IDEAS home Printed from https://ideas.repec.org/p/iza/izadps/dp9440.html
   My bibliography  Save this paper

Drought of Opportunities: Contemporaneous and Long-Term Impacts of Rainfall Shocks on Human Capital

Author

Listed:
  • Shah, Manisha

    (University of California, Los Angeles)

  • Millett Steinberg, Bryce

    (Harvard University)

Abstract

Higher wages are generally thought to increase human capital production, particularly in the developing world. We introduce a simple model of human capital production in which investments and time allocation differ by age. Using data on test scores and schooling from rural India, we show that higher wages increase human capital investment in early life (in utero to age 2) but decrease human capital from ages 5-16. Positive rainfall shocks increase wages by 2% and decrease math test scores by 2-5% of a standard deviation, school attendance by 2 percentage points, and the probability that a child is enrolled in school by 1 percentage point. These results are long-lasting; adults complete 0.2 fewer total years of schooling for each year of exposure to a positive rainfall shock from ages 11-13. We show that children are switching out of school enrollment into productive work when rainfall is higher. These results suggest that the opportunity cost of schooling, even for fairly young children, is an important factor in determining overall human capital investment.

Suggested Citation

  • Shah, Manisha & Millett Steinberg, Bryce, 2015. "Drought of Opportunities: Contemporaneous and Long-Term Impacts of Rainfall Shocks on Human Capital," IZA Discussion Papers 9440, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp9440
    as

