The Impact of Cash-Flow and the Main Components of the Capital Structure on Innovative Performances of European Firms

Bernardina Algieri, Antonio Aquino, Marianna Succurro

Abstract


This study aims at investigating the impact of cash-flow, the main components of the capital structure, and R&D on innovative performances of firms, for seven EU countries. The analysis is carried out on data taken from the EU-Efige Survey, enriched with accounting data retrieved from the Amadeus Database (Bureau Van Dijk). We consider three measures of innovative performance: product innovations, process innovations and patents. The capital structure of the firms is evaluated through the short-term debt ratio, the long-term debt ratio and the equity to total assets ratio. We also include as explanatory variables in the econometric analysis R&D and a set of other control variables commonly employed in the empirical literature as determinants of firms’ innovative performance. The results reveal that internal financial resources (cash-flows) and R&D have the greatest importance for innovative performances; the availability of long-term bank loans, a significant export propensity and a greater firm size facilitate and stimulate firms to introduce new products and production processes. Some policy implications conclude the study.

Keywords


Innovation; Patent; R&D; Capital structure; Probit model

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References


Aghion, P., Bolton, P., 1992. An Incomplete Contracts Approach to Financial Contracting. The Review of Economic Studies 59, 473–494.

Aghion, P., Bond, S., Klemm, A., Marinescu, I., 2004. Technology and Financial Structure: Are Innovative Firms Different? Journal of the European Economic Association 2, 277–288.

Agrawal, K., Maheshwari, Y., 2019. Efficacy of Industry Factors for Corporate Default Prediction. IIMB Management Review 31, 71-77.

Aiello, F., Bonanno, G., Rossi, S.P.S., 2020a. How Firms Finance Innovation. Further Empirics from European SMEs. Metroeconomica 71, 689–714.

Aiello, F., Cardamone, P., Mannarino, L., Pupo, V., 2020b. Does External R&D Matter for Family Firm Innovation? Evidence from the Italian Manufacturing Industry. Small Business Economics. https://doi.org/10.1007/s11187-020-00379-z

Algieri, B., Aquino, A., Mannarino, L., 2018. Non-price Competitiveness and Financial Drivers of Exports: Evidences from Italian Regions. Italian Economic Journal 4, 107–133.

Almeida, H., Hsu, P.H., Li, D., 2013. Less is More: Financial Constraints and Innovative Efficiency. Available at SSRN: https://ssrn.com/abstract=1831786 or http://dx.doi.org/10.2139/ssrn.1831786

Altomonte, C., Aquilante, T., Békés, G., Ottaviano, G.I., 2013. Internationalization and Innovation of Firms: Evidence and Policy. Economic Policy 28, 663-700.

Barney, J.B., 1991. Firm Resources and Sustained Competitive Advantage. Journal of Management 17, 99–120.

Bartoloni, E., 2013. Capital Structure and Innovation: Causality and Determinants. Empirica 40, 111-151.

Baumann, J., Kritikos, A., 2016. The Link between R&D, Innovation and Productivity: Are Micro Firms Different?. Research Policy 45, 1263-1274.

Beck, T., Demirgüç-Kunt, A., Maksimovic, V., 2005. Financial and Legal Constraints to Growth: Does Firm Size Matter?. The Journal of Finance 60, 137–177.

Bianchini, S., Pellegrino, G., Tamagni, F., 2018. Innovation Complementarities and Firm Growth. Industrial and Corporate Change 27, 657-676.

Brown, J.R., Fazzari, S.M., Petersen, B.C., 2009. Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom. The Journal of Finance 64, 151–185.

Butzbach, O., Cinquegrana, G., Donati, C., Sarno, D., 2020. Regional Financial Sector and Capital Structure Decisions in a Dualistic Economy. L'industria, Rivista di Economia e Politica Industriale 2, 325-345.

Canepa, A., Stoneman, P., 2005. Financing Constraints in the Inter Firm Diffusion of New Process Technologies. The Journal of Technology Transfer 30, 159–169.

Carpenter, R.E., Petersen, B. C., 2002. Capital Market Imperfections, High-tech Investment, and New Equity Financing. The Economic Journal 112, F54–F72.

