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Green Innovation, Export Synergy, and Total Factor Productivity: Evidence from China’s Marine Enterprises

Author

Listed:
  • Peng Tian

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 316022, China)

  • Haofeng Sun

    (Department of International Economics and Trade, Kyungpook National University, Daegu 41566, Republic of Korea)

  • Yang Yang

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 316022, China)

  • Xurui Guo

    (School of Economics and Management, Zhejiang Ocean University, Zhoushan 316022, China)

Abstract

In the context of China’s “dual carbon” goals and rising green trade barriers, green transformation is key to improving total factor productivity (TFP) and competitiveness in marine industries. This study uses panel data of Chinese listed marine enterprises (2014–2023) and a multidimensional fixed-effects model to examine how green innovation, export, and R&D investment jointly affect TFP. Results show that (1) green innovation has an inverted “S”-shaped nonlinear effect on TFP, with marginal returns rising, then accelerating, and finally declining; (2) positive synergies exist between green innovation and both exports and R&D, while the export–R&D interaction negatively affects TFP, indicating coordination challenges.; and (3) ownership heterogeneity matters, as state-owned enterprises benefit from stronger institutional support, mitigating negative effects, while private firms are more vulnerable due to weaker green technology mechanisms. This study emphasizes green innovation as a driver for sustainable productivity growth in marine enterprises and suggests policies that improve institutional frameworks, incentives, and resource allocation to support high-quality green innovation.

Suggested Citation

  • Peng Tian & Haofeng Sun & Yang Yang & Xurui Guo, 2025. "Green Innovation, Export Synergy, and Total Factor Productivity: Evidence from China’s Marine Enterprises," Sustainability, MDPI, vol. 17(13), pages 1-26, July.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:13:p:6140-:d:1694653
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    References listed on IDEAS

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    1. Gene M. Grossman & Elhanan Helpman, 1994. "Endogenous Innovation in the Theory of Growth," Journal of Economic Perspectives, American Economic Association, vol. 8(1), pages 23-44, Winter.
    2. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    3. Aghion, Philippe & Howitt, Peter, 1992. "A Model of Growth through Creative Destruction," Econometrica, Econometric Society, vol. 60(2), pages 323-351, March.
    4. Tomiura, Eiichi, 2007. "Foreign outsourcing, exporting, and FDI: A productivity comparison at the firm level," Journal of International Economics, Elsevier, vol. 72(1), pages 113-127, May.
    5. 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.
    6. Zheng, Mingbo & Feng, Gen-Fu & Jang, Chyi-Lu & Chang, Chun-Ping, 2021. "Terrorism and green innovation in renewable energy," Energy Economics, Elsevier, vol. 104(C).
    7. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    8. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    9. Yan Ma & Pei Liu & Haonan Chen, 2024. "Corporate ESG Performance, Green Innovation, and Green New Quality Productivity: Evidence from China," Sustainability, MDPI, vol. 16(22), pages 1-21, November.
    10. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    11. Nicholas Tsounis & Ian Steedman, 2021. "A New Method for Measuring Total Factor Productivity Growth Based on the Full Industry Equilibrium Approach: The Case of the Greek Economy," Economies, MDPI, vol. 9(3), pages 1-21, August.
    12. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    13. Xinping Li & Qiongxia Qin & Yongliang Yang, 2023. "The Impact of Green Innovation on Carbon Emissions: Evidence from the Construction Sector in China," Energies, MDPI, vol. 16(11), pages 1-23, June.
    14. Elhanan Helpman & Marc J. Melitz & Stephen R. Yeaple, 2004. "Export Versus FDI with Heterogeneous Firms," American Economic Review, American Economic Association, vol. 94(1), pages 300-316, March.
    15. Kydland, Finn E & Prescott, Edward C, 1982. "Time to Build and Aggregate Fluctuations," Econometrica, Econometric Society, vol. 50(6), pages 1345-1370, November.
    16. 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.
    17. Jens Matthias Arnold & Katrin Hussinger, 2005. "Export Behavior and Firm Productivity in German Manufacturing: A Firm-Level Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 219-243, July.
    18. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2022. "How does fiscal policy uncertainty affect corporate innovation investment? Evidence from China's new energy industry," Energy Economics, Elsevier, vol. 105(C).
    19. Rennings, Klaus, 2000. "Redefining innovation -- eco-innovation research and the contribution from ecological economics," Ecological Economics, Elsevier, vol. 32(2), pages 319-332, February.
    20. Gerassimos Bertsatos & Nicholas Tsounis, 2024. "Differences in Total Factor Productivity and the Pattern of International Trade," Economies, MDPI, vol. 12(4), pages 1-19, April.
    21. Harrison, Ann E., 1994. "Productivity, imperfect competition and trade reform : Theory and evidence," Journal of International Economics, Elsevier, vol. 36(1-2), pages 53-73, February.
    22. Breuer, Wolfgang & Müller, Torbjörn & Rosenbach, David & Salzmann, Astrid, 2018. "Corporate social responsibility, investor protection, and cost of equity: A cross-country comparison," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 34-55.
    23. Magat, Wesley A., 1978. "Pollution control and technological advance: A dynamic model of the firm," Journal of Environmental Economics and Management, Elsevier, vol. 5(1), pages 1-25, March.
    24. Chen, Xu & Wang, Xiaojun & Zhou, Mingmei, 2019. "Firms’ green R&D cooperation behaviour in a supply chain: Technological spillover, power and coordination," International Journal of Production Economics, Elsevier, vol. 218(C), pages 118-134.
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