Skip to main content

Advertisement

Log in

Causal Nexus Between Innovation, Financial Development, and Economic Growth: the Case of OECD Countries

  • Published:
Journal of the Knowledge Economy Aims and scope Submit manuscript

Abstract

The literature on the relationship between innovation, financial development, and economic growth has attracted growing interest in recent years; however, some authors have investigated this relationship using mainly Granger causality test and focusing specially on European countries. This paper examines the causal relationship between innovation, financial development, and economic growth using panel VAR approach for 27 OECD countries over the period 2001–2016. This methodology has allowed us to analyze the three-way linkages between innovation, financial development, and economic growth. Most importantly, the findings revealed that there is a unidirectional causality from economic growth to financial development. The neutrality hypothesis is confirmed from financial development to economic growth as well as between innovation and economic growth and between financial development and innovation. The paper concludes that further regulation of financial systems and the quality of funding are important ingredients to foster economic development. The paper also concludes that the relationship between innovation and economic growth is complex and country-specific characteristics can play an important role in fostering innovation and productivity. Finally, the paper concludes that governments can play an important role in developing a legislative framework favoring the development of innovation financing through the patent guarantee deposit.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

Similar content being viewed by others

Notes

  1. See Appendix: Tables A1, A2, and A3: Determination of the optimal lag for the three models.

  2. See the appendix for the variance decomposition table.

  3. The standard deviations of the impulse response functions were calculated, and Monte Carlo simulations were used to generate confidence intervals following Love and Zicchino (2006). The decomposition of the forecast error variance was also estimated over a 10-year period.

  4. See the appendix for the stability graph.

References

  • Abdouli, M., & Hammami, S. (2017). Investigating the causality links between environmental quality, foreign direct investment and economic growth in MENA countries. International Business Review, 26(2), 264–278.

    Google Scholar 

  • Abrigo, M., & Love, I. (2016). Estimation of panel vector autoregression in Stata: a package of programs”, University of Hawaii Working Paper No. 16-2, University of Hawaii, Manoa.

  • Acemoglu, D., & Robinson, J. (2006). De facto political power and institutional persistence. American Economic Review, 96(2), 325–330.

    Google Scholar 

  • Acemoglu, D., & Zilibotti, F. (1997). Was prometheus unbound by chance? Risk, diversification, and growth. Journal of Political Economy, 105(4), 709–751.

    Google Scholar 

  • Acheampong, A. O. (2018). Economic growth, CO2 emissions and energy consumption: What causes what and where? Energy Economics, 74, 677–692.

    Google Scholar 

  • Aghion, P., & Howitt, P. (2009). The Economics of Growth. Cambridge: MIT Press.

    Google Scholar 

  • Aghion, P., Bloom, N., Blundell, R., Griffith, R., & Howitt, P. (2005). Competition and innovation: an inverted-U relationship. The Quarterly Journal of Economics, 120(2), 701–728.

    Google Scholar 

  • Allen, F., & Gale, D. (1999). Innovations in financial services, relationships, and risk sharing. Management Science, 45(9), 1239–1253.

    Google Scholar 

  • Andergassen, R., Ricottilli, M., & Nardini, F. (2009). Innovation and growth through local and global interaction. Journal of Economic Dynamics and Control, 33(10), 1779–1795.

    Google Scholar 

  • Ang, J. B. (2011). Financial development, liberalization and technological deepening. European Economic Review, 55(5), 688–701.

    Google Scholar 

  • Arcand, J. L., Berkes, E., & Panizza, U. (2015). Too much Finance? Journal of Economic Growth, 20(2), 105–148.

    Google Scholar 

  • Asteriou, D., & Spanos, K. (2019). The relationship between financial development and economic growth during the recent crisis : Evidence from the EU. Finance Research Letters, 28(C), 238–245.

    Google Scholar 

  • Atun, R. A., Harvey, I., & Wild, J. (2007). Innovation, patents and economic growth. International Journal of Innovation Management, 11(2), 279–297.

    Google Scholar 

  • Avila-Lopez, L. A., Lyu, C., & Lopez-Leyva, S. (2019). Innovation and growth: evidence from Latin American countries. Journal of Applied Economics, 22(1), 278–303.

