IDEAS home Printed from https://ideas.repec.org/p/zbw/zewdip/12016.html
   My bibliography  Save this paper

The interdependence of R&D activity and debt financing of young firms

Author

Listed:
  • Fryges, Helmut
  • Kohn, Karsten
  • Ullrich, Katrin

Abstract

We investigate the interdependence of debt financing and R&D activities of young firms. Using micro-level data of the KfW/ZEW Start-up Panel, our estimation results show that firm characteristics are more important than personal characteristics of the founders for explaining young firms' leverage, whereas firm characteristics and human capital of both founders and employees heavily influence R&D intensity. Applying a bivariate Tobit model, we find that there is a positive interdependent relationship between the share of loan financing and R&D intensity. A higher share of loan financing allows for more R&D in young firms and, at the same time, a higher R&D intensity allows for a higher loan share. This relationship cannot be detected by merely estimating single-equation models for R&D intensity and debt financing.

Suggested Citation

  • Fryges, Helmut & Kohn, Karsten & Ullrich, Katrin, 2012. "The interdependence of R&D activity and debt financing of young firms," ZEW Discussion Papers 12-016, ZEW - Leibniz Centre for European Economic Research.
  • Handle: RePEc:zbw:zewdip:12016
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/56027/1/688723977.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Dirk Czarnitzki, 2006. "Research And Development In Small And Medium‐Sized Enterprises: The Role Of Financial Constraints And Public Funding," Scottish Journal of Political Economy, Scottish Economic Society, vol. 53(3), pages 335-357, July.
    2. 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.
    3. G. M.P. Swann, 2009. "The Economics of Innovation," Books, Edward Elgar Publishing, number 13211.
    4. Jonathan T. Eckhardt & Scott Shane & Frédéric Delmar, 2006. "Multistage Selection and the Financing of New Ventures," Management Science, INFORMS, vol. 52(2), pages 220-232, February.
    5. Cohen, Wesley M. & Levin, Richard C., 1989. "Empirical studies of innovation and market structure," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 2, chapter 18, pages 1059-1107, Elsevier.
    6. Dirk Czarnitzki & Kornelius Kraft, 2010. "On the profitability of innovative assets," Applied Economics, Taylor & Francis Journals, vol. 42(15), pages 1941-1953.
    7. Stephen A. Ross, 1977. "The Determination of Financial Structure: The Incentive-Signalling Approach," Bell Journal of Economics, The RAND Corporation, vol. 8(1), pages 23-40, Spring.
    8. Paul Geroski & Steve Machin & John Van Reenen, 1993. "The Profitability of Innovating Firms," RAND Journal of Economics, The RAND Corporation, vol. 24(2), pages 198-211, Summer.
    9. 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.
    10. Rebel A. Cole, 2013. "What Do We Know about the Capital Structure of Privately Held US Firms? Evidence from the Surveys of Small Business Finance," Financial Management, Financial Management Association International, vol. 42(4), pages 777-813, December.
    11. Astebro, Thomas & Bernhardt, Irwin, 2003. "Start-up financing, owner characteristics, and survival," Journal of Economics and Business, Elsevier, vol. 55(4), pages 303-319.
    12. Cavalluzzo, Ken S & Cavalluzzo, Linda C, 1998. "Market Structure and Discrimination: The Case of Small Businesses," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 30(4), pages 771-792, November.
    13. Stephen Bond & Dietmar Harhoff & John Van Reenen, 2010. "Investment, R&D and Financial Constraints in Britain and Germany," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 433-460, National Bureau of Economic Research, Inc.
    14. 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.
    15. Hellmann, Thomas & Puri, Manju, 2000. "The Interaction between Product Market and Financing Strategy: The Role of Venture Capital," The Review of Financial Studies, Society for Financial Studies, vol. 13(4), pages 959-984.
    16. Czarnitzki, Dirk & Kraft, Kornelius, 2009. "Capital control, debt financing and innovative activity," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 372-383, August.
    17. Chang, Chingfu & Lee, Alice C. & Lee, Cheng F., 2009. "Determinants of capital structure choice: A structural equation modeling approach," The Quarterly Review of Economics and Finance, Elsevier, vol. 49(2), pages 197-213, May.
    18. James S. Ang, 1992. "On the Theory of Finance for Privately Held Firms," Journal of Entrepreneurial Finance, Pepperdine University, Graziadio School of Business and Management, vol. 1(3), pages 185-203, Spring.
    19. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    20. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    21. Helmut Fryges & Sandra Gottschalk & Karsten Kohn, 2010. "The KfW/ZEW Start-up Panel: Design and Research Potential," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 130(1), pages 117-132.
    22. Ciarán mac an Bhaird & Brian Lucey, 2010. "Determinants of capital structure in Irish SMEs," Small Business Economics, Springer, vol. 35(3), pages 357-375, October.
    23. Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Anthony Bartzokas & Sunil Mani (ed.), Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2, Edward Elgar Publishing.
    24. Heger, Diana & Tykvová, Tereza, 2009. "Do venture capitalists give founders their walking papers?," Journal of Corporate Finance, Elsevier, vol. 15(5), pages 613-625, December.
    25. 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.
    26. 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.
    27. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    28. Frederique Savignac, 2008. "Impact Of Financial Constraints On Innovation: What Can Be Learned From A Direct Measure?," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 17(6), pages 553-569.
    29. Charlie Karlsson & Roger R. Stough & Borje Johansson (ed.), 2009. "Entrepreneurship and Innovations in Functional Regions," Books, Edward Elgar Publishing, number 12584.
    30. Paul Gompers & Josh Lerner, 2006. "The Venture Capital Cycle, 2nd Edition," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262572389, December.
    31. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    32. David G. Blanchflower & Phillip B. Levine & David J. Zimmerman, 2003. "Discrimination in the Small-Business Credit Market," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 930-943, November.
    33. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    34. Cassar, Gavin, 2004. "The financing of business start-ups," Journal of Business Venturing, Elsevier, vol. 19(2), pages 261-283, March.
    35. Romer, Paul M, 1990. "Endogenous Technological Change," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 71-102, October.
    36. Amemiya, Takeshi, 1974. "Multivariate Regression and Simultaneous Equation Models when the Dependent Variables Are Truncated Normal," Econometrica, Econometric Society, vol. 42(6), pages 999-1012, November.
    37. Rammer, Christian, 2009. "Innovationsverhalten der Unternehmen in Deutschland 2007: Aktuelle Entwicklungen und die Rolle der Finanzierung," Studien zum deutschen Innovationssystem 4-2009, Expertenkommission Forschung und Innovation (EFI) - Commission of Experts for Research and Innovation, Berlin.
    38. Susan Coleman & Alicia Robb, 2009. "A comparison of new firm financing by gender: evidence from the Kauffman Firm Survey data," Small Business Economics, Springer, vol. 33(4), pages 397-411, December.
    39. 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.
    40. Chirinko, Robert S. & Singha, Anuja R., 2000. "Testing static tradeoff against pecking order models of capital structure: a critical comment," Journal of Financial Economics, Elsevier, vol. 58(3), pages 417-425, December.
    41. Verheul, Ingrid & Thurik, Roy, 2001. "Start-Up Capital: "Does Gender Matter?"," Small Business Economics, Springer, vol. 16(4), pages 329-345, June.
    42. repec:adr:anecst:y:2005:i:79-80:p:17 is not listed on IDEAS
    43. José López-Gracia & Francisco Sogorb-Mira, 2008. "Testing trade-off and pecking order theories financing SMEs," Small Business Economics, Springer, vol. 31(2), pages 117-136, August.
    44. Kamien,Morton I. & Schwartz,Nancy L., 1982. "Market Structure and Innovation," Cambridge Books, Cambridge University Press, number 9780521293853, December.
    45. Gaudreault, Valerie & Gellatly, Guy & Baldwin, John R., 2002. "Financing Innovation in New Small Firms: New Evidence from Canada," Analytical Studies Branch Research Paper Series 2002190e, Statistics Canada, Analytical Studies Branch.
    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. Kou, Mingting & Yang, Yuanqi & Chen, Kaihua, 2020. "The impact of external R&D financing on innovation process from a supply-demand perspective," Economic Modelling, Elsevier, vol. 92(C), pages 375-387.
    2. Brigitte Eierle & Simone Wencki, 2016. "The determinants of capitalising development costs in private companies: evidence from Germany," Journal of Business Economics, Springer, vol. 86(3), pages 259-300, April.

