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Are State-Owned Enterprises Really Ineffective? An Empirical Study Based on Stochastic Frontier Analysis

Author

Listed:
  • Chao Liu

    (School of Business, Shandong University, Weihai 264209, China)

  • Jiaye Lu

    (School of Business, Shandong University, Weihai 264209, China)

  • Ding Li

    (School of Culture and Communication, Shandong University, Weihai 264209, China)

  • Mengyao Jia

    (School of Business, Shandong University, Weihai 264209, China)

  • Kunru Han

    (School of Business, Shandong University, Weihai 264209, China)

Abstract

Technical efficiency (TE) and total factor productivity (TFP) are important criteria to ensure the enhancement of the quality and efficiency of state-owned enterprises (SOEs) and function as important indicators to assess the quality of their accomplishments. The purpose of this study is to explore whether the efficiency of SOEs is higher or lower than that of private enterprises. Transcendental logarithmic production function and stochastic frontier analysis (SFA) are used to assess the TE and TFP of listed central SOEs, local SOEs, and private enterprises, the data of which were taken from 2006–2020. The results show that the sampled private enterprises had the highest average TE during the study period, followed by the central and local SOEs. The private enterprises also had the highest average TFP growth rate, followed by the local and central SOEs. The TFP decompositions show that the TE change (TEC) and technical change (TC) indices of the SOEs were lower than those of the private enterprises. The TC, TEC, and scale change (SC) are limiting the TFP growth rates of the SOEs in labor-intensive industries. The SC of the SOEs has changed less than that of private enterprises in the sampled capital-intensive industries. Northern and southern China had the highest rates of TE and TFP growth. Indeed, this paper measures and decomposes TFP, and analyzes the efficiency of SOEs and private enterprises in different industries and regions in an international context.

Suggested Citation

  • Chao Liu & Jiaye Lu & Ding Li & Mengyao Jia & Kunru Han, 2023. "Are State-Owned Enterprises Really Ineffective? An Empirical Study Based on Stochastic Frontier Analysis," Mathematics, MDPI, vol. 11(3), pages 1-22, January.
    • Handle: RePEc:gam:jmathe:v:11:y:2023:i:3:p:657-:d:1049151
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    References listed on IDEAS

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    1. J. David Brown & John S. Earle & Almos Telegdy, 2006. "The Productivity Effects of Privatization: Longitudinal Estimates from Hungary, Romania, Russia, and Ukraine," Journal of Political Economy, University of Chicago Press, vol. 114(1), pages 61-99, February.
    2. Subal Kumbhakar & M. Denny & M. Fuss, 2000. "Estimation and decomposition of productivity change when production is not efficient: a paneldata approach," Econometric Reviews, Taylor & Francis Journals, vol. 19(4), pages 312-320.
    3. Simeon Djankov & Peter Murrell, 2002. "Enterprise Restructuring in Transition: A Quantitative Survey," Journal of Economic Literature, American Economic Association, vol. 40(3), pages 739-792, September.
    4. Daniel Berkowitz & Hong Ma & Shuichiro Nishioka, 2017. "Recasting the Iron Rice Bowl: The Reform of China's State-Owned Enterprises," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 735-747, July.
    5. Bogart, Dan & Chaudhary, Latika, 2015. "Off the rails: Is state ownership bad for productivity?," Journal of Comparative Economics, Elsevier, vol. 43(4), pages 997-1013.
    6. 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.
    7. Meeusen, Wim & van den Broeck, J, 1977. "Technical Efficiency and Dimension of the Firm: Some Results on the Use of Frontier Production Functions," Empirical Economics, Springer, vol. 2(2), pages 109-122.
    8. Saul Estrin & Jan Hanousek & Evzen Kocenda & Jan Svejnar, 2009. "The Effects of Privatization and Ownership in Transition Economies," Journal of Economic Literature, American Economic Association, vol. 47(3), pages 699-728, September.
    9. 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.
    10. Larissa Batrancea, 2021. "The Influence of Liquidity and Solvency on Performance within the Healthcare Industry: Evidence from Publicly Listed Companies," Mathematics, MDPI, vol. 9(18), pages 1-15, September.
    11. Seog-Chan Oh & Jaemin Shin, 2021. "The Assessment of Car Making Plants with an Integrated Stochastic Frontier Analysis Model," Mathematics, MDPI, vol. 9(11), pages 1-21, June.
    12. Liu, Zheng & Spiegel, Mark M. & Zhang, Jingyi, 2021. "Optimal capital account liberalization in China," Journal of Monetary Economics, Elsevier, vol. 117(C), pages 1041-1061.
    13. Atkinson, Scott E. & Halvorsen, Robert, 1986. "The relative efficiency of public and private firms in a regulated environment: The case of U.S. electric utilities," Journal of Public Economics, Elsevier, vol. 29(3), pages 281-294, April.
    14. Larissa Batrancea & Malar Kumaran Rathnaswamy & Ioan Batrancea, 2022. "A Panel Data Analysis on Determinants of Economic Growth in Seven Non-BCBS Countries," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 13(2), pages 1651-1665, June.
    15. 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.
    16. J. David Brown & John S. Earle & Almos Telegdy, "undated". "The Productivity Effects of Privatization: Longitudnal Estimates for Hungary, romania, Russia, and Ukraine," Upjohn Working Papers jse20063, W.E. Upjohn Institute for Employment Research.
    17. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    18. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
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    Keywords

    SOEs; efficiency; SFA;
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