IDEAS home Printed from https://ideas.repec.org/a/kap/empiri/v40y2013i1p111-151.html
   My bibliography  Save this article

Capital structure and innovation: causality and determinants

Author

Listed:
  • Eleonora Bartoloni

Abstract

It is widely recognized that a firm’s financial behaviour is the result of a complex mix of conditions, both internal and external to the firm; these may affect its investment decisions and its growth opportunities. This paper offers a twofold contribution to the empirical debate on the financing of innovation. First of all, it provides a comprehensive descriptions of possible simultaneous patterns which may affect a firm’s relevant dimensions, namely innovation inputs, innovation output, leverage and profitability. By using a Granger-Causality framework we will show that a firm’s leverage does not cause innovation output, as proxied by a measure of a firm’s successful innovation, while it is rather caused by successful innovation and a firm’s operating profitability. The second contribution is an original investigation of the determinants of a firm’s capital structure based on a panel of Italian firms which links the third Community Innovation Survey with an administrative data source providing economic and financial information collected from balance sheets and income statements referring to the period 1996–2003. This paper provides support for the pecking order theory as our firms are less indebted when operating profitability increases, but the use of external funding increases with their innovative effort. We also find support for the existence of credit constrains which seem to affect small innovative firms when compared with larger enterprises. Copyright Springer Science+Business Media, LLC. 2013

