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Digital financial inclusion and household energy poverty: Evidence from China

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  • Jin, Shunlin
  • Ma, Teng
  • Tan, Xinyu

Abstract

This paper examines the impact of digital financial inclusion (DFI) on household energy poverty. We develop a simple theoretical model to explain the energy poverty alleviation effect of DFI. Using multidimensional household energy consumption survey data, we find that DFI reduces the incidence of household energy poverty by about 33.5 % and the intensity of energy poverty by 24.6 %, driven mainly by improvements in energy efficiency and an increase in household off-farm work, resulting in a stronger role in rural and low-income groups. However, the threshold model demonstrates that the Internet and digital tools are a prerequisite for this pro-poor energy effect to be realized. Notably, DFI, while exhibiting spatial spillover effects, exacerbate energy poverty in neighboring areas due to the siphoning effect.

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  • Jin, Shunlin & Ma, Teng & Tan, Xinyu, 2024. "Digital financial inclusion and household energy poverty: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 436-456.
    • Handle: RePEc:eee:ecanpo:v:83:y:2024:i:c:p:436-456
    DOI: 10.1016/j.eap.2024.06.023
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    1. Pengpeng Yue & Aslihan Gizem Korkmaz & Zhichao Yin & Haigang Zhou, 2022. "The rise of digital finance: Financial inclusion or debt trap," Papers 2201.09221, arXiv.org.
    2. Yang, Xiaolan & Huang, Yidong & Gao, Mei, 2022. "Can digital financial inclusion promote female entrepreneurship? Evidence and mechanisms," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    3. Djeunankan, Ronald & Njangang, Henri & Tadadjeu, Sosson & Kamguia, Brice, 2023. "Remittances and energy poverty: Fresh evidence from developing countries," Utilities Policy, Elsevier, vol. 81(C).
    4. Agradi, Mawunyo, 2023. "Does remittance inflow influence energy poverty?," Applied Energy, Elsevier, vol. 335(C).
    5. Filippini, Massimo & Hunt, Lester C., 2015. "Measurement of energy efficiency based on economic foundations," Energy Economics, Elsevier, vol. 52(S1), pages 5-16.
    6. Shi, Hongxu & Xu, Hao & Gao, Wei & Zhang, Jinhao & Chang, Ming, 2022. "The impact of energy poverty on agricultural productivity: The case of China," Energy Policy, Elsevier, vol. 167(C).
    7. Hong, Xudong & Wu, Shengnan & Zhang, Xueliang, 2022. "Clean energy powers energy poverty alleviation: Evidence from Chinese micro-survey data," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    8. Barkat, Karim & Alsamara, Mouyad & Mimouni, Karim, 2023. "Can remittances alleviate energy poverty in developing countries? New evidence from panel data," Energy Economics, Elsevier, vol. 119(C).
    9. Hosier, Richard H. & Dowd, Jeffrey, 1987. "Household fuel choice in Zimbabwe : An empirical test of the energy ladder hypothesis," Resources and Energy, Elsevier, vol. 9(4), pages 347-361, December.
    10. Rizwan Mushtaq & Catherine Bruneau, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-03452826, HAL.
    11. Ackermann, Klaus & Awaworyi Churchill, Sefa & Smyth, Russell, 2023. "High-speed internet access and energy poverty," Energy Economics, Elsevier, vol. 127(PB).
    12. Attílio, Luccas Assis & Faria, João Ricardo & Rodrigues, Mauro, 2023. "Does monetary policy impact CO2 emissions? A GVAR analysis," Energy Economics, Elsevier, vol. 119(C).
    13. Rizwan Mushtaq & Catherine Bruneau, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Post-Print hal-03452826, HAL.
    14. Wang, Shangrui & Cao, Anran & Wang, Guohua & Xiao, Yiming, 2022. "The Impact of energy poverty on the digital divide: The mediating effect of depression and Internet perception," Technology in Society, Elsevier, vol. 68(C).
    15. Peter Ganong & Pascal Noel, 2019. "Consumer Spending during Unemployment: Positive and Normative Implications," American Economic Review, American Economic Association, vol. 109(7), pages 2383-2424, July.
    16. Xie, Lunyu & Hu, Xian & Zhang, Xinyi & Zhang, Xiao-Bing, 2022. "Who suffers from energy poverty in household energy transition? Evidence from clean heating program in rural China," Energy Economics, Elsevier, vol. 106(C).
    17. He, Xiaoping & Reiner, David, 2016. "Electricity demand and basic needs: Empirical evidence from China's households," Energy Policy, Elsevier, vol. 90(C), pages 212-221.
