IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i19p12687-d934355.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/19/12687/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/19/12687/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    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. 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.
    3. 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.
    4. 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.
    5. 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..
    6. 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.
    7. 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.
    8. 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.
    9. Taylor M. Scott, 2005. "Unbundling the Pollution Haven Hypothesis," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 3(2), pages 1-28, June.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    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. 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.
    17. Ambec, Stefan & Barla, Philippe, 2002. "A theoretical foundation of the Porter hypothesis," Economics Letters, Elsevier, vol. 75(3), pages 355-360, May.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. 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.
    26. 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.
    27. Zhang, Dongyang, 2022. "Environmental regulation and firm product quality improvement: How does the greenwashing response?," International Review of Financial Analysis, Elsevier, vol. 80(C).
    28. 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.
    29. 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.
    30. Yu, Yantuan & Zhang, Ning, 2021. "Low-carbon city pilot and carbon emission efficiency: Quasi-experimental evidence from China," Energy Economics, Elsevier, vol. 96(C).
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. 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.
    36. 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.
    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.
    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. Qiyue Zhang & Zheng Wang & Godwin Okafor, 2022. "Understanding China’s Economic Engagement in Africa: An Exploration of the FDI-Trade Nexus," Sustainability, MDPI, vol. 14(23), pages 1-19, November.

    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. Yuping Deng & Yanrui Wu & Helian Xu, 2022. "Emission Reduction and Value-added Export Nexus at Firm Level," Economics Discussion / Working Papers 22-19, The University of Western Australia, Department of Economics.
    2. Sun, Chuanwang & Zhan, Yanhong & Gao, Xiang, 2023. "Does environmental regulation increase domestic value-added in exports? An empirical study of cleaner production standards in China," World Development, Elsevier, vol. 163(C).
    3. Yuping Deng & Yanrui Wu & Helian Xu, 2023. "Emission reduction and value‐added export nexus at firm level," The World Economy, Wiley Blackwell, vol. 46(6), pages 1670-1710, June.
    4. Du, Yan & Yan, Jie & Cao, Fangzhou & Li, Yifei & Zhou, Mao, 2023. "Higher education expansion and domestic value added in exports: Theory and evidence from China," Journal of Asian Economics, Elsevier, vol. 87(C).
    5. 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.
    6. Xinheng Liu & Ziyuan Pan & Dongli Fang, 2023. "Agglomeration, resource reallocation and domestic value‐added ratio in exports," Growth and Change, Wiley Blackwell, vol. 54(1), pages 182-213, March.
    7. Chor, Davin & Manova, Kalina & Yu, Zhihong, 2021. "Growing like China: Firm performance and global production line position," Journal of International Economics, Elsevier, vol. 130(C).
    8. Pol Antràs & Davin Chor, 2021. "Global Value Chains," NBER Working Papers 28549, National Bureau of Economic Research, Inc.
    9. Yue Lu & Lijing Deng & Ka Zeng, 2022. "Foreign direct investment, innovation, and domestic value‐added in exports: Firm‐level evidence from China," Review of International Economics, Wiley Blackwell, vol. 30(4), pages 1199-1228, September.
    10. Yan Du & Yi Lu, 2018. "The Great Opening up and the Roadmap for the Future: The Story of China's International Trade," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 26(2), pages 68-93, March.
    11. 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.
    12. Reshef, Ariell & Santoni, Gianluca, 2023. "Are your labor shares set in Beijing? The view through the lens of global value chains," European Economic Review, Elsevier, vol. 155(C).
    13. 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.
    14. Nenci, Silvia & Fusacchia, Ilaria & Giunta, Anna & Montalbano, Pierluigi & Pietrobelli, Carlo, 2022. "Mapping global value chain participation and positioning in agriculture and food: stylised facts, empirical evidence and critical issues," Bio-based and Applied Economics Journal, Italian Association of Agricultural and Applied Economics (AIEAA), vol. 11(2), July.
    15. Bie, Xiaodong & Ciani, Andrea, 2021. "Born similar, develop apart: Evidence on Chinese hybrid exporters," DICE Discussion Papers 364, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    16. Lamei Wu & Guifu Chen & Shuijun Peng, 2021. "Human Capital Expansion and Global Value Chain Upgrading: Firm‐level Evidence from China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 29(5), pages 28-56, September.
    17. Marcel P Timmer & Sébastien Miroudot & Gaaitzen J de Vries, 2019. "Functional specialisation in trade," Journal of Economic Geography, Oxford University Press, vol. 19(1), pages 1-30.
    18. 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.
    19. Bao, Xiaohua & Gao, Lei & Jin, Yu & Sun, Jin, 2023. "Industrial agglomeration and firm exports: Micro-evidence based on input-output linkages," Economic Modelling, Elsevier, vol. 119(C).
    20. Yue Hua & Yue Lu & Ruili Zhao, 2022. "Global value chain engagement and air pollution: Evidence from Chinese firms," Journal of Economic Surveys, Wiley Blackwell, vol. 36(3), pages 708-727, July.

    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:14:y:2022:i:19:p:12687-:d:934355. 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.