Self-Financing of Traditional and R&D Investments: Evidence from Italian SMEs
Self-financing has often been seen as an important source for research-and-development (R&D) funding. However, an in-depth comparison between the determinants of self-financing in the case of traditional investments versus those in R&D has not been provided yet. We use a comprehensive data set of Italian manufacturing firms to investigate this issue. We analyse the role of a wide number of financial variables in driving the rate of self-financing of firms, in both traditional and R&D investments, and we focus on public subsidies and firm size as critical factors explaining heterogeneity. First, we perform logit and logistic regressions separately for traditional and R&D self-financing, finding that they are positively correlated, and that the availability of public subsidies reduces self-financing. Subsequent poolability tests show that public subsidies and firm size are crucial discriminating factors for self-financing behaviour. Our main finding is that, in the absence of public subsidies, no internal or external market variable is able to explain the firms’ financing decisions. Furthermore, our analyses generally show that credit constraints and banking relationship variables are relevant in determining traditional investment self-financing, while no clear statistical evidence is found in the R&D case. Credit rationing is not significant for R&D self-financing, which may be explained by rationed firms being left out of our sample.
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- Achim Zeileis, . "Econometric Computing with HC and HAC Covariance Matrix Estimators," Journal of Statistical Software, American Statistical Association, vol. 11(i10).
- 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.
- Bronwyn H. Hall, 2003.
"The Financing of Research and Development,"
- Bronwyn H. Hall, 2002. "The Financing of Research and Development," Oxford Review of Economic Policy, Oxford University Press, vol. 18(1), pages 35-51, Spring.
- Bronwyn Hall, 2004. "The financing of research and development," Chapters, in: Financial Systems, Corporate Investment in Innovation, and Venture Capital, chapter 2 Edward Elgar.
- Hall, Bronwyn H., 2002. "The Financing of Research and Development," Department of Economics, Working Paper Series qt34c1c643, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Hall, Bronwyn, 2002. "The Financing of Research and Development," Department of Economics, Working Paper Series qt5rf0x9gz, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
- Bronwyn H. Hall, 2002. "The Financing of Research and Development," NBER Working Papers 8773, National Bureau of Economic Research, Inc.
- Bester, Helmut, 1985. "Screening vs. Rationing in Credit Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 75(4), pages 850-55, September.
- Roberto Patuelli & Andrea Vaona & Christoph Grimpe, 2008.
"Poolability and Aggregation Problems of Regional Innovation Data: An Application to Nanomaterial Patenting,"
Quaderni della facoltà di Scienze economiche dell'Università di Lugano
0810, USI Università della Svizzera italiana.
- Roberto Patuelli & Andrea Vaona & Christoph Grimpe, 2010. "The German East‐West Divide In Knowledge Production: An Application To Nanomaterial Patenting," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 101(5), pages 568-582, December.
- Roberto Patuelli & Andrea Vaona & Christoph Grimpe, 2008. "The German East-West Divide in Knowledge Production: An Application to Nanomaterial Patenting," Working Paper Series 40-08, The Rimini Centre for Economic Analysis, revised Aug 2010.
- Allen N. Berger & Gregory F. Udell, 1998.
"The economics of small business finance: the roles of private equity and debt markets in the financial growth cycle,"
Finance and Economics Discussion Series
1998-15, Board of Governors of the Federal Reserve System (U.S.).
- 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.
- Pietro Alessandrini & Andrea F. Presbitero & Alberto Zazzaro, 2009. "Banks, Distances and Firms' Financing Constraints," Review of Finance, European Finance Association, vol. 13(2), pages 261-307.
- 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, 07.
- Leland, Hayne E & Pyle, David H, 1977.
"Informational Asymmetries, Financial Structure, and Financial Intermediation,"
Journal of Finance,
American Finance Association, vol. 32(2), pages 371-87, May.
- Hayne E. Leland and David H. Pyle., 1976. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Research Program in Finance Working Papers 41, University of California at Berkeley.
- 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.
- Achim Zeileis, . "Object-oriented Computation of Sandwich Estimators," Journal of Statistical Software, American Statistical Association, vol. 16(i09).
- Claudio A. Piga & Gianfranco Atzeni, 2007.
"R&D Investment, Credit Rationing And Sample Selection,"
Bulletin of Economic Research,
Wiley Blackwell, vol. 59(2), pages 149-178, 04.
- Gianfranco Atzeni & Claudio Piga, 2005. "R&D investment, Credit Rationing and Sample Selection," Discussion Paper Series 2005_6, Department of Economics, Loughborough University, revised Jun 2005.
- 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.
- Myers, Stewart C. & Majluf, Nicolás S., 1945-, 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Working papers 1523-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
- Neslihan Ozkan, 2002. "Effects of financial constraints on research and development investment: an empirical investigation," Applied Financial Economics, Taylor & Francis Journals, vol. 12(11), pages 827-834.
- Bhattacharya Sudipto & Chiesa Gabriella, 1995. "Proprietary Information, Financial Intermediation, and Research Incentives," Journal of Financial Intermediation, Elsevier, vol. 4(4), pages 328-357, October.
- Elisa Ughetto, 2008. "Does internal finance matter for R&D? New evidence from a panel of Italian firms," Cambridge Journal of Economics, Oxford University Press, vol. 32(6), pages 907-925, November.
- Harris, Milton & Raviv, Artur, 1991. " The Theory of Capital Structure," Journal of Finance, American Finance Association, vol. 46(1), pages 297-355, March.
- Meuleman, M. & De Maeseneire, W., 2008. "Do R&D subsidies affect SME's: access to external financing," Vlerick Leuven Gent Management School Working Paper Series 2008-12, Vlerick Leuven Gent Management School.
- Czarnitzki, Dirk & Binz, Hanna L., 2008.
"R&D Investment and Financing Constraints of Small and Medium-Sized Firm,"
ZEW Discussion Papers
08-047, ZEW - Zentrum für Europäische Wirtschaftsforschung / Center for European Economic Research.
- Dirk Czarnitzki & Hanna Hottenrott, 2011. "R&D investment and financing constraints of small and medium-sized firms," Small Business Economics, Springer, vol. 36(1), pages 65-83, January.
- Thomas W. Yee, . "The VGAM Package for Categorical Data Analysis," Journal of Statistical Software, American Statistical Association, vol. 32(i10).
- Oliviero Carboni, 2011. "R&D subsidies and private R&D expenditures: evidence from Italian manufacturing data," International Review of Applied Economics, Taylor & Francis Journals, vol. 25(4), pages 419-439.
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