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The analysis of multidimensional poverty reduction effects of dual financial participation: evidence from rural household in China

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  • Qianling Wang

    (Wuhan University)

  • Zhigang Chen

    (Wuhan University)

  • Li Gui

    (Hubei University of Economics and Management)

Abstract

This study examines the impact of formal and informal financial participation on the multidimensional poverty status of rural households in China. Using panel data from the China Family Panel Studies (CFPS) covering the period 2014–2020, we construct a multidimensional poverty index based on the Alkire–Foster method and conduct empirical analyses employing panel Logit and dynamic Probit models. The results indicate that dual financial participation significantly reduces the likelihood of multidimensional poverty, a finding that remains robust after accounting for poverty state dependence and addressing endogeneity concerns. Further analysis reveals that formal financial participation primarily alleviates poverty in the dimensions of assets, risk resilience, and education, whereas informal financial participation is more strongly associated with improvements in living standards. The poverty reduction effects also exhibit substantial heterogeneity across households with different income levels, household head characteristics, and family structures. In addition, macro-institutional factors play a moderating role: higher agricultural insurance penetration and greater maturity of social credit systems enhance the poverty reduction effects of formal finance, while excessive financial regulation may undermine the effectiveness of informal finance. Overall, the findings provide comprehensive empirical evidence on the complementary roles of formal and informal financial systems in supporting rural poverty alleviation efforts in China.