    18. Wang, Ke & Wang, Ya-Xuan & Li, Kang & Wei, Yi-Ming, 2015. "Energy poverty in China: An index based comprehensive evaluation," Renewable and Sustainable Energy Reviews, Elsevier, vol. 47(C), pages 308-323.
    19. Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-255, March-Apr.
    20. Mukhtarov, Shahriyar & Mikayilov, Jeyhun I., 2023. "Could financial development eliminate energy poverty through renewable energy in Poland?," Energy Policy, Elsevier, vol. 182(C).
    21. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    22. Cheng, Qiongwen & Zhao, Xiaoge & Zhong, Shihu & Xing, Yudan, 2024. "Digital financial inclusion, resident consumption, and urban carbon emissions in China: A transaction cost perspective," Economic Analysis and Policy, Elsevier, vol. 81(C), pages 1336-1352.
    23. Shimei Wu & Xinye Zheng & Chu Wei, 2017. "Measurement of inequality using household energy consumption data in rural China," Nature Energy, Nature, vol. 2(10), pages 795-803, October.
    24. Zhao, Jun & Jiang, Qingzhe & Dong, Xiucheng & Dong, Kangyin, 2021. "Assessing energy poverty and its effect on CO2 emissions: The case of China," Energy Economics, Elsevier, vol. 97(C).
    25. Xu, Yueli & Peng, Zhan & Sun, Zhaojun & Zhan, Huanqi & Li, Shuai, 2022. "Does digital finance lessen credit rationing?—Evidence from Chinese farmers," Research in International Business and Finance, Elsevier, vol. 62(C).
    26. Wu, Yilin & Huang, Shilei, 2022. "The effects of digital finance and financial constraint on financial performance: Firm-level evidence from China's new energy enterprises," Energy Economics, Elsevier, vol. 112(C).
    27. Lin, Boqiang & Okyere, Michael Adu, 2023. "Race and energy poverty: The moderating role of subsidies in South Africa," Energy Economics, Elsevier, vol. 117(C).
    28. Daron Acemoglu & Simon Johnson & James A. Robinson, 2001. "The Colonial Origins of Comparative Development: An Empirical Investigation," American Economic Review, American Economic Association, vol. 91(5), pages 1369-1401, December.
    29. Tao, Zhe & Wang, Xican & Li, Jing & Wei, Xiaobei, 2023. "How can digital financial inclusion reduces relative poverty? An empirical analysis based on China household finance survey," Finance Research Letters, Elsevier, vol. 58(PC).
    30. Farrell, Lisa & Fry, Jane M., 2021. "Australia's gambling epidemic and energy poverty," Energy Economics, Elsevier, vol. 97(C).
    31. Dong, Kangyin & Ren, Xiaohang & Zhao, Jun, 2021. "How does low-carbon energy transition alleviate energy poverty in China? A nonparametric panel causality analysis," Energy Economics, Elsevier, vol. 103(C).
    32. Dogan, Eyup & Madaleno, Mara & Inglesi-Lotz, Roula & Taskin, Dilvin, 2022. "Race and energy poverty: Evidence from African-American households," Energy Economics, Elsevier, vol. 108(C).
    33. Ma, Rufei & Deng, Liqian & Ji, Qiang & Zhai, Pengxiang, 2022. "Environmental regulations, clean energy access, and household energy poverty: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    34. Ürge-Vorsatz, Diana & Tirado Herrero, Sergio, 2012. "Building synergies between climate change mitigation and energy poverty alleviation," Energy Policy, Elsevier, vol. 49(C), pages 83-90.
    35. Banerjee, Rajabrata & Mishra, Vinod & Maruta, Admasu Asfaw, 2021. "Energy poverty, health and education outcomes: Evidence from the developing world," Energy Economics, Elsevier, vol. 101(C).
    36. 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).
    37. Paul Goldsmith-Pinkham & Isaac Sorkin & Henry Swift, 2020. "Bartik Instruments: What, When, Why, and How," American Economic Review, American Economic Association, vol. 110(8), pages 2586-2624, August.
    38. Koomson, Isaac & Danquah, Michael, 2021. "Financial inclusion and energy poverty: Empirical evidence from Ghana," Energy Economics, Elsevier, vol. 94(C).
    39. Hosan, Shahadat & Rahman, Md Matiar & Karmaker, Shamal Chandra & Chapman, Andrew J. & Saha, Bidyut Baran, 2023. "Remittances and multidimensional energy poverty: Evidence from a household survey in Bangladesh," Energy, Elsevier, vol. 262(PA).
    40. Barnes, Douglas F. & Khandker, Shahidur R. & Samad, Hussain A., 2011. "Energy poverty in rural Bangladesh," Energy Policy, Elsevier, vol. 39(2), pages 894-904, February.
