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The Impact of Undertaking Industrial Relocation on Green Innovation Efficiency in the Yellow River Basin: A Two-Stage Analysis from an Innovation Value Chain Perspective

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  • Jinhuang Mao

    (School of Economics, Lanzhou University, Lanzhou 745000, China)

  • Yang Liu

    (School of Economics, Lanzhou University, Lanzhou 745000, China)

Abstract

As an important economic and ecological barrier in China, the Yellow River Basin faces dual challenges of an excessive environmental burden and insufficient innovation efficiency during the process of industrial relocation. This paper divides green innovation into two stages: technological R&D and commercialization, and employs a two-stage data envelopment analysis model to measure the green innovation efficiency of 64 cities in the Yellow River Basin’s urban agglomerations from 2004 to 2021. The results indicate that undertaking regional industrial relocation has a positive impact on green innovation efficiency, but while boosting the efficiency of commercialization, it negatively affects R&D efficiency, leading to an imbalance in green innovation development. Industrial relocation mainly exerts heterogeneous effects on each stage of green innovation efficiency by hindering industrial upgrading, generating dispersive effects, and creating technological spillover effects. Meanwhile, infrastructure development and intellectual property protection play a moderating role. This study provides valuable insights for promoting high-quality development and sustainable green innovation in the Yellow River Basin.

Suggested Citation

  • Jinhuang Mao & Yang Liu, 2025. "The Impact of Undertaking Industrial Relocation on Green Innovation Efficiency in the Yellow River Basin: A Two-Stage Analysis from an Innovation Value Chain Perspective," Sustainability, MDPI, vol. 17(4), pages 1-30, February.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:4:p:1581-:d:1591286
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    1. Kao, Chiang, 2009. "Efficiency decomposition in network data envelopment analysis: A relational model," European Journal of Operational Research, Elsevier, vol. 192(3), pages 949-962, February.
    2. Henderson, J V, 1974. "The Sizes and Types of Cities," American Economic Review, American Economic Association, vol. 64(4), pages 640-656, September.
    3. Brian J. Aitken & Ann E. Harrison, 2022. "Do Domestic Firms Benefit from Direct Foreign Investment? Evidence from Venezuela," World Scientific Book Chapters, in: Globalization, Firms, and Workers, chapter 6, pages 139-152, World Scientific Publishing Co. Pte. Ltd..
    4. Sunil Kanwar & Robert Evenson, 2003. "Does intellectual property protection spur technological change?," Oxford Economic Papers, Oxford University Press, vol. 55(2), pages 235-264, April.
    5. Krugman, Paul, 1980. "Scale Economies, Product Differentiation, and the Pattern of Trade," American Economic Review, American Economic Association, vol. 70(5), pages 950-959, December.
    6. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    7. Yu-Shan Chen & Shyh-Bao Lai & Chao-Tung Wen, 2006. "The Influence of Green Innovation Performance on Corporate Advantage in Taiwan," Journal of Business Ethics, Springer, vol. 67(4), pages 331-339, September.
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