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Domestic value chain embedding and renewable energy efficiency: sectoral evidence from China

Author

Listed:
  • Guo Chen

    (Hubei University
    Hubei University)

  • Naiqian Wu

    (Central China Normal University)

  • Baoxi Li

    (Shaoxing University)

Abstract

With the escalation of geopolitical tensions, many countries have shifted their focus from global value chains (GVCs) to domestic value chains (DVCs). Simultaneously, the accelerating pace of global low-carbon economic development has imposed higher requirements on renewable energy utilization. Given the dual context of China’s economic transformation and green development, this study employs three-dimensional data encompassing 30 provinces and 13 sub-manufacturing sectors from 2002 to 2017 to empirically examine the causal relationship between DVC embedding and renewable energy efficiency. The findings reveal that DVC embedding leads to a reduction in renewable energy efficiency. The mechanism analysis demonstrates that DVC embedding decreases renewable energy intensity and green total factor productivity, thereby inhibiting the improvement of renewable energy efficiency. The heterogeneity analysis indicates that the negative impact of DVC embedding on renewable energy efficiency is more pronounced in low-pollution industries, high-tech industries, and central-western provinces. This study provides a decision-making reference for developing countries to coordinate domestic value chain optimization with energy structure adjustment, offering practical significance for achieving energy-saving and emission-reduction targets.

