IDEAS home Printed from https://ideas.repec.org/a/bla/jecsur/v36y2022i3p708-727.html
   My bibliography  Save this article

Global value chain engagement and air pollution: Evidence from Chinese firms

Author

Listed:
  • Yue Hua
  • Yue Lu
  • Ruili Zhao

Abstract

This paper studies the environmental consequences of firm's participation in the global value chain, based on a unique firm‐level data set from 2000 to 2007 by combining several large and representative databases in China. We propose a novel global value chain (GVC) engagement index that properly characterizes Chinese firm's importing patterns. By estimating fixed‐effects models with a rich set of firm‐level and industry‐level controls, our results robustly show that firm's engagement in GVC leads to decreased SO2 emission. The identified effects are stronger for firms with domestic ownership, firms of higher pollution intensity, and firms exposed to more stringent place‐based environmental regulation. We further demonstrate that the pollution reduction effects induced by firm's GVC engagement is attributable to lower SO2 intensity, which is likely to be achieved via the attenuated use of fossil fuels and the increased adoption of abatement devices.

Suggested Citation

  • 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.
  • Handle: RePEc:bla:jecsur:v:36:y:2022:i:3:p:708-727
    DOI: 10.1111/joes.12447
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/joes.12447
    Download Restriction: no

    File URL: https://libkey.io/10.1111/joes.12447?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Chen, Yuyu & Jin, Ginger Zhe & Kumar, Naresh & Shi, Guang, 2013. "The promise of Beijing: Evaluating the impact of the 2008 Olympic Games on air quality," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 424-443.
    2. Brock, William A. & Taylor, M. Scott, 2005. "Economic Growth and the Environment: A Review of Theory and Empirics," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 28, pages 1749-1821, Elsevier.
    3. López, Ramón & Galinato, Gregmar I. & Islam, Asif, 2011. "Fiscal spending and the environment: Theory and empirics," Journal of Environmental Economics and Management, Elsevier, vol. 62(2), pages 180-198, September.
    4. Fan, Haichao & Lin, Faqin & Tang, Lixin, 2018. "Minimum Wage and Outward FDI from China," Journal of Development Economics, Elsevier, vol. 135(C), pages 1-19.
    5. Jalil, Abdul & Feridun, Mete, 2011. "The impact of growth, energy and financial development on the environment in China: A cointegration analysis," Energy Economics, Elsevier, vol. 33(2), pages 284-291, March.
    6. 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.
    7. Stern, David I., 2004. "The Rise and Fall of the Environmental Kuznets Curve," World Development, Elsevier, vol. 32(8), pages 1419-1439, August.
    8. Lee, Eunhee & Yi, Kei-Mu, 2018. "Global value chains and inequality with endogenous labor supply," Journal of International Economics, Elsevier, vol. 115(C), pages 223-241.
    9. Daria Taglioni & Deborah Winkler, 2016. "Making Global Value Chains Work for Development," World Bank Publications - Books, The World Bank Group, number 24426, December.
    10. Eaton, Jonathan & Kortum, Samuel, 2001. "Technology, trade, and growth: A unified framework," European Economic Review, Elsevier, vol. 45(4-6), pages 742-755, May.
    11. Judith M. Dean & K. C. Fung & Zhi Wang, 2011. "Measuring Vertical Specialization: The Case of China," Review of International Economics, Wiley Blackwell, vol. 19(4), pages 609-625, September.
    12. Yue Lu & Yunlong Lu & Rui Xie & Xiao Yu, 2019. "Does global value chain engagement improve firms' wages: Evidence from China," The World Economy, Wiley Blackwell, vol. 42(10), pages 3065-3085, October.
    13. Haichao Fan & Yao Amber Li & Stephen R. Yeaple, 2015. "Trade Liberalization, Quality, and Export Prices," The Review of Economics and Statistics, MIT Press, vol. 97(5), pages 1033-1051, December.
    14. Manova, Kalina & Yu, Zhihong, 2016. "How firms export: Processing vs. ordinary trade with financial frictions," Journal of International Economics, Elsevier, vol. 100(C), pages 120-137.
    15. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    16. Gene M. Grossman & Alan B. Krueger, 1995. "Economic Growth and the Environment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(2), pages 353-377.
    17. 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.
    18. He, Jie, 2006. "Pollution haven hypothesis and environmental impacts of foreign direct investment: The case of industrial emission of sulfur dioxide (SO2) in Chinese provinces," Ecological Economics, Elsevier, vol. 60(1), pages 228-245, November.
    19. 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.
    20. Pietrobelli, Carlo & Rabellotti, Roberta, 2011. "Global Value Chains Meet Innovation Systems: Are There Learning Opportunities for Developing Countries?," World Development, Elsevier, vol. 39(7), pages 1261-1269, July.
    21. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    22. Luís M B Cabral & José Mata, 2003. "On the Evolution of the Firm Size Distribution: Facts and Theory," American Economic Review, American Economic Association, vol. 93(4), pages 1075-1090, September.
    23. Brian R. Copeland & M. Scott Taylor, 2004. "Trade, Growth, and the Environment," Journal of Economic Literature, American Economic Association, vol. 42(1), pages 7-71, March.
