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What Affects MFP in the Long-Run? Evidence from Canadian Industries

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  • Danny Leung
  • Yi Zheng

Abstract

In this paper we explore variables that may have an impact on multifactor productivity (MFP) in the long-run using the KLEMS database for Canada. We estimate a dynamic heterogeneous panel error-correction model of twelve 2-digit level industries. Variables investigated include ICT capital, outsourcing, competition, trade openness, public infrastructure, and R&D. Results suggest that over the 1976 - 2003 period ICT capital services, outsourcing and trade all had a positive impact on the level of industry MFP. The speed of adjustment varies significantly by industry.

Suggested Citation

  • Danny Leung & Yi Zheng, 2008. "What Affects MFP in the Long-Run? Evidence from Canadian Industries," Staff Working Papers 08-4, Bank of Canada.
    • Handle: RePEc:bca:bocawp:08-4
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    References listed on IDEAS

    as
    1. Breitung, Jörg & Pesaran, Mohammad Hashem, 2005. "Unit roots and cointegration in panels," Discussion Paper Series 1: Economic Studies 2005,42, Deutsche Bundesbank.
    2. L Alan Winters, 2004. "Trade Liberalisation and Economic Performance: An Overview," Economic Journal, Royal Economic Society, vol. 114(493), pages 4-21, February.
    3. Karsten Bjerring Olsen, 2006. "Productivity Impacts of Offshoring and Outsourcing: A Review," OECD Science, Technology and Industry Working Papers 2006/1, OECD Publishing.
    4. Susanto Basu & John G. Fernald, 2008. "Information and communications technology as a general purpose technology: evidence from U.S. industry data," Economic Review, Federal Reserve Bank of San Francisco, pages 1-15.
    5. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    6. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2004. "The Case of the Missing Productivity Growth, or Does Information Technology Explain Why Productivity Accelerated in the United States but Not in the United Kingdom?," NBER Chapters, in: NBER Macroeconomics Annual 2003, Volume 18, pages 9-82, National Bureau of Economic Research, Inc.
    7. 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.
    8. Susanto Basu & John G. Fernald & Nicholas Oulton & Sylaja Srinivasan, 2003. "The Case of the Missing Productivity Growth: Or, Does Information Technology Explain why Productivity Accelerated in the US but not the UK?," NBER Working Papers 10010, National Bureau of Economic Research, Inc.
    9. 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.
    10. Ann Bartel & Saul Lach & Nachum Sicherman, 2005. "Outsourcing and Technological Change," NBER Working Papers 11158, National Bureau of Economic Research, Inc.
    11. Kaddour Hadri, 2000. "Testing for stationarity in heterogeneous panel data," Econometrics Journal, Royal Economic Society, vol. 3(2), pages 148-161.
    12. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    13. Griliches, Zvi, 1980. "R & D and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 70(2), pages 343-348, May.
    14. Pedroni, Peter, 2004. "Panel Cointegration: Asymptotic And Finite Sample Properties Of Pooled Time Series Tests With An Application To The Ppp Hypothesis," Econometric Theory, Cambridge University Press, vol. 20(3), pages 597-625, June.
    15. M. Ishaq Nadiri & Theofanis P. Mamuneas, 1994. "Infrastructure and Public R&D Investments, and the Growth of Factor Productivity in US Manufacturing Industries," NBER Working Papers 4845, National Bureau of Economic Research, Inc.
    16. Milgrom, Paul & Roberts, John, 1990. "The Economics of Modern Manufacturing: Technology, Strategy, and Organization," American Economic Review, American Economic Association, vol. 80(3), pages 511-528, June.
    17. Paquet, Alain & Robidoux, Benoit, 2001. "Issues on the measurement of the Solow residual and the testing of its exogeneity: Evidence for Canada," Journal of Monetary Economics, Elsevier, vol. 47(3), pages 595-612, June.
    18. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    19. Zvi Griliches, 1998. "Productivity, R&D, and the Data Constraint," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 347-374, National Bureau of Economic Research, Inc.
    20. Peter Pedroni, 2000. "Fully Modified OLS for Heterogeneous Cointegrated Panels," Department of Economics Working Papers 2000-03, Department of Economics, Williams College.
    21. Danny Leung, 2008. "Markups in Canada: Have They Changed and Why?," Staff Working Papers 08-7, Bank of Canada.
    22. Lileeva, Alla, 2006. "Global Links: The Benefits to Domestically-controlled Plants from Inward Direct Investment - The Role of Vertical Linkages," The Canadian Economy in Transition 2006010e, Statistics Canada, Economic Analysis Division.
    23. Erik Brynjolfsson & Lorin M. Hitt, 2003. "Computing Productivity: Firm-Level Evidence," The Review of Economics and Statistics, MIT Press, vol. 85(4), pages 793-808, November.
