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Effect of financial development on innovation: Roles of market institutions

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  • Trinugroho, Irwan
  • Law, Siong Hook
  • Lee, Weng Chang
  • Wiwoho, Jamal
  • Sergi, Bruno S.

Abstract

Studies show that the impact of financial markets on innovation is mixed. This paper examines whether financial development can help explain the pace of innovation in 68 developed and developing countries during 1995–2018. By utilizing panel data and incorporating market institutions (market creating, market regulating, market stabilizing, and market legitimizing), we discovered a nonlinear effect in the finance–innovation relationship. Market institutions would enhance such a relationship, and the credit and equity market development levels are beneficial to a country's innovation only up to a certain threshold. The findings reveal a difference between developed and developing countries in terms of innovation, and more innovation activities are observed after the 2007–2009 global financial crisis.

Suggested Citation

  • Trinugroho, Irwan & Law, Siong Hook & Lee, Weng Chang & Wiwoho, Jamal & Sergi, Bruno S., 2021. "Effect of financial development on innovation: Roles of market institutions," Economic Modelling, Elsevier, vol. 103(C).
  • Handle: RePEc:eee:ecmode:v:103:y:2021:i:c:s0264999321001875
    DOI: 10.1016/j.econmod.2021.105598
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    as
    1. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    2. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    3. Yagi, Michiyuki & Managi, Shunsuke, 2016. "Time-period and industry heterogeneity of innovation activity in Japan," Economic Analysis and Policy, Elsevier, vol. 50(C), pages 100-119.
    4. 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.
    5. Dani Rodrik & Arvind Subramanian & Francesco Trebbi, 2004. "Institutions Rule: The Primacy of Institutions Over Geography and Integration in Economic Development," Journal of Economic Growth, Springer, vol. 9(2), pages 131-165, June.
    6. J. R. Clark & Robert A. Lawson, 2008. "The Impact of Economic Growth, Tax Policy and Economic Freedom on Income Inequality," Journal of Private Enterprise, The Association of Private Enterprise Education, vol. 24(Fall 2008), pages 23-31.
    7. Agénor, Pierre-Richard & Neanidis, Kyriakos C., 2015. "Innovation, public capital, and growth," Journal of Macroeconomics, Elsevier, vol. 44(C), pages 252-275.
    8. Zhu, Xiaoyang & Asimakopoulos, Stylianos & Kim, Jaebeom, 2020. "Financial development and innovation-led growth: Is too much finance better?," Journal of International Money and Finance, Elsevier, vol. 100(C).
    9. Soedarmono, Wahyoe & Trinugroho, Irwan & Sergi, Bruno S., 2019. "Thresholds in the nexus between financial deepening and firm performance: Evidence from Indonesia," Global Finance Journal, Elsevier, vol. 40(C), pages 1-12.
    10. Nemlioglu, Ilayda & Mallick, Sushanta K., 2020. "Do innovation-intensive firms mitigate their valuation uncertainty during bad times?," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 913-940.
    11. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    12. Edinaldo Tebaldi & Bruce Elmslie, 2013. "Does institutional quality impact innovation? Evidence from cross-country patent grant data," Applied Economics, Taylor & Francis Journals, vol. 45(7), pages 887-900, March.
    13. David Hirshleifer & Angie Low & Siew Hong Teoh, 2012. "Are Overconfident CEOs Better Innovators?," Journal of Finance, American Finance Association, vol. 67(4), pages 1457-1498, August.
    14. Levine, Ross, 2005. "Finance and Growth: Theory and Evidence," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 12, pages 865-934, Elsevier.
    15. Morales, María F., 2003. "Financial Intermediation In A Model Of Growth Through Creative Destruction," Macroeconomic Dynamics, Cambridge University Press, vol. 7(3), pages 363-393, June.
    16. James B. Ang & Jakob B. Madsen, 2012. "Risk capital, private credit, and innovative production," Canadian Journal of Economics, Canadian Economics Association, vol. 45(4), pages 1608-1639, November.
    17. Kenneth Arrow, 1962. "Economic Welfare and the Allocation of Resources for Invention," NBER Chapters, in: The Rate and Direction of Inventive Activity: Economic and Social Factors, pages 609-626, National Bureau of Economic Research, Inc.
    18. Ross Levine & Norman Loayza & Thorsten Beck, 2002. "Financial Intermediation and Growth: Causality and Causes," Central Banking, Analysis, and Economic Policies Book Series, in: Leonardo Hernández & Klaus Schmidt-Hebbel & Norman Loayza (Series Editor) & Klaus Schmidt-Hebbel (Se (ed.),Banking, Financial Integration, and International Crises, edition 1, volume 3, chapter 2, pages 031-084, Central Bank of Chile.