    Google Scholar 

  • Azman-Saini, W. N. W., Law, S. H., & Ahmad, A. H. (2010). FDI and economic growth new evidence on the role of financial markets. Economics Letters, 107(2), 211–213.

    Google Scholar 

  • Bae, S. H., & Yoo, K. (2015). Economic modelling of innovation in the creative industries and its implications. Technological Forecasting and Social Change, 96, 101–110.

    Google Scholar 

  • Banerjee, A., & Carrion-i-Silvestre, J. L. (2017). Testing for panel cointegration using common correlated effects estimators. Journal of Time Series Analysis, 38(4), 610–636.

    Google Scholar 

  • Barbosa, N., & Faria, A. (2011). Innovation across Europe: How important are institutional differences? Research Policy, 49(9), 1157–1169.

    Google Scholar 

  • Barro, R., & Lee, J. W. (2001). International data on educational attainment. Oxford Economic Papers, 53(3), 541–563.

    Google Scholar 

  • Bartleet, M., & Gounder, R. (2010). Energy consumption and economic growth in New Zealand: results of trivariate and multivariate models. Energy Policy, 38(7), 3508–3517.

    Google Scholar 

  • Beck, T., Levine, R., & Loayza, N. (2000). Finance and the sources of growth. Journal of Financial Economics, 58(1–2), 261–300.

    Google Scholar 

  • Belze, L., & Gauthier, O. (2000). Innovation et croissance économique: rôle et enjeux du financement des PME. Revue Internationale P.M.E, 13(1), 65–86.

    Google Scholar 

  • Ben Naceur, S., & Ghazouani, S. (2007). Stock markets, banks, and economic growth: empirical evidence from the MENA region. Research in International Business and Finance, 21(2), 297–315.

    Google Scholar 

  • Bencivenga, V. R., & Smith, B. D. (1993). Some consequences of credit rationing in an endogenous growth model. Journal of Economic Dynamics and Control, 17(1–2), 97–122.

    Google Scholar 

  • Bhanumurthy, N. R., & Singh, P. (2013). Financial sector development and economic growth in Indian states. International Journal of Economic Policy in Emerging Economies, 6(1), 47–63.

    Google Scholar 

  • Bilas, V., Bosnjak, M., & Cizmic, T. (2016). Relationship between Research and Development and Economic Growth in the EU Countries. 13th International Scientific Conference on Economic and Social Development, 14-16 April, Barcelona.

  • Birdsall, N., & Rhee, C. (1993). Does research and development contribute to economic growth in developing countries? Policy Research Working Paper, n°1221. Washington, D.C. USA: The World Bank.

    Google Scholar 

  • Blundell, R., & Bond, S. (1998). Initial conditions and moment restrictions in dynamic panel data models. Journal of Econometrics, 87, 115–143.

    Google Scholar 

  • Boubtane, E. (2018). Schengen trente ans après. Quels impacts économiques des flux migratoires ?, in F. Dubet, Politiques des frontières, La Découverte, coll. « Recherches », Paris.

  • Breitung, J., and Pesaran, M. H. (2005). Unit Roots and Cointegration in Panels, Cambridge Working Papers in Economics 0535, Faculty of Economics, University of Cambridge, London.

  • Breusch, T. S., & Pagan, A. R. (1980). The Lagrange multiplier test and its applications to model specification in econometrics. Review of Economic Studies, 47(1), 239–253.

    Google Scholar 

  • Cabral, L., & Mata, J. (2003). On the evolution of the firm size distribution: facts and theory. American Economic Review, 93(4), 1075–1090.

    Google Scholar 

  • Cecchetti, S. G., & Kharroubi, E. (2012). Reassessing the impact of finance on growth. BIS Working Papers, n° 381. Bank for International Settlements.

  • Cetin, M. (2013). The hypothesis of innovation-based economic growth: a causal relationship. International Journal of Economic and Administrative Studies, 6(11), 1–16.

    Google Scholar 

  • Christopoulos, D., & Tsionas, E. (2004). Financial development and economic growth: evidence from panel unit root and cointegration tests. Journal of Development Economics, 73(1), 55–74.

    Google Scholar 

  • Chu, A. C. (2010). Effects of patent policy on income and consumption inequality in a R&D growth model. Southern Economic Journal, 77(2), 336–350.

