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Industry‐Specific Productivity and Spillovers Through Input–Output Linkages: Evidence from Asia‐Pacific Value Chain

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  • Weilin Liu
  • Robin C. Sickles

Abstract

Global value chains (GVCs) promote the diffusion of knowledge and technology. This paper develops an empirical production model that combines spillovers and productivity growth heterogeneity at the industry‐level. We exploit the GVCs linkages from inter‐country input–output tables to describe the interdependencies of technology within the input–output space and combine that with the Asian‐Pacific and US KLEMS database to estimate productivity growth. The spillover effects from capital deepening, intermediate deepening, and technical change are identified and decomposed into domestic and international effects. Our empirical results find that ignoring the industrial interactions leads to an overestimation of China's productivity growth, and underestimation for the US and Japan. The spillovers of capital and intermediate are found to be significantly positive. The spillovers of technical change received account for 32 to 40 percent of total productivity growth. These findings provide a better understanding of how technical changes are distributed and diffused within GVCs.

Suggested Citation

  • Weilin Liu & Robin C. Sickles, 2024. "Industry‐Specific Productivity and Spillovers Through Input–Output Linkages: Evidence from Asia‐Pacific Value Chain," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 70(2), pages 345-369, June.
  • Handle: RePEc:bla:revinw:v:70:y:2024:i:2:p:345-369
    DOI: 10.1111/roiw.12639
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    as
    1. Durlauf, Steven N. & Kourtellos, Andros & Minkin, Artur, 2001. "The local Solow growth model," European Economic Review, Elsevier, vol. 45(4-6), pages 928-940, May.
    2. Charles R. Hulten, 1978. "Growth Accounting with Intermediate Inputs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 45(3), pages 511-518.
    3. Durlauf,S.N., 2000. "Econometric analysis and the study of economic growth : a skeptical perspective," Working papers 10, Wisconsin Madison - Social Systems.
    4. 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.
    5. Robert E. Lucas Jr. & Benjamin Moll, 2014. "Knowledge Growth and the Allocation of Time," Journal of Political Economy, University of Chicago Press, vol. 122(1), pages 1-51.
    6. Eaton, Jonathan & Kortum, Samuel, 1996. "Trade in ideas Patenting and productivity in the OECD," Journal of International Economics, Elsevier, vol. 40(3-4), pages 251-278, May.
    7. Desdoigts, Alain, 1999. "Patterns of Economic Development and the Formation of Clubs," Journal of Economic Growth, Springer, vol. 4(3), pages 305-330, September.
    8. Zvi Griliches, 1998. "Issues in Assessing the Contribution of Research and Development to Productivity Growth," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 17-45, National Bureau of Economic Research, Inc.
    9. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    10. David Rezza Baqaee & Emmanuel Farhi, 2020. "Productivity and Misallocation in General Equilibrium," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(1), pages 105-163.
    11. Daron Acemoglu & Ufuk Akcigit & William Kerr, 2016. "Networks and the Macroeconomy: An Empirical Exploration," NBER Macroeconomics Annual, University of Chicago Press, vol. 30(1), pages 273-335.
    12. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    13. Kneip, Alois & Sickles, Robin C. & Song, Wonho, 2012. "A New Panel Data Treatment For Heterogeneity In Time Trends," Econometric Theory, Cambridge University Press, vol. 28(3), pages 590-628, June.
    14. Erik Dietzenbacher & Bart Los, 1998. "Structural Decomposition Techniques: Sense and Sensitivity," Economic Systems Research, Taylor & Francis Journals, vol. 10(4), pages 307-324.
    15. K. J. Arrow, 1971. "The Economic Implications of Learning by Doing," Palgrave Macmillan Books, in: F. H. Hahn (ed.), Readings in the Theory of Growth, chapter 11, pages 131-149, Palgrave Macmillan.
    16. Jeffrey P. Cohen & Catherine J. Morrison Paul, 2004. "Public Infrastructure Investment, Interstate Spatial Spillovers, and Manufacturing Costs," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 551-560, May.
    17. Athanasia S. Kalaitzi & Trevor W. Chamberlain, 2020. "Merchandise exports and economic growth: multivariate time series analysis for the United Arab Emirates," Journal of Applied Economics, Taylor & Francis Journals, vol. 23(1), pages 163-182, January.
    18. Sergii Bogachov & Tetiana Pluhatar & Olena Plakhotnik & Olha Alieksieieva & Volodymyr Bondar, 2021. "Innovative business development in the digital economy," Entrepreneurship and Sustainability Issues, VsI Entrepreneurship and Sustainability Center, vol. 8(4), pages 682-696, June.
    19. Case, Anne C. & Rosen, Harvey S. & Hines, James Jr., 1993. "Budget spillovers and fiscal policy interdependence : Evidence from the states," Journal of Public Economics, Elsevier, vol. 52(3), pages 285-307, October.
    20. Jan Simon Hallonsten & Thomas H.W. Ziesemer, 2019. "A semi-endogenous growth model with public factors, imported capital goods, and limited export demand for developing countries," Journal of Applied Economics, Taylor & Francis Journals, vol. 22(1), pages 380-402, January.
    21. Durlauf, Steven N., 2001. "Manifesto for a growth econometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 65-69, January.
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