    19. Jean Arcand & Enrico Berkes & Ugo Panizza, 2015. "Too much finance?," Journal of Economic Growth, Springer, vol. 20(2), pages 105-148, June.
    20. Alexander Galetovic, 1996. "Specialization, Intermediation, and Growth," Documentos de Trabajo 1, Centro de Economía Aplicada, Universidad de Chile.
    21. 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.
    22. Upadhyaya, Kamal P. & Raymond, Jeannie E. & Mixon, Franklin Jr., 1997. "The economic theory of regulation versus alternative theories for the electric utilities industry: A simultaneous probit model," Resource and Energy Economics, Elsevier, vol. 19(3), pages 191-202, August.
    23. Andrei Shleifer & Lawrence H. Summers, 1988. "Breach of Trust in Hostile Takeovers," NBER Chapters, in: Corporate Takeovers: Causes and Consequences, pages 33-68, National Bureau of Economic Research, Inc.
    24. Stephen Cecchetti & Enisse Kharroubi, 2012. "Reassessing the impact of finance on growth," BIS Working Papers 381, Bank for International Settlements.
    25. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    26. Josh Lerner, 2002. "Patent Protection and Innovation Over 150 Years," NBER Working Papers 8977, National Bureau of Economic Research, Inc.
    27. Pradhan, Rudra P. & Arvin, Mak B. & Bahmani, Sahar & Bennett, Sara E., 2017. "The innovation- growth link in OECD countries: Could other macroeconomic variables matter?," Technology in Society, Elsevier, vol. 51(C), pages 113-123.
    28. repec:cup:jfinqa:v:46:y:2011:i:06:p:1545-1580_00 is not listed on IDEAS
    29. Ho, Chun-Yu & Huang, Shaoqing & Shi, Hao & Wu, Jun, 2018. "Financial deepening and innovation: The role of political institutions," World Development, Elsevier, vol. 109(C), pages 1-13.
    30. Ibrahim, Mansor H. & Law, Siong Hook, 2014. "Social capital and CO2 emission—output relations: A panel analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 29(C), pages 528-534.
    31. Josh Lerner, 2002. "150 Years of Patent Protection," American Economic Review, American Economic Association, vol. 92(2), pages 221-225, May.
    32. Daron Acemoglu & Simon Johnson, 2005. "Unbundling Institutions," Journal of Political Economy, University of Chicago Press, vol. 113(5), pages 949-995, October.
    33. Ugur, Mehmet, 2009. "Regulatory Quality and Performance in EU Network Industries: Evidence on Telecommunications, Gas and Electricity," Journal of Public Policy, Cambridge University Press, vol. 29(3), pages 347-370, December.
    34. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2010. "Financial Institutions and Markets across Countries and over Time: The Updated Financial Development and Structure Database," The World Bank Economic Review, World Bank, vol. 24(1), pages 77-92, January.
    35. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2020. "Country governance, corruption, and the likelihood of firms’ innovation," Economic Modelling, Elsevier, vol. 92(C), pages 326-338.
    36. Guellec, Dominique & Pottelsberghe de la Potterie, Bruno v., 2000. "Applications, grants and the value of patent," Economics Letters, Elsevier, vol. 69(1), pages 109-114, October.
    37. Law, Siong Hook & Singh, Nirvikar, 2014. "Does too much finance harm economic growth?," Journal of Banking & Finance, Elsevier, vol. 41(C), pages 36-44.
    38. Rajan, Raghuram G, 1992. "Insiders and Outsiders: The Choice between Informed and Arm's-Length Debt," Journal of Finance, American Finance Association, vol. 47(4), pages 1367-1400, September.
    39. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    40. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    41. Enisan, Akinlo A. & Olufisayo, Akinlo O., 2009. "Stock market development and economic growth: Evidence from seven sub-Sahara African countries," Journal of Economics and Business, Elsevier, vol. 61(2), pages 162-171.
    42. Durusu-Ciftci, Dilek & Ispir, M. Serdar & Yetkiner, Hakan, 2017. "Financial development and economic growth: Some theory and more evidence," Journal of Policy Modeling, Elsevier, vol. 39(2), pages 290-306.
    43. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    44. Stiglitz, Joseph E, 1985. "Credit Markets and the Control of Capital," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 17(2), pages 133-152, May.
    45. Zhang, Dongyang & Guo, Yumei, 2019. "Financing R&D in Chinese private firms: Business associations or political connection?," Economic Modelling, Elsevier, vol. 79(C), pages 247-261.
    46. Luboš Pástor & Pietro Veronesi, 2009. "Technological Revolutions and Stock Prices," American Economic Review, American Economic Association, vol. 99(4), pages 1451-1483, September.