Suggested Citation

  • Eleonora Bartoloni, 2013. "Capital structure and innovation: causality and determinants," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 40(1), pages 111-151, February.
  • Handle: RePEc:kap:empiri:v:40:y:2013:i:1:p:111-151
    DOI: 10.1007/s10663-011-9179-y
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1007/s10663-011-9179-y
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10663-011-9179-y?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. Hovakimian, Armen & Opler, Tim & Titman, Sheridan, 2001. "The Debt-Equity Choice," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(1), pages 1-24, March.
    2. 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.
    3. Teece, David J., 2010. "Technological Innovation and the Theory of the Firm," 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 679-730, Elsevier.
    4. 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.
    5. repec:bla:jfinan:v:43:y:1988:i:1:p:1-19 is not listed on IDEAS
    6. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    7. 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.
    8. 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.
    9. Bradley, Michael & Jarrell, Gregg A & Kim, E Han, 1984. "On the Existence of an Optimal Capital Structure: Theory and Evidence," Journal of Finance, American Finance Association, vol. 39(3), pages 857-878, July.
    10. Harris, Milton & Raviv, Artur, 1991. "The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
    11. 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.
    12. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    13. Laura Bottazzi & Marco Da Rin, 2002. "Venture capital in Europe and the financing of innovative companies [‘Robust financial contracting and the role of venture capitalists’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 17(34), pages 229-270.
    14. David J. Teece & Gary Pisano & Amy Shuen, 1997. "Dynamic capabilities and strategic management," Strategic Management Journal, Wiley Blackwell, vol. 18(7), pages 509-533, August.
    15. Mark B. Stewart, 2007. "The interrelated dynamics of unemployment and low-wage employment," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 511-531.
    16. Douglas W. Diamond, 1991. "Debt Maturity Structure and Liquidity Risk," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(3), pages 709-737.
    17. 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.
    18. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    19. Geronikolaou, George & Papachristou, George, 2008. "Venture Capital and Innovation in Europe," MPRA Paper 36706, University Library of Munich, Germany.
    20. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    21. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    22. 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.
    23. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    24. Hoshi, Takeo & Kashyap, Anil & Scharfstein, David, 1990. "The role of banks in reducing the costs of financial distress in Japan," Journal of Financial Economics, Elsevier, vol. 27(1), pages 67-88, September.
    25. Dorothea Schafer & Axel Werwatz & Volker Zimmermann, 2004. "The Determinants of Debt and (Private) Equity Financing: The Case of Young, Innovative SMEs from Germany," Industry and Innovation, Taylor & Francis Journals, vol. 11(3), pages 225-248.
    26. Massoud Karshenas & Paul L. Stoneman, 1993. "Rank, Stock, Order, and Epidemic Effects in the Diffusion of New Process Technologies: An Empirical Model," RAND Journal of Economics, The RAND Corporation, vol. 24(4), pages 503-528, Winter.
    27. Dorothea Schäfer & Axel Werwatz & Volker Zimmermann, 2004. "The Determinants of Debt and (Private-) Equity Financing in Young Innovative SMEs: Evidence from Germany," Discussion Papers of DIW Berlin 411, DIW Berlin, German Institute for Economic Research.
    28. Massimo Colombo & Luca Grilli, 2007. "Funding Gaps? Access To Bank Loans By High-Tech Start-Ups," Small Business Economics, Springer, vol. 29(1), pages 25-46, June.
    29. Eleonora Bartoloni & Maurizio Baussola, 2001. "The Determinants of Technology Adoption in Italian Manufacturing Industries," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 19(3), pages 305-328, November.
    30. Alessandra Canepa & Paul Stoneman, 2008. "Financial constraints to innovation in the UK: evidence from CIS2 and CIS3," Oxford Economic Papers, Oxford University Press, vol. 60(4), pages 711-730, October.
    31. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    32. Giudici, Giancarlo & Paleari, Stefano, 2000. "The Provision of Finance to Innovation: A Survey Conducted among Italian Technology-Based Small Firms," Small Business Economics, Springer, vol. 14(1), pages 37-53, February.
    33. Sims, Christopher A, 1972. "Money, Income, and Causality," American Economic Review, American Economic Association, vol. 62(4), pages 540-552, September.
    34. Dries Heyman & Marc Deloof & Hubert Ooghe, 2008. "The Financial Structure of Private Held Belgian Firms," Small Business Economics, Springer, vol. 30(3), pages 301-313, March.
    35. Smith, Clifford Jr. & Warner, Jerold B., 1979. "On financial contracting : An analysis of bond covenants," Journal of Financial Economics, Elsevier, vol. 7(2), pages 117-161, June.
    36. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    37. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, 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. Jun Du & Yama Temouri, 2015. "High-growth firms and productivity: evidence from the United Kingdom," Small Business Economics, Springer, vol. 44(1), pages 123-143, January.
