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Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries

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  • Nair, Mahendhiran
  • Pradhan, Rudra P.
  • Arvin, Mak B.

Abstract

Intensification of research and development (R&D) and the information and communication technology (ICT) infrastructure have been regarded as important drivers for sustained economic growth across the globe. In this study, using a panel vector autoregressive model, we examine the endogenous relationships between R&D, ICT infrastructure development and economic growth in the OECD countries between 1961 and 2018. The empirical results show that both R&D and ICT infrastructure development contribute to long-term economic growth in the OECD countries. The short-run dynamics show that complex inter-relationships between these variables exist. The key insight from this study is that to attain sustained economic growth, policymakers in the OECD economies should put in place an integrated framework that takes into consideration co-development policies pertaining to R&D investment, ICT diffusion and economic growth-enhancing initiatives.

Suggested Citation

  • Nair, Mahendhiran & Pradhan, Rudra P. & Arvin, Mak B., 2020. "Endogenous dynamics between R&D, ICT and economic growth: Empirical evidence from the OECD countries," Technology in Society, Elsevier, vol. 62(C).
  • Handle: RePEc:eee:teinso:v:62:y:2020:i:c:s0160791x19306669
    DOI: 10.1016/j.techsoc.2020.101315
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    1. Cuma BOZKURT, 2015. "R&D Expenditures and Economic Growth Relationship in Turkey," International Journal of Economics and Financial Issues, Econjournals, vol. 5(1), pages 188-198.
    2. Rudra P. Pradhan & Mak B. Arvin & Mahendhiran Nair & Sara E. Bennett & John H. Hall, 2019. "The information revolution, innovation diffusion and economic growth: an examination of causal links in European countries," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(3), pages 1529-1563, May.
    3. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    4. Edquist, Harald & Henrekson, Magnus, 2017. "Do R&D and ICT affect total factor productivity growth differently?," Telecommunications Policy, Elsevier, vol. 41(2), pages 106-119.
    5. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    6. M. Hashem Pesaran, 2007. "A simple panel unit root test in the presence of cross-section dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 265-312.
    7. Joakim Westerlund, 2007. "Testing for Error Correction in Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(6), pages 709-748, December.
    8. Pesaran, M. Hashem & Vanessa Smith, L. & Yamagata, Takashi, 2013. "Panel unit root tests in the presence of a multifactor error structure," Journal of Econometrics, Elsevier, vol. 175(2), pages 94-115.
    9. M. Hashem Pesaran, 2021. "General diagnostic tests for cross-sectional dependence in panels," Empirical Economics, Springer, vol. 60(1), pages 13-50, January.
    10. Kais Saidi & Chebli Mongi, 2018. "The Effect of Education, R&D and ICT on Economic Growth in High Income Countries," Economics Bulletin, AccessEcon, vol. 38(2), pages 810-825.
    11. Changkyu Choi & Myung Hoon Yi, 2018. "The Internet, R&D expenditure and economic growth," Applied Economics Letters, Taylor & Francis Journals, vol. 25(4), pages 264-267, February.
    12. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    13. Carol Corrado & Jonathan Haskel & Cecilia Jona-Lasinio, 2017. "Knowledge Spillovers, ICT and Productivity Growth," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 79(4), pages 592-618, August.
    14. Pradhan, Rudra P. & Arvin, Mak B. & Norman, Neville R. & Bele, Samadhan K., 2014. "Economic growth and the development of telecommunications infrastructure in the G-20 countries: A panel-VAR approach," Telecommunications Policy, Elsevier, vol. 38(7), pages 634-649.
    15. 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.
    16. Maurizio Baussola, 2000. "The Causality Between R&D And Investment," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 9(4), pages 385-399.
