IDEAS home Printed from https://ideas.repec.org/a/rjr/romjef/vy2023i2p5-20.html
   My bibliography  Save this article

Global Value Chain Participation and Sustainable Growth: Evidence from China

Author

Listed:
  • Huan YAN

    (Institute of Industrial Economics, Chinese Academy of Social Science)

  • Xiaojing LI

    (Shanghai Development Research Institute, Shanghai Party Institute of CPC.)

  • Shuang MENG

    (School of International Trade and Economics, Central University of Finance and Economics.)

Abstract

Utilizing panel data of China’s industrial sectors from 2000 to 2014, this study explores the causal relationship between GVC participation and sustainable growth measured by green total factor productivity (GTFP). The results show that both forward and backward participation have a positive impact on GTFP, and the former is more significant. Specifically, both simple and complex activities of forward GVC participation show a positive effect on GTFP, while only complex activities of backward participation show a positive effect. Mediation analyses suggest that GVC participation affects sustainable growth through two channels: environmental regulation and technology spillover. Moreover, GTFP responses to GVC participation vary by technology orientation, pollution intensity, and FDI intensity.

Suggested Citation

  • 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.
    • Handle: RePEc:rjr:romjef:v::y:2023:i:2:p:5-20
    as

    Download full text from publisher

    File URL: https://www.ipe.ro/rjef/rjef2_2023/rjef2_2023p5-20.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Alexandra-Anca PURCEL, 2020. "Developing States and the Green Challenge. A Dynamic Approach," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 173-193, July.
    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. 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.
    4. Zhang, Danyang & Wang, Hui & Löschel, Andreas & Zhou, Peng, 2021. "The changing role of global value chains in CO2 emission intensity in 2000–2014," Energy Economics, Elsevier, vol. 93(C).
    5. Yanfang LYU & Mengfan LI & Dong WANG, 2023. "Research on the Non-linear Impact of China's Provincial Import and Export Trade on Carbon Emissions based on PSTR Model," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 46-63, March.
    6. Guillaume Daudin & Christine Rifflart & Danielle Schweisguth, 2011. "Who produces for whom in the world economy?," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 44(4), pages 1403-1437, November.
    7. Gideon Ndubuisi & Solomon Owusu, 2021. "How important is GVC participation to export upgrading?," The World Economy, Wiley Blackwell, vol. 44(10), pages 2887-2908, October.
    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. Caiming Wang & Jian Li, 2020. "The Evaluation and Promotion Path of Green Innovation Performance in Chinese Pollution-Intensive Industry," Sustainability, MDPI, vol. 12(10), pages 1-22, May.
    10. 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.
    11. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    12. Zhu, Bangzhu & Zhang, Mengfan & Huang, Liqing & Wang, Ping & Su, Bin & Wei, Yi-Ming, 2020. "Exploring the effect of carbon trading mechanism on China's green development efficiency: A novel integrated approach," Energy Economics, Elsevier, vol. 85(C).
    13. Wang, Jing & Wan, Guanghua & Wang, Chen, 2019. "Participation in GVCs and CO2 emissions," Energy Economics, Elsevier, vol. 84(C).
    14. 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.
    15. Reppelin-Hill, Valerie, 1999. "Trade and Environment: An Empirical Analysis of the Technology Effect in the Steel Industry," Journal of Environmental Economics and Management, Elsevier, vol. 38(3), pages 283-301, November.
    16. Hille, Erik & Shahbaz, Muhammad & Moosa, Imad, 2019. "The impact of FDI on regional air pollution in the Republic of Korea: A way ahead to achieve the green growth strategy?," Energy Economics, Elsevier, vol. 81(C), pages 308-326.
    17. 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.
    18. Cole, Matthew A., 2004. "Trade, the pollution haven hypothesis and the environmental Kuznets curve: examining the linkages," Ecological Economics, Elsevier, vol. 48(1), pages 71-81, January.
    19. 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.
    20. Alexandra-Anca Purcel, 2020. "Developing states and the green challenge. A dynamic approach," Post-Print hal-03182341, HAL.
    21. Tone, Kaoru, 2001. "A slacks-based measure of efficiency in data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 130(3), pages 498-509, May.
    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. Can Li & Qi He & Han Ji & Shengguo Yu & Jiao Wang, 2023. "Reexamining the Impact of Global Value Chain Participation on Regional Economic Growth: New Evidence Based on a Nonlinear Model and Spatial Spillover Effects with Panel Data from Chinese Cities," Sustainability, MDPI, vol. 15(18), pages 1-31, September.