    41. Sen, Amartya K, 1976. "Poverty: An Ordinal Approach to Measurement," Econometrica, Econometric Society, vol. 44(2), pages 219-231, March.
    42. Wang, Xiong & Wang, Xiao & Ren, Xiaohang & Wen, Fenghua, 2022. "Can digital financial inclusion affect CO2 emissions of China at the prefecture level? Evidence from a spatial econometric approach," Energy Economics, Elsevier, vol. 109(C).
    43. Liu, Yang & Luan, Lin & Wu, Weilong & Zhang, Zhiqiang & Hsu, Yen, 2021. "Can digital financial inclusion promote China's economic growth?," International Review of Financial Analysis, Elsevier, vol. 78(C).
    44. Ruixue Jia, 2014. "The Legacies of Forced Freedom: China's Treaty Ports," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 596-608, October.
    45. Yin, Zhichao & Wang, Rui & Wu, Xi, 2023. "Financial inclusion, natural disasters and energy poverty: Evidence from China," Energy Economics, Elsevier, vol. 126(C).
    46. Lin, Aijie & Peng, Yulei & Wu, Xi, 2022. "Digital finance and investment of micro and small enterprises: Evidence from China," China Economic Review, Elsevier, vol. 75(C).
    47. Lin, Boqiang & Wang, Yao, 2020. "Does energy poverty really exist in China? From the perspective of residential electricity consumption," Energy Policy, Elsevier, vol. 143(C).
    48. Juan Luo & Bao-zhen Li, 2022. "Impact of Digital Financial Inclusion on Consumption Inequality in China," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 163(2), pages 529-553, September.
    49. Awaworyi Churchill, Sefa & Smyth, Russell, 2022. "Protestantism and energy poverty," Energy Economics, Elsevier, vol. 111(C).
    50. Huan Tang, 2019. "Peer-to-Peer Lenders Versus Banks: Substitutes or Complements?," The Review of Financial Studies, Society for Financial Studies, vol. 32(5), pages 1900-1938.
    51. Martinez-Soto, Aner & Avendaño Vera, Constanza C. & Boso, Alex & Hofflinger, Alvaro & Shupler, Matthew, 2021. "Energy poverty influences urban outdoor air pollution levels during COVID-19 lockdown in south-central Chile," Energy Policy, Elsevier, vol. 158(C).
    52. Yue, Pengpeng & Korkmaz, Aslihan Gizem & Yin, Zhichao & Zhou, Haigang, 2022. "The rise of digital finance: Financial inclusion or debt trap?," Finance Research Letters, Elsevier, vol. 47(PA).
    53. Jia, Jun-Jun & Guo, Jin & Wei, Chu, 2021. "Elasticities of residential electricity demand in China under increasing-block pricing constraint: New estimation using household survey data," Energy Policy, Elsevier, vol. 156(C).
    54. Said, Rabie & Acheampong, Alex O., 2023. "Financial inclusion and energy poverty reduction in sub-Saharan Africa," Utilities Policy, Elsevier, vol. 82(C).
    55. Jiang, Lu & Yu, Lu & Xue, Bing & Chen, Xingpeng & Mi, Zhifu, 2020. "Who is energy poor? Evidence from the least developed regions in China," Energy Policy, Elsevier, vol. 137(C).
    56. Kabakova, Oksana & Plaksenkov, Evgeny, 2018. "Analysis of factors affecting financial inclusion: Ecosystem view," Journal of Business Research, Elsevier, vol. 89(C), pages 198-205.
    57. Mushtaq, Rizwan & Bruneau, Catherine, 2019. "Microfinance, financial inclusion and ICT: Implications for poverty and inequality," Technology in Society, Elsevier, vol. 59(C).
    58. Nguyen, Canh Phuc & Nasir, Muhammad Ali, 2021. "An inquiry into the nexus between energy poverty and income inequality in the light of global evidence," Energy Economics, Elsevier, vol. 99(C).
    59. Rosenow, Jan & Platt, Reg & Flanagan, Brooke, 2013. "Fuel poverty and energy efficiency obligations – A critical assessment of the supplier obligation in the UK," Energy Policy, Elsevier, vol. 62(C), pages 1194-1203.
    60. Dong, Kangyin & Taghizadeh-Hesary, Farhad & Zhao, Jun, 2022. "How inclusive financial development eradicates energy poverty in China? The role of technological innovation," Energy Economics, Elsevier, vol. 109(C).
    61. Ngarava, Saul & Zhou, Leocadia & Ningi, Thulani & Chari, Martin M. & Mdiya, Lwandiso, 2022. "Gender and ethnic disparities in energy poverty: The case of South Africa," Energy Policy, Elsevier, vol. 161(C).
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