IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2021i4p2390-d504162.html
   My bibliography  Save this article

Environmental Regulation, Resource Misallocation and Industrial Total Factor Productivity: A Spatial Empirical Study Based on China’s Provincial Panel Data

Author

Listed:
  • Xu Dong

    (School of Economics, Zhengzhou University of Aeronautics, Zhengzhou 450046, China)

  • Yali Yang

    (School of Information Management, Zhengzhou University of Aeronautics, Zhengzhou 450046, China)

  • Xiaomeng Zhao

    (School of Economics and Business Administration, Central China Normal University, Wuhan 430079, China)

  • Yingjie Feng

    (School of Economics, Zhengzhou University of Aeronautics, Zhengzhou 450046, China)

  • Chenguang Liu

    (School of Economics, Zhengzhou University of Aeronautics, Zhengzhou 450046, China)

Abstract

A vast theoretical and empirical literature has been devoted to exploring the relationship between environmental regulation and total factor productivity (TFP), but no consensus has been reached and the reason may be attributed to the fact that the resource reallocation effect of environmental regulation is ignored. In this paper, we introduce resource misallocation in the process of discussing the impact of environmental regulation on TFP, taking China’s provincial industrial panel data from 1997 to 2017 as a sample, and the spatial econometric method is employed to investigate whether environmental regulation has a resource reallocation effect and affects TFP. The results indicate that there is a U-shaped relationship between environmental regulation and industrial TFP and a negative spatial spillover effect of environmental regulation on industrial TFP at the provincial level in China. Both capital misallocation and labor misallocation will lead to the loss of industrial TFP. Capital misallocation has a negative spatial spillover effect on industrial TFP, while labor misallocation is just the opposite. Environmental regulation can produce a positive resource reallocation effect, which in turn promotes the industrial TFP in the range of 28% to 33%, while capital misallocation and labor misallocation are only partial mediator.

