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The impact of digital inclusive finance on household carbon emissions: Empirical evidence from China

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  • Feng, Yanchao
  • Yan, Tong
  • Hu, Shilei
  • Zhang, Zhenhua

Abstract

The rapid development of digital inclusive finance provides both opportunities and challenges for reducing household carbon emissions and achieving China's “carbon neutrality” goal as scheduled. Against this backdrop, this study utilized a sample data from 2957 households across various provinces in China to explore the influence of digital inclusive finance (DIF) on household carbon emissions (HCEs). The empirical results indicate that DIF has a significant positive impact on HCEs. Heterogeneity analysis further reveals the heterogeneity across different sub-samples, including carbon emission types, consumption types, regions, income levels, education levels, and marital status. In addition, mechanism analysis results reveal that consumption scale fully mediates the impact of DIF on HCEs, whereas consumption structure serves as a partial mediator. Our findings shed light on critical policy implications for encouraging the advancement and continuous upgrading of DIF, and raising residents' awareness of green consumption.

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  • Feng, Yanchao & Yan, Tong & Hu, Shilei & Zhang, Zhenhua, 2025. "The impact of digital inclusive finance on household carbon emissions: Empirical evidence from China," International Review of Financial Analysis, Elsevier, vol. 102(C).
    • Handle: RePEc:eee:finana:v:102:y:2025:i:c:s1057521925001759
    DOI: 10.1016/j.irfa.2025.104088
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    1. 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).
    2. Wang, Jie & Wang, Jun, 2024. "“Booster” or “Obstacle”: Can digital transformation improve energy efficiency? Firm-level evidence from China," Energy, Elsevier, vol. 296(C).
    3. Zepu Zhang & Jing Wang & Chen Sun, 2024. "Digital financial inclusion, rural consumption and economic growth in China," American Journal of Economics and Sociology, Wiley Blackwell, vol. 83(4), pages 809-829, September.
    4. Lin, Boqiang & Zhang, Aoxiang, 2024. "Digital finance, regional innovation environment and renewable energy technology innovation: Threshold effects," Renewable Energy, Elsevier, vol. 223(C).
    5. Lu, Fengzhi & Li, Zhongwu & Zhang, Shuai, 2023. "Does digital finance development affect carbon emission intensity: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 1272-1286.
    6. Yuting Shi & Qiuwang Cheng & Yizhen Wu & Qiaohua Lin & Anxin Xu & Qiujin Zheng, 2023. "Promoting or Inhibiting? Digital Inclusive Finance and Cultural Consumption of Rural Residents," Sustainability, MDPI, vol. 15(3), pages 1-21, February.
    7. Shanhui Wu & Mengyao Dong & Suhang Tan & Yan Dong, 2024. "Who is lending to small and micro family business in China: evidence from CHFS data," Small Business Economics, Springer, vol. 63(3), pages 1225-1247, October.
    8. Sun, Yang & Tang, Xinwei, 2022. "The impact of digital inclusive finance on sustainable economic growth in China," Finance Research Letters, Elsevier, vol. 50(C).
    9. Chen, Zhe & Li, Xiaojing & Zhang, Jizhou & Xia, Xianli, 2024. "Does digital finance alleviate household consumption inequality? Evidence from China," Finance Research Letters, Elsevier, vol. 60(C).
    10. Luo, Sumei & Sun, Yongkun & Zhou, Rui, 2022. "Can fintech innovation promote household consumption? Evidence from China family panel studies," International Review of Financial Analysis, Elsevier, vol. 82(C).
    11. Fan, Jianshuang & Zhou, Lin & Zhang, Yan & Shao, Shuai & Ma, Miao, 2021. "How does population aging affect household carbon emissions? Evidence from Chinese urban and rural areas," Energy Economics, Elsevier, vol. 100(C).
    12. Wang, Dong & Wang, Ziwei & Cai, Wanhuan & Wu, Qiuxiang, 2024. "Digital inclusive finance, higher education expansion and regional carbon emissions: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 89(PA), pages 1091-1101.
    13. Zhang, Junjie & Yu, Biying & Wei, Yi-Ming, 2018. "Heterogeneous impacts of households on carbon dioxide emissions in Chinese provinces," Applied Energy, Elsevier, vol. 229(C), pages 236-252.
    14. Xiaojun Wu & Huijia Chang, 2023. "Impact of digital inclusive finance on household tourism consumption: evidence from China," European Journal of Innovation Management, Emerald Group Publishing Limited, vol. 27(6), pages 2101-2121, February.
    15. Anis Omri & Fateh Belaïd, 2021. "Does renewable energy modulate the negative effect of environmental issues on the socio-economic welfare?," Post-Print hal-03271499, HAL.