    24. Jingbo Cui & Hang Qian, 2017. "The effects of exports on facility environmental performance: Evidence from a matching approach," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 26(7), pages 759-776, October.
    25. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Characterizing Global Value Chains: Production Length and Upstreamness," NBER Working Papers 23261, National Bureau of Economic Research, Inc.
    26. Lin, Faqin, 2017. "Trade openness and air pollution: City-level empirical evidence from China," China Economic Review, Elsevier, vol. 45(C), pages 78-88.
    27. 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.
    28. Zhi Wang & Shang-Jin Wei & Xinding Yu & Kunfu Zhu, 2017. "Measures of Participation in Global Value Chains and Global Business Cycles," NBER Working Papers 23222, National Bureau of Economic Research, Inc.
    29. Fu, Shihe & Gu, Yizhen, 2017. "Highway toll and air pollution: Evidence from Chinese cities," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 32-49.
    30. 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.
    31. Copeland, Brian R & Taylor, M Scott, 1995. "Trade and Transboundary Pollution," American Economic Review, American Economic Association, vol. 85(4), pages 716-737, September.
    32. He, Guojun & Fan, Maoyong & Zhou, Maigeng, 2016. "The effect of air pollution on mortality in China: Evidence from the 2008 Beijing Olympic Games," Journal of Environmental Economics and Management, Elsevier, vol. 79(C), pages 18-39.
    33. Fan, Haichao & Graff Zivin, Joshua & Kou, Zonglai & Liu, Xueyue & Wang, Huanhuan, 2019. "Going Green in China: Firms’ Responses to Stricter Environmental Regulations," University of California at San Diego, Economics Working Paper Series qt7tt8g4s3, Department of Economics, UC San Diego.
    34. Bombardini, Matilde & Li, Bingjing, 2020. "Trade, pollution and mortality in China," Journal of International Economics, Elsevier, vol. 125(C).
    35. Viard, V. Brian & Fu, Shihe, 2015. "The effect of Beijing's driving restrictions on pollution and economic activity," Journal of Public Economics, Elsevier, vol. 125(C), pages 98-115.
    36. Pargal, Sheoli & Wheeler, David, 1996. "Informal Regulation of Industrial Pollution in Developing Countries: Evidence from Indonesia," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1314-1327, December.
    37. Hua, Yue & Xie, Rui & Su, Yaqin, 2018. "Fiscal spending and air pollution in Chinese cities: Identifying composition and technique effects," China Economic Review, Elsevier, vol. 47(C), pages 156-169.
    38. 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.
    39. Shi, Xinzheng & Xu, Zhufeng, 2018. "Environmental regulation and firm exports: Evidence from the eleventh Five-Year Plan in China," Journal of Environmental Economics and Management, Elsevier, vol. 89(C), pages 187-200.
    40. Forslid, Rikard & Okubo, Toshihiro & Ulltveit-Moe, Karen Helene, 2018. "Why are firms that export cleaner? International trade, abatement and environmental emissions," Journal of Environmental Economics and Management, Elsevier, vol. 91(C), pages 166-183.
    41. Shuai Chen & Faqin Lin & Xi Yao & Peng Zhang, 2020. "WTO accession, trade expansion, and air pollution: Evidence from China’s county‐level panel data," Review of International Economics, Wiley Blackwell, vol. 28(4), pages 1020-1045, September.
    42. Hummels, David & Ishii, Jun & Yi, Kei-Mu, 2001. "The nature and growth of vertical specialization in world trade," Journal of International Economics, Elsevier, vol. 54(1), pages 75-96, June.
    43. 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.
    44. World Bank, 2020. "World Development Report 2020," World Bank Publications - Books, The World Bank Group, number 32437, December.
    45. 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.
    46. Huang, Jianhuan & Chen, Xudong & Huang, Bihong & Yang, Xiaoguang, 2017. "Economic and environmental impacts of foreign direct investment in China: A spatial spillover analysis," China Economic Review, Elsevier, vol. 45(C), pages 289-309.
    47. Jean-Marie Grether & Nicole Mathys & Jaime de Melo, 2009. "Scale, Technique and Composition Effects in Manufacturing SO 2 Emissions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 43(2), pages 257-274, June.
    48. repec:fth:bosecd:110 is not listed on IDEAS
    49. Pan He & Bing Zhang, 2018. "Environmental Tax, Polluting Plants’ Strategies and Effectiveness: Evidence from China," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 37(3), pages 493-520, June.
    50. 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.
    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. Huan YAN & Xiaojing LI & Shuang MENG, 2023. "Global Value Chain Participation and Sustainable Growth: Evidence from China," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 5-20, June.
    2. Agostino, Mariarosaria & Giunta, Anna & Ruberto, Sabrina & Scalera, Domenico, 2023. "Global value chains and energy-related sustainable practices. Evidence from Enterprise Survey data," Energy Economics, Elsevier, vol. 127(PA).
    3. Jiang, Xuemei & Zhang, Xinyang & Xia, Yan, 2023. "Peer effect on low-carbon practices of firms along the value chain: Evidence from China," Energy Economics, Elsevier, vol. 127(PA).
    4. Hien Vo Van & Tu Thanh Hoai & Nha Nguyen Minh & Nguyen Phong Nguyen, 2023. "Green Transformational Leadership and Green Mindfulness as Contributors to Green Innovation and Environmental Performance: Evidence From Manufacturing Firms in Vietnam," SAGE Open, , vol. 13(3), pages 21582440231, August.

