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Air pollution and academic performance: Evidence from India

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  • Balakrishnan, Uttara
  • Tsaneva, Magda

Abstract

Health and well-being during childhood are vital for shaping human capital accumulation. In India, exposure to pollution is increasingly one of the greatest public health challenges facing the country. In this context, we examine the impact of short-run exposure to air pollution on children’s academic performance. Using a large-scale dataset from 2008 to 2014, we causally estimate the impacts of contemporaneous air pollution on reading and math outcomes for children aged 5–16 years in rural India. To overcome endogeneity concerns, we use thermal inversions as an instrument for air pollution. We show that high levels of contemporaneous air pollution significantly reduce varying levels of reading outcomes by 1.11–2.39 percentage points and math outcomes by 0.53–1.90 percentage points, with girls and older children witnessing a larger decline. We find that school attendance is the main mechanism explaining these impacts.

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  • Balakrishnan, Uttara & Tsaneva, Magda, 2021. "Air pollution and academic performance: Evidence from India," World Development, Elsevier, vol. 146(C).
    • Handle: RePEc:eee:wdevel:v:146:y:2021:i:c:s0305750x21001686
    DOI: 10.1016/j.worlddev.2021.105553
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    1. Michael Greenstone & Rema Hanna, 2014. "Environmental Regulations, Air and Water Pollution, and Infant Mortality in India," American Economic Review, American Economic Association, vol. 104(10), pages 3038-3072, October.
    2. George Psacharopoulos, 1985. "Returns to Education: A Further International Update and Implications," Journal of Human Resources, University of Wisconsin Press, vol. 20(4), pages 583-604.
    3. Eva Arceo & Rema Hanna & Paulina Oliva, 2016. "Does the Effect of Pollution on Infant Mortality Differ Between Developing and Developed Countries? Evidence from Mexico City," Economic Journal, Royal Economic Society, vol. 126(591), pages 257-280, March.
    4. Petia Topalova, 2010. "Factor Immobility and Regional Impacts of Trade Liberalization: Evidence on Poverty from India," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 1-41, October.
    5. Jans, Jenny & Johansson, Per & Nilsson, J. Peter, 2018. "Economic status, air quality, and child health: Evidence from inversion episodes," Journal of Health Economics, Elsevier, vol. 61(C), pages 220-232.
    6. Kazuo Yamaguchi, 1989. "A formal theory for male-preferring stopping rules of childbearing: sex differences in birth order and in the number of siblings," Demography, Springer;Population Association of America (PAA), vol. 26(3), pages 451-465, August.
    7. Marcotte, Dave E., 2017. "Something in the air? Air quality and children's educational outcomes," Economics of Education Review, Elsevier, vol. 56(C), pages 141-151.
    8. Anjali Adukia, 2017. "Sanitation and Education," American Economic Journal: Applied Economics, American Economic Association, vol. 9(2), pages 23-59, April.
    9. Marta Rubio-Codina & Orazio Attanasio & Costas Meghir & Natalia Varela & Sally Grantham-McGregor, 2015. "The Socioeconomic Gradient of Child Development: Cross-Sectional Evidence from Children 6–42 Months in Bogota," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 464-483.
    10. Singh, Prachi & Dey, Sagnik & Chowdhury, Sourangsu, 2019. "Early Life Exposure to Pollution: Eect of Seasonal Open Biomass Burning on Child Health in India," 2019 Conference (63rd), February 12-15, 2019, Melbourne, Australia 285036, Australian Agricultural and Resource Economics Society (AARES).
    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. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers II: Teacher Value-Added and Student Outcomes in Adulthood," American Economic Review, American Economic Association, vol. 104(9), pages 2633-2679, September.
    13. Nicolas Gendron-Carrier & Marco Gonzalez-Navarro & Stefano Polloni & Matthew A. Turner, 2022. "Subways and Urban Air Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 14(1), pages 164-196, January.
    14. Manisha Shah & Bryce Millett Steinberg, 2017. "Drought of Opportunities: Contemporaneous and Long-Term Impacts of Rainfall Shocks on Human Capital," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 527-561.
    15. Avraham Ebenstein & Victor Lavy & Sefi Roth, 2016. "The Long-Run Economic Consequences of High-Stakes Examinations: Evidence from Transitory Variation in Pollution," American Economic Journal: Applied Economics, American Economic Association, vol. 8(4), pages 36-65, October.
    16. Kenneth Y. Chay & Michael Greenstone, 2003. "The Impact of Air Pollution on Infant Mortality: Evidence from Geographic Variation in Pollution Shocks Induced by a Recession," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 1121-1167.
    17. Janet Currie & Eric A. Hanushek & E. Megan Kahn & Matthew Neidell & Steven G. Rivkin, 2009. "Does Pollution Increase School Absences?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 682-694, November.
    18. Esther Duflo & Michael Greenstone & Nicholas Ryan, 2013. "Truth-telling by Third-party Auditors and the Response of Polluting Firms: Experimental Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(4), pages 1499-1545.