    Download full text from publisher

    File URL: https://docs.iza.org/dp9440.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Heather Royer, 2009. "Separated at Girth: US Twin Estimates of the Effects of Birth Weight," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 49-85, January.
    2. Grant Miller & B. Piedad Urdinola, 2010. "Cyclicality, Mortality, and the Value of Time: The Case of Coffee Price Fluctuations and Child Survival in Colombia," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 113-155, February.
    3. Nazmul Chaudhury & Jeffrey Hammer & Michael Kremer & Karthik Muralidharan & F. Halsey Rogers, 2006. "Missing in Action: Teacher and Health Worker Absence in Developing Countries," Journal of Economic Perspectives, American Economic Association, vol. 20(1), pages 91-116, Winter.
    4. Kenneth I. Wolpin & Mark R. Rosenzweig, 2000. "Natural "Natural Experiments" in Economics," Journal of Economic Literature, American Economic Association, vol. 38(4), pages 827-874, December.
    5. James Heckman & Flavio Cunha, 2007. "The Technology of Skill Formation," American Economic Review, American Economic Association, vol. 97(2), pages 31-47, May.
    6. 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.
    7. Kruger, Diana I., 2007. "Coffee production effects on child labor and schooling in rural Brazil," Journal of Development Economics, Elsevier, vol. 82(2), pages 448-463, March.
    8. Hanan G. Jacoby & Emmanuel Skoufias, 1997. "Risk, Financial Markets, and Human Capital in a Developing Country," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(3), pages 311-335.
    9. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2007. "From the Cradle to the Labor Market? The Effect of Birth Weight on Adult Outcomes," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(1), pages 409-439.
    10. Gordon B. Dahl & Lance Lochner, 2012. "The Impact of Family Income on Child Achievement: Evidence from the Earned Income Tax Credit," American Economic Review, American Economic Association, vol. 102(5), pages 1927-1956, August.
    11. Norbert R. Schady, 2004. "Do Macroeconomic Crises Always Slow Human Capital Accumulation?," The World Bank Economic Review, World Bank, vol. 18(2), pages 131-154.
    12. Eric V. Edmonds & Nina Pavcnik & Petia Topalova, 2010. "Trade Adjustment and Human Capital Investments: Evidence from Indian Tariff Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 42-75, October.
    13. Janet Currie & Tom Vogl, 2013. "Early-Life Health and Adult Circumstance in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 5(1), pages 1-36, May.
    14. Manisha Shah & Bryce Millett Steinberg, 2021. "Workfare and Human Capital Investment: Evidence from India," Journal of Human Resources, University of Wisconsin Press, vol. 56(2), pages 380-405.
    15. Clément Imbert & John Papp, 2012. "Equilibrium Distributional Impacts of Government. Employment Programs: Evidence from India's Employment Guarantee," PSE Working Papers halshs-00680451, HAL.
    16. Duryea, Suzanne & Arends-Kuenning, Mary, 2003. "School Attendance, Child Labor and Local Labor Market Fluctuations in Urban Brazil," World Development, Elsevier, vol. 31(7), pages 1165-1178, July.
    17. Curriero, F.C. & Patz, J.A. & Rose, J.B. & Lele, S., 2001. "The association between extreme precipitation and waterborne disease outbreaks in the United States, 1948-1994," American Journal of Public Health, American Public Health Association, vol. 91(8), pages 1194-1199.
    18. David Atkin, 2016. "Endogenous Skill Acquisition and Export Manufacturing in Mexico," American Economic Review, American Economic Association, vol. 106(8), pages 2046-2085, August.
    19. Olivier Deschenes & Michael Greenstone & Jonathan Guryan, 2009. "Climate Change and Birth Weight," American Economic Review, American Economic Association, vol. 99(2), pages 211-217, May.
    20. Seema Jayachandran, 2006. "Selling Labor Low: Wage Responses to Productivity Shocks in Developing Countries," Journal of Political Economy, University of Chicago Press, vol. 114(3), pages 538-575, June.
    21. Banerjee, Abhijit & Somanathan, Rohini, 2007. "The political economy of public goods: Some evidence from India," Journal of Development Economics, Elsevier, vol. 82(2), pages 287-314, March.
    22. Anne Case & Christina Paxson, 2008. "Stature and Status: Height, Ability, and Labor Market Outcomes," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 499-532, June.
    23. Rose, Elaina, 2001. "Ex ante and ex post labor supply response to risk in a low-income area," Journal of Development Economics, Elsevier, vol. 64(2), pages 371-388, April.
    24. Petia Topalova, 2007. "Trade Liberalization, Poverty and Inequality: Evidence from Indian Districts," NBER Chapters, in: Globalization and Poverty, pages 291-336, National Bureau of Economic Research, Inc.
    25. 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.
    26. Richard Akresh & Emilie Bagby & Damien de Walque & Harounan Kazianga, 2012. "Child Ability and Household Human Capital Investment Decisions in Burkina Faso," Economic Development and Cultural Change, University of Chicago Press, vol. 61(1), pages 157-186.
    27. Douglas Almond & Janet Currie, 2011. "Killing Me Softly: The Fetal Origins Hypothesis," Journal of Economic Perspectives, American Economic Association, vol. 25(3), pages 153-172, Summer.
    28. Erlend Berg & Sambit Bhattacharyya & Rajasekhar Durgam & Manjula Ramachandra, 2012. "Can Rural Public Works Affect Agricultural Wages? Evidence from India," CSAE Working Paper Series 2012-05, Centre for the Study of African Economies, University of Oxford.
    29. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    30. 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.
    31. Kerwin Kofi Charles & Erik Hurst & Matthew J. Notowidigdo, 2018. "Housing Booms and Busts, Labor Market Opportunities, and College Attendance," American Economic Review, American Economic Association, vol. 108(10), pages 2947-2994, October.
    32. Funkhouser, Edward, 1999. "Cyclical economic conditions and school attendance in Costa Rica," Economics of Education Review, Elsevier, vol. 18(1), pages 31-50, February.
    33. Talia Bar & Kaushik Basu, 2009. "Children, Education, Labor, and Land: In The Long Run and Short Run," Journal of the European Economic Association, MIT Press, vol. 7(2-3), pages 487-497, 04-05.
