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Climate Change Risk, Digital Financial Inclusion and Multidimensional Relative Poverty Among Farm Households

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  • Juan Luo

    (Business School, Hunan Normal University, Changsha 410081, China)

  • Lixin Chen

    (Business School, Hunan Normal University, Changsha 410081, China)

Abstract

Climate risk has emerged as a pressing global challenge, significantly undermining livelihood capital, income stability, and living standards among vulnerable populations. Leveraging balanced panel data from the China Household Finance Survey (CHFS) spanning 2013–2019, this study employs a binary Logit fixed-effects model to examine how climate change risk affects farm households’ multidimensional relative poverty, with particular attention to the moderating role of digital financial inclusion. The findings demonstrate that climate change risk significantly exacerbates multidimensional relative poverty among farm households, while digital inclusive finance effectively mitigates these adverse impacts. Notably, subdimensional analysis reveals that the depth of digital financial usage exerts the strongest influence. In addition, there is heterogeneity in this moderating effect, with digital inclusive finance having a more significant mitigating effect on multidimensional relative poverty in rural households in the central region, with middle and higher incomes, as well as with high digital literacy. This study provides valuable insights into the use of financial instruments to mitigate climate risks, improve the climate resilience of rural populations, and strengthen multidimensional approaches to poverty governance.

Suggested Citation

  • Juan Luo & Lixin Chen, 2025. "Climate Change Risk, Digital Financial Inclusion and Multidimensional Relative Poverty Among Farm Households," Sustainability, MDPI, vol. 17(12), pages 1-23, June.
  • Handle: RePEc:gam:jsusta:v:17:y:2025:i:12:p:5404-:d:1676942
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    1. Jere R. Behrman & Whitney Schott & Subha Mani & Benjamin T. Crookston & Kirk Dearden & Le Thuc Duc & Lia C. H. Fernald & Aryeh D. Stein, 2017. "Intergenerational Transmission of Poverty and Inequality: Parental Resources and Schooling Attainment and Children’s Human Capital in Ethiopia, India, Peru, and Vietnam," Economic Development and Cultural Change, University of Chicago Press, vol. 65(4), pages 657-697.
    2. Ramilan, T. & Kumar, S. & Haileslassie, Amare & Craufurd, P. & Scrimgeour, F. & Kattarkandi, B. & Whitbread, A., 2022. "Quantifying farm household resilience and the implications of livelihood heterogeneity in the semi-arid tropics of India," Papers published in Journals (Open Access), International Water Management Institute, pages 1-12(4):466.
    3. Michael Carter & Christopher Barrett, 2006. "The economics of poverty traps and persistent poverty: An asset-based approach," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 178-199.
    4. Ahmed, Haseeb & Correa, Juan Sebastian & Sitko, Nicholas J., 2025. "Climate adaptation, perceived resilience, and household wellbeing: Comparative evidence from Kenya and Zambia," Ecological Economics, Elsevier, vol. 235(C).
    5. Zheyuan Zhang & Hui Xu & Ruilin Liu & Zhong Zhao, 2025. "Free education and the intergenerational transmission of cognitive skills in rural China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 38(1), pages 1-30, March.
    6. Victor Hugo Souza de Abreu & Andrea Souza Santos & Thaís Guedes Máximo Monteiro, 2022. "Climate Change Impacts on the Road Transport Infrastructure: A Systematic Review on Adaptation Measures," Sustainability, MDPI, vol. 14(14), pages 1-22, July.
    7. Roquia Salam & Abu Reza Md. Towfiqul Islam & Badhon Kumar Shill & G. M. Monirul Alam & Md. Hasanuzzaman & Md. Morshadul Hasan & Sobhy M. Ibrahim & Roger C. Shouse, 2021. "Nexus between vulnerability and adaptive capacity of drought-prone rural households in northern Bangladesh," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(1), pages 509-527, March.
    8. Zewdie Birhanu & Argaw Ambelu & Negalign Berhanu & Abraraw Tesfaye & Kifle Woldemichael, 2017. "Understanding Resilience Dimensions and Adaptive Strategies to the Impact of Recurrent Droughts in Borana Zone, Oromia Region, Ethiopia: A Grounded Theory Approach," IJERPH, MDPI, vol. 14(2), pages 1-18, January.
    9. Agha Ali Akram & Babatunde Abidoye & Sudha Kannan & Kehinde Omotoso, 2025. "The impact of climate change on African agriculture: A Ricardian analysis of smallholder farmers in sub-Saharan Africa," Climatic Change, Springer, vol. 178(3), pages 1-19, March.
    10. Bonginkosi E. Mthembu & Thobani Cele & Xolile Mkhize, 2025. "Climate Change Impacts on Agricultural Infrastructure and Resources: Insights from Communal Land Farming Systems," Land, MDPI, vol. 14(6), pages 1-20, May.
    11. Mao, Hui & Sun, Zhenkai & Chai, Anyuan & Fang, Lan & Shi, Chaoqian, 2025. "Extreme Weather, agricultural insurance and farmer's climate adaptation technologies adoption in China," Ecological Economics, Elsevier, vol. 228(C).
    12. Roquia Salam & Abu Reza Md. Towfiqul Islam & Badhon Kumar Shill & G. M. Monirul Alam & Md. Hasanuzzaman & Md. Morshadul Hasan & Sobhy M. Ibrahim & Roger C. Shouse, 2021. "Correction to: Nexus between vulnerability and adaptive capacity of drought-prone rural households in northern Bangladesh," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 106(1), pages 529-529, March.
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