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Environmental Target Constraint and Corporate Pollution Emissions: Evidence from China

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  • Yu Zhang

    (School of Business Administration, Zhongnan University of Economics and Law, Wuhan 430073, China)

  • Lijun Hu

    (School of Business Administration, Zhongnan University of Economics and Law, Wuhan 430073, China)

  • Ruilei Liu

    (School of Economics, Xiamen University, Xiamen 361005, China)

Abstract

Combining Chinese industrial enterprise data and the green development database, this paper delves into the causal link between environmental target constraints (ETCs) and pollution emissions using the difference-in-differences (DID) framework. The empirical results reveal that ETC significantly reduces pollution emissions from manufacturing enterprises in China, lowering pollution levels by 0.47%. This conclusion remains robust after a battery of sensitivity tests, including the difference-in-differences-in-differences (DDD) approach and the PSM-DID method, among others. Heterogeneity analyses suggest that this causal impact appears more pronounced for private firms, exporting firms, and enterprises located in non-resource-based cities. A deeper analysis explores the mechanisms through which ETCs influence pollution emissions, highlighting output scale contraction, technological innovation, and resource allocation optimization as key transmission channels.

Suggested Citation

  • Yu Zhang & Lijun Hu & Ruilei Liu, 2025. "Environmental Target Constraint and Corporate Pollution Emissions: Evidence from China," Sustainability, MDPI, vol. 17(9), pages 1-20, April.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:9:p:3980-:d:1644956
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    as
    1. Caloghirou, Yannis & Giotopoulos, Ioannis & Kontolaimou, Alexandra & Korra, Efthymia & Tsakanikas, Aggelos, 2021. "Industry-university knowledge flows and product innovation: How do knowledge stocks and crisis matter?," Research Policy, Elsevier, vol. 50(3).
    2. Chen, Yvonne Jie & Li, Pei & Lu, Yi, 2018. "Career concerns and multitasking local bureaucrats: Evidence of a target-based performance evaluation system in China," Journal of Development Economics, Elsevier, vol. 133(C), pages 84-101.
    3. Imran Rasul & Daniel Rogger, 2018. "Management of Bureaucrats and Public Service Delivery: Evidence from the Nigerian Civil Service," Economic Journal, Royal Economic Society, vol. 128(608), pages 413-446, February.
    4. Xiangyan Wang & Jinye Li & Nannan Wang, 2023. "Are Economic Growth Pressures Inhibiting Green Total Factor Productivity Growth?," Sustainability, MDPI, vol. 15(6), pages 1-23, March.
    5. Wang, Shuhong & Wang, Xiaoqing & Lu, Binbin, 2022. "Is resource abundance a curse for green economic growth? Evidence from developing countries," Resources Policy, Elsevier, vol. 75(C).
    6. Liu, Dayong & Xu, Chunfa & Yu, Yongze & Rong, Kaijian & Zhang, Junyan, 2020. "Economic growth target, distortion of public expenditure and business cycle in China," China Economic Review, Elsevier, vol. 63(C).
    7. Rubashkina, Yana & Galeotti, Marzio & Verdolini, Elena, 2015. "Environmental regulation and competitiveness: Empirical evidence on the Porter Hypothesis from European manufacturing sectors," Energy Policy, Elsevier, vol. 83(C), pages 288-300.
    8. Imran Rasul & Daniel Rogger, 2015. "The Impact of Ethnic Diversity in Bureaucracies: Evidence from the Nigerian Civil Service," American Economic Review, American Economic Association, vol. 105(5), pages 457-461, May.
    9. Shihe Fu & V Brian Viard & Peng Zhang, 2021. "Air Pollution and Manufacturing Firm Productivity: Nationwide Estimates for China [Management and shocks to worker productivity]," The Economic Journal, Royal Economic Society, vol. 131(640), pages 3241-3273.
    10. Rasul,Imran & Rogger,Daniel Oliver & Williams,Martin J., 2018. "Management and Bureaucratic Effectiveness : Evidence from the Ghanaian Civil Service," Policy Research Working Paper Series 8595, The World Bank.
