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Energy Poverty and Depression in Rural China: Evidence from the Quantile Regression Approach

Author

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  • Jun Zhang

    (School of Agricultural Economics and Rural Development, Renmin University of China, No. 59 Zhongguancun Ave., Haidian Dist., Beijing 100872, China)

  • Yuang He

    (School of Agricultural Economics and Rural Development, Renmin University of China, No. 59 Zhongguancun Ave., Haidian Dist., Beijing 100872, China)

  • Jing Zhang

    (School of Agricultural Economics and Rural Development, Renmin University of China, No. 59 Zhongguancun Ave., Haidian Dist., Beijing 100872, China)

Abstract

Despite the growing awareness and interest in the impact of energy poverty on depression, studies in developing economies are relative limited, and there is a gap of knowledge of such impact among rural individuals in China. In this study, we investigate the impact of energy poverty on depression among rural Chinese individuals aged 16 and above, and our sample includes 13,784 individuals from 6103 households. With data from the 2018 China Family Panel Studies, we apply the instrumental variable (IV) quantile regression approach to address the potential endogeneity of energy poverty and allow for heterogeneous effects of energy poverty on depression across individuals with different levels of depression. Our estimates from the IV quantile regression suggest a strong positive impact of energy poverty on depression at the upper quantile of depression scores, but no impact at the middle and lower quantiles. The primary results are robust and consistent with alternative energy poverty measures, and we find that energy poverty does not affect depression of low-risk individuals (with low depression scores), but it does affect that of high-risk individuals. We also find individual socio-demographic factors of age, gender, household size, religious belief, education, marriage and employment status play roles in affecting depression. The findings of this study generate policy implications for energy poverty alleviation and mental health promotion.

