Financial system specialization and private research and development expenditure: research for OECD countries
Keywords:
R&D, Bond markets, OECD, Panel models, Stock exchanges, Financial systemsAbstract
Purpose. The purpose of this paper is to analyse the role that different financial sources and financial specialization have on private research and development (R&D) activity in OECD countries.
Design/methodology/approach. The authors developed several panel regressions choosing as a final model a two-way random effects regression to understand which funding sources are related to the R&D expenditure, and how financial specialization has links to the private portion of R&D aggregated expenditure. The authors include data from the years 2000 to 2016 for OECD countries.
Findings. The results reinforce the critical role that stock markets have in enhancing private R&D and that bond markets have an inverse relationship with private R&D national expenditures. The authors do not find evidence of a link between bank sources and private R&D. Specialized financial systems (banking or market) support innovation in a better way than a mixed arrangement of those two systems.
Practical implications. The findings of this study have considerable policy implications. Policymakers need to be aware of these results, given that some variables related to financial markets, seems to boost the inputs for R&D. In the long term, this could be a signal that national and regional systems of innovation need a broad view of the factors hampering scientific activity, and also a signal that there are other ways to impact the results of the complex innovation activity through the development of stronger financial systems backing up national systems of innovation.
Originality/value. The authors found that the long discussion about the financial system that a country has to choose to enhance growth with R&D&I may have been misleading the public policy. The findings show that rather than a bank or a stock market financial system, economies looking to boost R&D&I, must specialize in one of the two systems, deepen these and generate the appropriate policies to promote science, technology and innovation using those financial markets.
Downloads
References
Acharya, V. and Xu, Z. (2017), “Financial dependence and innovation: the case of public versus private firms”, Journal of Financial Economics, Vol. 124 No. 2, pp. 223-243, available at: www.sciencedirect.com/science/article/pii/S0304405X16300101
Akcigit, U. and Kerr, W. (2018), “Growth through heterogeneous innovations”, Journal of Political Economy, Vol. 126 No. 4, pp. 1374-1443, available at: www.journals.uchicago.edu/doi/10.1086/697901
Amemiya, T. (1971), “The estimation of the variances in a variance-components model”, International Economic Review, Vol. 12 No. 1, pp. 1-13, available at: www.jstor.org/stable/2525492?origin=crossref
Arellano, M. (2003), Panel Data Econometrics: Advanced Texts in Econometrics, Oxford University Press, Oxford.
Arestis, P., Demetriades, P. and Luintel, K. (2001), “Financial development and economic growth: the role of stock markets”, Journal of Money, Credit and Banking, Vol. 33 No. 1, p. 16, available at: www.jstor.org/stable/2673870?origin=crossref
Arrow, K.J. (1972), “Economic welfare and the allocation of resources for invention”, Readings in Industrial Economics, RAND Corporation, pp. 219-236, available at: www.rand.org/pubs/papers/P1856.html
Baldwin, J. and Lin, Z. (2002), “31 Research policy impediments to advanced technology adoption for Canadian manufacturers”, Research Policy, Vol. 31 No. 1.
Barbosa, N. and Faria, A. (2011), “Innovation across Europe: how important are institutional differences?”, Research Policy, Vol. 40 No. 9, pp. 1157-1169, available at: www.sciencedirect.com/science/article/pii/S0048733311000989
Beck, T. and Levine, R. (2002), “Industry growth and capital allocation: does having a market or bank-based system matter?”, Journal of Financial Economics, Vol. 64 No. 2, pp. 147-180, available at: www.sciencedirect.com/science/article/pii/S0304405X02000740
Beck, T. and Levine, R. (2004), “Stock markets, banks, and growth: panel evidence”, Journal of Banking and Finance, Vol. 28 No. 3, pp. 423-442, available at: www.sciencedirect.com/science/article/pii/S0378426602004089
Beck, T., Levine, R. and Loayza, N. (2000), “Finance and the sources of growth”, Journal of Financial Economics, Vol. 58 Nos 1/2, pp. 261-300, available at: www.sciencedirect.com/science/article/pii/S0304405X00000726