    19. Prashant Bharadwaj & Matthew Gibson & Joshua Graff Zivin & Christopher Neilson, 2017. "Gray Matters: Fetal Pollution Exposure and Human Capital Formation," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 4(2), pages 505-542.
    20. Claudia Goldin & Lawrence F. Katz, 2007. "Long-Run Changes in the Wage Structure: Narrowing, Widening, Polarizing," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 38(2), pages 135-168.
    21. Laura Zimmermann, 2012. "Reconsidering Gender Bias in Intrahousehold Allocation in India," Journal of Development Studies, Taylor & Francis Journals, vol. 48(1), pages 151-163, September.
    22. Bloom, David E. & Canning, David & Hu, Linlin & Liu, Yuanli & Mahal, Ajay & Yip, Winnie, 2010. "The contribution of population health and demographic change to economic growth in China and India," Journal of Comparative Economics, Elsevier, vol. 38(1), pages 17-33, March.
    23. Silvia Helena Barcellos & Leandro S. Carvalho & Adriana Lleras-Muney, 2014. "Child Gender and Parental Investments in India: Are Boys and Girls Treated Differently?," American Economic Journal: Applied Economics, American Economic Association, vol. 6(1), pages 157-189, January.
    24. Gupta, Aashish & Spears, Dean, 2017. "Health externalities of India's expansion of coal plants: Evidence from a national panel of 40,000 households," Journal of Environmental Economics and Management, Elsevier, vol. 86(C), pages 262-276.
    25. Teevrat Garg & Maulik Jagnani & Vis Taraz, 2020. "Temperature and Human Capital in India," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 7(6), pages 1113-1150.
    26. Matthew Neidell, 2009. "Information, Avoidance Behavior, and Health: The Effect of Ozone on Asthma Hospitalizations," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    27. Tanaka, Shinsuke, 2015. "Environmental regulations on air pollution in China and their impact on infant mortality," Journal of Health Economics, Elsevier, vol. 42(C), pages 90-103.
    28. Deschenes, Olivier & Wang, Huixia & Wang, Si & Zhang, Peng, 2020. "The effect of air pollution on body weight and obesity: Evidence from China," Journal of Development Economics, Elsevier, vol. 145(C).
    29. Janet Currie & Joshua Graff Zivin & Jamie Mullins & Matthew Neidell, 2014. "What Do We Know About Short- and Long-Term Effects of Early-Life Exposure to Pollution?," Annual Review of Resource Economics, Annual Reviews, vol. 6(1), pages 217-247, October.
    30. Teresa Molina, 0. "Pollution, Ability, and Gender-Specific Investment Responses to Shocks," Journal of the European Economic Association, European Economic Association, vol. 19(1), pages 580-619.
    31. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    32. Takashi KUROSAKI & Seiro ITO & Nobuhiko FUWA & Kensuke KUBO & Yasuyuki SAWADA, 2006. "Child Labor And School Enrollment In Rural India: Whose Education Matters?," The Developing Economies, Institute of Developing Economies, vol. 44(4), pages 440-464, December.
    33. Clément Imbert & John Papp, 2015. "Labor Market Effects of Social Programs: Evidence from India's Employment Guarantee," American Economic Journal: Applied Economics, American Economic Association, vol. 7(2), pages 233-263, April.
    34. Rosenzweig, Mark R & Schultz, T Paul, 1982. "Market Opportunities, Genetic Endowments, and Intrafamily Resource Distribution: Child Survival in Rural India," American Economic Review, American Economic Association, vol. 72(4), pages 803-815, September.
    35. Supreet Kaur, 2019. "Nominal Wage Rigidity in Village Labor Markets," American Economic Review, American Economic Association, vol. 109(10), pages 3585-3616, October.
    36. Andrew Foster & Emilio Gutierrez & Naresh Kumar, 2009. "Voluntary Compliance, Pollution Levels, and Infant Mortality in Mexico," American Economic Review, American Economic Association, vol. 99(2), pages 191-197, May.
    37. Alaka Malwade Basu, 1999. "Fertility Decline and Increasing Gender Imbalance in India, Including a Possible South Indian Turnaround," Development and Change, International Institute of Social Studies, vol. 30(2), pages 237-263, April.
    38. Olivier Deschênes & Michael Greenstone, 2007. "The Economic Impacts of Climate Change: Evidence from Agricultural Output and Random Fluctuations in Weather," American Economic Review, American Economic Association, vol. 97(1), pages 354-385, March.
    39. Luke Keele & Steve Harris & Samuel D. Pimentel & Richard Grieve, 2020. "Stronger instruments and refined covariate balance in an observational study of the effectiveness of prompt admission to intensive care units," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 183(4), pages 1501-1521, October.
    40. Janke, Katharina, 2014. "Air pollution, avoidance behaviour and children's respiratory health: Evidence from England," Journal of Health Economics, Elsevier, vol. 38(C), pages 23-42.
    41. José Luis Montiel Olea & Carolin Pflueger, 2013. "A Robust Test for Weak Instruments," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 31(3), pages 358-369, July.
    42. Panle Jia Barwick & Shanjun Li & Liguo Lin & Eric Zou, 2019. "From Fog to Smog: the Value of Pollution Information," NBER Working Papers 26541, National Bureau of Economic Research, Inc.
    43. Srinivas Bikkina & August Andersson & Elena N. Kirillova & Henry Holmstrand & Suresh Tiwari & A. K. Srivastava & D. S. Bisht & Örjan Gustafsson, 2019. "Air quality in megacity Delhi affected by countryside biomass burning," Nature Sustainability, Nature, vol. 2(3), pages 200-205, March.
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    Cited by:

    1. Nikolai Cook, Anthony Heyes, Nicholas Rivers, 2023. "Clean Air and Cognitive Productivity: Effect and Adaptation," LCERPA Working Papers bm0137, Laurier Centre for Economic Research and Policy Analysis.
    2. Gallé, Johannes, 2023. "City Shape and Air Pollution," Ruhr Economic Papers 1012, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    3. Bao, Yanxi & Liao, Tingxuan, 2024. "Multidimensional poverty and growth: Evidence from India 1998–2021," Economic Modelling, Elsevier, vol. 130(C).
    4. Damini Singh & Indrani Gupta & Sagnik Dey, 2022. "Effect of Air Pollution on Cognitive Performance in India," IEG Working Papers 452, Institute of Economic Growth.
    5. Dang, Hai-Anh H. & Do, Minh N. N. & Cuong Viet Nguyen, 2024. "The impacts of climate change and air pollution on children's education outcomes: Evidence from Vietnam," GLO Discussion Paper Series 1464, Global Labor Organization (GLO).
    6. Bellani, Luna & Ceolotto, Stefano & Elsner, Benjamin & Pestel, Nico, 2021. "Air Pollution Affects Decision-Making: Evidence from the Ballot Box," IZA Discussion Papers 14718, Institute of Labor Economics (IZA).
    7. Carolyn Chisadza & Matthew Clance & Xin Sheng & Rangan Gupta, 2023. "Climate Change and Inequality: Evidence from the United States," Sustainability, MDPI, vol. 15(6), pages 1-11, March.
    8. Brooks, Nina & Biswas, Debashish & Hossin, Raduan & Yu, Alexander & Saha, Shampa & Saha, Senjuti & Saha, Samir K. & Luby, Stephen P., 2023. "Health consequences of small-scale industrial pollution: Evidence from the brick sector in Bangladesh," World Development, Elsevier, vol. 170(C).
    9. Tafesse, Wiktoria, 2022. "The effect of Universal Salt Iodization on cognitive test scores in rural India," World Development, Elsevier, vol. 152(C).
    10. Zhenyu Yao & Wei Zhang & Xinde Ji & Weizhe Weng, 2023. "Short-Term Exposure to Air Pollution and Cognitive Performance: New Evidence from China’s College English Test," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 85(1), pages 211-237, May.
    11. Guo, Liwen & Cheng, Zhiming & Tani, Massimiliano & Cook, Sarah, 2024. "Air pollution and education investment," Energy Economics, Elsevier, vol. 132(C).
    12. Evans, David K. & Mendez Acosta, Amina, 2023. "How to measure student absenteeism in low- and middle-income countries," Economics of Education Review, Elsevier, vol. 96(C).

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    More about this item

    Keywords

    Air pollution; Academic performance; Thermal inversions; India;
    All these keywords.

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns

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