    2. Ana Milena Padilla Ospina & Jorge Alberto Rivera Godoy & Javier Humberto Ospina Holguín, 2015. "Determinantes de la estructura de capital de las mipymes del sector real participantes del Premio Innova 2007-2011," Revista Finanzas y Politica Economica, Universidad Católica de Colombia, vol. 7(2), pages 359-380, July.
    3. Simon Loretz & Socrates Mokkas, 2015. "Evidence for Profit Shifting with Tax-sensitive Capital Stocks," FinanzArchiv: Public Finance Analysis, Mohr Siebeck, Tübingen, vol. 71(1), pages 1-36, March.
    4. Chin, Tachia & Wang, Wannan & Yang, Meng & Duan, Yunlong & Chen, Yantai, 2021. "The moderating effect of managerial discretion on blockchain technology and the firms’ innovation quality: Evidence from Chinese manufacturing firms," International Journal of Production Economics, Elsevier, vol. 240(C).
    5. Cefis, Elena & Bartoloni, Eleonora & Bonati, Marco, 2020. "Show me how to live: Firms' financial conditions and innovation during the crisis," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 63-81.
    6. Francesco Campanella & Maria Rosaria Peruta & Manlio Giudice, 2017. "The Effects of Technological Innovation on the Banking Sector," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(1), pages 356-368, March.
    7. Eleonora Bartoloni & Maurizio Baussola, 2016. "Does technological innovation undertaken alone have a real pivotal role? Product and marketing innovation in manufacturing firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(2), pages 91-113, March.
    8. Eleonora Bartoloni, 2012. "The persistence of innovation: a panel data investigation on manufacturing firms," International Review of Applied Economics, Taylor & Francis Journals, vol. 26(6), pages 787-810, April.
    9. Huacheng Rao & Dongxu Chen & Feichao Shen & Yangyang Shen, 2022. "Can Green Bonds Stimulate Green Innovation in Enterprises? Evidence from China," Sustainability, MDPI, vol. 14(23), pages 1-19, November.
    10. Mohammad Nayeem Abdullah & Emon Kalyan Chowdhury & Rahat Bari Tooheen, 2022. "Determinants of capital structure in banking sector: a Bangladesh perspective," SN Business & Economics, Springer, vol. 2(12), pages 1-19, December.
    11. Richard S.J. Tol & Yi Yiang, "undated". "Does green innovation crowd out other innovation of firms? - based on the extended CDM model and unconditional quantile regressions," Working Paper Series 0124, Department of Economics, University of Sussex Business School.
    12. Yehui Tong & Zelia Serrasqueiro, 2020. "The Influential Factors on Capital Structure: A Study on Portuguese High Technology and Medium-High Technology Small and Medium-Sized Enterprises," International Journal of Financial Research, International Journal of Financial Research, Sciedu Press, vol. 11(4), pages 23-35, July.
    13. Katarzyna Prędkiewicz, 2017. "Attitude towards Innovation and Barriers in Capital Access," Central European Business Review, Prague University of Economics and Business, vol. 2017(2), pages 64-76.
    14. Ryota Nakatani, 2024. "Food companies' productivity dynamics: Exploring the role of intangible assets," Agribusiness, John Wiley & Sons, Ltd., vol. 40(1), pages 185-226, January.
    15. Peng Xu & Heng Zhang & Guiyu Bai, 2019. "Research on the Differentiated Impact Mechanism of Parent Company Shareholding and Managerial Ownership on Subsidiary Responsive Innovation: Empirical Analysis Based on ‘Principal–Agent’ Framework," Sustainability, MDPI, vol. 11(19), pages 1-17, September.
    16. Nakatani, Ryota, 2021. "Total factor productivity enablers in the ICT industry: A cross-country firm-level analysis," Telecommunications Policy, Elsevier, vol. 45(9).
    17. Athenia Bongani Sibindi, 2018. "Determinants of Bank Capital Structure: Evidence from South Africa," Acta Universitatis Danubius. OEconomica, Danubius University of Galati, issue 14(5), pages 108-126, OCTOBER.
    18. Liu, Zhiying & Hu, Kaili & Hussain, Ammar, 2023. "R&D disclosure and corporate innovation: Mediating role of financing structure," Finance Research Letters, Elsevier, vol. 56(C).
    19. Wirginia Doryn, 2014. "Finansowe determinanty deinternacjonalizacji polskich spó³ek akcyjnych w latach 2008-2011 / Financial determinants of de-internationalization of Polish joint-stock companies in 2008-2011," International Economics, University of Lodz, Faculty of Economics and Sociology, issue 7, pages 111-125, September.
    20. 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).
    21. Shuanglian Chen & Zhehao Huang & Benjamin M. Drakeford & Pierre Failler, 2019. "Lending Interest Rate, Loaning Scale, and Government Subsidy Scale in Green Innovation," Energies, MDPI, vol. 12(23), pages 1-22, November.
    22. Ryota Nakatani, 2024. "Multifactor productivity growth enhancers across industries and countries: firm-level evidence," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 401-446, June.
    23. Isabel‐María García‐Sánchez & Isabel Gallego‐Álvarez & José‐Luis Zafra‐Gómez, 2021. "Do independent, female and specialist directors promote eco‐innovation and eco‐design in agri‐food firms?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(2), pages 1136-1152, February.
    24. Daniel Anarfi & Danuše Nerudová, 2017. "Profit-Shifting Activities in the Mining Sector: Evidence from the Czech Republic," European Journal of Business Science and Technology, Mendel University in Brno, Faculty of Business and Economics, vol. 3(1), pages 5-12.
    25. Duan, Yunlong & Wang, Wannan & Zhou, Wei, 2020. "The multiple mediation effect of absorptive capacity on the organizational slack and innovation performance of high-tech manufacturing firms: Evidence from Chinese firms," International Journal of Production Economics, Elsevier, vol. 229(C).