Becker, B. and Pain, N. (2003), “What determines industrial R&D expenditure in the UK?”, National Institute of Economic and Social Research, pp. 1-34, available at: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.143.6585&rep=rep1&type=pdf
Brown, J., Fazzari, S. and Petersen, B. (2009), “Financing innovation and growth: cash flow, external equity, and the 1990s R&D boom”, The Journal of Finance, Vol. 64 No. 1, pp. 151-185, available at: http://doi.wiley.com/10.1111/j.1540-6261.2008.01431.x
Chu, A. and Lai, C. (2013), “Money and the welfare cost of inflation in an R&D growth model”, Journal of Money, Credit and Banking, Vol. 45 No. 1, pp. 233-249, available at: http://doi.wiley.com/10.1111/j.1538-4616.2012.00568.x
Carlin, W. and Mayer, C. (2003), “Finance, investment, and growth”, Journal of Financial Economics, Vol. 69 No. 1, pp. 191-226, available at: www.sciencedirect.com/science/article/pii/S0304405X03001120
Chu, A., Cozzi, G., Furukawa, Y. and Liao, C. (2019), “Inflation and innovation in a schumpeterian economy with North-South technology transfer”, Journal of Money, Credit and Banking, Vol. 51 Nos 2/3, pp. 683-719, available at: https://onlinelibrary.wiley.com/doi/abs/10.1111/jmcb.12514
Chu, A., Cozzi, G., Lai, C. and Liao, C. (2015), “Inflation, R&D and growth in an open economy”, Journal of International Economics, Vol. 96 No. 2, pp. 360-374, available at: www.sciencedirect.com/science/article/pii/S0022199615000616
Čihák, M., Demirgüç-Kunt, A., Feyen, E. and Levine, R. (2018), “Benchmarking financial systems around the world”, Policy Research Working Paper 6175, World Bank, available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2152254
Cohen, W. and Levinthal, D. (2000), “Absorptive capacity: a new perspective on learning and innovation”, Strategic Learning in a Knowledge Economy, Elsevier, pp. 39-67, available at: http://linkinghub.elsevier.com/retrieve/pii/B9780750672238500058
Crepon, B., Duguet, E. and Mairessec, J. (1998), “Research, innovation and productivity: an econometric analysis at the firm level”, Economics of Innovation and New Technology, Vol. 7 No. 2, pp. 115-158, available at: www.tandfonline.com/action/journalInformation?journalCode=gein20
Czarnitzki, D. and Hussinger, K. (2018), “Input and output additionality of R&D subsidies”, Applied Economics, pp. 1-18, available at: www.tandfonline.com/action/journalInformation?journalCode=raec20
D'Este, P., Iammarino, S., Savona, M. and von Tunzelmann, N. (2012), “What hampers innovation? Revealed barriers versus deterring barriers”, Research Policy, Vol. 41 No. 2, pp. 482-488, available at: www.sciencedirect.com/science/article/pii/S0048733311001764
Da Rin, M. and Penas, M. (2007), The Effect of Venture Capital on Innovation Strategies, Cambridge, MA, available at: www.nber.org/papers/w13636.pdf
Demirgüç-Kunt, A. and Maksimovic, V. (2002), “Funding growth in bank-based and market-based financial systems: evidence from firm-level data”, Journal of Financial Economics, Vol. 65 No. 3, pp. 337-363, available at: www.sciencedirect.com/science/article/pii/S0304405X02001459
Denis, D. and Mihov, V. (2002), “The choice among bank debt, non-bank private debt and public debt: evidence from new corporate borrowings”, Journal of Financial Economics, Vol. 70 No. 1, pp. 3-28, available at: http://citeseerx.ist.psu.edu/viewdoc/download?doi=10.1.1.8.1181&rep=rep1&type=pdf
Dosi, G. (1982), “Technological paradigms and technological trajectories: a suggested interpretation of the determinants and directions of technical change”, Research Policy, Vol. 11 No. 3, pp. 147-162, available at: www.sciencedirect.com/science/article/abs/pii/0048733382900166
Durusu-Ciftci, D., Ispir, M. and Yetkiner, H. (2017), “Financial development and economic growth: some theory and more evidence”, Journal of Policy Modeling, Vol. 39 No. 2, pp. 290-306, available at: www.sciencedirect.com/science/article/pii/S0161893816300631
Edquist, C. (2005), “Systems of innovation: perspectives and challenges”, in Fagerberg, J., Mowery, D.C. and Nelson, R.R. (Eds), The Oxford Handbook of Innovation, Oxford and New York, pp. 181-208.
Freeman, C. (1987), “Technology policy and economic performance: lessons from Japan”, London, Pinter, p. 34, available at: http://paper.shiftit.ir/sites/default/files/article/13LXIII
Freeman, C. (1995), “The ‘national system of innovation’ in historical perspective”, Cambridge Journal of Economics, Vol. 19, No. 1, Special issue on Technology and Innovation (February 1995), pp. 5-24.