    Google Scholar 

  • Coe, D. T., Helpman, E., & Hoffmaister, A. (2009). International R&D spillovers and institutions. European Economic Review, 53(7), 723–741.

    Google Scholar 

  • Crépon, B., Duguet, E., & Mairesse, J. (1998). Research, innovation and productivity: an econometric analysis at the firm level. Journal Economics of Innovation and New Technology, 7(2), 115–185.

    Google Scholar 

  • Cunningham, B. (2018). Gale Researcher Guide for: The Challenge of Development. Farmington Hill: Cengage Learning-Gale.

    Google Scholar 

  • Das, P. K., & Guha-Khasnobis, B. (2008). Finance and growth an empirical assessment of the Indian economy. In B. Guha-Khasnobis & G. Mavrotas (Eds.), Financial Development, institutions, growth and Poverty Reduction (pp. 120–140). New York, NY: Palgrave Macmillan.

    Google Scholar 

  • Dimitris, K. C., & Efthymios, G. T. (2004). Financial development and economic growth: evidence from panel unit root and co-integration tests. Journal of Development Economics, 73(1), 55–74.

    Google Scholar 

  • Dolado, J. J., & Lütkepohl, H. (1996). Making Wald tests work for cointegrated VAR systems. Econometric Reviews, 15(4), 369–386.

    Google Scholar 

  • Dosi, G., Revest, V., & Sapio, A. (2016). Financial regimes, financialization patterns and industrial performances: preliminary remarks. Revue d’Economie Industrielle, 2(145), 63–96.

    Google Scholar 

  • Dritsakis, N., & Adamopoulos, A. (2004). Financial development and economic growth in Greece: an empirical investigation with Granger causality analysis. International Economic Journal, 18(4), 547–559.

    Google Scholar 

  • Druck, P. F., Plekhanov, A., & Dehesa, M. (2007). Relative price stability, creditor rights, and financial deepening. Working Paper, n°07/139. Washington, USA: International Monetary Fund.

    Google Scholar 

  • Ductor, L., & Grechyna, D. (2015). Financial development, real sector output, and economic growth. International Review of Economics and Finance, 37(C), 393–405.

    Google Scholar 

  • Durusu-Ciftci, D., Ispir, M. S., & Yetkiner, H. (2017). Financial development and economic growth : some theory and more evidence. Journal of Policy Modeling, 39(2), 290–306.

    Google Scholar 

  • Dutraive, N. (2016). Introduction. Industrie, finance, innovation et gouvernance dans la crise : vers un changement structurel? Revue d’Economie Industrielle, 2(154), 13–32.

    Google Scholar 

  • Fan, P. (2011). Innovation capacity and economic development: China and India. Economic Change and Restructuring, 44(1–2), 49–73.

    Google Scholar 

  • Fazlıoğlu, B., Başak, D., & Yereli, A. B. (2019). The effect of innovation on productivity: evidence from Turkish manufacturing firms. Industry & Innovation, 26(4), 439–460.

    Google Scholar 

  • Fung, M. K. (2009). Financial development and economic growth: convergence or divergence? Journal of International Money and Finance, 28(1), 56–67.

    Google Scholar 

  • Goel, R. K., & Ram, R. (1994). Research and development expenditures and economic growth: a cross-country study. Economic Development and Cultural Change, 42(2), 403–411.

    Google Scholar 

  • Grassa, R., & Gazdar, K. (2014). Financial development and economic growth in GCC countries. International Journal of Social Economics, 41(6), 493–514.

    Google Scholar 

  • Greenwood, J., & Jovanovic, B. (1990). Financial development, growth, and the distribution of income. The Journal of Political Economy, 98(5), 1076–1107.

    Google Scholar 

  • Gregorio, J. D., & Guidotti, P. E. (1995). Financial development and economic growth. World Development, 123(3), 433–448.

    Google Scholar 

  • Griliches, Z., & Mairesse, J. (1984). Productivity and R&D at the firm level. In Z. Griliches (Ed.), R&D, patents and productivity (pp. 339–374). Chicago: University of Chicago Press.

    Google Scholar 

  • Grossman, G. M., & Helpman, E. (1994). Endogenous innovation in the theory of growth. The Journal of Economic Perspectives, 8(1), 23–44.