Suggested Citation

  • Qianling Wang & Zhigang Chen & Li Gui, 2025. "The analysis of multidimensional poverty reduction effects of dual financial participation: evidence from rural household in China," Palgrave Communications, Palgrave Macmillan, vol. 12(1), pages 1-19, December.
  • Handle: RePEc:pal:palcom:v:12:y:2025:i:1:d:10.1057_s41599-025-05095-1
    DOI: 10.1057/s41599-025-05095-1
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    1. Imran Matin & David Hulme & Stuart Rutherford, 2002. "Finance for the poor: from microcredit to microfinancial services," Journal of International Development, John Wiley & Sons, Ltd., vol. 14(2), pages 273-294.
    2. Sarah A Janzen & Michael R Carter, 2019. "After the Drought: The Impact of Microinsurance on Consumption Smoothing and Asset Protection," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 101(3), pages 651-671.
    3. Pan, Lei & Christiaensen, Luc, 2012. "Who is Vouching for the Input Voucher? Decentralized Targeting and Elite Capture in Tanzania," World Development, Elsevier, vol. 40(8), pages 1619-1633.
    4. Zakaria Boulanouar & Osama Badr & Khaled Sayed Ahmed, 2024. "The effect of financial inclusion on poverty alleviation and economic growth: a view from an emerging market," International Journal of Accounting, Auditing and Performance Evaluation, Inderscience Enterprises Ltd, vol. 20(1/2), pages 183-205.
    5. Alkire, Sabina & Seth, Suman, 2015. "Multidimensional Poverty Reduction in India between 1999 and 2006: Where and How?," World Development, Elsevier, vol. 72(C), pages 93-108.
    6. Smriti Rao & Hazel Malapit, 2015. "Gender, Household Structure and Financial Participation in the United States," Journal of Family and Economic Issues, Springer, vol. 36(4), pages 606-620, December.
    7. Álvarez-Gamboa, Javier & Cabrera-Barona, Pablo & Jácome-Estrella, Hugo, 2021. "Financial inclusion and multidimensional poverty in Ecuador: A spatial approach," World Development Perspectives, Elsevier, vol. 22(C).
    8. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2008. "How Important Are Financing Constraints? The Role of Finance in the Business Environment," The World Bank Economic Review, World Bank, vol. 22(3), pages 483-516, November.
    9. Jappelli, Tullio & Pagano, Marco, 2002. "Information sharing, lending and defaults: Cross-country evidence," Journal of Banking & Finance, Elsevier, vol. 26(10), pages 2017-2045, October.
    10. Sumanta Kumar Saha & Jie Qin, 2023. "Financial inclusion and poverty alleviation: an empirical examination," Economic Change and Restructuring, Springer, vol. 56(1), pages 409-440, February.
    11. Fang Wang & Xixi Zhang & Chuwen Ye & Qihua Cai, 2024. "The Household Multidimensional Poverty Reduction Effects of Digital Financial Inclusion: A Financial Environment Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 172(1), pages 313-345, March.
    12. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    13. Dewi Sovia & Abd. Majid M. Shabri & Aliasuddin & Kassim Salina, 2018. "Dynamics of Financial Development, Economic Growth, and Poverty Alleviation: The Indonesian Experience," South East European Journal of Economics and Business, Sciendo, vol. 13(1), pages 17-30, June.
    14. Baland, Jean-Marie & Gangadharan, Lata & Maitra, Pushkar & Somanathan, Rohini, 2017. "Repayment and exclusion in a microfinance experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 137(C), pages 176-190.
    15. Samuel Lee & Petra Persson, 2024. "Theoretical perspectives on social relationships in informal financing," Chapters, in: Franklin Allen & Meijun Qian (ed.), Research Handbook on Alternative Finance, chapter 7, pages 132-151, Edward Elgar Publishing.
    16. Shahidur Khandker & Gayatri Koolwal, 2010. "How Infrastructure and Financial Institutions Affect Rural Income and Poverty: Evidence from Bangladesh," Journal of Development Studies, Taylor & Francis Journals, vol. 46(6), pages 1109-1137.
    17. Xiangping Jia & Hao Luan & Jikun Huang & Zuowen Li, 2015. "A Comparative Analysis of the Use of Microfinance and Formal and Informal Credit by Farmers in Less Developed Areas of Rural China," Development Policy Review, Overseas Development Institute, vol. 33(2), pages 245-263, March.
    18. Fang Su & Nini Song & Nannan Ma & Altynbek Sultanaliev & Jing Ma & Bing Xue & Shah Fahad, 2021. "An Assessment of Poverty Alleviation Measures and Sustainable Livelihood Capability of Farm Households in Rural China: A Sustainable Livelihood Approach," Agriculture, MDPI, vol. 11(12), pages 1-16, December.
    19. Meghana Ayyagari & Asli Demirgüç-Kunt & Vojislav Maksimovic, 2010. "Formal versus Informal Finance: Evidence from China," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3048-3097, August.
    20. Yansui Liu & Yuanzhi Guo & Yang Zhou, 2018. "Poverty alleviation in rural China: policy changes, future challenges and policy implications," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 241-259, May.
    21. Sarah Mansour & Nagwa Samak & Nesma Gad, 2024. "Credit Choices in Rural Egypt: A Comparative Study of Formal and Informal Borrowing," JRFM, MDPI, vol. 17(11), pages 1-36, October.
    22. Abhijit V. Banerjee & Esther Duflo, 2007. "The Economic Lives of the Poor," Journal of Economic Perspectives, American Economic Association, vol. 21(1), pages 141-168, Winter.
    23. Priyanka Roy & Binoti Patro, 2022. "Financial Inclusion of Women and Gender Gap in Access to Finance: A Systematic Literature Review," Vision, , vol. 26(3), pages 282-299, September.
    24. Hong Sun & Valentina Hartarska & Lezhu Zhang & Denis Nadolnyak, 2018. "The Influence of Social Capital on Farm Household’s Borrowing Behavior in Rural China," Sustainability, MDPI, vol. 10(12), pages 1-20, November.
    25. Wang, Yan & Conesa, Juan Carlos, 2022. "The role of demographics and migration for the future of economic growth in China," European Economic Review, Elsevier, vol. 144(C).
    26. Wenjie Jiang & Hong Yang & Chunyu Liu, 2025. "Deeper Effects of fiscal multidimensional poverty reduction: household characteristics, financial lags and elite capture," PLOS ONE, Public Library of Science, vol. 20(2), pages 1-25, February.
    27. Yanlin Yang & Chenyu Fu, 2019. "Inclusive Financial Development and Multidimensional Poverty Reduction: An Empirical Assessment from Rural China," Sustainability, MDPI, vol. 11(7), pages 1-17, March.
    28. Hui An & Qianmiao Zou & Mohamed Kargbo, 2021. "Impact of financial development on economic growth: Evidence from Sub‐Saharan Africa," Australian Economic Papers, Wiley Blackwell, vol. 60(2), pages 226-260, June.
    29. Butler, J S & Moffitt, Robert, 1982. "A Computationally Efficient Quadrature Procedure for the One-Factor Multinomial Probit Model," Econometrica, Econometric Society, vol. 50(3), pages 761-764, May.
    30. Shahidur R. Khandker, 2005. "Microfinance and Poverty: Evidence Using Panel Data from Bangladesh," The World Bank Economic Review, World Bank, vol. 19(2), pages 263-286.
    31. Meier, Stephan & Sprenger, Charles D., 2013. "Discounting financial literacy: Time preferences and participation in financial education programs," Journal of Economic Behavior & Organization, Elsevier, vol. 95(C), pages 159-174.
    32. Yansui Liu & Yuanzhi Guo & Yang Zhou, 2018. "Poverty alleviation in rural China: policy changes, future challenges and policy implications," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 241-259, May.
    33. Cai, Yu & Chapman, Bruce & Wang, Qing, 2019. "Repayment burdens of mortgage-style student loans in China and steps toward income-contingent loans," Economics of Education Review, Elsevier, vol. 71(C), pages 95-108.
    34. Khurrum S. Mughal & Friedrich G. Schneider & Zafar Hayat, 2020. "Intensity of Regulations as a Cause of the Informal Sector," Journal of South Asian Development, , vol. 15(2), pages 135-154, August.
    35. Shijun Chai & Yang Chen & Bihong Huang & Dezhu Ye, 2019. "Social networks and informal financial inclusion in China," Asia Pacific Journal of Management, Springer, vol. 36(2), pages 529-563, June.
    36. Thorsten Beck & Asli Demirgüç-Kunt & Ross Levine, 2007. "Finance, inequality and the poor," Journal of Economic Growth, Springer, vol. 12(1), pages 27-49, March.
    37. Tiken Das, 2019. "Does credit access lead to expansion of income and multidimensional poverty? A study of rural Assam," International Journal of Social Economics, Emerald Group Publishing Limited, vol. 46(2), pages 252-270, February.
    38. Jakob Haan & Regina Pleninger & Jan-Egbert Sturm, 2022. "Does Financial Development Reduce the Poverty Gap?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 161(1), pages 1-27, May.
    39. Tsai, Ming-Feng & Wang, Chuan-Ju, 2017. "On the risk prediction and analysis of soft information in finance reports," European Journal of Operational Research, Elsevier, vol. 257(1), pages 243-250.
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