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The impact of domestic and foreign R&D on TFP in developing countries

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  • Herzer, Dierk

Abstract

There are few studies on the impact of domestic R&D on TFP in developing countries and even less on the impact of both domestic and foreign R&D on TFP in developing countries. Only one of these studies—a single-country study—also tests semi-endogenous and Schumpeterian R&D growth models against each other. All these studies focus on a relatively small number of developing countries, and none examines the extent to which there are differences in the effects of domestic R&D and international R&D spillovers on TFP between middle- and low-income countries. Using a large panel of countries, this study (i) tests the predictions of Schumpeterian theory against the predictions of semi-endogenous theory regarding the R&D-TFP relationship for developing economies, (ii) examines and compares the effects of domestic R&D and international R&D spillovers on TFP in developing countries, and (iii) investigates differences in the effects of domestic R&D and international R&D spillovers on TFP between middle- and low-income countries. It is found that an increase in the level (growth rate) of domestic R&D expenditures has a positive effect on the level (growth rate) of TFP, as semi-endogenous growth theory predicts, but this effect is greater in middle-income than in low-income countries. It is also found that domestic R&D has a much greater effect on TFP in developing countries than international R&D spillovers.

Suggested Citation

  • Herzer, Dierk, 2022. "The impact of domestic and foreign R&D on TFP in developing countries," World Development, Elsevier, vol. 151(C).
  • Handle: RePEc:eee:wdevel:v:151:y:2022:i:c:s0305750x21003697
    DOI: 10.1016/j.worlddev.2021.105754
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    as
    1. John Fernald & Robert Inklaar, 2020. "Does Disappointing European Productivity Growth Reflect a Slowing Trend? Weighing the Evidence and Assessing the Future," International Productivity Monitor, Centre for the Study of Living Standards, vol. 38, pages 104-135, Spring.
    2. Nicholas Bloom & Charles I. Jones & John Van Reenen & Michael Webb, 2020. "Are Ideas Getting Harder to Find?," American Economic Review, American Economic Association, vol. 110(4), pages 1104-1144, April.
    3. Madsen, Jakob B. & Saxena, Shishir & Ang, James B., 2010. "The Indian growth miracle and endogenous growth," Journal of Development Economics, Elsevier, vol. 93(1), pages 37-48, September.
    4. Jakob B. Madsen & Md. Rabiul Islam & James B. Ang, 2010. "Catching up to the technology frontier: the dichotomy between innovation and imitation," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1389-1411, November.
    5. Yasser Abdih & Frederick Joutz, 2006. "Relating the Knowledge Production Function to Total Factor Productivity: An Endogenous Growth Puzzle," IMF Staff Papers, Palgrave Macmillan, vol. 53(2), pages 1-3.
    6. James B. Ang & Jakob B. Madsen, 2011. "Can Second-Generation Endogenous Growth Models Explain the Productivity Trends and Knowledge Production in the Asian Miracle Economies?," The Review of Economics and Statistics, MIT Press, vol. 93(4), pages 1360-1373, November.
    7. Georges Bresson & Badi H. Baltagi & Alain Pirotte, 2007. "Panel unit root tests and spatial dependence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(2), pages 339-360.
    8. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    9. Falvey, Rod & Foster, Neil & Greenaway, David, 2007. "Relative backwardness, absorptive capacity and knowledge spillovers," Economics Letters, Elsevier, vol. 97(3), pages 230-234, December.
    10. Andreas Savvides & Marios Zachariadis, 2005. "International Technology Diffusion and the Growth of TFP in the Manufacturing Sector of Developing Economies," Review of Development Economics, Wiley Blackwell, vol. 9(4), pages 482-501, November.
    11. Laura Bottazzi & Giovanni Peri, 2007. "The International Dynamics of R&D and Innovation in the Long Run and in The Short Run," Economic Journal, Royal Economic Society, vol. 117(518), pages 486-511, March.
    12. John C. Driscoll & Aart C. Kraay, 1998. "Consistent Covariance Matrix Estimation With Spatially Dependent Panel Data," The Review of Economics and Statistics, MIT Press, vol. 80(4), pages 549-560, November.
    13. Seck, Abdoulaye, 2012. "International technology diffusion and economic growth: Explaining the spillover benefits to developing countries," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 437-451.
    14. 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.
    15. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    16. Venturini, Francesco, 2012. "Looking into the black box of Schumpeterian growth theories: An empirical assessment of R&D races," European Economic Review, Elsevier, vol. 56(8), pages 1530-1545.
    17. Bordo, Michael D. & Choudhri, Ehsan U. & Fazio, Giorgio & MacDonald, Ronald, 2017. "The real exchange rate in the long run: Balassa-Samuelson effects reconsidered," Journal of International Money and Finance, Elsevier, vol. 75(C), pages 69-92.
    18. M. Hashem Pesaran, 2015. "Testing Weak Cross-Sectional Dependence in Large Panels," Econometric Reviews, Taylor & Francis Journals, vol. 34(6-10), pages 1089-1117, December.
