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Impacts of China's differential electricity pricing on the productivity of energy-intensive industries

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  • Zheng, Xuemei
  • Wu, Chengkuan
  • He, Shijun

Abstract

Using China's Industrial Enterprise Database (CIED) from 1998 to 2007, this paper investigates how the differential electricity pricing (DEP) policy affects the total factor productivity (TFP) of energy-intensive industries in China. Based on the TFP of energy-intensive industries estimated through the Olley-Pakes (OP) and Levinston-Petrin (LP) approaches, this paper estimates the treatment effects of the DEP policy through the method of propensity score matching and difference in differences (PSM-DID). The results indicate a significant negative effect of the DEP on the TFP of energy-intensive industries shortly after the DEP implementation. This finding could be explained by the rapidly increasing costs for energy-saving technologies that occurred within firms over a short time. Moreover, the estimated dynamic marginal effects demonstrate that the policy effect became positive in the following years, implying that the role the DEP policy plays shifted from increasing costs to stimulating technology improvement for energy-intensive industries. Heterogeneity analysis suggests that the treatment effects remain large and statistically significant for regions less dependent on energy-intensive industries, regions with better policy enforcement, and small-sized firms. The results remain robust in the counterfactual test, in the robustness check that takes account of the lagging effect of policy and in the robustness checks that considers more control variables or extends the time period of analysis. Based on these findings, this paper provides important policy implications for better design of the mechanisms to improve the productivity in China.

Suggested Citation

  • Zheng, Xuemei & Wu, Chengkuan & He, Shijun, 2021. "Impacts of China's differential electricity pricing on the productivity of energy-intensive industries," Energy Economics, Elsevier, vol. 94(C).
  • Handle: RePEc:eee:eneeco:v:94:y:2021:i:c:s014098832030390x
    DOI: 10.1016/j.eneco.2020.105050
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    References listed on IDEAS

    as
    1. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 295-366.
    2. Barbara Casu & Alessandra Ferrari & Tianshu Zhao, 2013. "Regulatory Reform and Productivity Change in Indian Banking," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 1066-1077, July.
    3. Galera, Francisco & Zaratiegui, Jesus M., 2006. "Welfare and output in third-degree price discrimination: A note," International Journal of Industrial Organization, Elsevier, vol. 24(3), pages 605-611, May.
    4. 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.
    5. Ohene-Asare, Kwaku & Turkson, Charles & Afful-Dadzie, Anthony, 2017. "Multinational operation, ownership and efficiency differences in the international oil industry," Energy Economics, Elsevier, vol. 68(C), pages 303-312.
    6. Yang, Zhenbing & Shao, Shuai & Yang, Lili & Miao, Zhuang, 2018. "Improvement pathway of energy consumption structure in China's industrial sector: From the perspective of directed technical change," Energy Economics, Elsevier, vol. 72(C), pages 166-176.
    7. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
    8. Ma, Chunbo, 2014. "A multi-fuel, multi-sector and multi-region approach to index decomposition: An application to China's energy consumption 1995–2010," Energy Economics, Elsevier, vol. 42(C), pages 9-16.
    9. John S. Heywood & Guangliang Ye, 2009. "Mixed Oligopoly, Sequential Entry, And Spatial Price Discrimination," Economic Inquiry, Western Economic Association International, vol. 47(3), pages 589-597, July.
    10. 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.
    11. Greenwood, Jeremy & Hercowitz, Zvi & Krusell, Per, 1997. "Long-Run Implications of Investment-Specific Technological Change," American Economic Review, American Economic Association, vol. 87(3), pages 342-362, June.
    12. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    13. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    14. 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.
    15. Richard G. Newell & Adam B. Jaffe & Robert N. Stavins, 1999. "The Induced Innovation Hypothesis and Energy-Saving Technological Change," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 941-975.
    16. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," NBER Working Papers 21006, National Bureau of Economic Research, Inc.
    17. Shi, Xunpeng & Sun, Sizhong, 2017. "Energy price, regulatory price distortion and economic growth: A case study of China," Energy Economics, Elsevier, vol. 63(C), pages 261-271.
    18. Sascha O. Becker & Andrea Ichino, 2002. "Estimation of average treatment effects based on propensity scores," Stata Journal, StataCorp LP, vol. 2(4), pages 358-377, November.
    19. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    20. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 295-366.
    21. Hu, Junfeng & Kahrl, Fredrich & Yan, Qingyou & Wang, Xiaoya, 2012. "The impact of China's differential electricity pricing policy on power sector CO2 emissions," Energy Policy, Elsevier, vol. 45(C), pages 412-419.
    22. Chen, Jinjin, 2011. "China's experiment on the differential electricity pricing policy and the struggle for energy conservation," Energy Policy, Elsevier, vol. 39(9), pages 5076-5085, September.
    23. Laurits R. Christensen, 1975. "Concepts and Measurement of Agricultural Productivity," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 57(5), pages 910-915.
    24. Shuai Shao, Zhenbing Yang, Lili Yang, and Shuang Ma, 2019. "Can China's Energy Intensity Constraint Policy Promote Total Factor Energy Efficiency? Evidence from the Industrial Sector," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    25. Lin, Boqiang & Liu, Jianghua, 2011. "Principles, effects and problems of differential power pricing policy for energy intensive industries in China," Energy, Elsevier, vol. 36(1), pages 111-118.
    26. Atakelty Hailu, 2003. "Nonparametric Productivity Analysis with Undesirable Outputs: Reply," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(4), pages 1075-1077.
    27. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    28. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
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