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Technological and non-technological drivers of productivity dynamics in developed and emerging market economies

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  • Dieppe, Alistair
  • Francis, Neville
  • Kindberg-Hanlon, Gene

Abstract

Frequently, factors other than structural developments in technology and production efficiency drive changes in labor productivity in advanced economies (AEs) and emerging market and developing economies (EMDEs). In this paper, we contrast the responses of AEs and EMDEs to innovations in technology and investigate whether the cross-country co-movement in productivity is due to technological or non-technological factors. We find that technological innovations are associated with higher and more rapidly increasing rates of investment in EMDEs relative to AEs, suggesting that positive technological developments are often capital-embodied in the former economies. Employment falls in both AEs and EMDEs following positive technology developments, with the effect smaller but more persistent in EMDEs. Low cross-country correlations of technological developments suggest that global synchronization of labor productivity growth is primarily due to non-technological influences. Overall, non-technological factors accounted for most of the fall in labor productivity growth during 2007-09 but less than one-half of the longer-term productivity decline after the global financial crisis in the median AE and EMDE.

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  • Dieppe, Alistair & Francis, Neville & Kindberg-Hanlon, Gene, 2021. "Technological and non-technological drivers of productivity dynamics in developed and emerging market economies," Journal of Economic Dynamics and Control, Elsevier, vol. 131(C).
    • Handle: RePEc:eee:dyncon:v:131:y:2021:i:c:s0165188921001512
    DOI: 10.1016/j.jedc.2021.104216
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    as
    1. Shapiro, Matthew D, 1993. "Cyclical Productivity and the Workweek of Capital," American Economic Review, American Economic Association, vol. 83(2), pages 229-233, May.
    2. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    3. Miles S. Kimball & John G. Fernald & Susanto Basu, 2006. "Are Technology Improvements Contractionary?," American Economic Review, American Economic Association, vol. 96(5), pages 1418-1448, December.
    4. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    5. Jordi Gali, 1999. "Technology, Employment, and the Business Cycle: Do Technology Shocks Explain Aggregate Fluctuations?," American Economic Review, American Economic Association, vol. 89(1), pages 249-271, March.
    6. Federico Mandelman & Pau Rabanal & Juan Francisco Rubio-Ramirez & Diego Vilan, 2011. "Investment Specific Technology Shocks and International Business Cycles: An Empirical Assessment," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 136-155, January.
    7. Huo, Zhen & Levchenko, Andrei A. & Pandalai-Nayar, Nitya, 2023. "Utilization-adjusted TFP across countries: Measurement and implications for international comovement," Journal of International Economics, Elsevier, vol. 146(C).
    8. Mark Aguiar & Gita Gopinath, 2007. "Emerging Market Business Cycles: The Cycle Is the Trend," Journal of Political Economy, University of Chicago Press, vol. 115, pages 69-102.
    9. Barsky, Robert B. & Sims, Eric R., 2011. "News shocks and business cycles," Journal of Monetary Economics, Elsevier, vol. 58(3), pages 273-289.
    10. Xavier Cirera & William F. Maloney, 2017. "The Innovation Paradox," World Bank Publications - Books, The World Bank Group, number 28341, December.
    11. Neville Francis & Michael T. Owyang & Jennifer E. Roush & Riccardo DiCecio, 2014. "A Flexible Finite-Horizon Alternative to Long-Run Restrictions with an Application to Technology Shocks," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 638-647, October.
    12. Ramey, V.A., 2016. "Macroeconomic Shocks and Their Propagation," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 71-162, Elsevier.
    13. Jonas D. M. Fisher, 2006. "The Dynamic Effects of Neutral and Investment-Specific Technology Shocks," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 413-451, June.
    14. 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.
    15. Imbs, Jean M., 1999. "Technology, growth and the business cycle," Journal of Monetary Economics, Elsevier, vol. 44(1), pages 65-80, August.
    16. George-Marios Angeletos & Fabrice Collard & Harris Dellas, 2020. "Business-Cycle Anatomy," American Economic Review, American Economic Association, vol. 110(10), pages 3030-3070, October.
    17. Francis, Neville & Ramey, Valerie A., 2005. "Is the technology-driven real business cycle hypothesis dead? Shocks and aggregate fluctuations revisited," Journal of Monetary Economics, Elsevier, vol. 52(8), pages 1379-1399, November.
    18. John G. Fernald & J. Christina Wang, 2016. "Why Has the Cyclicality of Productivity Changed? What Does It Mean?," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 465-496, October.
    19. Dieppe,Alistair Matthew & Neville,Francis & Kindberg Hanlon,Gene Joseph, 2019. "New Approaches to the Identification of Low-Frequency Drivers : An Application to Technology Shocks," Policy Research Working Paper Series 9047, The World Bank.
    20. Keller, Wolfgang, 2010. "International Trade, Foreign Direct Investment, and Technology Spillovers," 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 793-829, Elsevier.
    21. Diego Comin & Martí Mestieri, 2018. "If Technology Has Arrived Everywhere, Why Has Income Diverged?," American Economic Journal: Macroeconomics, American Economic Association, vol. 10(3), pages 137-178, July.
