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Implications of Non-Farm Work for Clean Energy Adoption: Evidence from Rural China

Author

Listed:
  • Li Huang

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Heng Wu

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

  • Mi Zhou

    (College of Economics and Management, Shenyang Agricultural University, Shenyang 110866, China)

Abstract

Due to China’s socioeconomic development, labor force transfer from rural areas has become more common, the income of rural households has increased, and the structure of rural household clean living energy consumption has changed. However, few studies have explored the correlation between non-farm employment and clean energy adoption in rural households. Using survey data from 1175 farmers in 106 villages from a 2018 Survey in Liaoning Province, this study uses a Probit model to analyze the effect of non-farm work on clean energy adoption, as well as an effect decomposition model to examine the specific mechanism of their interaction. Robustness tests were performed using extended regression models (ERMs), propensity score matching (PSM), and variation of the core explanatory variable measures. The results found that: (1) Rural residents’ non-farm work has a significant positive effect on their household clean energy adoption. (2) Increasing rural residents’ household income and promoting the growth of their health knowledge are the main channels through which non-farm work influences their clean energy adoption. (3) Non-farm work has a more positive impact on household clean energy adoption for young or male farmers, those who had a junior high school education or above, and those who had a village head in the family. This study provides an understanding of rural non-farm work and clean energy adoption decisions and provides references for the effective allocation of rural labor resources and the formulation of policies related to rural energy adoption.