    Google Scholar 

  • Guellec, D., & Van Pottelsberghe de la Potterie, B. (2001). R&D and productivity growth : panel data analysis of 16 OECD countries. OECD science, technology and industry working papers n°3. Paris: OECD Publishing.

    Google Scholar 

  • Guellec, D., & Van Pottelsberghe de la Potterie, B. (2003). The impact of public R&D expenditure on business R&D. Economics of Innovation and New Technology, 12(3), 225–243.

    Google Scholar 

  • Guellec, D., & Van Pottelsberghe de la Potterie, B. (2004). From R&D to productivity growth : Do the institutional settings and the source of funds of R&D matter? Oxford Bulletin of Economics and Statistics, 66(3), 353–378.

    Google Scholar 

  • Guloglu, B., & Tekin, R. B. (2012). A panel causality analysis of the relationship among research and development, innovation, and economic growth in high-income OECD countries. Eurasian Economic Review, 2(1), 32–47.

    Google Scholar 

  • Guru, B., & Yadav, I. (2019). Financial development and economic growth: panel evidence from BRICS. Journal of Economics, Finance and Administrative Science, 24(47), 113–126.

    Google Scholar 

  • Hall, B. H. (2011a). Innovation and productivity. Nordic Economic Policy Review, 2, 167–204.

    Google Scholar 

  • Hall, B. H. (2011b). Using productivity growth as an innovation indicator. Report for the High-Level Panel on Measuring Innovation. DG Research, European Commission: Brussels.

    Google Scholar 

  • Hamdi, H., Sbia, R., & Shahbaz, M. (2014). The nexus between electricity consumption and economic growth in Bahrain. Economic Modeling, 38, 227–237.

    Google Scholar 

  • Hassan, I., & Tucci, C. L. (2010). The innovation-economic growth nexus: global evidence. Research Policy, 39(10), 1264–1276.

    Google Scholar 

  • Hassan, M., Sanchez, B., & Yu, J. (2011). Financial development and economic growth: new evidence from panel data. The Quarterly Review of Economics and Finance, 51(1), 88–104.

    Google Scholar 

  • Herwartz, H., & Walle, Y. M. (2014). Determinants of the link between financial and economic development: evidence from a functional coefficient model. Economic Modelling, 37(C), 417–427.

    Google Scholar 

  • Ho, Y. P., Wong, P. K., & Toh, M. H. (2009). The impact of R&D on the Singapore economy: an empirical evaluation. The Singapore Economic Review, 54(1), 1–20.

    Google Scholar 

  • Ho, C., Huang, S., Shi, H., & Wu, J. (2018). Financial deepening and innovation: the role of political institutions. World Development, 109(C), 1–13.

    Google Scholar 

  • Howells, J. (2005). Innovation and regional economic development: a matter of perspective? Research Policy, 34(8), 1220–1234.

    Google Scholar 

  • Hsu, P. H., Tian, X., & Xu, Y. (2014). Financial development and innovation: cross-country evidence. Journal of Financial Economics, 112(1), 116–135.

    Google Scholar 

  • Hu, A., & Png, I. (2013). Patent rights and economic growth: evidence from cross-country panels of manufacturing industries. Oxford Economic Papers, 65(3), 675–698.

    Google Scholar 

  • Hyytinen, A., & Toivanen, O. (2005). Do financial constraints hold back innovation and growth ? Evidence on the role of public policy. Research Policy, 34(9), 1385–1403.

    Google Scholar 

  • Im, K., Pesaran, H., & Shin, Y. (2003). Testing for Unit Roots in Heterogeneous Panels. Journal of Econometrics, 115(1), 53–74.

    Google Scholar 

  • Iwaisako, T., & Futagami, K. (2013). Patent protection, capital accumulation, and economic growth. Economic Theory, 52(2), 631–668.

    Google Scholar 

  • Jones, C. I. (2002). Introduction to economic growth. New York: Norton.

    Google Scholar 

  • Jorgenson, W. D. (2011). Innovation and productivity growth. American Journal of Agricultural Economics, 93(2), 276–296.

    Google Scholar 

  • Kacprzyk, A., & Doryń, W. (2017). Innovation and economic growth in old and new member states of the European Union. Economic Research, 30(1), 1724–1742.