Suggested Citation

  • Jun Zhang & Yuang He & Jing Zhang, 2022. "Energy Poverty and Depression in Rural China: Evidence from the Quantile Regression Approach," IJERPH, MDPI, vol. 19(2), pages 1-21, January.
    • Handle: RePEc:gam:jijerp:v:19:y:2022:i:2:p:1006-:d:726647
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    as
    1. Bonan, Jacopo & Pareglio, Stefano & Tavoni, Massimo, 2017. "Access to modern energy: a review of barriers, drivers and impacts," Environment and Development Economics, Cambridge University Press, vol. 22(5), pages 491-516, October.
    2. Jun Zhang, 2021. "The Bidirectional Relationship between Body Weight and Depression across Gender: A Simultaneous Equation Approach," IJERPH, MDPI, vol. 18(14), pages 1-15, July.
    3. Llorca, Manuel & Rodriguez-Alvarez, Ana & Jamasb, Tooraj, 2020. "Objective vs. subjective fuel poverty and self-assessed health," Energy Economics, Elsevier, vol. 87(C).
    4. Karen Siedlecki & Timothy Salthouse & Shigehiro Oishi & Sheena Jeswani, 2014. "The Relationship Between Social Support and Subjective Well-Being Across Age," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 117(2), pages 561-576, June.
    5. Nie, Peng & Li, Qiaoge & Sousa-Poza, Alfonso, 2021. "Energy poverty and subjective well-being in China: New evidence from the China Family Panel Studies," Energy Economics, Elsevier, vol. 103(C).
    6. Bradshaw, Jonathan & Hutton, Sandra, 1983. "Social policy options and fuel poverty," Journal of Economic Psychology, Elsevier, vol. 3(3-4), pages 249-266, September.
    7. Hailemariam, Abebe & Sakutukwa, Tutsirai & Yew, Siew Ling, 2021. "The impact of energy poverty on physical violence," Energy Economics, Elsevier, vol. 100(C).
    8. David Powell, 2020. "Quantile Treatment Effects in the Presence of Covariates," The Review of Economics and Statistics, MIT Press, vol. 102(5), pages 994-1005, December.
    9. Jayasinghe, Maneka & Selvanathan, E.A. & Selvanathan, Saroja, 2021. "Energy poverty in Sri Lanka," Energy Economics, Elsevier, vol. 101(C).
    10. Liddell, Christine & Morris, Chris, 2010. "Fuel poverty and human health: A review of recent evidence," Energy Policy, Elsevier, vol. 38(6), pages 2987-2997, June.
    11. Rodriguez-Alvarez, Ana & Orea, Luis & Jamasb, Tooraj, 2019. "Fuel poverty and Well-Being:A consumer theory and stochastic frontier approach," Energy Policy, Elsevier, vol. 131(C), pages 22-32.
    12. Chee‐Ruey Hsieh & Xuezheng Qin, 2018. "Depression hurts, depression costs: The medical spending attributable to depression and depressive symptoms in China," Health Economics, John Wiley & Sons, Ltd., vol. 27(3), pages 525-544, March.
    13. Rainer Winkelmann, 2009. "Unemployment, Social Capital, and Subjective Well-Being," Journal of Happiness Studies, Springer, vol. 10(4), pages 421-430, August.
    14. Awaworyi Churchill, Sefa & Smyth, Russell & Farrell, Lisa, 2020. "Fuel poverty and subjective wellbeing," Energy Economics, Elsevier, vol. 86(C).
    15. John Hills, 2011. "Fuel Poverty: The problem and its measurement. Interim Report of the Fuel Poverty Review," CASE Reports casereport69, Centre for Analysis of Social Exclusion, LSE.
    16. Abre-Rehmat Qurat-ul-Ann & Faisal Mehmood Mirza, 2021. "Multidimensional Energy Poverty in Pakistan: Empirical Evidence from Household Level Micro Data," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(1), pages 211-258, May.
    17. Stefan Bouzarovski, 2014. "Energy poverty in the European Union: landscapes of vulnerability," Wiley Interdisciplinary Reviews: Energy and Environment, Wiley Blackwell, vol. 3(3), pages 276-289, May.
    18. Ssennono, Vincent Fred & Ntayi, Joseph M. & Buyinza, Faisal & Wasswa, Francis & Aarakit, Sylvia Manjeri & Mukiza, Chris Ndatira, 2021. "Energy poverty in Uganda: Evidence from a multidimensional approach," Energy Economics, Elsevier, vol. 101(C).
    19. Abbas, Khizar & Li, Shixiang & Xu, Deyi & Baz, Khan & Rakhmetova, Aigerim, 2020. "Do socioeconomic factors determine household multidimensional energy poverty? Empirical evidence from South Asia," Energy Policy, Elsevier, vol. 146(C).
    20. Liddell, Christine & Morris, Chris & McKenzie, S.J.P. & Rae, Gordon, 2012. "Measuring and monitoring fuel poverty in the UK: National and regional perspectives," Energy Policy, Elsevier, vol. 49(C), pages 27-32.
    21. Victor Chernozhukov & Christian Hansen, 2005. "An IV Model of Quantile Treatment Effects," Econometrica, Econometric Society, vol. 73(1), pages 245-261, January.
    22. Koomson, Isaac & Danquah, Michael, 2021. "Financial inclusion and energy poverty: Empirical evidence from Ghana," Energy Economics, Elsevier, vol. 94(C).
    23. Zhang, Quanda & Appau, Samuelson & Kodom, Peter Lord, 2021. "Energy poverty, children's wellbeing and the mediating role of academic performance: Evidence from China," Energy Economics, Elsevier, vol. 97(C).
    24. Kahouli, Sondès, 2020. "An economic approach to the study of the relationship between housing hazards and health: The case of residential fuel poverty in France," Energy Economics, Elsevier, vol. 85(C).
    25. 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.
    26. Adusah-Poku, Frank & Takeuchi, Kenji, 2019. "Energy poverty in Ghana: Any progress so far?," Renewable and Sustainable Energy Reviews, Elsevier, vol. 112(C), pages 853-864.
    27. 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).
    28. Awaworyi Churchill, Sefa & Smyth, Russell, 2021. "Energy poverty and health: Panel data evidence from Australia," Energy Economics, Elsevier, vol. 97(C).
    29. Boqiang Lin & Michael Adu Okyere, 2020. "Multidimensional Energy Poverty and Mental Health: Micro-Level Evidence from Ghana," IJERPH, MDPI, vol. 17(18), pages 1-18, September.
    30. Lim, Chaeyoon & Putnam, Robert David, 2010. "Religion, Social Networks, and Life Satisfaction," Scholarly Articles 11105537, Harvard Kennedy School of Government.
    31. Phoumin, Han & Kimura, Fukunari, 2019. "Cambodia's energy poverty and its effects on social wellbeing: Empirical evidence and policy implications," Energy Policy, Elsevier, vol. 132(C), pages 283-289.
    32. Heinz Welsch & Philipp Biermann, 2017. "Energy Affordability and Subjective Well-Being: Evidence for European Countries," The Energy Journal, , vol. 38(3), pages 159-176, May.
    33. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    34. Frederick J. Zimmerman & Wayne Katon, 2005. "Socioeconomic status, depression disparities, and financial strain: what lies behind the income‐depression relationship?," Health Economics, John Wiley & Sons, Ltd., vol. 14(12), pages 1197-1215, December.
    35. Jang, Soong-Nang & Kawachi, Ichiro & Chang, Jiyeun & Boo, Kachung & Shin, Hyun-Gu & Lee, Hyejung & Cho, Sung-il, 2009. "Marital status, gender, and depression: Analysis of the baseline survey of the Korean Longitudinal Study of Ageing (KLoSA)," Social Science & Medicine, Elsevier, vol. 69(11), pages 1608-1615, December.
    36. Xiao, Jihong & Hu, Chunyan & Ouyang, Guangda & Wen, Fenghua, 2019. "Impacts of oil implied volatility shocks on stock implied volatility in China: Empirical evidence from a quantile regression approach," Energy Economics, Elsevier, vol. 80(C), pages 297-309.
    37. Eskander Alvi & Aberra Senbeta, 2014. "Foreign aid, growth, and poverty relation: a quantile regression approach," Journal of Developing Areas, Tennessee State University, College of Business, vol. 48(3), pages 381-403, July-Sept.
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