Suggested Citation

  • Xu Dong & Yali Yang & Xiaomeng Zhao & Yingjie Feng & Chenguang Liu, 2021. "Environmental Regulation, Resource Misallocation and Industrial Total Factor Productivity: A Spatial Empirical Study Based on China’s Provincial Panel Data," Sustainability, MDPI, vol. 13(4), pages 1-20, February.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:4:p:2390-:d:504162
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/4/2390/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/4/2390/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Seongho Song & David Yi, 2011. "The fundraising efficiency in U.S. non-profit art organizations: an application of a Bayesian estimation approach using the stochastic frontier production model," Journal of Productivity Analysis, Springer, vol. 35(2), pages 171-180, April.
    2. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    3. Francisco J. Buera & Yongseok Shin, 2013. "Financial Frictions and the Persistence of History: A Quantitative Exploration," Journal of Political Economy, University of Chicago Press, vol. 121(2), pages 221-272.
    4. Stefan Ambec & Mark A. Cohen & Stewart Elgie & Paul Lanoie, 2013. "The Porter Hypothesis at 20: Can Environmental Regulation Enhance Innovation and Competitiveness?," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 7(1), pages 2-22, January.
    5. Nezih Guner & Gustavo Ventura & Xu Yi, 2008. "Macroeconomic Implications of Size-Dependent Policies," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 721-744, October.
    6. Boyd, Gale A. & McClelland, John D., 1999. "The Impact of Environmental Constraints on Productivity Improvement in Integrated Paper Plants," Journal of Environmental Economics and Management, Elsevier, vol. 38(2), pages 121-142, September.
    7. Eli Berman & Linda T. M. Bui, 2001. "Environmental Regulation And Productivity: Evidence From Oil Refineries," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 498-510, August.
    8. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    9. Hancevic, Pedro Ignacio, 2016. "Environmental regulation and productivity: The case of electricity generation under the CAAA-1990," Energy Economics, Elsevier, vol. 60(C), pages 131-143.
    10. Joseph S. Shapiro & Reed Walker, 2018. "Why Is Pollution from US Manufacturing Declining? The Roles of Environmental Regulation, Productivity, and Trade," American Economic Review, American Economic Association, vol. 108(12), pages 3814-3854, December.
    11. Ceyhun Elgin & Oğuz Öztunalı, 2014. "Environmental Kuznets Curve for the Informal Sector of Turkey (1950-2009)," Panoeconomicus, Savez ekonomista Vojvodine, Novi Sad, Serbia, vol. 61(4), pages 471-485, September.
    12. Michael Greenstone & John A. List & Chad Syverson, 2011. "The Effects of Environmental Regulation on the Competiveness of U.S. Manufacturing," Working Papers 11-03, Center for Economic Studies, U.S. Census Bureau.
    13. 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.
    14. Isabelle Piot-Lepetit & Monique Le Moing, 2007. "Productivity and environmental regulation : the effect of the nitrates directive in the French pig sector," Post-Print hal-02375148, HAL.
    15. Diego Restuccia & Richard Rogerson, 2008. "Policy Distortions and Aggregate Productivity with Heterogeneous Plants," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 11(4), pages 707-720, October.
    16. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    17. Francisco J. Buera & Joseph P. Kaboski & Yongseok Shin, 2011. "Finance and Development: A Tale of Two Sectors," American Economic Review, American Economic Association, vol. 101(5), pages 1964-2002, August.
    18. Zhao, Xiaomeng & Liu, Chuanjiang & Sun, Chuanwang & Yang, Mian, 2020. "Does stringent environmental regulation lead to a carbon haven effect? Evidence from carbon-intensive industries in China," Energy Economics, Elsevier, vol. 86(C).
    19. Loren Brandt & Trevor Tombe & Xiadong Zhu, 2013. "Factor Market Distortions Across Time, Space, and Sectors in China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 39-58, January.
    20. Aoki, Shuhei, 2012. "A simple accounting framework for the effect of resource misallocation on aggregate productivity," Journal of the Japanese and International Economies, Elsevier, vol. 26(4), pages 473-494.
    21. Tombe, Trevor & Winter, Jennifer, 2015. "Environmental policy and misallocation: The productivity effect of intensity standards," Journal of Environmental Economics and Management, Elsevier, vol. 72(C), pages 137-163.
    22. Johnstone, Nick & Managi, Shunsuke & Rodríguez, Miguel Cárdenas & Haščič, Ivan & Fujii, Hidemichi & Souchier, Martin, 2017. "Environmental policy design, innovation and efficiency gains in electricity generation," Energy Economics, Elsevier, vol. 63(C), pages 106-115.
    23. Lionel Fontagné & Gianluca Santoni, 2019. "Agglomeration economies and firm-level labor misallocation," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 251-272.
    24. Eunmi Lee, 2020. "Environmental Regulation and Financial Performance in China: An Integrated View of the Porter Hypothesis and Institutional Theory," Sustainability, MDPI, vol. 12(23), pages 1-22, December.
    25. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    26. Virgiliu Midrigan & Daniel Yi Xu, 2014. "Finance and Misallocation: Evidence from Plant-Level Data," American Economic Review, American Economic Association, vol. 104(2), pages 422-458, February.
    27. Yongfeng Zhu & Zilong Wang & Shilei Qiu & Lingling Zhu, 2019. "Effects of Environmental Regulations on Technological Innovation Efficiency in China’s Industrial Enterprises: A Spatial Analysis," Sustainability, MDPI, vol. 11(7), pages 1-19, April.
    28. Managi, Shunsuke & Jena, Pradyot Ranjan, 2008. "Environmental productivity and Kuznets curve in India," Ecological Economics, Elsevier, vol. 65(2), pages 432-440, April.
    29. Albrizio, Silvia & Kozluk, Tomasz & Zipperer, Vera, 2017. "Environmental policies and productivity growth: Evidence across industries and firms," Journal of Environmental Economics and Management, Elsevier, vol. 81(C), pages 209-226.
    30. Hamamoto, Mitsutsugu, 2006. "Environmental regulation and the productivity of Japanese manufacturing industries," Resource and Energy Economics, Elsevier, vol. 28(4), pages 299-312, November.