    24. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    25. John R. Baldwin & Wulong Gu, 2004. "Trade Liberalization: Export-market Participation, Productivity Growth, and Innovation," Oxford Review of Economic Policy, Oxford University Press, vol. 20(3), pages 372-392, Autumn.
    26. Erik Brynjolfsson & Lorin M. Hitt, 2000. "Beyond Computation: Information Technology, Organizational Transformation and Business Performance," Journal of Economic Perspectives, American Economic Association, vol. 14(4), pages 23-48, Fall.
    27. 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.
    28. Corrado Carol & Lengermann Paul & Beaulieu J. Joseph & Bartelsman Eric J., 2007. "Sectoral Productivity in the United States: Recent Developments and the Role of IT," German Economic Review, De Gruyter, vol. 8(2), pages 188-210, May.
    29. Yongcheol Shin & Ron P Smith & Mohammad Hashem Pesaran, 1998. "Pooled Mean Group Estimation of Dynamic Heterogeneous Panels," Edinburgh School of Economics Discussion Paper Series 16, Edinburgh School of Economics, University of Edinburgh.
    30. Bernhardt, Irwin, 1981. "Sources of Productivity Differences among Canadian Manufacturing Industries," The Review of Economics and Statistics, MIT Press, vol. 63(4), pages 503-512, November.
    31. Ali Dib, 2008. "Welfare Effects of Commodity Price and Exchange Rate Volatilities in a Multi-Sector Small Open Economy Model," Staff Working Papers 08-8, Bank of Canada.
    32. repec:bla:germec:v:8:y:2007:i::p:146-173 is not listed on IDEAS
    33. Dominique Guellec & Bruno van Pottelsberghe de la Potterie, 2003. "R&D and Productivity Growth: Panel Data Analysis of 16 OECD Countries," OECD Economic Studies, OECD Publishing, vol. 2001(2), pages 103-126.
    34. Baldwin, John R. Gu, Wulong, 2004. "Industrial Competition, Shifts in Market Share and Productivity Growth," Economic Analysis (EA) Research Paper Series 2004021e, Statistics Canada, Analytical Studies Branch.
    35. Surendra, G. & Gu, W. & Lee, F.C., 1999. "Foreign Direct Investment and Productivity Growth: The Canadian Host-Country Experience," Gouvernement du Canada - Industrial Organization 30, Gouvernement du Canada - Industry Canada.
    36. Danny Leung, 2004. "The Effect of Adjustment Costs and Organizational Change on Productivity in Canada: Evidence from Aggregate Data," International Productivity Monitor, Centre for the Study of Living Standards, vol. 9, pages 52-61, Fall.
    37. repec:bla:obuest:v:61:y:1999:i:0:p:653-70 is not listed on IDEAS
    38. Barry P. Bosworth & Jack E. Triplett, 2007. "The Early 21st Century U.S. Productivity Expansion is Still in Services," International Productivity Monitor, Centre for the Study of Living Standards, vol. 14, pages 3-19, Spring.
    39. Kevin J. Stiroh, 2002. "Are ICT Spillovers Driving the New Economy?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 48(1), pages 33-57, March.
    40. Steven Globerman, 1979. "Foreign Direct Investment and `Spillover' Efficiency Benefits in Canadian Manufacturing Industries," Canadian Journal of Economics, Canadian Economics Association, vol. 12(1), pages 42-56, February.
    41. Mary O'Mahony & Michela Vecchi, 2005. "Quantifying the Impact of ICT Capital on Output Growth: A Heterogeneous Dynamic Panel Approach," Economica, London School of Economics and Political Science, vol. 72(288), pages 615-633, November.
    42. Baldwin, John R. Gu, Wulong, 2007. "Long-term Productivity Growth in Canada and the United States," The Canadian Productivity Review 2007013e, Statistics Canada, Economic Analysis Division.
    43. Kajal Lahiri, 2005. "Analysis of Panel Data," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(4), pages 1093-1095.
    44. Alain Paquet & Benoit Robidoux, 1997. "Issues on the Measurement of the Solow Residual and the Testing of its Exogeneity: a Tale of Two Countries," Cahiers de recherche CREFE / CREFE Working Papers 51, CREFE, Université du Québec à Montréal.
    45. Nelson C. Mark & Donggyu Sul, 2003. "Cointegration Vector Estimation by Panel DOLS and Long‐run Money Demand," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 65(5), pages 655-680, December.
    46. Alla Lileeva, 2010. "The benefits to domestically owned plants from inward direct investment: the role of vertical linkages," Canadian Journal of Economics, Canadian Economics Association, vol. 43(2), pages 574-603, May.
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    Cited by:

    1. Rashid NIKZAD, 2014. "Revisiting the Impacts of Domestic and Foreign Technology Spillovers on Canadian Industries, 1978-1997," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 14(1), pages 73-86.

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    More about this item

    Keywords

    Productivity;

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General

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