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Going Green: Evidence from Product-Level Exports and Firms’ Environmental Performance in China

Author

Listed:
  • Ling-Yun He

    (College of Economics, Jinan University, Guangzhou 510632, China)

  • Kai-Lin Cai

    (College of Economics, Jinan University, Guangzhou 510632, China)

Abstract

The environmental impact of exporting is a topic of significant concern to both scholars and policymakers. Analyzing how exporting influences firms’ environmental performance concerning the product level is vital for better understanding its implications. Drawing on the data obtained from Chinese industrial firms, this study employs the PSM-DID (Propensity Score Matching-Difference in differences) model to establish a causal relationship between exporting intermediate goods or final goods and firms’ emissions. The findings indicate that, on the one hand, exporting intermediate goods leads to a rise in firms’ production scale and total factor productivity, ultimately significantly increasing total pollution emissions and reducing pollution emission intensity. On the other hand, exporting final goods decreases total pollution emissions and emission intensity through the technical effect. In general, this study provides important micro-level evidence of how exports affect pollution emissions at the product level in China. This evidence is valuable for policymakers in shaping environmental regulations and export policies.

Suggested Citation

  • Ling-Yun He & Kai-Lin Cai, 2023. "Going Green: Evidence from Product-Level Exports and Firms’ Environmental Performance in China," Sustainability, MDPI, vol. 15(21), pages 1-19, October.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:21:p:15281-:d:1267197
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    References listed on IDEAS

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    1. Chichilnisky, Graciela, 1994. "North-South Trade and the Global Environment," American Economic Review, American Economic Association, vol. 84(4), pages 851-874, September.
    2. Davide Castellani & Francesco Serti & Chiara Tomasi, 2010. "Firms in International Trade: Importers’ and Exporters’ Heterogeneity in Italian Manufacturing Industry," The World Economy, Wiley Blackwell, vol. 33(3), pages 424-457, March.
    3. Nocke, Volker & Yeaple, Stephen, 2008. "Globalization and the Size Distribution of Multiproduct Firms," CEPR Discussion Papers 6948, C.E.P.R. Discussion Papers.
    4. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    5. 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.
    6. Jingbo Cui & On Kit Tam & Bei Wang & Yan Zhang, 2020. "The environmental effect of trade liberalization: Evidence from China's manufacturing firms," The World Economy, Wiley Blackwell, vol. 43(12), pages 3357-3383, December.
    7. Jiansuo Pei & Bodo Sturm & Anqi Yu, 2021. "Are exporters more environmentally friendly? A re‐appraisal that uses China’s micro‐data," The World Economy, Wiley Blackwell, vol. 44(5), pages 1402-1427, May.
    8. Cherniwchan, Jevan, 2017. "Trade liberalization and the environment: Evidence from NAFTA and U.S. manufacturing," Journal of International Economics, Elsevier, vol. 105(C), pages 130-149.
    9. Managi, Shunsuke & Hibiki, Akira & Tsurumi, Tetsuya, 2009. "Does trade openness improve environmental quality?," Journal of Environmental Economics and Management, Elsevier, vol. 58(3), pages 346-363, November.
    10. Brian R. Copeland & M. Scott Taylor, 1994. "North-South Trade and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 755-787.
    11. Ling-Yun He & Xi Lin & Qiren Liu, 2020. "How Did Free Trade Reshape the Transitional China? Evidence from Heterogeneous Exporters and Firm-Level Pollution Emissions," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(8), pages 1651-1676, June.
    12. De Loecker, Jan, 2007. "Do exports generate higher productivity? Evidence from Slovenia," Journal of International Economics, Elsevier, vol. 73(1), pages 69-98, September.
    13. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    14. Dai, Mi & Maitra, Madhura & Yu, Miaojie, 2016. "Unexceptional exporter performance in China? The role of processing trade," Journal of Development Economics, Elsevier, vol. 121(C), pages 177-189.
    15. Cole, Matthew A. & Elliott, Robert J. R., 2003. "Determining the trade-environment composition effect: the role of capital, labor and environmental regulations," Journal of Environmental Economics and Management, Elsevier, vol. 46(3), pages 363-383, November.
    16. Werner Antweiler & Brian R. Copeland & M. Scott Taylor, 2001. "Is Free Trade Good for the Environment?," American Economic Review, American Economic Association, vol. 91(4), pages 877-908, September.
    17. He, Ling-Yun & Huang, Geng, 2023. "Can importing improve the energy efficiency? Theory and evidence from Chinese industrial firms," International Review of Economics & Finance, Elsevier, vol. 83(C), pages 451-469.
    18. 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.
    19. Jingbo Cui & Harvey Lapan & GianCarlo Moschini, 2016. "Productivity, Export, and Environmental Performance: Air Pollutants in the United States," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 98(2), pages 447-467.
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