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Carbon Reduction, Pollution Intensity, and Firms’ Ratios of Value Added in Exports: Evidence from China’s Low-Carbon Pilot Policy

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  • Yajun Zhu

    (School of International Business, Southwestern University of Finance and Economics, Chengdu 611130, China)

  • Churen Sun

    (Guangdong Institute for International Strategies, Guangdong University of Foreign Studies, Guangzhou 510420, China)

Abstract

Global warming is highlighting the importance of carbon emission reduction, while firms in developing countries are facing the dual challenges of carbon reduction and exporting real gains improvement. Using the Chinese Customs Transaction-level Trade Statistics Dataset and the Chinese Annual Survey of Industrial Firms Dataset from 2008 to 2014, we identified the impact of China’s Low-carbon Pilot Policy (LCPP) on firms’ ratios of the domestic value added in exports for the first time by adopting a difference-in-difference method. Our findings show that China’s LCPP continuously improves firms’ ratios of value added in exports, providing empirical evidence for the topic of whether carbon reduction regulations affect firms’ export real gains. The heterogeneity analysis shows that the improvement impact of LCPP on dirty firms is weaker than that on clean firms. The mechanism test also shows that firms’ production efficiency plays the role of partial intermediary in the relationship between LCPP and firms’ ratios of domestic value added in exports. Our research extends the micro effect of LCPP to the field of exporting real gains, and enriches the research on influencing factors of firms’ ratios of the domestic value added in exports.

