, Dayong, 2022. "Government as a non-financial participant in innovation: How standardization led by government promotes regional innovation performance in China," Technovation, Elsevier, vol. 114(C).
    7. Giraudo, Emanuele & Giudici, Giancarlo & Grilli, Luca, 2019. "Entrepreneurship policy and the financing of young innovative companies: Evidence from the Italian Startup Act," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    8. Giebel, Marek & Kraft, Kornelius, 2020. "Bank credit supply and firm innovation behavior in the financial crisis," Journal of Banking & Finance, Elsevier, vol. 121(C).
    9. Bravo-Ortega, Claudio & Egana-delSol, Pablo & Winkler-Sotomayor, Nicole, 2023. "Does the lack of resources matter in a dual economy: Decoding MSMEs productivity and growth," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 716-739.
    10. 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.
    11. Szücs, Florian, 2020. "Do research subsidies crowd out private R&D of large firms? Evidence from European Framework Programmes," Research Policy, Elsevier, vol. 49(3).
    12. Abdin, Joynal & Sharma, Abhijit & Trivedi, Rohit & Wang, Chengang, 2024. "Financing constraints, intellectual property rights protection and incremental innovation: Evidence from transition economy firms," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    13. Matteo Bugamelli & Luigi Cannari & Francesca Lotti & Silvia Magri, 2012. "The innovation gap of Italy�s production system: roots and possible solutions," Questioni di Economia e Finanza (Occasional Papers) 121, Bank of Italy, Economic Research and International Relations Area.
    14. Zhang, Ping & Wang, Yiru & Gao, Jieying, 2023. "Going public and innovation: Evidence from the ChiNext stock market," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 586-613.
    15. Fan, Weina & Anser, Muhammad Khalid & Nasir, Muhammad Hamid & Nazar, Raima, 2023. "Uncertainty in firm innovation scheme and impact of green fiscal policy; Economic recovery of Chinese firms in the post-Covid-19 era," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1424-1439.
    16. Bronwyn H Hall, 2019. "Is there a role for patents in the financing of new innovative firms?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 28(3), pages 657-680.
    17. Nadine Levratto & Aurelien Quignon, 2021. "Innovation Performance and the Signal Effect: Evidence from a European Program," Working Papers halshs-03466903, HAL.
    18. Santos, Anabela, 2019. "Do selected firms show higher performance? The case of Portugal’s innovation subsidy," Structural Change and Economic Dynamics, Elsevier, vol. 50(C), pages 39-50.
    19. Misraku Molla Ayalew & Zhang Xianzhi & Yidersal Dagnaw Dinberu & Demis Hailegebreal Hailu, 2020. "The Determinants of Firm’s Innovation in Africa," Journal of Industry, Competition and Trade, Springer, vol. 20(3), pages 527-567, September.
    20. Salvatore Di Novo & Giorgio Fazio & Jonathan Sapsed & Josh Siepel, 2022. "Starving the golden goose? Access to finance for innovators in the creative industries," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(2), pages 345-386, June.

    More about this item

    Keywords

    Europe; Financing; Growth; Innovation;
    All these keywords.

    JEL classification:

    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O52 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Europe

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:ulb:ulbeco:2013/372408. 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: Benoit Pauwels (email available below). General contact details of provider: https://edirc.repec.org/data/ecsulbe.html .

    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.