    16. Zhang, Yimeng & Wang, Feng & Zhang, Bing, 2023. "The impacts of household structure transitions on household carbon emissions in China," Ecological Economics, Elsevier, vol. 206(C).
    17. Yang, Bo & Ma, Fang & Deng, Weihua & Pi, Yang, 2022. "Digital inclusive finance and rural household subsistence consumption in China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 627-642.
    18. Qiong Shen & Rui Wu & Yuxi Pan & Yanchao Feng, 2024. "Explaining and modeling the impacts of inclusive finance on CO2 emissions in China integrated the intermediary role of energy poverty," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-19, December.
    19. Bin, Shui & Dowlatabadi, Hadi, 2005. "Consumer lifestyle approach to US energy use and the related CO2 emissions," Energy Policy, Elsevier, vol. 33(2), pages 197-208, January.
    20. Lian, Xu & Mu, Yueying & Zhang, Wenyu, 2023. "Digital inclusive financial services and rural income: Evidence from China's major grain-producing regions," Finance Research Letters, Elsevier, vol. 53(C).
    21. Wu, Jinshun & Wu, Luyao, 2023. "Impacts of digital inclusive finance on household entrepreneurship," Finance Research Letters, Elsevier, vol. 56(C).
    22. Yu Zhou & Caijiang Zhang & Zhangwen Li, 2023. "The impact of digital financial inclusion on household carbon emissions: evidence from China," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 12(1), pages 1-21, December.
    23. 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.
    24. Tang, Baojun & Li, Ru & Yu, Biying & An, Runying & Wei, Yi-Ming, 2018. "How to peak carbon emissions in China's power sector: A regional perspective," Energy Policy, Elsevier, vol. 120(C), pages 365-381.
    25. Wu, Yanxia & Zhang, Jie, 2025. "Digital inclusive finance and rural households’ economic resilience," Finance Research Letters, Elsevier, vol. 74(C).
    26. Xu, Xinkuo & Han, Liyan & Lv, Xiaofeng, 2016. "Household carbon inequality in urban China, its sources and determinants," Ecological Economics, Elsevier, vol. 128(C), pages 77-86.
    27. Zhang, Shaobin & Shi, Baofeng & Ji, Hao, 2023. "How to decouple income growth from household carbon emissions: A perspective based on urban-rural differences in China," Energy Economics, Elsevier, vol. 125(C).
    28. Zhang, Cheng & Zhu, Yuyao & Zhang, Limin, 2024. "Effect of digital inclusive finance on common prosperity and the underlying mechanisms," International Review of Financial Analysis, Elsevier, vol. 91(C).
    29. Yong Wang & Guangchun Yang & Ying Dong & Yu Cheng & Peipei Shang, 2018. "The Scale, Structure and Influencing Factors of Total Carbon Emissions from Households in 30 Provinces of China—Based on the Extended STIRPAT Model," Energies, MDPI, vol. 11(5), pages 1-25, May.
    30. Wang, YiZheng & Zhang, ZhenTian, 2025. "Digital development and rural financial inclusion: Evidence from China," Research in International Business and Finance, Elsevier, vol. 73(PA).
    31. Zha, Donglan & Chen, Qian & Wang, Lijun, 2022. "Exploring carbon rebound effects in Chinese households’ consumption: A simulation analysis based on a multi-regional input–output framework," Applied Energy, Elsevier, vol. 313(C).
    32. PU, Zhengning & FEI, Jinhua, 2022. "The impact of digital finance on residential carbon emissions: Evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 515-527.
    33. Qi Wu & Jiaqi Feng & Shouheng Sun, 2023. "Research on the Impact of Digital Inclusive Finance on People’s Well-Being," Lecture Notes in Operations Research, in: Xiaopu Shang & Xiaowen Fu & Yixuan Ma & Daqing Gong & Juliang Zhang (ed.), Liss 2022, pages 211-226, Springer.
    34. Zhang, Xiaoling & Wang, Yue, 2017. "How to reduce household carbon emissions: A review of experience and policy design considerations," Energy Policy, Elsevier, vol. 102(C), pages 116-124.
    35. Zhu, Qin & Peng, Xizhe & Wu, Kaiya, 2012. "Calculation and decomposition of indirect carbon emissions from residential consumption in China based on the input–output model," Energy Policy, Elsevier, vol. 48(C), pages 618-626.
    36. Zhang, Zhenhua & Luo, Cong & Zhang, Guoxing & Shu, Yuqin & Shao, Shuai, 2024. "New energy policy and green technology innovation of new energy enterprises: Evidence from China," Energy Economics, Elsevier, vol. 136(C).
    37. Wei Li & Lu Zhang & Mingyue Pu & Hui Wang, 2025. "Digital inclusive finance, rural revitalization and rural consumption," PLOS ONE, Public Library of Science, vol. 20(1), pages 1-20, January.
    38. Meng, Weilu & Yuan, Gecheng & Sun, Yongping, 2023. "Expansion of social networks and household carbon emissions: Evidence from household survey in China," Energy Policy, Elsevier, vol. 174(C).
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