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Adding fuel to human capital: Exploring the educational effects of cooking fuel choice from rural India

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  • Shreya Biswas
  • Upasak Das

Abstract

The study examines the effect of cooking fuel choice on educational outcomes of adolescent children in rural India. Using multiple large-scale nationally representative datasets, we observe household solid fuel usage to adversely impact school attendance, years of schooling and age-appropriate grade progression among children. This inference is robust to alternative ways of measuring educational outcomes, other datasets, specifications and estimation techniques. Importantly, the effect is found to be more pronounced for females in comparison to the males highlighting the gendered nature of the impact. On exploring possible pathways, we find that the direct time substitution on account of solid fuel collection and preparation can explain the detrimental educational outcomes that include learning outcomes as well, even though we are unable to reject the health channel. In the light of the micro and macro level vulnerabilities posed by the COVID-19 outbreak, the paper recommends interventions that have the potential to fasten the household energy transition towards clean fuel in the post-covid world.

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  • Shreya Biswas & Upasak Das, 2021. "Adding fuel to human capital: Exploring the educational effects of cooking fuel choice from rural India," Papers 2106.01815, arXiv.org.
  • Handle: RePEc:arx:papers:2106.01815
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    1. Anjali Adukia & Sam Asher & Paul Novosad, 2020. "Educational Investment Responses to Economic Opportunity: Evidence from Indian Road Construction," American Economic Journal: Applied Economics, American Economic Association, vol. 12(1), pages 348-376, January.
    2. Choudhuri, Pallavi & Desai, Sonalde, 2021. "Lack of access to clean fuel and piped water and children’s educational outcomes in rural India," World Development, Elsevier, vol. 145(C).
    3. World Bank, 2020. "The COVID-19 Pandemic [Pandémie De Covid-19]," World Bank Publications - Reports 33696, The World Bank Group.
    4. Shupler, Matthew & Mwitari, James & Gohole, Arthur & Anderson de Cuevas, Rachel & Puzzolo, Elisa & Čukić, Iva & Nix, Emily & Pope, Daniel, 2021. "COVID-19 impacts on household energy & food security in a Kenyan informal settlement: The need for integrated approaches to the SDGs," Renewable and Sustainable Energy Reviews, Elsevier, vol. 144(C).
    5. Naila Kabeer & Shahra Razavi & Yana van der Meulen Rodgers, 2021. "Feminist Economic Perspectives on the COVID-19 Pandemic," Feminist Economics, Taylor & Francis Journals, vol. 27(1-2), pages 1-29, April.
    6. Angus Deaton, 2005. "Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 1-19, February.
    7. Gupta, Aashish, 2019. "Where there is smoke: Solid fuel externalities, gender, and adult respiratory health in India," SocArXiv 45fn6, Center for Open Science.
    8. Awaworyi Churchill, Sefa & Smyth, Russell & Farrell, Lisa, 2020. "Fuel poverty and subjective wellbeing," Energy Economics, Elsevier, vol. 86(C).
    9. Lehne, Jonathan & Shapiro, Jacob N. & Vanden Eynde, Oliver, 2018. "Building connections: Political corruption and road construction in India," Journal of Development Economics, Elsevier, vol. 131(C), pages 62-78.
    10. Dang, Hai-Anh H. & Viet Nguyen, Cuong, 2021. "Gender inequality during the COVID-19 pandemic: Income, expenditure, savings, and job loss," World Development, Elsevier, vol. 140(C).
    11. Chakraborty, Tanika & Jayaraman, Rajshri, 2019. "School feeding and learning achievement: Evidence from India's midday meal program," Journal of Development Economics, Elsevier, vol. 139(C), pages 249-265.
    12. Hoang, Anh Tuan & Sandro Nižetić, & Olcer, Aykut I. & Ong, Hwai Chyuan & Chen, Wei-Hsin & Chong, Cheng Tung & Thomas, Sabu & Bandh, Suhaib A. & Nguyen, Xuan Phuong, 2021. "Impacts of COVID-19 pandemic on the global energy system and the shift progress to renewable energy: Opportunities, challenges, and policy implications," Energy Policy, Elsevier, vol. 154(C).
    13. Jean Drèze & Geeta Gandhi Kingdon, 2001. "School Participation in Rural India," Review of Development Economics, Wiley Blackwell, vol. 5(1), pages 1-24, February.
    14. Sharon Maccini & Dean Yang, 2009. "Under the Weather: Health, Schooling, and Economic Consequences of Early-Life Rainfall," American Economic Review, American Economic Association, vol. 99(3), pages 1006-1026, June.
    15. 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.
    16. Angus Deaton, 2005. "ERRATUM: Measuring Poverty in a Growing World (or Measuring Growth in a Poor World)," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 395-395, May.