    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. Kwon, Ohyun & Zhao, Hao & Zhao, Min Qiang, 2023. "Global firms and emissions: Investigating the dual channels of emissions abatement," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    3. 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.
    4. Jevan M. Cherniwchan & M. Scott Taylor, 2022. "International Trade and the Environment: Three Remaining Empirical Challenges," NBER Working Papers 30020, National Bureau of Economic Research, Inc.
    5. Xi Lin & Ling-Yun He, 2023. "The More the Merrier? Evidence from Firm-Level Exports and Environmental Performance in China," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 84(1), pages 125-172, January.
    6. 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).
    7. Bombardini, Matilde & Li, Bingjing, 2020. "Trade, pollution and mortality in China," Journal of International Economics, Elsevier, vol. 125(C).
    8. 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.
    9. Qi, Yu & Shao, Shuai & Tian, Zhihua & Xu, Yang & Yin, Jun, 2022. "Environmental consequences of fair competition: Evidence from China's corporate income tax merger policy," Ecological Economics, Elsevier, vol. 195(C).
    10. Barrows, Geoffrey & Ollivier, Hélène, 2021. "Foreign demand, developing country exports, and CO2 emissions: Firm-level evidence from India," Journal of Development Economics, Elsevier, vol. 149(C).
    11. 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.
    12. Huang, Geng & Lin, Xi & He, Ling-Yun, 2023. "Good for the environment? Foreign investment opening in service sector and firm's energy efficiency," Energy Economics, Elsevier, vol. 127(PA).
    13. Hongshan Ai & Xiaoqing Tan & Zhen Xia, 2022. "RETRACTED: The Effects of Environmental Regulations on Medical Expenses: Evidence from China," IJERPH, MDPI, vol. 19(13), pages 1, June.
    14. Shahbaz, Muhammad & Mutascu, Mihai & Azim, Parvez, 2013. "Environmental Kuznets curve in Romania and the role of energy consumption," Renewable and Sustainable Energy Reviews, Elsevier, vol. 18(C), pages 165-173.
    15. Xi Lin & Ling‐Yun He, 2023. "‘Going global’ and pollution in home country: Evidence from Chinese industrial firms," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 31(4), pages 1135-1174, October.
    16. Lin Chen & Sumei Luo & Tian Zhao, 2019. "Financial Constraints, Trade Mode Transition, and Global Value Chain Upgrading of Chinese Firms," Sustainability, MDPI, vol. 11(17), pages 1-18, August.
    17. 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.
    18. Bai, Caiquan & Liu, Hangjuan & Zhang, Rongjie & Feng, Chen, 2023. "Blessing or curse? Market-driven environmental regulation and enterprises' total factor productivity: Evidence from China's carbon market pilots," Energy Economics, Elsevier, vol. 117(C).
    19. José de Sousa & Laura Hering & Sandra Poncet, 2015. "Has trade openness reduced pollution in China?," Working Papers 2015-11, CEPII research center.
    20. Stefan Pahl & Marcel P. Timmer, 2020. "Do Global Value Chains Enhance Economic Upgrading? A Long View," Journal of Development Studies, Taylor & Francis Journals, vol. 56(9), pages 1683-1705, July.

    More about this item

    Statistics

    Access and download statistics

    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:bla:jecsur:v:36:y:2022:i:3:p:708-727. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www.blackwellpublishing.com/journal.asp?ref=0950-0804 .

    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.