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Capacity Utilization and Production Function Estimation: Implications for Productivity Analysis

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  • Jianmin Tang
  • Weimin Wang

Abstract

During business cycles and disruptions of global value chains, capacity utilization has important implications for explaining variations in productivity and for evaluating the effectiveness of a certain investments such as R&D and ICTs. Unfortunately, data on capacity utilization is not easily available, especially at the firm level. This article develops and evaluates a methodology for measuring capacity utilization at the micro level. Unlike the literature using ad-hoc proxies (for example, the ratio of energy use to capital stock) or ex-post return to capital which is endogenous to productivity shocks, the new measure is practical and easily implemented. Importantly, it is based on the theory of the firm in terms of profit-maximizing and price-taking and is exogenous to productivity shocks. Using Canadian micro data, this article shows that the developed new measure under the assumption of capital being not adjustable in the short term explain well the variations in firm productivity. It also finds that controlling for capacity utilization may be essential in evaluating the economic impact of certain investments such as in ICT.

Suggested Citation

  • Jianmin Tang & Weimin Wang, 2023. "Capacity Utilization and Production Function Estimation: Implications for Productivity Analysis," International Productivity Monitor, Centre for the Study of Living Standards, vol. 45, pages 178-199, Fall.
    • Handle: RePEc:sls:ipmsls:v:45:y:2023:7
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    References listed on IDEAS

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    1. John R. Baldwin & Wulong Gu & Beiling Yan, 2013. "Export Growth, Capacity Utilization, and Productivity Growth: Evidence from the Canadian Manufacturing Plants," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 59(4), pages 665-688, December.
    2. 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.
    3. Lawrence R. Klein & Virginia Long, 1973. "Capacity Utilization: Concept, Measurement, and Recent Estimates," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 4(3), pages 743-764.
    4. Berndt, Ernst R. & Fuss, Melvyn A., 1989. "Economic capacity utilization and productivity measurement for multiproduct firms with multiple quasi-fixed inputs," Working papers 3001-89., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    5. D. W. Jorgenson & Z. Griliches, 1967. "The Explanation of Productivity Change," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 34(3), pages 249-283.
    6. Ernst R. Berndt & Melvyn A. Fuss, 1989. "Economic Capacity Utilization and Productivity Measurement for Multi-product firms with multiple quasi-fixed inputs," NBER Working Papers 2932, National Bureau of Economic Research, Inc.
    7. Berndt, Ernst R. & Fuss, Melvyn A., 1986. "Productivity measurement with adjustments for variations in capacity utilization and other forms of temporary equilibrium," Journal of Econometrics, Elsevier, vol. 33(1-2), pages 7-29.
    8. Susanto Basu, 1996. "Procyclical Productivity: Increasing Returns or Cyclical Utilization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 719-751.
    9. Carol Corrado & Joe Mattey, 1997. "Capacity Utilization," Journal of Economic Perspectives, American Economic Association, vol. 11(1), pages 151-167, Winter.
    10. Gu, Wulong & Wang, Weimin, 2013. "Correction for variations in capacity utilization in the measurement of productivity growth: A non-parametric approach," Journal of Economic and Social Measurement, IOS Press, issue 4, pages 347-369.
    11. Baldwin, John R. Gu, Wulong Yan, Beiling, 2007. "User Guide for Statistics Canada's Annual Multifactor Productivity Program," The Canadian Productivity Review 2007014e, Statistics Canada, Economic Analysis Division.
    12. Liu, Huju & Tang, Jianmin, 2017. "Age-productivity profiles of entrants and exits: evidence from Canadian manufacturing," Structural Change and Economic Dynamics, Elsevier, vol. 40(C), pages 26-36.
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