Furman, J., Porter, M. and Stern, S. (2002), “The determinants of national innovative capacity”, Research Policy, Vol. 31 No. 6, pp. 899-933, available at: www.sciencedirect.com/science/article/pii/S0048733301001524
Gur, N. and Avşar, V. (2016), “Financial system, R&D intensity and comparative advantage”, The Journal of International Trade and Economic Development, Vol. 25 No. 2, pp. 213-239, available at: www.tandfonline.com/doi/full/10.1080/09638199.2015.1045928
Hall, B. and Lerner, J. (2009), “The financing of R&D and innovation”, Handbook of the Economics of Innovation, Vol. 1 No. 1, pp. 609-639, available at: www.merit.unu.edu
Hasan, I., Horvath, R. and Mares, J. (2018), “What type of finance matters for growth? Bayesian model averaging evidence”, World Bank Economic Review, Vol. 32 No. 2, pp. 383-409, available at: https://academic.oup.com/wber/article-lookup/doi/10.1093/wber/lhw029
Hsu, P., Tian, X. and Xu, Y. (2014), “Financial development and innovation: cross-country evidence”, Journal of Financial Economics, Vol. 112 No. 1, pp. 116-135, available at: https://www.sciencedirect.com/science/article/pii/S0304405X13003024
Iammarino, S., Sanna-Randaccio, F. and Savona, M. (2009), “The perception of obstacles to innovation. Foreign multinationals and domestic firms in Italy”, Revue D'économie Industrielle, No. 125, pp. 75-104, available at: http://cournot.u-strasbg.fr/beta
Jaumotte, F. and Pain, N. (2005), “Innovation in the business sector”, OECD Economic Department Working Papers 459, p. 58, available at: http://dx.doi.org/10.1787/688727757285
Lederman, D., Messina, J., Pienknagura, S. and Rigolini, J. (2014), “El emprendimiento en américa latina: Muchas empresas y poca innovación”, available at: https://elibrary.worldbank.org/doi/abs/10.1596/978-1-4648-0284-3
Lee, B. (2012), “Bank-based and market-based financial systems: time-series evidence”, Pacific-Basin Finance Journal, Vol. 20 No. 2, pp. 173-197, available at: www.sciencedirect.com/science/article/pii/S0927538X11000448
Levine, R. (1997), “Financial development and economic growth: views and agenda”, Journal of Economic Literature, Vol. 35, pp. 688-726, available at: www.jstor.org/stable/2729790
Levine, R. (2002), Bank-Based or Market-Based Financial Systems: Which is Better??}, Cambridge, MA, available at: www.nber.org/papers/w9138.pdf
Levine, R. (2004), “Finance and growth: theory and evidence”, available at: www.nber.org/papers/w10766
Luintel, K., Khan, M., Arestis, P. and Theodoridis, K. (2008), “Financial structure and economic growth”, Journal of Development Economics, Vol. 86 No. 1, pp. 181-200, available at: www.sciencedirect.com/science/article/pii/S0304387807001009
Lundvall, B. (1999), “National business systems and national systems of innovation”, International Studies of Management and Organization, Vol. 29 No. 2, pp. 60-77, available at: www.tandfonline.com/action/journalInformation?journalCode=mimo20
Lundvall, B. (2010), National Systems of Innovation: Toward a Theory of Innovation and Interactive Learning, Anthem.
Madrid-Guijarro, A., García, D. and Van Auken, H. (2009), “Barriers to innovation among Spanish manufacturing SMEs”, Journal of Small Business Management, Vol. 47 No. 4, pp. 465-488, available at: http://doi.wiley.com/10.1111/j.1540-627X.2009.00279.x
Méndez-Morales, A. (2019), “Show me the money: pecking order and funding sources for innovative firms in Colombia”, Cuadernos de Administración, Vol. 32 No. 59.
Maskus, K., Neumann, R. and Seidel, T. (2012), “How national and international financial development affect industrial R&D”, European Economic Review, Vol. 56 No. 1, pp. 72-83, available at: www.sciencedirect.com/science/article/pii/S0014292111000663
Nelson, R. (1959), “The simple economics of basic scientific research”, Journal of Political Economy, Vol. 67 No. 3, pp. 297-306, available at: www.journals.uchicago.edu/doi/10.1086/258177
Nelson, R. (1993), National Innovation Systems: A Comparative Analysis, Oxford University Press.
Pellegrino, G. and Savona, M. (2017), “No money, no honey? Financial versus knowledge and demand constraints on innovation”, Research Policy, Vol. 46 No. 2, pp. 510-521, available at: www.sciencedirect.com/science/article/pii/S004873331730001X
Prochniak, M. and Wasiak, K. (2017), “The impact of the financial system on economic growth in the context of the global crisis: empirical evidence for the EU and OECD countries”, Empirica, Vol. 44 No. 2, pp. 295-337, available at: http://link.springer.com/10.1007/s10663-016-9323-9
Rajan, R. and Zingales, L. (1998), “Financial dependence and growth”, American Economic Review, Vol. 88 No. 3, pp. 559-586, available at: www.nber.org/papers/w5758.pdf
Redding, S. (2002), “Path dependence, endogenous innovation, and growth”, International Economic Review, Vol. 43 No. 4, pp. 1215-1248, available at: http://doi.wiley.com/10.1111/1468-2354.t01-1-00054
Romer, P. (1990), “Endogenous technological change”, Journal of Political Economy, Vol. 98 No. 5, Part 2, pp. S71-102.
Solow, R. (1956), “A contribution to the theory of economic growth”, The Quarterly Journal of Economics, Vol. 70 No. 1, p. 65.
Stulz, R. (2003), “Financial structure, corporate finance and economic growth”, International Review of Finance, Vol. 1 No. 1, pp. 11-38, available at: http://doi.wiley.com/10.1111/1468-2443.00003
Tee, L., Low, S., Kew, S. and Ghazali, N. (2014), “Financial development and innovation activity: evidence from selected East Asian countries”, available at: www.researchgate.net/publication/284338665
Zysman, J. (1984), Governments, Markets, and Growth: Financial Systems and the Politics of Industrial Change, Cornell Studies in Political Economy.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2021 Journal of Economics, Finance and Administrative Science
This work is licensed under a Creative Commons Attribution 4.0 International License.