    19. Goñi, Edwin & Maloney, William F., 2017. "Why don’t poor countries do R&D? Varying rates of factor returns across the development process," European Economic Review, Elsevier, vol. 94(C), pages 126-147.
    20. 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.
    21. Chang-Tai Hsieh & Peter J. Klenow, 2010. "Development Accounting," American Economic Journal: Macroeconomics, American Economic Association, vol. 2(1), pages 207-223, January.
    22. Coe, David T & Helpman, Elhanan & Hoffmaister, Alexander W, 1997. "North-South R&D Spillovers," Economic Journal, Royal Economic Society, vol. 107(440), pages 134-149, January.
    23. J. B. Taylor & Harald Uhlig (ed.), 2016. "Handbook of Macroeconomics," Handbook of Macroeconomics, Elsevier, edition 1, volume 2, number 2.
    24. Madsen, Jakob B., 2010. "The anatomy of growth in the OECD since 1870," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 753-767, September.
    25. Psacharopoulos, George, 1994. "Returns to investment in education: A global update," World Development, Elsevier, vol. 22(9), pages 1325-1343, September.
    26. Joonkyung Ha & Peter Howitt, 2007. "Accounting for Trends in Productivity and R&D: A Schumpeterian Critique of Semi-Endogenous Growth Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(4), pages 733-774, June.
    27. Jakob Madsen, 2008. "Semi-endogenous versus Schumpeterian growth models: testing the knowledge production function using international data," Journal of Economic Growth, Springer, vol. 13(1), pages 1-26, March.
    28. Samuel S. Kortum, 1997. "Research, Patenting, and Technological Change," Econometrica, Econometric Society, vol. 65(6), pages 1389-1420, November.
    29. Hans-Jurgen Engelbrecht, 2002. "Human capital and international knowledge spillovers in TFP growth of a sample of developing countries: an exploration of alternative approaches," Applied Economics, Taylor & Francis Journals, vol. 34(7), pages 831-841.
    30. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    31. Sorin Krammer, 2010. "International R&D spillovers in emerging markets: The impact of trade and foreign direct investment," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 19(4), pages 591-623.
    32. 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.
    33. 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.
    34. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    35. Bin Xu & Jianmao Wang, 1999. "Capital Goods Trade and R&D Spillovers in the OECD," Canadian Journal of Economics, Canadian Economics Association, vol. 32(5), pages 1258-1274, November.
    36. Charles I. Jones, 1999. "Growth: With or Without Scale Effects?," American Economic Review, American Economic Association, vol. 89(2), pages 139-144, May.
    37. Charles I. Jones, 1995. "Time Series Tests of Endogenous Growth Models," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 495-525.
    38. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    39. Peretto, Pietro F, 1998. "Technological Change and Population Growth," Journal of Economic Growth, Springer, vol. 3(4), pages 283-311, December.
    40. Lichtenberg, Frank R. & Pottelsberghe de la Potterie, Bruno v., 1998. "International R&D spillovers: A comment," European Economic Review, Elsevier, vol. 42(8), pages 1483-1491, September.
    41. James B. Ang & Jakob B. Madsen, 2013. "International R&D Spillovers And Productivity Trends In The Asian Miracle Economies," Economic Inquiry, Western Economic Association International, vol. 51(2), pages 1523-1541, April.
    42. Birdsall, Nancy & Rhee, Changyong, 1993. "Does results and development (R&D) contribute to economic growth in developing countries?," Policy Research Working Paper Series 1221, The World Bank.
    43. Alwyn Young, 1998. "Growth without Scale Effects," Journal of Political Economy, University of Chicago Press, vol. 106(1), pages 41-63, February.
    44. Segerstrom, Paul S, 1998. "Endogenous Growth without Scale Effects," American Economic Review, American Economic Association, vol. 88(5), pages 1290-1310, December.
    45. Hall, Stephen G & Milne, Alistair, 1994. "The Relevance of P-Star Analysis to UK Monetary Policy," Economic Journal, Royal Economic Society, vol. 104(424), pages 597-604, May.
    46. 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.
    47. 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.
    48. Peter Howitt, 1999. "Steady Endogenous Growth with Population and R & D Inputs Growing," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 715-730, August.
    49. Stock, James H, 1987. "Asymptotic Properties of Least Squares Estimators of Cointegrating Vectors," Econometrica, Econometric Society, vol. 55(5), pages 1035-1056, September.
    50. Christian Gengenbach & Jean‐Pierre Urbain & Joakim Westerlund, 2016. "Error Correction Testing in Panels with Common Stochastic Trends," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 31(6), pages 982-1004, September.
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    More about this item

    Keywords

    Semi-endogenous growth models; Schumpeterian growth models; Domestic R&D; International R&D spillovers; TFP; Developing countries;
    All these keywords.

    JEL classification:

    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O11 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies

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