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Measurement of factor price distortion: A new production function method with time-varying elasticity

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  • Zhang, Shangfeng
  • Chen, Congcong
  • Huang, Duen-Huang
  • Hu, Lang

Abstract

Factor price distortions affect factor allocation efficiency, which in turn affects the total factor productivity. This paper proposes a new method, the time-varying elasticity production function model, to measure the price distortions of capital and labor factors. The actual price of factors is measured by the factor share method according to national accounting. The empirical research in China from 1978 to 2017 finds: First, from 1978 to 1991, the degree of capital price distortion was greater than 1, and after 1992, it was less than 1, showing a positive distortion. With the reform of the marketization of factors, the distortion of capital prices has been alleviated, and it has generally shown a downward trend. Second, the degree of labor price distortion from 1978 to 2003 was less than 1, and it was greater than 1 since 2004. As the quality of labor improves, the degree of labor price distortion is generally on the rise. Third, the time-varying elasticity production function model can truly describe the actual changes in the income shares of capital and labor in different periods. Based on the time-varying elasticity production function, the Cobb-Douglas production function underestimates the 5.9% of the average capital factor price distortion measure, translog production function underestimates 1.5%. As for labor price distortion, the Cobb-Douglas production function overestimates 5.5%, and translog production function underestimates 5.4%. This study provides a new production function for correctly measuring factor price distortions and helps understand China's factor market reforms and structural changes.

Suggested Citation

  • Zhang, Shangfeng & Chen, Congcong & Huang, Duen-Huang & Hu, Lang, 2022. "Measurement of factor price distortion: A new production function method with time-varying elasticity," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
  • Handle: RePEc:eee:tefoso:v:175:y:2022:i:c:s0040162521007940
    DOI: 10.1016/j.techfore.2021.121363
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    References listed on IDEAS

    as
    1. Matthew F. Mitchell & Andrea Moro, 2006. "Persistent Distortionary Policies with Asymmetric Information," American Economic Review, American Economic Association, vol. 96(1), pages 387-393, March.
    2. Jagdish N. Bhagwati & Richard A. Brecher & Tatsuo Hatta, 1985. "The Generalized Theory of Transfers and Welfare: Exogenous (policy-Imposed) and Endogenous (Transfer-Induced) Distortion," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 100(3), pages 697-714.
    3. Chenery, Hollis B, 1975. "The Structuralist Approach to Development Policy," American Economic Review, American Economic Association, vol. 65(2), pages 310-316, May.
    4. Lau, Lawrence J & Yotopoulos, Pan A, 1971. "A Test for Relative Efficiency and Application to Indian Agriculture," American Economic Review, American Economic Association, vol. 61(1), pages 94-109, March.
    5. García-Belenguer, Fernando & Santos, Manuel S., 2013. "Investment rates and the aggregate production function," European Economic Review, Elsevier, vol. 63(C), pages 150-169.
    6. Keyi Ju & Qunwei Wang & Lifan Liu & Dequn Zhou, 2019. "Measurement of the Price Distortion Degree for Exhaustible Energy Resources in China: A Discount Rate Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(12), pages 2718-2737, September.
    7. Bruce Skoorka, 2000. "Measuring market distortion: international comparisons, policy and competitiveness," Applied Economics, Taylor & Francis Journals, vol. 32(3), pages 253-264.
    8. Diego Restuccia & Richard Rogerson, 2017. "The Causes and Costs of Misallocation," Journal of Economic Perspectives, American Economic Association, vol. 31(3), pages 151-174, Summer.
    9. Zhang, Shangfeng & Liu, Yaoxin & Huang, Duen-Huang, 2021. "Understanding the mystery of continued rapid economic growth," Journal of Business Research, Elsevier, vol. 124(C), pages 529-537.
    10. Wang, Miao & Feng, Chao, 2021. "The consequences of industrial restructuring, regional balanced development, and market-oriented reform for China's carbon dioxide emissions: A multi-tier meta-frontier DEA-based decomposition analysi," Technological Forecasting and Social Change, Elsevier, vol. 164(C).
    11. Richard Rogerson, 2008. "Structural Transformation and the Deterioration of European Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 235-259, April.
    12. Rader, J Trout, III, 1976. "The Welfare Loss from Price Distortions," Econometrica, Econometric Society, vol. 44(6), pages 1253-1257, November.
    13. Cheng, Hua & Wang, Ziqi & Peng, Dan & Kong, Qunxi, 2020. "Firm’s outward foreign direct investment and efficiency loss of factor price distortion: Evidence from Chinese firms," International Review of Economics & Finance, Elsevier, vol. 67(C), pages 176-188.
    14. 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.
    15. Daron Acemoglu & Fabrizio Zilibotti, 2001. "Productivity Differences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 563-606.
    16. Kalirajan, K P, 1990. "On Measuring Economic Efficiency," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 5(1), pages 75-85, January-M.
    17. Yang, Mian & Yang, Fuxia & Sun, Chuanwang, 2018. "Factor market distortion correction, resource reallocation and potential productivity gains: An empirical study on China's heavy industry sector," Energy Economics, Elsevier, vol. 69(C), pages 270-279.
    18. Bhagwati, Jagdish N & Ramaswami, V K & Srinivasan, T N, 1969. "Domestic Distortions, Tariffs, and the Theory of Optimum Subsidy: Some Further Results," Journal of Political Economy, University of Chicago Press, vol. 77(6), pages 1005-1010, Nov./Dec..
    19. Scott E. Atkinson & Christopher Cornwell, 1998. "Profit versus Cost Frontier Estimation of Price and Technical Inefficiency: A Parametric Approach with Panel Data," Southern Economic Journal, John Wiley & Sons, vol. 64(3), pages 753-764, January.
    20. Atkinson, Scott E & Halvorsen, Robert, 1984. "Parametric Efficiency Tests, Economies of Scale, and Input Demand in U.S. Electric Power Generation," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 25(3), pages 647-662, October.
    21. Das, Gouranga G. & Drine, Imed, 2020. "Distance from the technology frontier: How could Africa catch-up via socio-institutional factors and human capital?," Technological Forecasting and Social Change, Elsevier, vol. 150(C).
    22. Yang, Zhenbing & Shao, Shuai & Li, Chengyu & Yang, Lili, 2020. "Alleviating the misallocation of R&D inputs in China's manufacturing sector: From the perspectives of factor-biased technological innovation and substitution elasticity," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    23. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    24. Kong, Qunxi & Peng, Dan & Ruijia, Zhang & Wong, Zoey, 2021. "Resource misallocation, production efficiency and outward foreign direct investment decisions of Chinese enterprises," Research in International Business and Finance, Elsevier, vol. 55(C).
    25. Stephen P. Magee, 1971. "Factor Market Distortions, Production, Distribution, and the Pure Theory of International Trade," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 85(4), pages 623-643.
    26. Zhang, Shangfeng & Chen, Congcong & Xu, Siwa & Xu, Bing, 2021. "Measurement of capital allocation efficiency in emerging economies: evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
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