    17. Alberto Alesina & Ekaterina Zhuravskaya, 2011. "Segregation and the Quality of Government in a Cross Section of Countries," American Economic Review, American Economic Association, vol. 101(5), pages 1872-1911, August.
    18. M. Niaz Asadullah & Zaki Wahhaj, 2019. "Early Marriage, Social Networks and the Transmission of Norms," Economica, London School of Economics and Political Science, vol. 86(344), pages 801-831, October.
    19. Asher, Sam & Garg, Teevrat & Novosad, Paul, 2018. "The Ecological Footprint of Transportation Infrastructure," 2018 Annual Meeting, August 5-7, Washington, D.C. 274246, Agricultural and Applied Economics Association.
    20. Kaivan Munshi & Mark Rosenzweig, 2016. "Networks and Misallocation: Insurance, Migration, and the Rural-Urban Wage Gap," American Economic Review, American Economic Association, vol. 106(1), pages 46-98, January.
    21. 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).
    22. 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).
    23. Edward Miguel & Michael Kremer, 2004. "Worms: Identifying Impacts on Education and Health in the Presence of Treatment Externalities," Econometrica, Econometric Society, vol. 72(1), pages 159-217, January.
    24. Smith, L. Vanessa & Tarui, Nori & Yamagata, Takashi, 2021. "Assessing the impact of COVID-19 on global fossil fuel consumption and CO2 emissions," Energy Economics, Elsevier, vol. 97(C).
    25. Edwards, John H. Y. & Langpap, Christian, 2012. "Fuel choice, indoor air pollution and children's health," Environment and Development Economics, Cambridge University Press, vol. 17(4), pages 379-406, August.
    26. Muzna Alvi & Manavi Gupta, 2020. "Learning in times of lockdown: how Covid-19 is affecting education and food security in India," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(4), pages 793-796, August.
    27. Wagura Ndiritu, Simon & Nyangena, Wilfred, 2010. "Environmental Goods Collection and Children’s Schooling: Evidence from Kenya," RFF Working Paper Series dp-10-18-efd, Resources for the Future.
    28. Upasak Das, 2021. "Rural employment guarantee programme in India and its impact on household educational decisions: A focus on private coaching," Journal of International Development, John Wiley & Sons, Ltd., vol. 33(6), pages 1005-1025, August.
    29. Marinescu, Ioana & Ouss, Ivan & Pape, Louis-Daniel, 2021. "Wages, hires, and labor market concentration," Journal of Economic Behavior & Organization, Elsevier, vol. 184(C), pages 506-605.
    30. 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.
    31. Timothy G. Conley & Christian B. Hansen & Peter E. Rossi, 2012. "Plausibly Exogenous," The Review of Economics and Statistics, MIT Press, vol. 94(1), pages 260-272, February.
    32. Rajeev H. Dehejia & Sadek Wahba, 2002. "Propensity Score-Matching Methods For Nonexperimental Causal Studies," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 151-161, February.
    33. Geeta Gandhi Kingdon, 1998. "Does the labour market explain lower female schooling in India?," Journal of Development Studies, Taylor & Francis Journals, vol. 35(1), pages 39-65.
    34. 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.
    35. McArthur, John W. & McCord, Gordon C., 2017. "Fertilizing growth: Agricultural inputs and their effects in economic development," Journal of Development Economics, Elsevier, vol. 127(C), pages 133-152.
    36. Sam Asher & Paul Novosad, 2017. "Politics and Local Economic Growth: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 9(1), pages 229-273, January.
    37. Eric Edmonds, 2006. "Understanding sibling differences in child labor," Journal of Population Economics, Springer;European Society for Population Economics, vol. 19(4), pages 795-821, October.
    38. Ambrus, Attila & Field, Erica, 2008. "Early Marriage, Age of Menarche, and Female Schooling Attainment in Bangladesh," Scholarly Articles 3200264, Harvard University Department of Economics.
    39. World Bank, 2020. "World Development Report 2020," World Bank Publications - Books, The World Bank Group, number 32437, December.
    40. Nankhuni, Flora J. & Findeis, Jill L., 2004. "Natural resource-collection work and children's schooling in Malawi," Agricultural Economics, Blackwell, vol. 31(2-3), pages 123-134, December.
    41. Hoyt Bleakley, 2007. "Disease and Development: Evidence from Hookworm Eradication in the American South," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 73-117.
    42. Liu, Ziming & Li, Jia & Rommel, Jens & Feng, Shuyi, 2020. "Health impacts of cooking fuel choice in rural China," Energy Economics, Elsevier, vol. 89(C).
    43. Abhishek Kar & Shonali Pachauri & Rob Bailis & Hisham Zerriffi, 2019. "Using sales data to assess cooking gas adoption and the impact of India’s Ujjwala programme in rural Karnataka," Nature Energy, Nature, vol. 4(9), pages 806-814, September.
    44. Bhatt, B. P. & Sachan, M. S., 2004. "Firewood consumption pattern of different tribal communities in Northeast India," Energy Policy, Elsevier, vol. 32(1), pages 1-6, January.