    17. Andrzej Kacprzyk & Iwona Świeczewska, 2019. "Is R&D always growth-enhancing? Empirical evidence from the EU countries," Applied Economics Letters, Taylor & Francis Journals, vol. 26(2), pages 163-167, January.
    18. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    19. Matilde Mas & Juan Fernandez de Guevara & Juan Carlos Robledo & Melisande Cardona & Montserrat Lopez-Cobo & Riccardo Righi & Sofia Samoili, 2018. "The 2018 PREDICT Key Facts Report. An analysis of ICT R&D in the EU and beyond," JRC Research Reports JRC112019, Joint Research Centre.
    20. Walter Nonneman & Patrick Vanhoudt, 1996. "A Further Augmentation of the Solow Model and the Empirics of Economic Growth for OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 943-953.
    21. Peter Pedroni, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(S1), pages 653-670, November.
    22. Rudra P. Pradhan & Mak B. Arvin & Sahar Bahmani & Sara E. Bennett, 2017. "Broadband penetration, financial development, and economic growth nexus: evidence from the Arab League countries," Macroeconomics and Finance in Emerging Market Economies, Taylor & Francis Journals, vol. 10(2), pages 151-171, May.
    23. B. Mak Arvin & Rudra P. Pradhan, 2014. "Broadband penetration and economic growth nexus: evidence from cross-country panel data," Applied Economics, Taylor & Francis Journals, vol. 46(35), pages 4360-4369, December.
    24. Jones, Charles I, 1995. "R&D-Based Models of Economic Growth," Journal of Political Economy, University of Chicago Press, vol. 103(4), pages 759-784, August.
    25. Myovella, Godwin & Karacuka, Mehmet & Haucap, Justus, 2020. "Digitalization and economic growth: A comparative analysis of Sub-Saharan Africa and OECD economies," Telecommunications Policy, Elsevier, vol. 44(2).
    26. Bronzini, Raffaello & Piselli, Paolo, 2009. "Determinants of long-run regional productivity with geographical spillovers: The role of R&D, human capital and public infrastructure," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 187-199, March.
    27. Nelson C. Mark & Donggyu Sul, 2003. "Cointegration Vector Estimation by Panel DOLS and Long‐run Money Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 655-680, December.
    28. Hong, Jae-pyo, 2017. "Causal relationship between ICT R&D investment and economic growth in Korea," Technological Forecasting and Social Change, Elsevier, vol. 116(C), pages 70-75.
    29. Bravo-Ortega, Claudio & García Marín, Álvaro, 2011. "R&D and Productivity: A Two Way Avenue?," World Development, Elsevier, vol. 39(7), pages 1090-1107, July.
    30. Goel, Rajeev K & Ram, Rati, 1994. "Research and Development Expenditures and Economic Growth: A Cross-Country Study," Economic Development and Cultural Change, University of Chicago Press, vol. 42(2), pages 403-411, January.
    31. Rudra P. Pradhan & Mak B. Arvin & John H. Hall & Sara E. Bennett, 2018. "Mobile telephony, economic growth, financial development, foreign direct investment, and imports of ICT goods: the case of the G-20 countries," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 45(2), pages 279-310, June.
    32. Pedroni, Peter, 1999. "Critical Values for Cointegration Tests in Heterogeneous Panels with Multiple Regressors," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 61(0), pages 653-670, Special I.
    33. Koutroumpis, Pantelis & Leiponen, Aija & Thomas, Llewellyn D.W., 2020. "Small is big in ICT: The impact of R&D on productivity," Telecommunications Policy, Elsevier, vol. 44(1).
    34. Pieter J. de Jong, 2007. "The relationship between capital investment and R&D spending: a panel cointegration analysis," Applied Financial Economics, Taylor & Francis Journals, vol. 17(11), pages 871-880.
    35. Paul M. Romer, 1994. "The Origins of Endogenous Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 3-22, Winter.
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    More about this item

    Keywords

    R&D; ICT infrastructure; Economic growth; OECD countries;
    All these keywords.

    JEL classification:

    • O43 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Institutions and Growth
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • E31 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Price Level; Inflation; Deflation

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