    Google Scholar 

  • King, R. G., & Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly Journal of Economics, 108(3), 717–737.

    Google Scholar 

  • Kostis, P. C., Kafka, K. I., & Petrakis, P. E. (2018). Cultural change and innovation performance. Journal of Business Research, 88, 306–313.

    Google Scholar 

  • Law, S. H., & Singh, N. (2014). Does too much finance harm economic growth? Journal of Banking & Finance, 41, 36–44.

    Google Scholar 

  • Le, T. H., & Tran-Nam, B. (2018). Trade liberalization, financial modernization and economic development: an empirical study of selected Asia–Pacific countries. Research in Economics, 72(2), 343–355.

    Google Scholar 

  • Lebel, P. (2008). The role of creative innovation in economic growth: some international comparisons. Journal of Asian Economics, 19(4), 334–347.

    Google Scholar 

  • Lee, C. C., & Chang, C. P. (2009). FDI, financial development, and economic growth: international evidence. Journal of Applied Economics, 12(2), 249–271.

    Google Scholar 

  • Leitao, N. C. (2010). Financial development and economic growth: a panel data approach. Theoretical and Applied Economics, 10(551), 15–24.

    Google Scholar 

  • Levine, P. (1997). Financial development and economic growth: views and agenda. Journal of Economic Literature, 35(2), 688–726.

    Google Scholar 

  • Levine, R., Loayza, N., & Beck, T. (2000). Financial intermediation and growth: causality and causes. Journal of Monetary Economics, 46(1), 31–77.

    Google Scholar 

  • Levin, A., Lin, C. F., & Chu, C. S. J. (2002). Unit root test in panel data : asymptotic and finite sample properties. Journal of Econometrics, 108(1), 1–24.

    Google Scholar 

  • Love, I., & Zicchino, L. (2006). Financial development and dynamic investment behavior: evidence from panel VAR. The Quarterly Review of Economics and Finance, 46(2), 192–210.

    Google Scholar 

  • Luintel, K. B., & Khan, M. (1999). A quantitative reassessment of the finance-growth nexus: evidence from a multivariate VAR. Journal of Development Economics, 60(2), 381–405.

    Google Scholar 

  • Mann, W. (2018). Creditor rights and innovation: evidence from patent collateral. Journal of Financial Economics, 130(1), 25–47.

    Google Scholar 

  • Maradana, R. P., Pradhan, R. P., Dash, S., Gaurav, K., Jayakumar, M., & Chatterje, D. (2017). Does innovation promote economic growth? Evidence from European countries. Journal of Innovation and Entrepreneurship, 6(1), 1–23.

    Google Scholar 

  • Maradana, R. P., Pradhan, R. P., Danish, S., Kunal, B. Z., Manju, G., Ajoy, J., & Sarangi, K. (2019). Innovation and economic growth in European economic area countries: the granger causality approach. IIMB Management Review, Available online 3. https://doi.org/10.1016/j.iimb.2019.03.002.

  • Maskus, K. E., Neumann, R., & Seidel, T. (2012). How national and international financial development affect industrial R&D. European Economic Review, 56(1), 72–83.

    Google Scholar 

  • Menyah, K., Nazlioglu, S., & Wolde-Rufael, Y. (2014). Financial development, trade openness and economic growth in African countries: new insights from a panel causality approach. Economic Modelling, 37(C), 386–394.

    Google Scholar 

  • Morales, M. F. (2003). Financial intermediation in a model of growth through creative destruction. Macroeconomic Dynamics, 7(3), 363–393.

    Google Scholar 

  • Morck, R., & Nakamura, M. (1999). Banks and corporate control in Japan. Journal of Finance, 54(1), 319–339.

    Google Scholar 

  • Moser, P. (2013). Patents and innovation: evidence from economic history. Journal of Economic perspectives, 27(1), 23–44.

    Google Scholar 

  • Narayan, P. K., & Narayan, S. (2013). The short run relationship between the financial systems and economic growth: new evidence from regional panels. International Review of Financial Analysis, 29, 70–78.