Suggested Citation

  • Guo Chen & Naiqian Wu & Baoxi Li, 2025. "Domestic value chain embedding and renewable energy efficiency: sectoral evidence from China," Economic Change and Restructuring, Springer, vol. 58(4), pages 1-34, August.
  • Handle: RePEc:kap:ecopln:v:58:y:2025:i:4:d:10.1007_s10644-025-09892-1
    DOI: 10.1007/s10644-025-09892-1
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    as
    1. Bo Meng & Norihoko Yamano, 2017. "Compilation of a regionally extended inter-country input–output table and its application to global value chain analyses," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 6(1), pages 1-38, December.
    2. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    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. Lovely, Mary & Popp, David, 2011. "Trade, technology, and the environment: Does access to technology promote environmental regulation?," Journal of Environmental Economics and Management, Elsevier, vol. 61(1), pages 16-35, January.
    5. Lee, Chien-Chiang & Wen, Huwei, 2025. "Global value chain embedding and enterprise energy efficiency: A worldwide firm-level analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 207(C).
    6. Ray, Subhash C & Desli, Evangelia, 1997. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries: Comment," American Economic Review, American Economic Association, vol. 87(5), pages 1033-1039, December.
    7. Cosimo Beverelli & Victor Stolzenburg & Robert B. Koopman & Simon Neumueller, 2019. "Domestic value chains as stepping stones to global value chain integration," The World Economy, Wiley Blackwell, vol. 42(5), pages 1467-1494, May.
    8. Imbruno, Michele & Ketterer, Tobias D., 2018. "Energy efficiency gains from importing intermediate inputs: Firm-level evidence from Indonesia," Journal of Development Economics, Elsevier, vol. 135(C), pages 117-141.
    9. 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.
    10. 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.
    11. Cameron, A. Colin & Gelbach, Jonah B. & Miller, Douglas L., 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(2), pages 238-249.
    12. Khan, Khalid & Su, Chi Wei & Rehman, Ashfaq U. & Ullah, Rahman, 2022. "Is technological innovation a driver of renewable energy?," Technology in Society, Elsevier, vol. 70(C).
    13. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    14. Timothy Sturgeon & Johannes Van Biesebroeck & Gary Gereffi, 2008. "Value chains, networks and clusters: reframing the global automotive industry," Journal of Economic Geography, Oxford University Press, vol. 8(3), pages 297-321, May.
    15. Orsa Kekezi & Johan Klaesson, 2020. "Agglomeration and innovation of knowledge intensive business services," Industry and Innovation, Taylor & Francis Journals, vol. 27(5), pages 538-561, May.
    16. Kose, M. Ayhan & Yi, Kei-Mu, 2006. "Can the standard international business cycle model explain the relation between trade and comovement?," Journal of International Economics, Elsevier, vol. 68(2), pages 267-295, March.
    17. Ian R. Gordon & Philip McCann, 2005. "Innovation, agglomeration, and regional development," Journal of Economic Geography, Oxford University Press, vol. 5(5), pages 523-543, October.
    18. Weitzel, Matthias & Ma, Tao, 2014. "Emissions embodied in Chinese exports taking into account the special export structure of China," Energy Economics, Elsevier, vol. 45(C), pages 45-52.
    19. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    20. Ang, B.W. & Goh, Tian, 2018. "Bridging the gap between energy-to-GDP ratio and composite energy intensity index," Energy Policy, Elsevier, vol. 119(C), pages 105-112.
    21. Liu, Xuepeng & Mattoo, Aaditya & Wang, Zhi & Wei, Shang-Jin, 2020. "Services development and comparative advantage in manufacturing," Journal of Development Economics, Elsevier, vol. 144(C).
    22. Kahrl, Fredrich & Roland-Holst, David, 2008. "Energy and exports in China," China Economic Review, Elsevier, vol. 19(4), pages 649-658, December.
    23. Alam, Md. Samsul & Atif, Muhammad & Chien-Chi, Chu & Soytaş, Uğur, 2019. "Does corporate R&D investment affect firm environmental performance? Evidence from G-6 countries," Energy Economics, Elsevier, vol. 78(C), pages 401-411.
    24. Ng, Eric C.Y., 2010. "Production fragmentation and business-cycle comovement," Journal of International Economics, Elsevier, vol. 82(1), pages 1-14, September.
    25. Angrist, J D & Imbens, G W & Krueger, A B, 1999. "Jackknife Instrumental Variables Estimation," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 14(1), pages 57-67, Jan.-Feb..
    26. Wang, Chen & Xia, Mengli & Wang, Piao & Xu, Junjie, 2022. "Renewable energy output, energy efficiency and cleaner energy: Evidence from non-parametric approach for emerging seven economies," Renewable Energy, Elsevier, vol. 198(C), pages 91-99.
    27. Mohsin, Muhammad & Taghizadeh-Hesary, Farhad & Iqbal, Nadeem & Saydaliev, Hayot Berk, 2022. "The role of technological progress and renewable energy deployment in green economic growth," Renewable Energy, Elsevier, vol. 190(C), pages 777-787.
    28. Lin, Boqiang & Wang, Chonghao, 2023. "Does industrial relocation affect regional carbon intensity? Evidence from China's secondary industry," Energy Policy, Elsevier, vol. 173(C).
    29. Wen, Jun & Okolo, Chukwuemeka Valentine & Ugwuoke, Ifeanyi Celestine & Kolani, Kibir, 2022. "Research on influencing factors of renewable energy, energy efficiency, on technological innovation. Does trade, investment and human capital development matter?," Energy Policy, Elsevier, vol. 160(C).
    30. Hans van Kippersluis & Cornelius A. Rietveld, 2018. "Beyond plausibly exogenous," Econometrics Journal, Royal Economic Society, vol. 21(3), pages 316-331, October.
    31. Qin, Meng & Hu, Wei & Qi, Xinzhou & Chang, Tsangyao, 2024. "Do the benefits outweigh the disadvantages? Exploring the role of artificial intelligence in renewable energy," Energy Economics, Elsevier, vol. 131(C).
    32. Lemoine, Francoise & Unal-Kesenci, Deniz, 2004. "Assembly Trade and Technology Transfer: The Case of China," World Development, Elsevier, vol. 32(5), pages 829-850, May.
    33. Xu, Jin-Hua & Yi, Bo-Wen & Fan, Ying, 2020. "Economic viability and regulation effects of infrastructure investments for inter-regional electricity transmission and trade in China," Energy Economics, Elsevier, vol. 91(C).
    34. Eskeland, Gunnar S. & Harrison, Ann E., 2003. "Moving to greener pastures? Multinationals and the pollution haven hypothesis," Journal of Development Economics, Elsevier, vol. 70(1), pages 1-23, February.
    35. Yeung, Henry Wai-chung & Liu, Weidong & Dicken, Peter, 2006. "Transnational corporations and network effects of a local manufacturing cluster in mobile telecommunications equipment in China," World Development, Elsevier, vol. 34(3), pages 520-540, March.
    36. Silvia Sopranzetti, 2018. "The Italian Districts in the 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. 4(3), pages 497-522, November.
    37. 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.
    38. Cole, Matthew A. & Elliott, Robert J.R. & Strobl, Eric, 2008. "The environmental performance of firms: The role of foreign ownership, training, and experience," Ecological Economics, Elsevier, vol. 65(3), pages 538-546, April.
    39. Sadorsky, Perry, 2011. "Financial development and energy consumption in Central and Eastern European frontier economies," Energy Policy, Elsevier, vol. 39(2), pages 999-1006, February.
    40. Teng, Yuqiang & Lin, Boqiang, 2024. "The energy-saving effect of industrial chain synergistic division: Evidence from China's industrial chain," Energy Policy, Elsevier, vol. 185(C).
    41. Jin, Gang & Yu, Binbin & Shen, Kunrong, 2021. "Domestic trade and energy productivity in China: An inverted U-shaped relationship," Energy Economics, Elsevier, vol. 97(C).
    42. Enevoldsen, Martin K. & Ryelund, Anders V. & Andersen, Mikael Skou, 2007. "Decoupling of industrial energy consumption and CO2-emissions in energy-intensive industries in Scandinavia," Energy Economics, Elsevier, vol. 29(4), pages 665-692, July.
    43. Zhao, Xin & Mahendru, Mandeep & Ma, Xiaowei & Rao, Amar & Shang, Yuping, 2022. "Impacts of environmental regulations on green economic growth in China: New guidelines regarding renewable energy and energy efficiency," Renewable Energy, Elsevier, vol. 187(C), pages 728-742.
    44. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    45. Cheng, Yuanyuan & Yao, Xin, 2021. "Carbon intensity reduction assessment of renewable energy technology innovation in China: A panel data model with cross-section dependence and slope heterogeneity," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    46. Zhou, Xiaoyong & Zhou, Dequn & Wang, Qunwei & Su, Bin, 2020. "Who shapes China's carbon intensity and how? A demand-side decomposition analysis," Energy Economics, Elsevier, vol. 85(C).
    47. Gençer, Emre & Agrawal, Rakesh, 2016. "A commentary on the US policies for efficient large scale renewable energy storage systems: Focus on carbon storage cycles," Energy Policy, Elsevier, vol. 88(C), pages 477-484.
    48. 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.
    49. Sun, Chuanwang & Ma, Tiemeng & Xu, Meilian, 2018. "Exploring the prospects of cooperation in the manufacturing industries between India and China: A perspective of embodied energy in India-China trade," Energy Policy, Elsevier, vol. 113(C), pages 643-650.
    50. Ethier, Wilfred J, 1982. "National and International Returns to Scale in the Modern Theory of International Trade," American Economic Review, American Economic Association, vol. 72(3), pages 389-405, June.
    51. 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.
    52. 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.
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    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • Q21 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Demand and Supply; Prices
    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

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