    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. 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.
    2. Shi, Qiaoling & Zhao, Yuhuan & Qian, Zhiling & Zheng, Lu & Wang, Song, 2022. "Global value chains participation and carbon emissions: Evidence from Belt and Road countries," Applied Energy, Elsevier, vol. 310(C).
    3. Gao, Yuning & Yu, Anqi & Jiang, Jiatong & Pei, Jiansuo, 2024. "Will global value chain participation reduce environmental emissions? Evidence from Chinese firm-level data," Structural Change and Economic Dynamics, Elsevier, vol. 69(C), pages 512-526.
    4. Michael Sposi & Kei-Mu Yi & Jing Zhang, 2021. "Trade Integration, Global Value Chains, and Capital Accumulation," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 69(3), pages 505-539, September.
    5. 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.
    6. Ma, Dan & Tang, Jiaqi & Jiang, Xuemei, 2023. "Effects of digital global value chain participation on CO2 emissions embodied in digital exports: New evidence from PSTR approach," Energy Economics, Elsevier, vol. 126(C).
    7. Shi Wang & Hua Wang, 2022. "Can Global Value Chain Participation Drive Green Upgrade in China’s Manufacturing Industry?," IJERPH, MDPI, vol. 19(19), pages 1-20, September.
    8. Zhong, Zhangqi & Guo, Zhifang & Zhang, Jianwu, 2021. "Does the participation in global value chains promote interregional carbon emissions transferring via trade? Evidence from 39 major economies," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    9. Jingjing Huang & Yuan Zhong & Yabin Zhang, 2023. "Does Environmental Regulation of Cleaner Production Affect the Position of Enterprises in Global Value Chains? A Quasi-Natural Experiment Based on the Implementation of Cleaner Production," Sustainability, MDPI, vol. 15(13), pages 1-29, July.
    10. 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.
    11. 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.
    12. Marilia Marcato & Carolina Baltar & Fernando Sarti, 2019. "International competitiveness in a vertically fragmented production structure: empirical challenges and evidence," Economics Bulletin, AccessEcon, vol. 39(2), pages 876-893.
    13. Chao Wang & Wenyu Zhang & Bing Li, 2023. "Analysis of Country Economic Growth Based on Industries Chain Position," Sustainability, MDPI, vol. 15(21), pages 1-15, November.
    14. Bems, Rudolfs & Kikkawa, Ayumu Ken, 2021. "Measuring trade in value added with firm-level data," Journal of International Economics, Elsevier, vol. 129(C).
    15. Ilaria Fusacchia, 2020. "Evaluating the Impact of the US–China Trade War on Euro Area Economies: A Tale of Global Value Chains," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 6(3), pages 441-468, November.
    16. 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.
    17. Tang, Heiwai & Zeng, Douglas Zhihua & Zeufack, Albert G., 2020. "Assessing Asia - Sub-Saharan Africa global value chain linkages," Kiel Working Papers 2159, Kiel Institute for the World Economy (IfW Kiel).
    18. Wen Chen & Lizhi Xing, 2022. "Measuring the Intermediate Goods’ External Dependency on the Global Value Chain: A Case Study of China," Sustainability, MDPI, vol. 14(7), pages 1-21, April.
    19. Gordeev, Dmitriy (Гордеев, Дмитрий) & Idrisova, Vittoria (Идрисова, Виттория) & Kaukin, Andrei (Каукин, Андрей) & Ponomarev, Yuriy (Пономарев, Юрий) & Filicheva, Evgeniya (Филичева, Евгения), 2016. "Analysis of Global Supply Chains in International Trade Patterns [Анализ Глобальных Цепочек В Моделях Международной Торговли]," Working Papers 765, Russian Presidential Academy of National Economy and Public Administration.
    20. 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.

    More about this item

    Keywords

    sustainable growth; green total factor productivity; global value chain; mechanism analysis.;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • F64 - International Economics - - Economic Impacts of Globalization - - - Environment
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

    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:rjr:romjef:v::y:2023:i:2:p:5-20. 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: Corina Saman (email available below). General contact details of provider: https://edirc.repec.org/data/ipacaro.html .

    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.