Suggested Citation

  • Yajun Zhu & Churen Sun, 2022. "Carbon Reduction, Pollution Intensity, and Firms’ Ratios of Value Added in Exports: Evidence from China’s Low-Carbon Pilot Policy," Sustainability, MDPI, vol. 14(19), pages 1-26, October.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:19:p:12687-:d:934355
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    as
    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. Federica Cucchiella & Idiano D’Adamo & Massimo Gastaldi, 2018. "Future Trajectories of Renewable Energy Consumption in the European Union," Resources, MDPI, vol. 7(1), pages 1-13, February.
    3. Robert Koopman & Zhi Wang & Shang-Jin Wei, 2014. "Tracing Value-Added and Double Counting in Gross Exports," American Economic Review, American Economic Association, vol. 104(2), pages 459-494, February.
    4. Helmut Fryges & Joachim Wagner, 2021. "Exports and Productivity Growth — First Evidence from a Continuous Treatment Approach," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 6, pages 57-86, World Scientific Publishing Co. Pte. Ltd..
    5. Cohen, Gail & Jalles, Joao Tovar & Loungani, Prakash & Marto, Ricardo & Wang, Gewei, 2019. "Decoupling of emissions and GDP: Evidence from aggregate and provincial Chinese data," Energy Economics, Elsevier, vol. 77(C), pages 105-118.
    6. Weiping Shen & Yong Wang & Weijie Luo, 2021. "Does the Porter hypothesis hold in China? Evidence from the low-carbon city pilot policy," Journal of Applied Economics, Taylor & Francis Journals, vol. 24(1), pages 246-269, January.
    7. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    8. Yuning Gao & Wenyin Cheng & Quanxi Yuan, 2018. "Understanding the global imbalance from the perspective of processing trade value added of China," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 16(4), pages 337-356, October.
    9. Kei-Mu Yi, 2003. "Can Vertical Specialization Explain the Growth of World Trade?," Journal of Political Economy, University of Chicago Press, vol. 111(1), pages 52-102, February.
    10. Ambec, Stefan & Barla, Philippe, 2002. "A theoretical foundation of the Porter hypothesis," Economics Letters, Elsevier, vol. 75(3), pages 355-360, May.
    11. 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.
    12. Ahn, JaeBin & Khandelwal, Amit K. & Wei, Shang-Jin, 2011. "The role of intermediaries in facilitating trade," Journal of International Economics, Elsevier, vol. 84(1), pages 73-85, May.
    13. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    14. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    15. Eliana La Ferrara & Alberto Chong & Suzanne Duryea, 2012. "Soap Operas and Fertility: Evidence from Brazil," American Economic Journal: Applied Economics, American Economic Association, vol. 4(4), pages 1-31, October.
    16. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
    17. 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.
    18. Alan Sule & Honoré Bo E. & Hu Luojia & Leth-Petersen Søren, 2014. "Estimation of Panel Data Regression Models with Two-Sided Censoring or Truncation," Journal of Econometric Methods, De Gruyter, vol. 3(1), pages 1-20, January.
    19. Tian, Yanping & Song, Wenjing & Liu, Min, 2021. "Assessment of how environmental policy affects urban innovation: Evidence from China’s low-carbon pilot cities program," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 41-56.
    20. Nataša Vrh, 2019. "The DNA of the domestic value added (DVA) in exports: Firm‐level analysis of DVA in exports," The World Economy, Wiley Blackwell, vol. 42(9), pages 2566-2601, September.
    21. Aichele, Rahel & Heiland, Inga, 2018. "Where is the value added? Trade liberalization and production networks," Journal of International Economics, Elsevier, vol. 115(C), pages 130-144.
    22. Hiau Looi Kee & Heiwai Tang, 2016. "Domestic Value Added in Exports: Theory and Firm Evidence from China," American Economic Review, American Economic Association, vol. 106(6), pages 1402-1436, June.
    23. Zhang, Dongyang, 2022. "Environmental regulation and firm product quality improvement: How does the greenwashing response?," International Review of Financial Analysis, Elsevier, vol. 80(C).
    24. Upward, Richard & Wang, Zheng & Zheng, Jinghai, 2013. "Weighing China’s export basket: The domestic content and technology intensity of Chinese exports," Journal of Comparative Economics, Elsevier, vol. 41(2), pages 527-543.
    25. Wang, Zhaohua & Yin, Fangchao & Zhang, Yixiang & Zhang, Xian, 2012. "An empirical research on the influencing factors of regional CO2 emissions: Evidence from Beijing city, China," Applied Energy, Elsevier, vol. 100(C), pages 277-284.
    26. Koopman, Robert & Wang, Zhi & Wei, Shang-Jin, 2012. "Estimating domestic content in exports when processing trade is pervasive," Journal of Development Economics, Elsevier, vol. 99(1), pages 178-189.
    27. Taylor M. Scott, 2005. "Unbundling the Pollution Haven Hypothesis," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(2), pages 1-28, June.
    28. Lu, Yue & Shi, Huimin & Luo, Wei & Liu, Bin, 2018. "Productivity, financial constraints, and firms' global value chain participation: Evidence from China," Economic Modelling, Elsevier, vol. 73(C), pages 184-194.
    29. Yu, Chunjiao & Luo, Zhechong, 2018. "What are China's real gains within global value chains? Measuring domestic value added in China's exports of manufactures," China Economic Review, Elsevier, vol. 47(C), pages 263-273.
    30. Songbo Wu & Yue Lu & Xiaofeng Lv, 2021. "Does value‐added tax reform boost firms’ domestic value added in exports? Evidence from China," Review of International Economics, Wiley Blackwell, vol. 29(5), pages 1275-1299, November.
    31. Martín-Tapia, Inmaculada & Aragón-Correa, J. Alberto & Rueda-Manzanares, Antonio, 2010. "Environmental strategy and exports in medium, small and micro-enterprises," Journal of World Business, Elsevier, vol. 45(3), pages 266-275, July.
    32. Grzegorz Zimon & Dominik Zimon, 2020. "The Impact of Purchasing Group on the Profitability of Companies Operating in the Renewable Energy Sector—The Case of Poland," Energies, MDPI, vol. 13(24), pages 1-15, December.
    33. Robert D. Klassen & Curtis P. McLaughlin, 1996. "The Impact of Environmental Management on Firm Performance," Management Science, INFORMS, vol. 42(8), pages 1199-1214, August.
    34. Xiaosong Wang & Zhexi Liu & Yue Lv & Chunming Zhao, 2019. "Trade Barriers and Participation in the Global Value Chain: An Empirical Study Based on Anti‐dumping toward China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 27(2), pages 86-106, March.
    35. Johnson, Robert C. & Noguera, Guillermo, 2012. "Accounting for intermediates: Production sharing and trade in value added," Journal of International Economics, Elsevier, vol. 86(2), pages 224-236.
    36. Haoliang Zhu, 2019. "A quantitative analysis of global value chains: why has domestic value-added of China’s exports increased?," International Journal of Economic Policy Studies, Springer, vol. 13(2), pages 403-423, August.
    37. Jinling Yan & Junfeng Zhao & Xiaodong Yang & Xufeng Su & Hailing Wang & Qiying Ran & Jianliang Shen, 2021. "Does Low-Carbon City Pilot Policy Alleviate Urban Haze Pollution? Empirical Evidence from a Quasi-Natural Experiment in China," IJERPH, MDPI, vol. 18(21), pages 1-20, October.
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