IDEAS home Printed from https://ideas.repec.org/a/taf/jitecd/v29y2020i6p748-773.html
   My bibliography  Save this article

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

Author

Listed:
  • 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.

Suggested Citation

  • 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
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/09638199.2020.1729229
    Download Restriction: Access to full text is restricted to subscribers.
    File URL: https://libkey.io/10.1080/09638199.2020.1729229?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. 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.
    2. Romer, Paul, 1993. "Idea gaps and object gaps in economic development," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 543-573, December.
    3. 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.
    4. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    5. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    6. 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.
    7. 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.
    8. Nancy L. Stokey, 2012. "Catching Up and Falling Behind," NBER Working Papers 18654, National Bureau of Economic Research, Inc.
    9. 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.
    10. 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.
    11. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    12. 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.
    13. Richard Nelson, 2008. "Economic Development from the Perspective of Evolutionary Economic Theory," Oxford Development Studies, Taylor & Francis Journals, vol. 36(1), pages 9-21.
    14. 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.
    15. 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.
    16. Daron Acemoglu & James A. Robinson & Thierry Verdier, 2012. "Can't We All Be More Like Scandinavians? Asymmetric Growth and Institutions in an Interdependent World," NBER Working Papers 18441, National Bureau of Economic Research, Inc.
    17. 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.
    18. 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.
    19. 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.
    20. 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.
    21. Edward F. Blackburne III & Mark W. Frank, 2007. "Estimation of nonstationary heterogeneous panels," Stata Journal, StataCorp LP, vol. 7(2), pages 197-208, June.
    22. 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.
    23. 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.
    24. 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.
    25. Johansen, Soren, 1988. "Statistical analysis of cointegration vectors," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 231-254.
    26. James G. MacKinnon, 2010. "Critical Values For Cointegration Tests," Working Paper 1227, Economics Department, Queen's University.
    27. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    28. 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.
    29. Swamy, P A V B, 1970. "Efficient Inference in a Random Coefficient Regression Model," Econometrica, Econometric Society, vol. 38(2), pages 311-323, March.
    30. anonymous, 1995. "Moderate growth expected for the nation, Southeast in 1996," Regional Update, Federal Reserve Bank of Atlanta, issue Oct, pages 1-4.
    31. 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.
    32. Page, John M., 1994. "The East Asian miracle: An introduction," World Development, Elsevier, vol. 22(4), pages 615-625, April.
    33. 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.
    34. 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.
    35. Johansen, Soren, 1995. "Likelihood-Based Inference in Cointegrated Vector Autoregressive Models," OUP Catalogue, Oxford University Press, number 9780198774501, Decembrie.
    36. Lee,Keun, 2013. "Schumpeterian Analysis of Economic Catch-up," Cambridge Books, Cambridge University Press, number 9781107042681.
    37. 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.
    38. Kaufmann, Daniel & Kraay, Aart & Mastruzzi, Massimo, 2010. "The worldwide governance indicators : methodology and analytical issues," Policy Research Working Paper Series 5430, The World Bank.
    39. 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.
    40. Robert Wade, 2009. "Rethinking Industrial Policy in Low Income Countries," African Development Review, African Development Bank, vol. 21(2), pages 352-366.
    41. Nancy Stokey, 2012. "Catching Up and Falling Behind," Working Papers 2012-015, Becker Friedman Institute for Research In Economics.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    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.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. 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.
    2. Perilla Jiménez, Juan R. & Ziesemer, Thomas, 2022. "Technology adoption, innovation policy and catching-up," MERIT Working Papers 2022-024, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. 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).
    4. John D. Levendis, 2018. "Time Series Econometrics," Springer Texts in Business and Economics, Springer, number 978-3-319-98282-3, August.
    5. 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.
    6. David Greasley & Les Oxley, 2010. "Cliometrics And Time Series Econometrics: Some Theory And Applications," Journal of Economic Surveys, Wiley Blackwell, vol. 24(5), pages 970-1042, December.
    7. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    8. Cem Ertur & Wilfried Koch, 2008. "A Contribution to the Schumpeterian Growth Theory and Empirics," Post-Print halshs-00327641, HAL.
    9. Cem Ertur & Wilfried Koch, 2011. "A contribution to the theory and empirics of Schumpeterian growth with worldwide interactions," Journal of Economic Growth, Springer, vol. 16(3), pages 215-255, September.
    10. Banerjee, Rajabrata & Roy, Saikat Sinha, 2014. "Human capital, technological progress and trade: What explains India's long run growth?," Journal of Asian Economics, Elsevier, vol. 30(C), pages 15-31.
    11. Nourah Al†Yousef, 2018. "Fundamentals and Oil Price Behaviour: New Evidence from Co†integration Tests with Structural Breaks and Granger Causality Tests," Australian Economic Papers, Wiley Blackwell, vol. 57(1), pages 1-18, March.
    12. Tang, Chor Foon & Tan, Eu Chye, 2015. "Does tourism effectively stimulate Malaysia's economic growth?," Tourism Management, Elsevier, vol. 46(C), pages 158-163.
    13. Ansgar Belke & Robert Czudaj, 2010. "Is Euro Area Money Demand (Still) Stable? Cointegrated VAR Versus Single Equation Techniques," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 56(4), pages 285-315.
    14. James B. Ang & Jakob B. Madsen, 2012. "Risk capital, private credit, and innovative production," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 45(4), pages 1608-1639, November.
    15. T. Gries & R. Grundmann & I. Palnau & M. Redlin, 2017. "Innovations, growth and participation in advanced economies - a review of major concepts and findings," International Economics and Economic Policy, Springer, vol. 14(2), pages 293-351, April.
    16. Senay ACIKGOZ & Anil AKCAGLAYAN, 2014. "Turkiye’de Cari Islemler Aciginin Surdurulebilirligi," Ege Academic Review, Ege University Faculty of Economics and Administrative Sciences, vol. 14(1), pages 83-97.
    17. Herrerias, M.J. & Orts, Vicente, 2013. "Capital goods imports and long-run growth: Is the Chinese experience relevant to developing countries?," Journal of Policy Modeling, Elsevier, vol. 35(5), pages 781-797.
    18. Murray, Christian J. & Nelson, Charles R., 2000. "The uncertain trend in U.S. GDP," Journal of Monetary Economics, Elsevier, vol. 46(1), pages 79-95, August.
    19. Sylwia Zajączkowska-Jakimiak, 2006. "Wiedza techniczna i kapitał ludzki w teorii wzrostu gospodarczego," Gospodarka Narodowa. The Polish Journal of Economics, Warsaw School of Economics, issue 11-12, pages 47-69.
    20. Gong, Guan & Keller, Wolfgang, 2003. "Convergence and polarization in global income levels: a review of recent results on the role of international technology diffusion," Research Policy, Elsevier, vol. 32(6), pages 1055-1079, June.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:taf:jitecd:v:29:y:2020:i:6:p:748-773. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RJTE20 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.