    31. Barbera, Anthony J. & McConnell, Virginia D., 1990. "The impact of environmental regulations on industry productivity: Direct and indirect effects," Journal of Environmental Economics and Management, Elsevier, vol. 18(1), pages 50-65, January.
    32. Manello, Alessandro, 2017. "Productivity growth, environmental regulation and win–win opportunities: The case of chemical industry in Italy and Germany," European Journal of Operational Research, Elsevier, vol. 262(2), pages 733-743.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Xu Dong & Wensi Fu & Yali Yang & Chenguang Liu & Guizhi Xue, 2022. "Study on the Evaluation of Green Technology Innovation Efficiency and Its Influencing Factors in the Central Plains City Cluster of China," Sustainability, MDPI, vol. 14(17), pages 1-24, September.
    2. Xu Dong & Yali Yang & Qinqin Zhuang & Weili Xie & Xiaomeng Zhao, 2022. "Does Environmental Regulation Help Mitigate Factor Misallocation?—Theoretical Simulations Based on a Dynamic General Equilibrium Model and the Perspective of TFP," IJERPH, MDPI, vol. 19(6), pages 1-21, March.
    3. Xu Dong & Kejia Guo & Guizhi Xue & Yali Yang & Weili Xie & Chenguang Liu, 2023. "Environmental Regulation, Resource Misallocation, and Total Factor Productivity: An Empirical Analysis Based on 284 Cities at the Prefecture-Level and Above in China," IJERPH, MDPI, vol. 20(1), pages 1-15, January.
    4. Ma, Yubo & Fan, Yufeng & Razzaq, Asif, 2023. "Influence of technical efficiency and globalization on sustainable resources management: Evidence from South Asian countries," Resources Policy, Elsevier, vol. 81(C).
    5. Gangqiang Yang & Ziyu Ding & Haisen Wang & Lingli Zou, 2023. "Can environmental regulation improve firm total factor productivity? The mediating effects of credit resource allocation," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(7), pages 6799-6827, July.
    6. Yang, Mian & Hong, Yili & Yang, Fuxia, 2022. "The effects of Mandatory Energy Efficiency Policy on resource allocation efficiency: Evidence from Chinese industrial sector," Economic Analysis and Policy, Elsevier, vol. 73(C), pages 513-524.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Xu Dong & Kejia Guo & Guizhi Xue & Yali Yang & Weili Xie & Chenguang Liu, 2023. "Environmental Regulation, Resource Misallocation, and Total Factor Productivity: An Empirical Analysis Based on 284 Cities at the Prefecture-Level and Above in China," IJERPH, MDPI, vol. 20(1), pages 1-15, January.
    2. Mian Yang & Yining Yuan & Fuxia Yang & Dalia Patino-Echeverri, 2021. "Effects of environmental regulation on firm entry and exit and China’s industrial productivity: a new perspective on the Porter Hypothesis," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 23(4), pages 915-944, October.
    3. Liu, Shasha & Yin, Shanshan & Yin, Chuan & Sheng, Yan, 2021. "Does the price of natural resources affect firms’ total factor productivity? Evidence from a natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 37-50.
    4. Du, Minzhe & Liu, Yunxiao & Wang, Bing & Lee, Myunghun & Zhang, Ning, 2021. "The sources of regulated productivity in Chinese power plants: An estimation of the restricted cost function combined with DEA approach," Energy Economics, Elsevier, vol. 100(C).
    5. Trenczek, Jan & Wacker, Konstantin M., 2023. "Human Capital Misallocation and Output per Worker Differences: Beyond Cobb-Douglas," GLO Discussion Paper Series 1331, Global Labor Organization (GLO).
    6. Xie, Rong-hui & Yuan, Yi-jun & Huang, Jing-jing, 2017. "Different Types of Environmental Regulations and Heterogeneous Influence on “Green” Productivity: Evidence from China," Ecological Economics, Elsevier, vol. 132(C), pages 104-112.
    7. 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.
    8. Chadwick Curtis, 2016. "Economic Reforms and the Evolution of China's Total Factor Productivity," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 21, pages 225-245, July.
    9. Ling-Yun He & Xiao-Feng Qi, 2021. "Resource Misallocation and Energy-Related Pollution," IJERPH, MDPI, vol. 18(10), pages 1-19, May.
    10. Sara Calligaris, 2015. "Misallocation and Total Factor Productivity in Italy: Evidence from Firm-Level Data," LABOUR, CEIS, vol. 29(4), pages 367-393, December.
    11. Xu Dong & Yali Yang & Qinqin Zhuang & Weili Xie & Xiaomeng Zhao, 2022. "Does Environmental Regulation Help Mitigate Factor Misallocation?—Theoretical Simulations Based on a Dynamic General Equilibrium Model and the Perspective of TFP," IJERPH, MDPI, vol. 19(6), pages 1-21, March.
    12. Eleftherios Giovanis & Oznur Ozdamar, 2018. "Productivity and Resource Misallocation: Evidence from Firms in Middle East and North Africa (MENA) Region Countries," Working Papers 1266, Economic Research Forum, revised 10 Dec 2018.
    13. Bah, El-hadj & Fang, Lei, 2015. "Impact of the business environment on output and productivity in Africa," Journal of Development Economics, Elsevier, vol. 114(C), pages 159-171.
    14. In Hwan Jo & Tatsuro Senga, 2019. "Aggregate Consequences of Credit Subsidy Policies: Firm Dynamics and Misallocation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 68-93, April.
    15. Wu, Guiying Laura, 2018. "Capital misallocation in China: Financial frictions or policy distortions?," Journal of Development Economics, Elsevier, vol. 130(C), pages 203-223.
    16. Laiqun Jin & Changwei Mo & Bochao Zhang & Bing Yu, 2018. "What Is the Focus of Structural Reform in China?—Comparison of the Factor Misallocation Degree within the Manufacturing Industry with a Unified Model," Sustainability, MDPI, vol. 10(11), pages 1-19, November.
    17. Dai, Xiaoyong & Cheng, Liwei, 2019. "Aggregate productivity losses from factor misallocation across Chinese manufacturing firms," Economic Systems, Elsevier, vol. 43(1), pages 30-41.
    18. Carol Newman & John Rand & Mpho Tsebe, 2019. "Resource misallocation and total factor productivity: Manufacturing firms in South Africa," WIDER Working Paper Series wp-2019-46, World Institute for Development Economic Research (UNU-WIDER).
    19. In Hwan Jo & Tatsuro Senga, 2019. "Aggregate Consequences of Credit Subsidy Policies: Firm Dynamics and Misallocation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 32, pages 68-93, April.
    20. Venky Venkateswaran & Joel David, 2017. "Capital Misallocation: Frictions or Distortions?," 2017 Meeting Papers 1636, Society for Economic Dynamics.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2021:i:4:p:2390-:d:504162. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.