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Estimating production functions using energy to control for unobserved utilization

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  • Dong, Zhanyu
  • Ma, Hongqi
  • Shen, Guangjun

Abstract

The recent production function estimators may overestimate or underestimate productivity growth due to ignoring the measurement errors caused by overcapacity. We extend the estimation procedure proposed by Ackerberg et al. (2015) by using energy to control for unobserved factor utilization.

Suggested Citation

  • Dong, Zhanyu & Ma, Hongqi & Shen, Guangjun, 2021. "Estimating production functions using energy to control for unobserved utilization," Economics Letters, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:ecolet:v:209:y:2021:i:c:s0165176521003955
    DOI: 10.1016/j.econlet.2021.110118
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    References listed on IDEAS

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    1. Caselli, Francesco, 2005. "Accounting for Cross-Country Income Differences," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 9, pages 679-741, Elsevier.
    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. Shen, Guangjun & Chen, Binkai, 2017. "Zombie firms and over-capacity in Chinese manufacturing," China Economic Review, Elsevier, vol. 44(C), pages 327-342.
    4. Yongzheng Liu & Jie Mao, 2019. "How Do Tax Incentives Affect Investment and Productivity? Firm-Level Evidence from China," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 261-291, August.
    5. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 5266, London School of Economics and Political Science, LSE Library.
    6. 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.
    7. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    8. Caselli, Francesco, 2005. "Accounting for cross-country income differences," LSE Research Online Documents on Economics 3567, London School of Economics and Political Science, LSE Library.
    9. 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.
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    Cited by:

    1. Guangjun Shen & Jingxian Zou, 2023. "Total Factor Productivity in China's Manufacturing Sector in the Aftermath of the Global Financial Crisis," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 31(2), pages 1-25, March.

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    More about this item

    Keywords

    Production function; Productivity; Energy; Utilization-adjusted TFP;
    All these keywords.

    JEL classification:

    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D21 - Microeconomics - - Production and Organizations - - - Firm Behavior: Theory
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms
    • L61 - Industrial Organization - - Industry Studies: Manufacturing - - - Metals and Metal Products; Cement; Glass; Ceramics

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