    34. Manski, Charles F, 1990. "Nonparametric Bounds on Treatment Effects," American Economic Review, American Economic Association, vol. 80(2), pages 319-323, May.
    35. Elizabeth U. Cascio & Ayushi Narayan, 2022. "Who Needs a Fracking Education? The Educational Response to Low-Skill-Biased Technological Change," ILR Review, Cornell University, ILR School, vol. 75(1), pages 56-89, January.
    36. Pratham Pratham, 2010. "Annual Status of Education Report (Rural) 2009 (Provisional)," Working Papers id:2373, eSocialSciences.
    37. Flavio Cunha & James J. Heckman, 2008. "Formulating, Identifying and Estimating the Technology of Cognitive and Noncognitive Skill Formation," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    38. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    39. Robert Jensen, 2000. "Agricultural Volatility and Investments in Children," American Economic Review, American Economic Association, vol. 90(2), pages 399-404, May.
    40. Abhijeet Singh & Albert Park & Stefan Dercon, 2014. "School Meals as a Safety Net: An Evaluation of the Midday Meal Scheme in India," Economic Development and Cultural Change, University of Chicago Press, vol. 62(2), pages 275-306.
    41. Angus Deaton, 2008. "Height, Health, and Inequality: The Distribution of Adult Heights in India," American Economic Review, American Economic Association, vol. 98(2), pages 468-474, May.
    42. repec:pri:rpdevs:deaton_height_health_inequality_revised_ack_jan08.pdf is not listed on IDEAS
    43. Anjini Kochar, 1999. "Smoothing Consumption by Smoothing Income: Hours-of-Work Responses to Idiosyncratic Agricultural Shocks in Rural India," The Review of Economics and Statistics, MIT Press, vol. 81(1), pages 50-61, February.
    44. anonymous, 2012. "Snapshot: Mexico's economic expansion slows," Southwest Economy, Federal Reserve Bank of Dallas, issue Q4, pages 1-20.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bai, Jie & Wang, Yukun, 2020. "Returns to work, child labor and schooling: The income vs. price effects," Journal of Development Economics, Elsevier, vol. 145(C).
    2. Andrew D. Foster & Esther Gehrke, 2020. "Start What You Finish! Ex ante risk and schooling investments in the presence of dynamic complementarities," Working Papers 2020-19, Brown University, Department of Economics.
    3. Andrew D. Foster & Esther Gehrke, 2017. "Start What You Finish! Ex Ante Risk and Schooling Investments in the Presence of Dynamic Complementarities," NBER Working Papers 24041, National Bureau of Economic Research, Inc.
    4. Manisha Shah & Bryce Millett Steinberg, 2021. "Workfare and Human Capital Investment: Evidence from India," Journal of Human Resources, University of Wisconsin Press, vol. 56(2), pages 380-405.
    5. Bladimir Carrillo, 2020. "Present Bias and Underinvestment in Education? Long-Run Effects of Childhood Exposure to Booms in Colombia," Journal of Labor Economics, University of Chicago Press, vol. 38(4), pages 1127-1265.
    6. Aparajita Dasgupta & Anahita Karandikar, 2021. "Gender-Gap in Learning Outcomes under Rainfall Shocks: The Role of Gender Norms," Working Papers 70, Ashoka University, Department of Economics.
    7. Zimmermann, Laura, 2020. "Remember when it rained – Schooling responses to shocks in India," World Development, Elsevier, vol. 126(C).
    8. Shoji, Masahiro, 2020. "Early-Life Circumstances and Adult Locus of Control: Evidence from 46 Developing Countries," MPRA Paper 99987, University Library of Munich, Germany.
    9. Almond, Douglas & Currie, Janet, 2011. "Human Capital Development before Age Five," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 15, pages 1315-1486, Elsevier.
    10. Douglas Almond & Janet Currie & Valentina Duque, 2018. "Childhood Circumstances and Adult Outcomes: Act II," Journal of Economic Literature, American Economic Association, vol. 56(4), pages 1360-1446, December.
    11. Jonathan Colmer, 2021. "Rainfall Variability, Child Labor, and Human Capital Accumulation in Rural Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 858-877, May.
    12. Rosales-Rueda, Maria, 2018. "The impact of early life shocks on human capital formation: evidence from El Niño floods in Ecuador," Journal of Health Economics, Elsevier, vol. 62(C), pages 13-44.
    13. Habtamu Ali Beshir & Jean-François Maystadt, 2022. "Price shocks and human capital: Timing matters," LIDAM Discussion Papers IRES 2022020, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    14. Denis Cogneau & Rémi Jedwab, 2012. "Commodity Price Shocks and Child Outcomes: The 1990 Cocoa Crisis in Côte d'Ivoire," Economic Development and Cultural Change, University of Chicago Press, vol. 60(3), pages 507-534.
    15. Achyuta Adhvaryu & James Fenske & Anant Nyshadham, 2019. "Early Life Circumstance and Adult Mental Health," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1516-1549.
    16. Eskander, Shaikh M.S.U. & Barbier, Edward B., 2022. "Long-term impacts of the 1970 cyclone in Bangladesh," World Development, Elsevier, vol. 152(C).
    17. Owen O'Donnell & Eddy Van Doorslaer & Tom Van Ourti, 2013. "Health and Inequality," Tinbergen Institute Discussion Papers 13-170/V, Tinbergen Institute.
    18. Andalón, Mabel & Azevedo, João Pedro & Rodríguez-Castelán, Carlos & Sanfelice, Viviane & Valderrama-González, Daniel, 2016. "Weather Shocks and Health at Birth in Colombia," World Development, Elsevier, vol. 82(C), pages 69-82.
    19. James Fenske & Igor Zurimendi, 2017. "Oil and ethnic inequality in Nigeria," Journal of Economic Growth, Springer, vol. 22(4), pages 397-420, December.
    20. Edmonds, Eric V., 2008. "Child Labor," Handbook of Development Economics, in: T. Paul Schultz & John A. Strauss (ed.), Handbook of Development Economics, edition 1, volume 4, chapter 57, pages 3607-3709, Elsevier.

    More about this item

    Keywords

    human capital investment;

    JEL classification:

    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • I2 - Health, Education, and Welfare - - Education
    • J1 - Labor and Demographic Economics - - Demographic Economics

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:iza:izadps:dp9440. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Holger Hinte (email available below). General contact details of provider: https://edirc.repec.org/data/izaaade.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.