Chen, V., Li, J., Shapiro, D.M., Zhang, X., 2014. Ownership Structure and Innovation: An Emerging Market Perspective. Asia Pacific Journal of Management 31, 1–24.

Cosci, S., Meliciani, V., Sabato, V., 2015. Relationship Lending and Innovation: Empirical Evidence on a Sample of European Firms. Economics of Innovation and New Technology 25, 335-357.

Cosh, A., Cumming, D., Hughes, A., 2009. Outside Enterpreneurial Capital. The Economic Journal 119, 1494–1533.

Costanzo, G.D., Succurro, M., 2018. Ownership Structure and Firm Patenting Activity in Italy. Eurasian Economic Review 9, 239-266.

Dong, Y., Lewbel, A., 2012. A Simple Estimator for Binary Choice Models with Endogenous Regressors. Resource Document. Boston College. http://fmwww.bc.edu/EC-P/wp807.pdf. Accessed 30 October 2013.

Fazzari, S.M., Hubbard, R.G., Petersen, B.C., 1988. Financing Constraints and Corporate Investment. Brookings Papers Economic Activity 1, 141–205.

Francis, J., Smith, A., 1995. Agency Costs and Innovation: Some Empirical Evidence. Journal of Accounting and Economics 19, 383–409.

Frank, M.Z., Goyal, V.K., 2009. Capital Structure Decisions: Which Factors are Reliably Important?. Financial Management 38, 1–37.

Giannetti, C., 2012. Relationship Lending and Firm Innovativeness. Journal of Empirical Finance 19, 762–781.

Gill, A., Biger, N., Mathur, N., 2011. The Effect of Capital Structure on Profitability: Evidence from the United States. International Journal of Management 28, 3–15.

Gitman, L.J., Zutter, C.J., 2012. Principles of Managerial Finance. Pearson Prentice Hall, Boston.

Graham, J.R., Harvey, C.R., 2001. The Theory and Practice of Corporate Finance: Evidence from the Field. Journal of Financial Economics 60, 187-243.

Griffith, R., Huergo, E., Mairesse, J., Peters, B., 2006. Innovation and Productivity across Four European Countries. Oxford Review of Economic Policy 22, 483–498.

Griliches, Z., 1995. R&D and Productivity: Econometric Results and Measurement Issues. In: Stoneman, P. (Ed.), Handbook of the Economics of Innovation and Technological Change. -Blackwell Handbooks in Economics- Blackwell, Oxford, U.K., pp. 52-89.

Guariglia, A., Liu, P., 2014. To What Extent Do Financing Constraints Affect Chinese Firms' Innovation Activities?. International Review of Financial Analysis 36, 223–240.

Hall, B.H., 1992. Investment and Research and Development at the Firm Level: Does the Source of Financing Matter?. NBER Working Paper No. 4096, National Bureau of Economic Research. http://www.nber.org/papers/w4096.pdf.

Hall, B.H., 2009. The Financing of Innovative Firms. European Investment Bank Papers 14, 8-28.

Hall, B.H., Lerner, J., 2010. The Financing of R&D and Innovation. In: Hall, B.H., Rosenberg, N. (Eds.), Handbook of the Economics of Innovation, (Vol.1) Elsevier-North Holland, Amsterdam, The Netherlands pp. 609–639.

Hall, B.H., Moncada-Paternò-Castello, P., Montresor, S., Vezzani, A., 2016. Financing Constraints, R&D Investments and Innovative Performances: New Empirical Evidence at the Firm Level for Europe. Economics of Innovation and New Technology 25, 183-196.

Herrera, A.M., Minetti, R., 2007. Informed Finance and Technological Change: Evidence from Credit Relationships. Journal of Financial Economics 83, 223-269.

Hosono, K., Tomiyama, M., Miyagawa, T., 2004. Corporate Governance and Research and Development: Evidence from Japan. Economics of Innovation and New Technologies 13, 141–164.

Hottenrott, H., Peters, B., 2012. Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?. Review of Economics and Statistics 94, 1126–1142.

Hyytinen, A., Toivanen, O., 2005. Do Financial Constraints Hold Back Innovation and Growth? Evidence on the Role of Public Policy. Research Policy 34, 1385-1403.