    Google Scholar 

  • Nazlioglu, S., Menyah, K., & Wolde-Rufael, Y. (2014). Financial development, trade openness and economic growth in African countries: new insights from a panel causality approach. Economic Modelling, 37(1), 386–394.

    Google Scholar 

  • OECD. (2007). Innovation and growth: rationale for an innovation strategy. Paris: OECD.

    Google Scholar 

  • Omri, A., Nguyen, D. K., & Rault, C. (2014). Causal interactions between CO2 emissions, FDI, and economic growth: evidence from dynamic simultaneous-equation models. Economic Modelling, 42, 382–389.

    Google Scholar 

  • Papalia, R. B., Bertarelli, S., & Filippucci, C. (2011). Human capital, technological spillovers and development across OECD countries. Working Papers, n°15. Bologna: AlmaLaurea Inter-University Consortium.

    Google Scholar 

  • Pece, A. M., Simona, O. E. O., & Salisteanu, F. (2015). Innovation and economic growth: an empirical analysis for CEE countries. Procedia Economics and Finance, 26, 461–467.

    Google Scholar 

  • Pesaran, M. H. (2004). General diagnostic tests for cross section dependence in panels. University of Cambridge, Faculty of Economics, Cambridge Working Papers in Economics No. 0435.

  • Pesaran, M. H. (2007). A simple panel unit root test in the presence of cross section dependence. Journal of Applied Econometrics, 22(2), 265–312.

    Google Scholar 

  • Pesaran, M. H., & Tosetti, E. (2011). Large panels with common factors and spatial correlation. Journal of Econometrics, 161(2), 182–202.

    Google Scholar 

  • Pradhan, R. P., Arvin, M. B., Hall, J. H., & Bahmanic, S. (2014). Causal nexus between economic growth, banking sector development, stock market development and other macroeconomic variables: the case of ASEAN countries. Review of Financial Economics, 23(4), 155–173.

    Google Scholar 

  • Pradhan, R. P., Arvin, M. B., Hall, J. H., & Nair, M. (2016). Innovation, financial development and economic growth in Eurozone countries. Applied Economics Letters, 23(16), 1141–1144.

    Google Scholar 

  • Pradhan, R. P., Arvin, M. B., Bahmani, S., Hall, J. H., & Norman, N. R. (2017). Finance and growth: evidence from the ARF countries. The Quarterly Review of Economics and Finance, 66(C), 136–148.

    Google Scholar 

  • Pradhan, R. P., Arvinb, B. M., & Bahmanic, S. (2018). Are innovation and financial development causative factors in economic growth? Evidence from a panel granger causality test. Technological Forecasting and Social Change, 132, 130–142.

    Google Scholar 

  • Rajan, R. G., & Zingales, L. (1998). Financial dependence and growth. American Economic Review, 88(3), 559–586.

    Google Scholar 

  • Romer, P. M. (1990). Endogenous technological change. Journal of Political Economy, 98(5), S71–S102.

    Google Scholar 

  • Rosenberg, N. (2004). Innovation and economic growth. Paris: OECD.

    Google Scholar 

  • Saci, K., Giorgioni, G., & Holden, K. (2009). Does financial development affect growth ? Applied Economics, 41(13), 1701–1707.

    Google Scholar 

  • Samadi, A. (2019). Institutions and entrepreneurship: unidirectional or bidirectional causality? Journal of Global Entrepreneurship Research, 9(3), 1–16.

    Google Scholar 

  • Samargandi, N., Fidrmuc, J., & Ghosh, S. (2015). Is the relationship between financial development and economic growth monotonic? Evidence from a sample of middle-income countries. World Development, 68(1), 66–81.

    Google Scholar 

  • Samimi, A. J., & Alerasoul, S. M. (2009). R&D and economic growth: new evidence from some developing countries. Australian Journal of Basic and Applied Sciences, 3(4), 3464–3469.

    Google Scholar 

  • Santacreu, A. M. (2015). Innovation, diffusion, and trade: theory and measurement. Journal of Monetary Economics, 75(C), 1–20.

    Google Scholar 

  • Schiff, M., & Wang, Y. (2006). North-south and south-south trade-related technology diffusion: an industry-level analysis. Canadian Journal of Economics, 39(3), 831–844.

    Google Scholar 

  • Schumpeter, J. A. (1912). The Theory of Economic Development, tenth printing 2004. New Brunswick: Transaction Publishers.

