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Assessing the effect of nonfarm income on the household cooking energy transition in rural China

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  • Liu, Pihui
  • Han, Chuanfeng
  • Liu, Xinghua
  • Teng, Minmin

Abstract

Although the impact of nonfarm income on poverty and welfare has been fully recorded, far less is known about the relationship between nonfarm income and the rural household energy transition. This paper attempts to fill this gap by investigating the causal effect of nonfarm income on the rural household cooking energy transition. Based on nationwide data from the China Family Panel Studies (CFPS) conducted in 2018, we applied a two-stage instrumental variable (IV)-probit model to overcome the endogeneity challenges. The empirical results reveal that nonfarm income has a positive impact on clean cooking energy use. The marginal effect of agricultural income is not linear but U-shaped. After controlling for endogeneity, a 1% increase in annual nonfarm income results in an increase in the probability of clean cooking energy use of 3.9% (p < 0.01). Nonfarm income can contribute to the rural household cooking energy transition by raising overall household income and relaxing liquidity constraints. The effect is more salient for certain households, such as male-headed households and those living in the economically underdeveloped central and western regions. Our findings contribute to extending the scope and depth of energy ladder theory and provide policy implications to accelerate the rural cooking energy transition.

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  • Liu, Pihui & Han, Chuanfeng & Liu, Xinghua & Teng, Minmin, 2023. "Assessing the effect of nonfarm income on the household cooking energy transition in rural China," Energy, Elsevier, vol. 267(C).
    • Handle: RePEc:eee:energy:v:267:y:2023:i:c:s0360544222034466
    DOI: 10.1016/j.energy.2022.126559
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    as
    1. Ernest Ngeh Tingum & Ademola Kuponiyi, 2020. "The Determinants of Rural Household Food Consumption Expenditure in Lesotho: Impact of Off-farm Income," Journal of Social and Development Sciences, AMH International, vol. 11(1), pages 27-35.
    2. Ruel, Marie T. & Haddad, Lawrence & Garrett, James L., 1999. "Some Urban Facts of Life: Implications for Research and Policy," World Development, Elsevier, vol. 27(11), pages 1917-1938, November.
    3. Key, Nigel, 2022. "Higher Off-farm Income Enables Farmers to Burrow More and Increase Investment in Their Operations," Amber Waves:The Economics of Food, Farming, Natural Resources, and Rural America, United States Department of Agriculture, Economic Research Service, vol. 2022, April.
    4. 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.
    5. Abbas, Khizar & Xie, Xiaoqing & Xu, Deyi & Butt, Khalid Manzoor, 2021. "Assessing an empirical relationship between energy poverty and domestic health issues: A multidimensional approach," Energy, Elsevier, vol. 221(C).
    6. Guta, Dawit Diriba, 2020. "Determinants of household use of energy-efficient and renewable energy technologies in rural Ethiopia," Technology in Society, Elsevier, vol. 61(C).
    7. Ashok K. Mishra & Kh. A. Mottaleb & Samarendu Mohanty, 2015. "Impact of off-farm income on food expenditures in rural Bangladesh: an unconditional quantile regression approach," Agricultural Economics, International Association of Agricultural Economists, vol. 46(2), pages 139-148, March.
    8. Linxiu Zhang & Yongqing Dong & Chengfang Liu & Yunli Bai, 2018. "Off-farm employment over the past four decades in rural China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 190-214, May.
    9. Yang, Jin & Wan, Qian & Bi, Wu, 2020. "Off-farm employment and grain production change: New evidence from China," China Economic Review, Elsevier, vol. 63(C).
    10. Paudel, Uttam & Khatri, Umesh & Pant, Krishna Prasad, 2018. "Understanding the determinants of household cooking fuel choice in Afghanistan: A multinomial logit estimation," Energy, Elsevier, vol. 156(C), pages 55-62.
    11. van der Kroon, Bianca & Brouwer, Roy & van Beukering, Pieter J.H., 2013. "The energy ladder: Theoretical myth or empirical truth? Results from a meta-analysis," Renewable and Sustainable Energy Reviews, Elsevier, vol. 20(C), pages 504-513.
    12. S. Tao & M. Y. Ru & W. Du & X. Zhu & Q. R. Zhong & B. G. Li & G. F. Shen & X. L. Pan & W. J. Meng & Y. L. Chen & H. Z. Shen & N. Lin & S. Su & S. J. Zhuo & T. B. Huang & Y. Xu & X. Yun & J. F. Liu & X, 2018. "Quantifying the rural residential energy transition in China from 1992 to 2012 through a representative national survey," Nature Energy, Nature, vol. 3(7), pages 567-573, July.
    13. Sehjpal, Ritika & Ramji, Aditya & Soni, Anmol & Kumar, Atul, 2014. "Going beyond incomes: Dimensions of cooking energy transitions in rural India," Energy, Elsevier, vol. 68(C), pages 470-477.
    14. Muhammad Umar & Xiangfeng Ji & Dervis Kirikkaleli & Muhammad Shahbaz & Xuemei Zhou, 2020. "Environmental cost of natural resources utilization and economic growth: Can China shift some burden through globalization for sustainable development?," Sustainable Development, John Wiley & Sons, Ltd., vol. 28(6), pages 1678-1688, November.
    15. 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.