    45. Carlos F. Gould & Johannes Urpelainen, 2020. "The Gendered Nature of Liquefied Petroleum Gas Stove Adoption and Use in Rural India," Journal of Development Studies, Taylor & Francis Journals, vol. 56(7), pages 1309-1329, June.
    46. Blom, Andreas & Saeki, Hiroshi, 2011. "Employability and skill set of newly graduated engineers in India," Policy Research Working Paper Series 5640, The World Bank.
    47. Papa A. Seck & Jessamyn O. Encarnacion & Cecilia Tinonin & Sara Duerto-Valero, 2021. "Gendered Impacts of COVID-19 in Asia and the Pacific: Early Evidence on Deepening Socioeconomic Inequalities in Paid and Unpaid Work," Feminist Economics, Taylor & Francis Journals, vol. 27(1-2), pages 117-132, April.
    48. Tembo, Solomon T. & Mulenga, Brian P. & Sitko, Nicholas, 2015. "Cooking Fuel Choice in Urban Zambia: Implications on Forest Cover," Food Security Collaborative Working Papers 202883, Michigan State University, Department of Agricultural, Food, and Resource Economics.
    49. Jeemol Unni, 2016. "Skill Gaps and Employability: Higher Education in India," Journal of Development Policy and Practice, , vol. 1(1), pages 18-34, January.
    50. Jagger, Pamela & Shively, Gerald, 2014. "Land use change, fuel use and respiratory health in Uganda," Energy Policy, Elsevier, vol. 67(C), pages 713-726.
    51. Lahoti, Rahul & Sahoo, Soham, 2020. "Are educated leaders good for education? Evidence from India," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 42-62.
    52. Dil Bahadur Rahut & Akhter Ali & Khondoker Abdul Mottaleb & Jeetendra Prakash Aryal, 2020. "Understanding Households’ Choice of Cooking Fuels: Evidence from Urban Households in Pakistan," Asian Development Review, MIT Press, vol. 37(1), pages 185-212, March.
    53. Sonalde Desai & Neerad Deshmukh & Santanu Pramanik, 2021. "Precarity in a Time of Uncertainty: Gendered Employment Patterns during the Covid-19 Lockdown in India," Feminist Economics, Taylor & Francis Journals, vol. 27(1-2), pages 152-172, April.
    54. Erica Field & Attila Ambrus, 2008. "Early Marriage, Age of Menarche, and Female Schooling Attainment in Bangladesh," Journal of Political Economy, University of Chicago Press, vol. 116(5), pages 881-930, October.
    55. Rahut, Dil Bahadur & Behera, Bhagirath & Ali, Akhter & Marenya, Paswel, 2017. "A ladder within a ladder: Understanding the factors influencing a household's domestic use of electricity in four African countries," Energy Economics, Elsevier, vol. 66(C), pages 167-181.
    56. Neff, Daniel & Sen, Kunal & Kling, Veronika, 2012. "The Puzzling Decline in Rural Women's Labor Force Participation in India: A Reexamination," GIGA Working Papers 196, GIGA German Institute of Global and Area Studies.
    57. Deborah Levison & Deborah S. DeGraff & Esther W. Dungumaro, 2018. "Implications of Environmental Chores for Schooling: Children’s Time Fetching Water and Firewood in Tanzania," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 30(2), pages 217-234, April.
    58. World Bank, 2018. "World Development Report 2018 [Rapport sur le développement dans le monde 2018]," World Bank Publications - Books, The World Bank Group, number 28340, December.
    59. Shupler, Matthew & O'Keefe, Mark & Puzzolo, Elisa & Nix, Emily & Anderson de Cuevas, Rachel & Mwitari, James & Gohole, Arthur & Sang, Edna & Čukić, Iva & Menya, Diana & Pope, Daniel, 2021. "Pay-as-you-go liquefied petroleum gas supports sustainable clean cooking in Kenyan informal urban settlement during COVID-19 lockdown," Applied Energy, Elsevier, vol. 292(C).
    60. Roychowdhury, Punarjit, 2019. "Peer effects in consumption in India: An instrumental variables approach using negative idiosyncratic shocks," World Development, Elsevier, vol. 114(C), pages 122-137.
    61. Robert Jensen, 2010. "The (Perceived) Returns to Education and the Demand for Schooling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(2), pages 515-548.
    62. Ding, Weili & Lehrer, Steven F. & Rosenquist, J.Niels & Audrain-McGovern, Janet, 2009. "The impact of poor health on academic performance: New evidence using genetic markers," Journal of Health Economics, Elsevier, vol. 28(3), pages 578-597, May.
    63. Ranjula Bali Swain & Fan Yang Wallentin, 2009. "Does microfinance empower women? Evidence from self-help groups in India," International Review of Applied Economics, Taylor & Francis Journals, vol. 23(5), pages 541-556.
    64. Mark M. Pitt & Shahidur R. Khandker, 1998. "The Impact of Group-Based Credit Programs on Poor Households in Bangladesh: Does the Gender of Participants Matter?," Journal of Political Economy, University of Chicago Press, vol. 106(5), pages 958-996, October.
    65. Hsu, Eric & Forougi, Noah & Gan, Meixi & Muchiri, Elizabeth & Pope, Dan & Puzzolo, Elisa, 2021. "Microfinance for clean cooking: What lessons can be learned for scaling up LPG adoption in Kenya through managed loans?," Energy Policy, Elsevier, vol. 154(C).
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    Cited by:

    1. Ritika Jain & Shreya Biswas, 2021. "The road to safety- Examining the nexus between road infrastructure and crime in rural India," Papers 2112.07314, arXiv.org.
    2. Nigel Scott & Jerome Nsengiyaremye & Jacob Fodio Todd & Jon Leary, 2023. "Cooking Fuel Choice and Wellbeing: A Global Perspective," Energies, MDPI, vol. 16(18), pages 1-22, September.
    3. Yongtian Zhu & Shigemitsu Shibasaki & Rui Guan & Jin Yu, 2023. "Poverty Alleviation Relocation, Fuelwood Consumption and Gender Differences in Human Capital Improvement," IJERPH, MDPI, vol. 20(2), pages 1-17, January.
    4. Sania Ashraf & Cristina Bicchieri & Upasak Das & Tanu Gupta & Alex Shpenev, 2024. "Learning from diversity: ``jati" fractionalization, social expectations and improved sanitation practices in India," Discussion Papers 24-01, Indian Statistical Institute, Delhi.
    5. Li, Meng & Zhou, Shaojie, 2023. "Pollutive cooking fuels and rural labor supply: Evidence from a large-scale population census in China," Energy Policy, Elsevier, vol. 183(C).
    6. Guadalupe Pérez & Jorge M. Islas-Samperio & Genice K. Grande-Acosta & Fabio Manzini, 2022. "Socioeconomic and Environmental Aspects of Traditional Firewood for Cooking on the Example of Rural and Peri-Urban Mexican Households," Energies, MDPI, vol. 15(13), pages 1-30, July.
    7. Zheng, Linyi, 2023. "Impact of off-farm employment on cooking fuel choices: Implications for rural-urban transformation in advancing sustainable energy transformation," Energy Economics, Elsevier, vol. 118(C).
    8. Sania Ashraf & Cristina Bicchieri & Upasak Das & Tanu Gupta & Alex Shpenev, 2023. "Learning from diversity: jati fractionalization, social expectations and improved sanitation practices in India," Papers 2312.15221, arXiv.org.

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    JEL classification:

    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education

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