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Testing the impact of technology diffusion and innovation on long-run growth using cointegration techniques

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  • Juan Ricardo Perilla Jiménez

Abstract

The long-run relationship between technology diffusion, (local) innovation and productivity, and the impact of government intervention on long-run economic growth, are studied using a sample of 62 countries classified into successful and unsuccessful cases of catching-up. Our dataset is constructed by combining a large suite of statistics for a 30-year period spanning 1980–2010. We rely on conventional Johansen cointegration analysis on individual countries and discuss our findings based on the mean group estimates and empirical distributions of the results for each country classification. The evidence supports the importance of the interaction between technology diffusion and innovation, and the relevance of government coordination to boost innovation and economic growth.

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  • Juan Ricardo Perilla Jiménez, 2020. "Testing the impact of technology diffusion and innovation on long-run growth using cointegration techniques," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 29(6), pages 748-773, August.
  • Handle: RePEc:taf:jitecd:v:29:y:2020:i:6:p:748-773
    DOI: 10.1080/09638199.2020.1729229
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    1. MacKinnon, James G & Haug, Alfred A & Michelis, Leo, 1999. "Numerical Distribution Functions of Likelihood Ratio Tests for Cointegration," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(5), pages 563-577, Sept.-Oct.
    2. Nelson, Richard R & Pack, Howard, 1999. "The Asian Miracle and Modern Growth Theory," Economic Journal, Royal Economic Society, vol. 109(457), pages 416-436, July.
    3. Pierre Mohnen & Jacques Mairesse & Marcel Dagenais, 2006. "Innovativity: A comparison across seven European countries," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 391-413.
    4. Kim, Linsu, 1980. "Stages of development of industrial technology in a developing country: A model," Research Policy, Elsevier, vol. 9(3), pages 254-277, July.
    5. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    6. Ziesemer, Thomas, 1991. "Human capital, market structure and taxation in a growth model with endogenous technical progress," Journal of Macroeconomics, Elsevier, vol. 13(1), pages 47-68.
    7. Stiglitz, Joseph E., 2015. "Leaders and followers: Perspectives on the Nordic model and the economics of innovation," Journal of Public Economics, Elsevier, vol. 127(C), pages 3-16.
    8. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    9. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    10. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    11. Schwert, G William, 2002. "Tests for Unit Roots: A Monte Carlo Investigation," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 5-17, January.
    12. Pesaran, M. Hashem & Smith, Ron, 1995. "Estimating long-run relationships from dynamic heterogeneous panels," Journal of Econometrics, Elsevier, vol. 68(1), pages 79-113, July.
    13. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    14. Verdier, Thierry & Acemoglu, Daron & Robinson, James A., 2012. "Can't We All Be More Like Scandinavians? Asymmetric Growth and Institutions in an Interdependent World," CEPR Discussion Papers 9113, C.E.P.R. Discussion Papers.
    15. Zivot, Eric & Andrews, Donald W K, 2002. "Further Evidence on the Great Crash, the Oil-Price Shock, and the Unit-Root Hypothesis," Journal of Business & Economic Statistics, American Statistical Association, vol. 20(1), pages 25-44, January.
    16. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    17. Nancy L. Stokey, 2012. "Catching Up and Falling Behind," NBER Working Papers 18654, National Bureau of Economic Research, Inc.
    18. anonymous, 1995. "Moderate growth expected for the nation, Southeast in 1996," Regional Update, Federal Reserve Bank of Atlanta, issue Oct, pages 1-4.
    19. Juan Ricardo Perilla Jimenez, 2019. "Mainstream and evolutionary views of technology, economic growth and catching up," Journal of Evolutionary Economics, Springer, vol. 29(3), pages 823-852, July.
    20. Page, John M., 1994. "The East Asian miracle: An introduction," World Development, Elsevier, vol. 22(4), pages 615-625, April.
    21. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    22. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
    23. Richard Nelson, 2008. "Economic Development from the Perspective of Evolutionary Economic Theory," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 9-21.
    24. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-836, July.
    25. Lin, Justin Yifu & Monga, Celestin, 2011. "Growth identification and facilitation : the role of the state in the dynamics of structural change," Policy Research Working Paper Series 5313, The World Bank.
    26. Cohen, Wesley M., 2010. "Fifty Years of Empirical Studies of Innovative Activity and Performance," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 129-213, Elsevier.
    27. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501.
    28. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    29. Lee,Keun, 2013. "Schumpeterian Analysis of Economic Catch-up," Cambridge Books, Cambridge University Press, number 9781107042681, October.
    30. 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.
    31. Edward F. Blackburne III & Mark W. Frank, 2007. "Estimation of nonstationary heterogeneous panels," Stata Journal, StataCorp LP, vol. 7(2), pages 197-208, June.
    32. Gregory Mankiw, 1995. "The Growth of Nations," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 275-326.
    33. Dirk Willem te Velde & Justin Lin & Célestin Monga & Suresh D. Tendulkar & Alice Amsden & K. Y. Amoako & Howard Pack & Wonhyuk Lim, 2011. "DPR Debate: Growth Identification and Facilitation: The Role of the State in the Dynamics of Structural Change," Development Policy Review, Overseas Development Institute, vol. 29(3), pages 259-310, May.
    34. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    35. Fagerberg, Jan & Srholec, Martin & Verspagen, Bart, 2010. "Innovation and Economic Development," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 2, chapter 0, pages 833-872, Elsevier.
    36. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    37. Calza Alessandro & Sousa João, 2006. "Output and Inflation Responses to Credit Shocks: Are There Threshold Effects in the Euro Area?," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 10(2), pages 1-21, May.
    38. Robert Wade, 2009. "Rethinking Industrial Policy in Low Income Countries," African Development Review, African Development Bank, vol. 21(2), pages 352-366.
    39. Nancy Stokey, 2012. "Catching Up and Falling Behind," Working Papers 2012-015, Becker Friedman Institute for Research In Economics.
    40. James G. MacKinnon, 2010. "Critical Values For Cointegration Tests," Working Paper 1227, Economics Department, Queen's University.
    41. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
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    Cited by:

    1. Perilla Jimenez, Juan, 2022. "Income per-capita across-countries," MERIT Working Papers 2022-033, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    2. Juan Ricardo Perilla Jiménez, 2021. "Sistemas de innovación y crecimiento: ¿una alternativa al viejo enfoque de las ventajas del atraso económico?," Documentos Departamento de Economía 19075, Universidad del Norte.

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