    16. Wenfeng Zhou & Chen Qing & Shili Guo & Jia He & Xin Deng & Jiahao Song & Dingde Xu, 2022. "Labor Off-Farm Employment and Farmers’ Cooking Clean Energy Use: Evidence from Rural China," Agriculture, MDPI, vol. 12(7), pages 1-14, July.
    17. Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
    18. Masera, Omar R. & Saatkamp, Barbara D. & Kammen, Daniel M., 2000. "From Linear Fuel Switching to Multiple Cooking Strategies: A Critique and Alternative to the Energy Ladder Model," World Development, Elsevier, vol. 28(12), pages 2083-2103, December.
    19. 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.
    20. 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).
    21. McNamara, Kevin T. & Weiss, Christoph, 2005. "Farm Household Income and On- and Off-Farm Diversification," Journal of Agricultural and Applied Economics, Cambridge University Press, vol. 37(1), pages 37-48, April.
    22. Liu, Pihui & Han, Chuanfeng & Teng, Minmin, 2022. "Does clean cooking energy improve mental health? Evidence from China," Energy Policy, Elsevier, vol. 166(C).
    23. Alem, Yonas & Beyene, Abebe D. & Köhlin, Gunnar & Mekonnen, Alemu, 2016. "Modeling household cooking fuel choice: A panel multinomial logit approach," Energy Economics, Elsevier, vol. 59(C), pages 129-137.
    24. Rema Hanna & Paulina Oliva, 2015. "Moving Up the Energy Ladder: The Effect of an Increase in Economic Well-Being on the Fuel Consumption Choices of the Poor in India," American Economic Review, American Economic Association, vol. 105(5), pages 242-246, May.
    25. Chang, Hung-Hao & Mishra, Ashok, 2008. "Impact of off-farm labor supply on food expenditures of the farm household," Food Policy, Elsevier, vol. 33(6), pages 657-664, December.
    26. Gould, Carlos F. & Urpelainen, Johannes, 2018. "LPG as a clean cooking fuel: Adoption, use, and impact in rural India," Energy Policy, Elsevier, vol. 122(C), pages 395-408.
    27. Gordon L. Carriker & Michael R. Langemeier & Ted C. Schroeder & Allen M. Featherstone, 1993. "Propensity to Consume Farm Family Disposable Income from Separate Sources," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 75(3), pages 739-744.
    28. Chen, Suisui & Zhang, Hongyan & Wang, Shuhong, 2022. "Trade openness, economic growth, and energy intensity in China," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    29. Chen, Yilin & Shen, Huizhong & Zhong, Qirui & Chen, Han & Huang, Tianbo & Liu, Junfeng & Cheng, Hefa & Zeng, Eddy Y. & Smith, Kirk R. & Tao, Shu, 2016. "Transition of household cookfuels in China from 2010 to 2012," Applied Energy, Elsevier, vol. 184(C), pages 800-809.
    30. Aziz, Shakila & Barua, Suborna & Chowdhury, Shahriar Ahmed, 2022. "Cooking energy use in Bangladesh: Evidence from technology and fuel choice," Energy, Elsevier, vol. 250(C).
    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. Zhu, Xiaodong & Zhu, Zheng & Zhu, Bangzhu & Wang, Ping, 2022. "The determinants of energy choice for household cooking in China," Energy, Elsevier, vol. 260(C).
    33. Fernandez-Cornejo, Jorge & Mishra, Ashok K. & Nehring, Richard F. & Hendricks, Chad & Southern, Malaya & Gregory, Alexandra, 2007. "Off-Farm Income, Technology Adoption, And Farm Economic Performance," Economic Research Report 7234, United States Department of Agriculture, Economic Research Service.
    34. Khandker, Shahidur R. & Barnes, Douglas F. & Samad, Hussain A., 2012. "Are the energy poor also income poor? Evidence from India," Energy Policy, Elsevier, vol. 47(C), pages 1-12.
    35. 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.
    36. Dingqiang Sun & Xinyue Yang & Huanguang Qiu, 2022. "Off-farm work and rural residential energy transition: a farm-household model and empirical evidence from China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 14(4), pages 816-831, August.
    37. Kung, James Kai-sing, 2002. "Off-Farm Labor Markets and the Emergence of Land Rental Markets in Rural China," Journal of Comparative Economics, Elsevier, vol. 30(2), pages 395-414, June.
    38. 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).
    39. Aziz, Shakila & Chowdhury, Shahriar Ahmed, 2021. "Determinants of off-grid electrification choice and expenditure: Evidence from Bangladesh," Energy, Elsevier, vol. 219(C).
    40. Zou, Baoling & Luo, Biliang, 2019. "Rural household energy consumption characteristics and determinants in China," Energy, Elsevier, vol. 182(C), pages 814-823.
    41. Rahut, Dil Bahadur & Behera, Bhagirath & Ali, Akhter, 2016. "Patterns and determinants of household use of fuels for cooking: Empirical evidence from sub-Saharan Africa," Energy, Elsevier, vol. 117(P1), pages 93-104.
    42. Linxiu Zhang & Yongqing Dong & Chengfang Liu & Yunli Bai, 2018. "Off-farm employment over the past four decades in rural China," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 10(2), pages 190-214, May.
    43. Daioglou, Vassilis & van Ruijven, Bas J. & van Vuuren, Detlef P., 2012. "Model projections for household energy use in developing countries," Energy, Elsevier, vol. 37(1), pages 601-615.
    44. Dongzagla, Alfred & Adams, Abdul-Moomin, 2022. "Determinants of urban household choice of cooking fuel in Ghana: Do socioeconomic and demographic factors matter?," Energy, Elsevier, vol. 256(C).
    45. Martey, Edward & Etwire, Prince Maxwell & Adusah-Poku, Frank & Akoto, Isaac, 2022. "Off-farm work, cooking energy choice and time poverty in Ghana: An empirical analysis," Energy Policy, Elsevier, vol. 163(C).
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