Suggested Citation

  • Li Huang & Heng Wu & Mi Zhou, 2022. "Implications of Non-Farm Work for Clean Energy Adoption: Evidence from Rural China," Agriculture, MDPI, vol. 12(12), pages 1-19, December.
    • Handle: RePEc:gam:jagris:v:12:y:2022:i:12:p:2120-:d:999361
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    as
    1. Démurger, Sylvie & Fournier, Martin, 2011. "Poverty and firewood consumption: A case study of rural households in northern China," China Economic Review, Elsevier, vol. 22(4), pages 512-523.
    2. Narasimha Rao, M. & Reddy, B. Sudhakara, 2007. "Variations in energy use by Indian households: An analysis of micro level data," Energy, Elsevier, vol. 32(2), pages 143-153.
    3. De Los Rios, Camilo, 2022. "The double fence: Overlapping institutions and deforestation in the Colombian Amazon," Ecological Economics, Elsevier, vol. 193(C).
    4. Ruben, Ruerd & Van den berg, Marrit, 2001. "Nonfarm Employment and Poverty Alleviation of Rural Farm Households in Honduras," World Development, Elsevier, vol. 29(3), pages 549-560, March.
    5. Li, Meng & Jin, Tianyu & Liu, Shenglong & Zhou, Shaojie, 2021. "The cost of clean energy transition in rural China: Evidence based on marginal treatment effects," Energy Economics, Elsevier, vol. 97(C).
    6. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of off-farm income on food security and nutrition in Nigeria," Food Policy, Elsevier, vol. 35(4), pages 303-311, August.
    7. Gebreegziabher, Zenebe & Mekonnen, Alemu & Kassie, Menale & Köhlin, Gunnar, 2012. "Urban energy transition and technology adoption: The case of Tigrai, northern Ethiopia," Energy Economics, Elsevier, vol. 34(2), pages 410-418.
    8. Lanjouw, Peter, 2001. "Nonfarm Employment and Poverty in Rural El Salvador," World Development, Elsevier, vol. 29(3), pages 529-547, March.
    9. Jonah B. Gelbach, 2016. "When Do Covariates Matter? And Which Ones, and How Much?," Journal of Labor Economics, University of Chicago Press, vol. 34(2), pages 509-543.
    10. Liu, Zhong & Wang, Menghan & Xiong, Qinqin & Liu, Chang, 2020. "Does centralized residence promote the use of cleaner cooking fuels? Evidence from rural China," Energy Economics, Elsevier, vol. 91(C).
    11. Muller, Christophe & Yan, Huijie, 2018. "Household fuel use in developing countries: Review of theory and evidence," Energy Economics, Elsevier, vol. 70(C), pages 429-439.
    12. Ouedraogo, Boukary, 2006. "Household energy preferences for cooking in urban Ouagadougou, Burkina Faso," Energy Policy, Elsevier, vol. 34(18), pages 3787-3795, December.
    13. Zhang, Jian & Mishra, Ashok K. & Zhu, Peixin & Li, Xiaoshun, 2020. "Land rental market and agricultural labor productivity in rural China: A mediation analysis," World Development, Elsevier, vol. 135(C).
    14. Poblete-Cazenave, Miguel & Pachauri, Shonali, 2018. "A structural model of cooking fuel choices in developing countries," Energy Economics, Elsevier, vol. 75(C), pages 449-463.
    15. Özcan, Kıvılcım Metin & Gülay, Emrah & Üçdoğruk, Şenay, 2013. "Economic and demographic determinants of household energy use in Turkey," Energy Policy, Elsevier, vol. 60(C), pages 550-557.
    16. Jie Gong & Yi Lu & Hong Song, 2021. "Gender Peer Effects on Students’ Academic and Noncognitive Outcomes: Evidence and Mechanisms," Journal of Human Resources, University of Wisconsin Press, vol. 56(3), pages 686-710.
    17. Ellison Carter & Li Yan & Yu Fu & Brian Robinson & Frank Kelly & Paul Elliott & Yangfeng Wu & Liancheng Zhao & Majid Ezzati & Xudong Yang & Queenie Chan & Jill Baumgartner, 2020. "Household transitions to clean energy in a multiprovincial cohort study in China," Nature Sustainability, Nature, vol. 3(1), pages 42-50, January.
    18. Chen, Le & Heerink, Nico & van den Berg, Marrit, 2006. "Energy consumption in rural China: A household model for three villages in Jiangxi Province," Ecological Economics, Elsevier, vol. 58(2), pages 407-420, June.
    19. Ma, Wanglin & Vatsa, Puneet & Zheng, Hongyun & Rahut, Dil Bahadur, 2022. "Nonfarm employment and consumption diversification in rural China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 582-598.
    20. Rahut, Dil Bahadur & Das, Sukanya & De Groote, Hugo & Behera, Bhagirath, 2014. "Determinants of household energy use in Bhutan," Energy, Elsevier, vol. 69(C), pages 661-672.
    21. Alberto Abadie & Guido W. Imbens, 2016. "Matching on the Estimated Propensity Score," Econometrica, Econometric Society, vol. 84, pages 781-807, March.
    22. Mottaleb, Khondoker Abdul & Rahut, Dil Bahadur & Ali, Akhter, 2017. "An exploration into the household energy choice and expenditure in Bangladesh," Energy, Elsevier, vol. 135(C), pages 767-776.
    23. Zhang, Yixiang & Li, Juan & Tao, Wenwen, 2021. "Does energy efficiency affect appliance prices? Empirical analysis of air conditioners in China based on propensity score matching," Energy Economics, Elsevier, vol. 101(C).
    24. Andrews, Donald W K, 1991. "Heteroskedasticity and Autocorrelation Consistent Covariance Matrix Estimation," Econometrica, Econometric Society, vol. 59(3), pages 817-858, May.
    25. Owusu, Victor & Abdulai, Awudu & Abdul-Rahman, Seini, 2011. "Non-farm work and food security among farm households in Northern Ghana," Food Policy, Elsevier, vol. 36(2), pages 108-118, April.
    26. Pachauri, Shonali & Jiang, Leiwen, 2008. "The household energy transition in India and China," Energy Policy, Elsevier, vol. 36(11), pages 4022-4035, November.
    27. Rahut, Dil Bahadur & Behera, Bhagirath & Ali, Akhter, 2016. "Household energy choice and consumption intensity: Empirical evidence from Bhutan," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 993-1009.
    28. Adjei-Mantey, Kwame & Takeuchi, Kenji & Quartey, Peter, 2021. "Impact of LPG promotion program in Ghana: The role of distance to refill," Energy Policy, Elsevier, vol. 158(C).
    29. Holden, Stein & Shiferaw, Bekele & Pender, John, 2004. "Non-farm income, household welfare, and sustainable land management in a less-favoured area in the Ethiopian highlands," Food Policy, Elsevier, vol. 29(4), pages 369-392, August.
    30. Heltberg, Rasmus, 2004. "Fuel switching: evidence from eight developing countries," Energy Economics, Elsevier, vol. 26(5), pages 869-887, September.
    31. Ma, Wanglin & Zhou, Xiaoshi & Renwick, Alan, 2019. "Impact of off-farm income on household energy expenditures in China: Implications for rural energy transition," Energy Policy, Elsevier, vol. 127(C), pages 248-258.
    32. SHI, Xiaoping & HEERINK, Nico & QU, Futian, 2009. "The role of off-farm employment in the rural energy consumption transition -- A village-level analysis in Jiangxi Province, China," China Economic Review, Elsevier, vol. 20(2), pages 350-359, June.
    33. Gupta, Gautam & Kohlin, Gunnar, 2006. "Preferences for domestic fuel: Analysis with socio-economic factors and rankings in Kolkata, India," Ecological Economics, Elsevier, vol. 57(1), pages 107-121, April.
    34. Babatunde, Raphael O. & Qaim, Matin, 2010. "Impact of Off-farm Income on Food Security and Nutrition in Nigeria," 2010 AAAE Third Conference/AEASA 48th Conference, September 19-23, 2010, Cape Town, South Africa 97332, African Association of Agricultural Economists (AAAE).
    35. Shao, Shuai & Li, Baoli & Fan, Meiting & Yang, Lili, 2021. "How does labor transfer affect environmental pollution in rural China? Evidence from a survey," Energy Economics, Elsevier, vol. 102(C).
    36. 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).
    37. Heltberg, Rasmus, 2005. "Factors determining household fuel choice in Guatemala," Environment and Development Economics, Cambridge University Press, vol. 10(3), pages 337-361, June.
    38. An, Li & Lupi, Frank & Liu, Jianguo & Linderman, Marc A. & Huang, Jinyan, 2002. "Modeling the choice to switch from fuelwood to electricity: Implications for giant panda habitat conservation," Ecological Economics, Elsevier, vol. 42(3), pages 445-457, September.
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