    Google Scholar 

  • Schumpeter, J. A. (1934). The theory of economic development: an inquiry into profits, capital, credit, interest and the business cycle. Cambridge: Harvard University Press.

    Google Scholar 

  • Shahbaz, M., & Lean, H. H. (2012). Does financial development increase energy consumption? The role of industrialization and urbanization in Tunisia. Energy Policy, 40, 473–479.

    Google Scholar 

  • Shahbaz, M., Van Hong, T. H., Kumar M., & Roubaud, D. (2017). Energy consumption, financial development and economic growth in India: new evidence from a nonlinear and asymmetric analysis. MPRA Paper, n°76527, University Library of Munich, Munich.

    Google Scholar 

  • Shan, J., & Jianhong, Q. (2006). Does financial development ‘lead’ economic growth? The case of China. Annals of Economics and Finance, 7(1), 197–216.

    Google Scholar 

  • Sinha, D. (2008). Patents, innovations and economic growth in Japan and South Korea: evidence from individual country and panel data. Applied Econometrics and International Development, 8(1), 181–188.

    Google Scholar 

  • Solow, R. (1956). A contribution to the theory of economic growth. Quarterly Journal of Economics, 70, 65–94.

    Google Scholar 

  • Stern, D. I. (1993). Energy and economic growth in the USA, a multivariate approach. Energy Economics, 15(2), 137–150.

    Google Scholar 

  • Thomson, R. (2009). Structures of change in the mechanical age: technological innovation in the United States, 1790–1865. Baltimore: John Hopkins Universiry Press.

    Google Scholar 

  • Toda, H. Y., & Yamamoto, T. (1995). Statistical inference in vector autoregressions with possibly integrated processes. Journal of Econometrics, 66(1–2), 225–250.

    Google Scholar 

  • Uddin, G. S., Sjö, B., & Shahbaz, M. (2013). The causal nexus between financial development and economic growth in Kenya. Economic Modelling, 35(C), 701–707.

    Google Scholar 

  • Ulku, H. (2004). R&D, Innovation, and Economic Growth: An Empirical Analysis. IMF Working Paper, International Monetary Fund, 2004(185), 2–35.

    Google Scholar 

  • Vogel, A., & Wagner, J. (2009). Higher productivity in importing German manufacturing firms: self-selection, learning from importing, or both? Review of World Economics, 145(4), 641–665.

    Google Scholar 

  • Wolde-Rufael, Y. (2009). Re-examining the financial development and economic growth nexus in Kenya. Economic Modelling, 26(6), 1140–1146.

    Google Scholar 

  • Wu, Y. (2010). Innovation and Economic Growth in China, Economics Discussion/Working Papers 10-10, The University of Western Australia, Department of Economics.

  • Wu, J. L., Han, H., & Cheng, S. Y. (2010). The dynamic impacts of financial institutions on economic growth: evidence from the European Union. Journal of Macroeconomics, 32(3), 879–891.

    Google Scholar 

  • Wursten, J. (2017). XTCDF : Stata module to perform Pesaran’s CD-test for cross-sectional dependence in panel context, Statistical Software Components S458385. Boston College Department of Economics.

  • Yu-Ming, W., Li, Z., & Jianxia, L. (2007). Cointegration and Causality between R&D Expenditure and Economic Growth in China: 1953‐2004. International Conference on Public Administration (3rd ICPA), Sichuan, China.

  • Zang, H., & Kim, Y. C. (2007). Does financial development precede growth? Robinson and Lucas might be right. Applied Economics Letters, 14(1), 15–19.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Kais Mtar.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Appendix. Table 8, 9, and 10. Determination of the optimal lag for the three models

Appendix. Table 8, 9, and 10. Determination of the optimal lag for the three models

Table 8 Model 1: GDP
Table 9 Model 2: INN
Table 10 Model 3: FD
Table 11 Global variance decomposition
figure a

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mtar, K., Belazreg, W. Causal Nexus Between Innovation, Financial Development, and Economic Growth: the Case of OECD Countries. J Knowl Econ 12, 310–341 (2021). https://doi.org/10.1007/s13132-020-00628-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s13132-020-00628-2

Keywords

Navigation