    47. Alan J. Auerbach, 1988. "Corporate Takeovers: Causes and Consequences," NBER Books, National Bureau of Economic Research, Inc, number auer88-1, March.
    48. Blackburn, Keith & Hung, Victor T Y, 1998. "A Theory of Growth, Financial Development and Trade," Economica, London School of Economics and Political Science, vol. 65(257), pages 107-124, February.
    49. Galetovic, Alexander, 1996. "Specialization, intermediation, and growth," Journal of Monetary Economics, Elsevier, vol. 38(3), pages 549-559, December.
    50. Bhide, Amar, 1993. "The hidden costs of stock market liquidity," Journal of Financial Economics, Elsevier, vol. 34(1), pages 31-51, August.
    51. Brambor, Thomas & Clark, William Roberts & Golder, Matt, 2006. "Understanding Interaction Models: Improving Empirical Analyses," Political Analysis, Cambridge University Press, vol. 14(1), pages 63-82, January.
    52. Bhattacharyya, Sambit, 2009. "Unbundled institutions, human capital and growth," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 106-120, March.
    53. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    54. Wang, Cong, 2013. "Can institutions explain cross country differences in innovative activity?," Journal of Macroeconomics, Elsevier, vol. 37(C), pages 128-145.
    55. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    56. Adeniyi, Oluwatosin & Oyinlola, Abimbola & Omisakin, Olusegun & Egwaikhide, Festus O., 2015. "Financial development and economic growth in Nigeria: Evidence from threshold modelling," Economic Analysis and Policy, Elsevier, vol. 47(C), pages 11-21.
    57. Berger, Allen N. & Udell, Gregory F., 1990. "Collateral, loan quality and bank risk," Journal of Monetary Economics, Elsevier, vol. 25(1), pages 21-42, January.
    58. Brent B Allred & Walter G Park, 2007. "Patent rights and innovative activity: evidence from national and firm-level data," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 38(6), pages 878-900, November.
    59. Ayyagari, Meghana & Demirgüç-Kunt, Asli & Maksimovic, Vojislav, 2011. "Firm Innovation in Emerging Markets: The Role of Finance, Governance, and Competition," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1545-1580, December.
    60. James B. ANG, 2014. "Innovation and Financial Liberalization: The Case of India," Economic Growth Centre Working Paper Series 1404, Nanyang Technological University, School of Social Sciences, Economic Growth Centre.
    61. Siong Law & W. Azman-Saini, 2012. "Institutional quality, governance, and financial development," Economics of Governance, Springer, vol. 13(3), pages 217-236, September.
    62. Cheung Kui-yin & Lin, Ping, 2004. "Spillover effects of FDI on innovation in China: Evidence from the provincial data," China Economic Review, Elsevier, vol. 15(1), pages 25-44.
    63. Ugur, Mehmet, 2009. "Is regulatory quality related to industry performance? Evidence on telecommunications, gas and electricity in EU15," MPRA Paper 31365, University Library of Munich, Germany, revised May 2009.
    64. Yu, Jian & Fu, Jiasha, 2021. "Credit rationing, innovation, and productivity: Evidence from small- and medium-sized enterprises in China," Economic Modelling, Elsevier, vol. 97(C), pages 220-230.
    65. Lai, Shaojie & Li, Xiaorong & Chan, Kam C., 2020. "Does bank shareholding impact corporate innovation? Evidence from China," Economic Modelling, Elsevier, vol. 92(C), pages 57-69.
    66. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    67. Ilayda Nemlioglu & Sushanta K. Mallick, 2017. "Do Managerial Practices Matter in Innovation and Firm Performance Relations? New Evidence from the UK," European Financial Management, European Financial Management Association, vol. 23(5), pages 1016-1061, October.
    68. Ang, James B., 2014. "Innovation and financial liberalization," Journal of Banking & Finance, Elsevier, vol. 47(C), pages 214-229.
    69. Randall Morck & Masao Nakamura, 1999. "Banks and Corporate Control in Japan," Journal of Finance, American Finance Association, vol. 54(1), pages 319-339, February.
    70. Nemlioglu, Ilayda & Mallick, Sushanta, 2020. "Does multilateral lending aid capital accumulation? Role of intellectual capital and institutional quality," Journal of International Money and Finance, Elsevier, vol. 108(C).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    Financial development; Institutions; Innovation; Nonlinearity; Dynamic system panel GMM; Regression discontinuity design;
    All these keywords.

    JEL classification:

    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth

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