    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. 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.
    2. Vijayakumaran, Ratnam, 2021. "Impact of managerial ownership on investment and liquidity constraints: Evidence from Chinese listed companies," Research in International Business and Finance, Elsevier, vol. 55(C).
    3. Valérie Revest & Alessandro Sapio, 2012. "Financing technology-based small firms in Europe: what do we know?," Small Business Economics, Springer, vol. 39(1), pages 179-205, July.
    4. Cristina Aybar-Arias & Alejandro Casino-Martínez & José López-Gracia, 2012. "On the adjustment speed of SMEs to their optimal capital structure," Small Business Economics, Springer, vol. 39(4), pages 977-996, November.
    5. İbrahim Yarba & Z. Nuray Güner, 2020. "Leverage dynamics: Do financial development and government leverage matter? Evidence from a major developing economy," Empirical Economics, Springer, vol. 59(5), pages 2473-2507, November.
    6. Colombo, Massimo G. & Croce, Annalisa & Guerini, Massimiliano, 2013. "The effect of public subsidies on firms’ investment–cash flow sensitivity: Transient or persistent?," Research Policy, Elsevier, vol. 42(9), pages 1605-1623.
    7. Im, Hyun Joong & Kang, Ya & Shon, Janghoon, 2020. "How does uncertainty influence target capital structure?," Journal of Corporate Finance, Elsevier, vol. 64(C).
    8. Maria Elena Bontempi & Roberto Golinelli, 2012. "The effect of neglecting the slope parameters’ heterogeneity on dynamic models of corporate capital structure," Quantitative Finance, Taylor & Francis Journals, vol. 12(11), pages 1733-1751, November.
    9. Fabio Bertoni & Massimo G. Colombo & Annalisa Croce, 2010. "The Effect of Venture Capital Financing on the Sensitivity to Cash Flow of Firm's Investments," European Financial Management, European Financial Management Association, vol. 16(4), pages 528-551, September.
    10. Zhang, Dongyang & Liu, Deqiang, 2017. "Determinants of the capital structure of Chinese non-listed enterprises: Is TFP efficient?," Economic Systems, Elsevier, vol. 41(2), pages 179-202.
    11. Milos Markovic & Michael A. Stemmer, 2017. "Firm Growth Dynamics and Financial Constraints: Evidence from Serbian Firms," Documents de travail du Centre d'Economie de la Sorbonne 17012, Université Panthéon-Sorbonne (Paris 1), Centre d'Economie de la Sorbonne.
    12. Davide Dottori & Giacinto Micucci, 2018. "Corporate liquidity in Italy and its increase in the long recession," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 35(3), pages 981-1014, December.
    13. Canarella, Giorgio & Miller, Stephen M., 2022. "Firm size, corporate debt, R&D activity, and agency costs: Exploring dynamic and non-linear effects," The Journal of Economic Asymmetries, Elsevier, vol. 25(C).
    14. Zeitun, Rami & Temimi, Akram & Mimouni, Karim, 2017. "Do financial crises alter the dynamics of corporate capital structure? Evidence from GCC countries," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 21-33.
    15. Cafer Kaplan & Erdal Ozmen & Cihan Yalcin, 2006. "The Determinants and Implications of Financial Asset Holdings of Non-Financial Firms in Turkey : An Emprical Investigation," Working Papers 0606, Research and Monetary Policy Department, Central Bank of the Republic of Turkey.
    16. Falavigna, Greta & Ippoliti, Roberto, 2023. "SMEs’ behavior under financial constraints: An empirical investigation on the legal environment and the substitution effect with tax arrears," The North American Journal of Economics and Finance, Elsevier, vol. 66(C).
    17. Fabio Bertoni & María Ferrer & José Martí, 2013. "The different roles played by venture capital and private equity investors on the investment activity of their portfolio firms," Small Business Economics, Springer, vol. 40(3), pages 607-633, April.
    18. Mário Santos & António Moreira & Elisabete Vieira, 2014. "Ownership concentration, contestability, family firms, and capital structure," Journal of Management & Governance, Springer;Accademia Italiana di Economia Aziendale (AIDEA), vol. 18(4), pages 1063-1107, November.
    19. Sjur Westgaard & Amund Eidet & Stein Frydenberg & Thor Christian Grosås, 2008. "Investigating the Capital Structure of UK Real Estate Companies," Journal of Property Research, Taylor & Francis Journals, vol. 25(1), pages 61-87, August.
    20. Ömer Tuğsal Doruk, 2024. "The Link Between R&D and Financing Constraints in Manufacturing Sectors for Two Emerging Markets," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(3), pages 12596-12621, September.

    More about this item

    Keywords

    Capital structure; Innovation; Profitability; Community innovation survey; Panel data; G32; O32; L25;
    All these 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
    • L25 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Performance

    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:kap:empiri:v:40:y:2013:i:1:p:111-151. 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.