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A Structural Method to Estimate Firm-level Capacity Utilization and Application to Chinese Heavy Industries

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Listed:
  • Shengyu Liu

    (Beijing Normal University, School of Business)

  • Heng Yin

    (Renmin University of China, National Academy of Development and Strategy)

Abstract

We develop a structural model to estimate firm-specific capacity utilization (CU). Firm's productivity heterogeneity can be controlled in this framework. We demonstrate that the lowest point of short-run average total cost curve is the most suitable definition of potential output. The method is then tested by firm-level data including 15 Chinese heavy industries during 1998-2008. Intuitive findings provide strong evidence for the reliability and robustness of our estimation framework: CU keeps rising during the sample period, while slowing down after 2004; there are substantial differences in CU across industries, regions and ownerships; CU is strongly pro-cyclical; firm investment and government intervention deteriorates the problem of excess capacity.

Suggested Citation

  • Shengyu Liu & Heng Yin, 2017. "A Structural Method to Estimate Firm-level Capacity Utilization and Application to Chinese Heavy Industries," Annals of Economics and Finance, Society for AEF, vol. 18(1), pages 1-28, May.
  • Handle: RePEc:cuf:journl:y:2017:v:18:i:1:liu
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    References listed on IDEAS

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    1. Leonardo Auernheimer & Danilo Trupkin, 2014. "The Role of Inventories and Capacity Utilization as Shock Absorbers," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(1), pages 70-85, January.
    2. Gilbert Cette & Nicolas Dromel & Rémy Lecat & Anne-Charlotte Paret, 2015. "Production Factor Returns: The Role of Factor Utilization," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 134-143, March.
    3. Jan De Loecker, 2011. "Product Differentiation, Multiproduct Firms, and Estimating the Impact of Trade Liberalization on Productivity," Econometrica, Econometric Society, vol. 79(5), pages 1407-1451, September.
    4. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    5. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    6. Shailendra Gajanan & D. Malhotra, 2007. "Measures of capacity utilization and its determinants: a study of Indian manufacturing," Applied Economics, Taylor & Francis Journals, vol. 39(6), pages 765-776.
    7. Jaumandreu, Jordi & Yin, Heng, 2017. "Cost and Product Advantages: Evidence from Chinese Manufacturing Firms," CEPR Discussion Papers 11862, C.E.P.R. Discussion Papers.
    8. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    9. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    10. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    11. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    12. Carol Corrado & Joe Mattey, 1997. "Capacity Utilization," Journal of Economic Perspectives, American Economic Association, vol. 11(1), pages 151-167, Winter.
    13. Lee, Jong-Kun, 1995. "Comparative performance of short-run capacity utilization measures," Economics Letters, Elsevier, vol. 48(3-4), pages 293-300, June.
    14. Gilbert Cette & Nicolas Dromel & Rémy Lecat & Anne-Charlotte Paret, 2015. "Production Factor Returns: The Role of Factor Utilization," The Review of Economics and Statistics, MIT Press, vol. 97(1), pages 134-143, March.
    15. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    16. Ulrich Doraszelski & Jordi Jaumandreu, 2013. "R&D and Productivity: Estimating Endogenous Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(4), pages 1338-1383.
    17. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    18. Greenwood, Jeremy & Hercowitz, Zvi & Huffman, Gregory W, 1988. "Investment, Capacity Utilization, and the Real Business Cycle," American Economic Review, American Economic Association, vol. 78(3), pages 402-417, June.
    19. J. M. Cassels, 1937. "Excess Capacity and Monopolistic Competition," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 51(3), pages 426-443.
    20. Berndt, Ernst R & Morrison, Catherine J, 1981. "Capacity Utilization Measures: Underlying Economic Theory and an Alternative Approach," American Economic Review, American Economic Association, vol. 71(2), pages 48-52, May.
    21. Catherine J. Morrison, 1985. "On the Economic Interpretation and Measurement of Optimal Capacity Utilization with Anticipatory Expectations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 52(2), pages 295-309.
    22. Nelson, Randy A, 1989. "On the Measurement of Capacity Utilization," Journal of Industrial Economics, Wiley Blackwell, vol. 37(3), pages 273-286, March.
    23. Badi H. Baltagi & James M. Griffin & Sharada R. Vadali, 1998. "Excess capacity: a permanent characteristic of US airlines?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 13(6), pages 645-657.
    24. Susanto Basu & Miles S. Kimball, 1997. "Cyclical Productivity with Unobserved Input Variation," NBER Working Papers 5915, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Capacity utilization; Firm heterogeneity; Structural estimation;
    All these keywords.

    JEL classification:

    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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