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Green technology application, open finance, and the path to carbon neutrality: an empirical analysis based on China and Germany

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  • Lin, Tianshui
  • Li, Xiangtian

Abstract

This study conducts an empirical analysis using monthly panel data from China and Germany between January 2001 and December 2023 to explore the relationships among green technology application (GTA), open finance, and carbon neutrality (CN). The empirical results confirm that GTA has a significant positive effect on achieving CN. Further interaction analysis indicates that the interplay between GTA and open finance significantly promotes CN. In addition, this study examines the mediating role of R&D investment in the relationship between GTA and CN. Through heterogeneity analysis, the study finds that the impact of GTA on CN varies significantly across countries at different stages of economic development. Further analysis reveals that green technology policy measures in China and Germany play a crucial role in advancing the CN process.

Suggested Citation

  • Lin, Tianshui & Li, Xiangtian, 2026. "Green technology application, open finance, and the path to carbon neutrality: an empirical analysis based on China and Germany," Finance Research Letters, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:finlet:v:92:y:2026:i:c:s1544612326000334
    DOI: 10.1016/j.frl.2026.109502
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    References listed on IDEAS

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    1. Qin, Meng & Zhang, Xiaojing & Li, Yameng & Badarcea, Roxana Maria, 2023. "Blockchain market and green finance: The enablers of carbon neutrality in China," Energy Economics, Elsevier, vol. 118(C).
    2. Yingyue Sun & Yu Wei & Yizhi Wang, 2024. "Do green economy stocks matter for the carbon and energy markets? Evidence of connectedness effects and hedging strategies," China Finance Review International, Emerald Group Publishing Limited, vol. 14(4), pages 666-693, August.
    3. Li, Tianyu & Yue, Xiao-Guang & Qin, Meng & Norena-Chavez, Diego, 2024. "Towards Paris Climate Agreement goals: The essential role of green finance and green technology," Energy Economics, Elsevier, vol. 129(C).
    4. Jiang, Yuan & Wang, Xiaomei & Wang, Wenting, 2025. "Financial technology and regional carbon emission reduction: Mediating effect of green technology innovation," Finance Research Letters, Elsevier, vol. 77(C).
    5. Lee, Chien-Chiang & Wang, Chang-song & He, Zhiwen & Xing, Wen-wu & Wang, Keying, 2023. "How does green finance affect energy efficiency? The role of green technology innovation and energy structure," Renewable Energy, Elsevier, vol. 219(P1).
    6. Jawad Abbas & Hina Najam, 2025. "Role of environmental decentralization, green human capital, and digital finance in firm green technological innovation for a sustainable society," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(8), pages 19763-19777, August.
    7. Zhang, Yingying & Wang, Xinpeng & Feng, Nianqiao, 2024. "The path of green finance to promote the realization of low-carbon economic transformation under the carbon peaking and carbon neutrality goals: Theoretical model and empirical analysis," International Review of Financial Analysis, Elsevier, vol. 94(C).
    8. Xiong, Yuyu & Dai, Li, 2023. "Does green finance investment impact on sustainable development: Role of technological innovation and renewable energy," Renewable Energy, Elsevier, vol. 214(C), pages 342-349.
    9. Hu, Feifei & Chang, Huibin & Wang, Dongxue & Chen, Xiaowei, 2025. "Fostering green technological innovation through carbon emission trading policies," Finance Research Letters, Elsevier, vol. 74(C).
    Full references (including those not matched with items on IDEAS)

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