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Can the Development of Digital Inclusive Finance Curb Carbon Emissions?: A Spatial Panel Analysis for China Under the PVAR Approach

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  • Yanrong Sun

    (School of Business, Hangzhou City University, Hangzhou 310015, China)

  • Xinye Wang

    (School of Business, Hangzhou City University, Hangzhou 310015, China)

  • Lan Feng

    (School of Business, Hangzhou City University, Hangzhou 310015, China)

  • Jiming Li

    (School of Business, Hangzhou City University, Hangzhou 310015, China)

Abstract

Achieving the goals of carbon peak and carbon neutrality is crucial for the balance of global economic development with carbon emissions reduction and ecological environment protection, which are essential for the sustainability of human development. Digital inclusive finance (DIF), as an emerging force capable of promoting economic growth and technological innovation, plays a significant role in curbing carbon emissions. By using the panel data of 30 provinces in China from 2011 to 2021 and employing the panel vector autoregression (PVAR) model, this study empirically investigates the impact of DIF on total carbon emissions (TCE) and carbon emission intensity (CEI) from the perspective of technological innovation. The results show that DIF significantly reduces TCE and CEI and can further decrease TCE and CEI by promoting the level of technological innovation. The results of the impulse response function (IRF) reveal that technological innovation has a more significant and volatile impact on CEI compared to its effect on TCE. Moreover, heterogeneity analysis suggests that the impact of DIF on the reduction in carbon emissions is characterized by regional heterogeneity, with the impact of DIF on TCE in the central regions being the most pronounced, significantly influenced by the spillover effects from the eastern regions. Further research finds that the western regions exhibit a more significant impact of technological innovation levels on CEI compared to the eastern regions, with a discernible trend towards the convergence of inter-provincial disparities in CEI in the process of development.

Suggested Citation

  • Yanrong Sun & Xinye Wang & Lan Feng & Jiming Li, 2025. "Can the Development of Digital Inclusive Finance Curb Carbon Emissions?: A Spatial Panel Analysis for China Under the PVAR Approach," Sustainability, MDPI, vol. 17(6), pages 1-19, March.
    • Handle: RePEc:gam:jsusta:v:17:y:2025:i:6:p:2461-:d:1609969
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    References listed on IDEAS

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    1. Ma, Kelin, 2023. "Digital inclusive finance and corporate green technology innovation," Finance Research Letters, Elsevier, vol. 55(PB).
    2. Wang, Weiwei & Gao, Pengpeng & Wang, Jiahaoran, 2023. "Nexus among digital inclusive finance and carbon neutrality: Evidence from company-level panel data analysis," Resources Policy, Elsevier, vol. 80(C).
    3. Kim, Dong-Hyeon & Wu, Yi-Chen & Lin, Shu-Chin, 2020. "Carbon dioxide emissions and the finance curse," Energy Economics, Elsevier, vol. 88(C).
    4. Abbasi, Kashif Raza & Adedoyin, Festus Fatai & Abbas, Jaffar & Hussain, Khadim, 2021. "The impact of energy depletion and renewable energy on CO2 emissions in Thailand: Fresh evidence from the novel dynamic ARDL simulation," Renewable Energy, Elsevier, vol. 180(C), pages 1439-1450.
    5. Tan, Ruipeng & Zhang, Zixuan & Du, Kerui & Lin, Boqiang, 2025. "Energy rebound effect in China: Measurement based on a variable coefficient production function," Ecological Economics, Elsevier, vol. 230(C).
    6. Li, Jie & Wu, Yu & Xiao, Jing Jian, 2020. "The impact of digital finance on household consumption: Evidence from China," Economic Modelling, Elsevier, vol. 86(C), pages 317-326.
    7. Charfeddine, Lanouar & Kahia, Montassar, 2019. "Impact of renewable energy consumption and financial development on CO2 emissions and economic growth in the MENA region: A panel vector autoregressive (PVAR) analysis," Renewable Energy, Elsevier, vol. 139(C), pages 198-213.
    8. Haotian Zhang & Xiumei Sun & Mahmood Ahmad & Xueyang Wang, 2024. "Heterogeneous impacts of carbon emission trading on green innovation: Firm-level in China," Energy & Environment, , vol. 35(7), pages 3504-3529, November.
    9. Shahbaz, Muhammad & Li, Jiaman & Dong, Xiucheng & Dong, Kangyin, 2022. "How financial inclusion affects the collaborative reduction of pollutant and carbon emissions: The case of China," Energy Economics, Elsevier, vol. 107(C).
    10. Lee, Chien-Chiang & Wang, Fuhao, 2022. "How does digital inclusive finance affect carbon intensity?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 174-190.
    11. Awan, Ashar & Abbasi, Kashif Raza & Rej, Soumen & Bandyopadhyay, Arunava & Lv, Kangjuan, 2022. "The impact of renewable energy, internet use and foreign direct investment on carbon dioxide emissions: A method of moments quantile analysis," Renewable Energy, Elsevier, vol. 189(C), pages 454-466.
    12. Shahbaz, Muhammad & Kumar Tiwari, Aviral & Nasir, Muhammad, 2013. "The effects of financial development, economic growth, coal consumption and trade openness on CO2 emissions in South Africa," Energy Policy, Elsevier, vol. 61(C), pages 1452-1459.
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