    22. Kindberg-Hanlon,Gene, 2021. "The Technology-Employment Trade-Off : Automation, Industry, and Income Effects," Policy Research Working Paper Series 9529, The World Bank.
    23. Dan Andrews & Chiara Criscuolo & Peter N. Gal, 2015. "Frontier Firms, Technology Diffusion and Public Policy: Micro Evidence from OECD Countries," OECD Productivity Working Papers 2, OECD Publishing.
    24. Dieppe, Alistair & Francis, Neville & Kindberg-Hanlon, Gene, 2021. "The identification of dominant macroeconomic drivers: coping with confounding shocks," Working Paper Series 2534, European Central Bank.
    25. Chari, V.V. & Kehoe, Patrick J. & McGrattan, Ellen R., 2008. "Are structural VARs with long-run restrictions useful in developing business cycle theory?," Journal of Monetary Economics, Elsevier, vol. 55(8), pages 1337-1352, November.
    26. Neville Francis & Michael T. Owyang & Ozge Savascin, 2017. "An endogenously clustered factor approach to international business cycles," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(7), pages 1261-1276, November.
    27. Mario Crucini & Ayhan Kose & Christopher Otrok, 2011. "What are the driving forces of international business cycles?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(1), pages 156-175, January.
    28. Cette, Gilbert & Fernald, John & Mojon, Benoît, 2016. "The pre-Great Recession slowdown in productivity," European Economic Review, Elsevier, vol. 88(C), pages 3-20.
    29. Diego Comin & Bart Hobijn, 2010. "An Exploration of Technology Diffusion," American Economic Review, American Economic Association, vol. 100(5), pages 2031-2059, December.
    30. Elstner, Steffen & Rujin, Svetlana, 2019. "The consequences of U.S. technology changes for productivity in advanced economies," Ruhr Economic Papers 796, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    31. Gustavo Adler & Mr. Romain A Duval & Davide Furceri & Ksenia Koloskova & Mr. Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds: Global Productivity," IMF Staff Discussion Notes 2017/004, International Monetary Fund.
    32. Kindberg-Hanlon,Gene & Okou,Cedric Iltis Finafa, 2020. "Productivity Convergence : Is Anyone Catching Up?," Policy Research Working Paper Series 9378, The World Bank.
    33. Miyamoto, Wataru & Nguyen, Thuy Lan, 2017. "Understanding the cross-country effects of U.S. technology shocks," Journal of International Economics, Elsevier, vol. 106(C), pages 143-164.
    34. Hulten, Charles R, 1992. "Growth Accounting When Technical Change Is Embodied in Capital," American Economic Review, American Economic Association, vol. 82(4), pages 964-980, September.
    35. Burnside, A. Craig & Eichenbaum, Martin S. & Rebelo, Sergio T., 1996. "Sectoral Solow residuals," European Economic Review, Elsevier, vol. 40(3-5), pages 861-869, April.
    36. Servén, Luis & Abate, Girum Dagnachew, 2020. "Adding space to the international business cycle," Journal of Macroeconomics, Elsevier, vol. 65(C).
    37. Diego A. Comin & Martí Mestieri, 2010. "An Intensive Exploration of Technology Diffusion," NBER Working Papers 16379, National Bureau of Economic Research, Inc.
    38. Riccardo DiCecio & Michael T. Owyang, 2010. "Identifying technology shocks in the frequency domain," Working Papers 2010-025, Federal Reserve Bank of St. Louis.
    39. Gustavo Adler & Romain A Duval & Davide Furceri & Sinem Kılıç Çelik & Ksenia Koloskova & Marcos Poplawski Ribeiro, 2017. "Gone with the Headwinds; Global Productivity," IMF Staff Discussion Notes 17/04, International Monetary Fund.
    40. Richard Baldwin, 2013. "Trade and Industrialization after Globalization's Second Unbundling: How Building and Joining a Supply Chain Are Different and Why It Matters," NBER Chapters, in: Globalization in an Age of Crisis: Multilateral Economic Cooperation in the Twenty-First Century, pages 165-212, National Bureau of Economic Research, Inc.
    41. J. B. Taylor & Harald Uhlig (ed.), 2016. "Handbook of Macroeconomics," Handbook of Macroeconomics, Elsevier, edition 1, volume 2, number 2.
    42. Kaminsky, Graciela L. & Pereira, Alfredo, 1996. "The debt crisis: lessons of the 1980s for the 1990s," Journal of Development Economics, Elsevier, vol. 50(1), pages 1-24, June.
    43. M. Ayhan Kose & Christopher Otrok & Charles H. Whiteman, 2003. "International Business Cycles: World, Region, and Country-Specific Factors," American Economic Review, American Economic Association, vol. 93(4), pages 1216-1239, September.
    44. Diego Anzoategui & Diego Comin & Mark Gertler & Joseba Martinez, 2019. "Endogenous Technology Adoption and R&D as Sources of Business Cycle Persistence," American Economic Journal: Macroeconomics, American Economic Association, vol. 11(3), pages 67-110, July.
    45. Charles R. Hulten, 1992. "Growth Accounting When Technical Change is Embodied in Capital," NBER Working Papers 3971, National Bureau of Economic Research, Inc.
    46. Chen, Kaiji & Wemy, Edouard, 2015. "Investment-specific technological changes: The source of long-run TFP fluctuations," European Economic Review, Elsevier, vol. 80(C), pages 230-252.
    47. Arvind Subramanian & Martin Kessler, 2013. "The Hyperglobalization of Trade and Its Future," Working Paper Series WP13-6, Peterson Institute for International Economics.
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    More about this item

    Keywords

    Productivity; Technology and technological diffusion; Advanced economies and emerging and developing economies;
    All these keywords.

    JEL classification:

    • C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O40 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - General

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