    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. Georgios Efthyvoulou & Priit Vahter, 2016. "Financial Constraints, Innovation Performance and Sectoral Disaggregation," Manchester School, University of Manchester, vol. 84(2), pages 125-158, March.
    2. Bettina Becker, 2013. "The Determinants of R&D Investment: A Survey of the Empirical Research," Discussion Paper Series 2013_09, Department of Economics, Loughborough University, revised Sep 2013.
    3. Mueller, Elisabeth & Zimmermann, Volker, 2006. "The Importance of Equity Finance for R&D Activity: Are There Differences Between Young and OldCompanies?," ZEW Discussion Papers 06-014, ZEW - Leibniz Centre for European Economic Research.
    4. 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.
    5. García-Quevedo, José & Segarra-Blasco, Agustí & Teruel, Mercedes, 2018. "Financial constraints and the failure of innovation projects," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 127-140.
    6. 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.
    7. García-Quevedo, José & Segarra-Blasco, Agustí & Teruel, Mercedes, 2018. "Financial constraints and the failure of innovation projects," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 127-140.
    8. 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.
    9. Demeulemeester, Sarah & Hottenrott, Hanna, 2015. "R&D subsidies and firms' cost of debt," DICE Discussion Papers 201, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    10. 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.
    11. Silva Filipe & Carreira Carlos, 2017. "Financial Constraints: Do They Matter to Allocate R&D Subsidies?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-26, October.
    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. Satish Kumar & Riya Sureka & Sisira Colombage, 2020. "Capital structure of SMEs: a systematic literature review and bibliometric analysis," Management Review Quarterly, Springer, vol. 70(4), pages 535-565, November.
    14. Carlos Carreira & Filipe Silva, 2010. "No Deep Pockets: Some Stylized Empirical Results On Firms’ Financial Constraints," Journal of Economic Surveys, Wiley Blackwell, vol. 24(4), pages 731-753, September.
    15. Giovanni Cerulli & Bianca Poti', 2016. "Explaining firm sensitivity to R&D subsidies within a dose-response model: The role of financial constraints, real cost of investment, and strategic value of R&D," DEM Working Papers 2016/09, Department of Economics and Management.
    16. Stefan Kipar, 2012. "Determinants of Firm Innovation - Evidence from German Panel Data," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 45, April.
    17. Czarnitzki, Dirk & Giebel, Marek, 2021. "Financial constraints for R&D and innovation: New evidence from a survey experiment," ZEW Discussion Papers 21-084, ZEW - Leibniz Centre for European Economic Research.
    18. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    19. Benlu Hai & Ximing Yin & Jie Xiong & Jin Chen, 2022. "Could more innovation output bring better financial performance? The role of financial constraints," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 8(1), pages 1-26, December.
    20. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," 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 129-213, Elsevier.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship

    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:zbw:zewdip:12016. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/zemande.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.