Hubbard, R.G., 1998. Capital Market Imperfections and Investment. Journal of Economic Literature 36, 193–225.

Huergo, E., Jaumandreu, J., 2004. How Does Probability of Innovation Change with Firm Age?. Small Business Economics 22, 193–207.

Javed, T., Younas, W., Imran, M., 2014. Impact of Capital Structure on Firm Performance. Evidence from Pakistani Firms. International Journal of Academic Research in Economics and Management Science 5, 28-52.

Lewbel, A., 2004. Simple Estimators for Hard Problems: Endogeneity in Discrete Choice Related Models. Resource document. Boston College. https://www2.bc.edu/~lewbel/simple6.pdf.

Lewbel, A., Dong, Y., Yang, T. T., 2012. Comparing Features of Convenient Estimators for Binary Choice Models with Endogenous Regressors. Canadian Journal of Economics 45, 809-829.

Magri, S., 2014. Does Issuing Equity Help R&D Activity? Evidence from Unlisted Italian High-tech Manufacturing Firms. Economics of Innovation and New Technology 23, 825-854.

Magri, S., 2009. The Financing of Small Innovative Firms: the Italian Case. Economics of Innovation and New Technology 18, 181-204.

Mina, A., Lahr, H., Hughes, A., 2013. The Demand and Supply of External Finance for Innovative Firms. Industrial and Corporate Change 22, 869–901.

Minetti, R., Murro, P., Paiella, M., 2015. Ownership Structure, Governance, and Innovation. European Economic Review 80, 165-193.

Mohnen, P., Roller, L.H., 2005. Complementarities in Innovation Policy. European Economic Review 49, 1431–1450.

Mohnen, P., Palm, F., Loeff, S., Tiwari, A., 2008. Financial Constraints and Other Obstacles: Are They a Threat to Innovation Activity?. De Economist 156, 201–214.

Musso, P., Schiavo, S., 2008. The Impact of Financial Constraints on Firm Survival and Growth. Journal of Evolutionary Economics 18, 135–149.

Myers, S., Majluf, N.S., 1984. Corporate Financing and Investment Decisions when Firms Have Information that Investors Do Not Have. Journal of Financial Economics 13: 187–221.

Parpaleix, L., Levillain, K., Segrestin, B., 2019. Financing the Next Generations of Innovation: New Dimensions in the Private Equity Model. Journal of Innovation Economics & Management 29, 7-41.

Pavitt, K., 1985. Patent Statistics as Indicators of Innovative Activities: Possibilities and Problems. Scientometrics 7, 77–99.

Purwohandoko, P., 2017. The Influence of Firm's Size, Growth, and Profitability on Firm Value with Capital Structure as the Mediator: A Study on the Agricultural Firms Listed in the Indonesian Stock Exchange. International Journal of Economics and Finance 9, 103–110.

Savignac, F., 2009. Impact of Financial Constraints on Innovation: What Can Be Learned from a Direct Measure?. Economics of Innovation and New Technology 17, 553–569.

Shapiro, D., Tang, Y., Wang, M., Zhang, W., 2015. The Effects of Corporate Governance and Ownership on the Innovation Performance of Chinese SMEs. Journal of Chinese Economic and Business Studies 13, 311-335.

Singh, N.P., Bagga, M., 2019. The Effect of Capital Structure on Profitability: An Empirical Panel Data Study. Jindal Journal of Business Research 8, 65–77.

Schmookler, J., 1954. The Level of Inventive Activity. The Review of Economics and Statistics 36, 183-190.

Stulz, R., 1990. Managerial Discretion and Optimal Financing Policies. Journal of Financial Economics 26, 3–27.

Wang, T., Thornhill, S., 2010. R&D Investment and Financing Choices: A Comprehensive Perspective. Research Policy 39, 1148–1159.

Williamson, O., 1988. Corporate Finance and Corporate Governance. The Journal of Finance 43, 567–591.

Wruck, K.H., 1990. Financial Distress, Reorganization, and Organizational Efficiency. Journal of Financial Economics 27, 419–444.

Yafeh, Y., Yosha, O., 2003. Large Shareholders and Banks: Who Monitors and How?. The Economic Journal 113, 128–146.




DOI: http://dx.doi.org/10.5202/rei.v11i1-2.324

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