    11. He, Guanming & Lin, Tiantian, 2022. "Does air pollution impair investment efficiency?," Economics Letters, Elsevier, vol. 215(C).
    12. Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 132-163, March.
    13. Borghesi, Simone & Cainelli, Giulio & Mazzanti, Massimiliano, 2015. "Linking emission trading to environmental innovation: Evidence from the Italian manufacturing industry," Research Policy, Elsevier, vol. 44(3), pages 669-683.
    14. Lin, Boqiang & Ma, Ruiyang, 2022. "Green technology innovations, urban innovation environment and CO2 emission reduction in China: Fresh evidence from a partially linear functional-coefficient panel model," Technological Forecasting and Social Change, Elsevier, vol. 176(C).
    15. Cole, Matthew A. & Elliott, Robert J.R. & Shimamoto, Kenichi, 2005. "Industrial characteristics, environmental regulations and air pollution: an analysis of the UK manufacturing sector," Journal of Environmental Economics and Management, Elsevier, vol. 50(1), pages 121-143, July.
    16. Sachs, Jeffrey D. & Warner, Andrew M., 1999. "The big push, natural resource booms and growth," Journal of Development Economics, Elsevier, vol. 59(1), pages 43-76, June.
    17. Hongbin Cai & Qiao Liu, 2009. "Competition and Corporate Tax Avoidance: Evidence from Chinese Industrial Firms," Economic Journal, Royal Economic Society, vol. 119(537), pages 764-795, April.
    18. Hunt Allcott & Michael Greenstone, 2012. "Is There an Energy Efficiency Gap?," Journal of Economic Perspectives, American Economic Association, vol. 26(1), pages 3-28, Winter.
    19. Deschenes, Olivier & Wang, Huixia & Wang, Si & Zhang, Peng, 2020. "The effect of air pollution on body weight and obesity: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    20. Chong Ju Choi & Soo Hee Lee & Jai Boem Kim, 1999. "A Note on Countertrade: Contractual Uncertainty and Transaction Governance in Emerging Economies," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 30(1), pages 189-201, March.
    21. Li, Lei & Chi, Ting & Wang, Shi, 2016. "Is energy utilization among Chinese provinces sustainable?," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 198-206.
    22. Chen, Fenglong & Wang, Meichang & Pu, Zhengning, 2022. "The impact of technological innovation on air pollution: Firm-level evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    23. Imran Rasul & Daniel Rogger, 2018. "Management of Bureaucrats and Public Service Delivery: Evidence from the Nigerian Civil Service," Economic Journal, Royal Economic Society, vol. 128(608), pages 413-446, February.
    24. Zhang, Jian & Zhang, Wei & Song, Qi & Li, Xin & Ye, Xuanting & Liu, Yu & Xue, Yawei, 2020. "Can energy saving policies drive firm innovation behaviors? - Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    25. Wu, Haoyi & Guo, Huanxiu & Zhang, Bing & Bu, Maoliang, 2017. "Westward movement of new polluting firms in China: Pollution reduction mandates and location choice," Journal of Comparative Economics, Elsevier, vol. 45(1), pages 119-138.
    26. Zeng, Jingjing & Bao, Rui & McFarland, Michael, 2022. "Clean energy substitution: The effect of transitioning from coal to gas on air pollution," Energy Economics, Elsevier, vol. 107(C).
    27. Julius J. Andersson, 2019. "Carbon Taxes and CO2 Emissions: Sweden as a Case Study," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 1-30, November.
    28. Ge, Tao & Li, Chunying & Li, Jinye & Hao, Xionglei, 2023. "Does neighboring green development benefit or suffer from local economic growth targets? Evidence from China," Economic Modelling, Elsevier, vol. 120(C).
    29. Bu, Caiqi & Zhang, Kaixia & Shi, Daqian & Wang, Shuyu, 2022. "Does environmental information disclosure improve energy efficiency?," Energy Policy, Elsevier, vol. 164(C).
    30. Yanlin Sun & Yuwei Tang & Ge Li, 2023. "Economic growth targets and green total factor productivity: evidence from China," Journal of Environmental Planning and Management, Taylor & Francis Journals, vol. 66(10), pages 2090-2106, August.
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