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Rainfall Shocks and the Gender Wage Gap: Evidence from Indian Agriculture

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  • Mahajan, Kanika

Abstract

In the context of climate change and its effect on poverty, previous studies have shown that productivity shocks in agriculture, such as rainfall variability, affect wages adversely. None of the studies, however, consider the heterogeneity in the impact of these shocks on agricultural wages by gender, a feature which has been studied for demand shocks in urban labor markets for developed countries. Using National Sample Survey data for India from 1993 to 2007, a district-level panel dataset is created to examine how a rainfall shock affects the gender wage gap. The study shows that both female and male wages are positively related to rainfall shocks. Hence, future studies must study the impact of labor market shocks in rural areas on both female and male wages separately. It also finds that the female-to-male wage ratio is significantly positively associated with a rainfall shock in regions where rainfed rice is cultivated, i.e., low (high) rainfall reduces (increases) the female-to-male ratio. The study demonstrates that this result is due to a positive association of demand for female labor with rainfall in these rainfed rice-growing regions. This finding is consistent with the greater marginal value of female labor in rice cultivation, which is also a crop highly sensitive to rainfall variability under rainfed conditions. The paper concludes that the effect of a rainfall shock on the gender wage gap depends upon the gender roles underlying the technology of production, which varies across cropping systems.

Suggested Citation

  • Mahajan, Kanika, 2017. "Rainfall Shocks and the Gender Wage Gap: Evidence from Indian Agriculture," World Development, Elsevier, vol. 91(C), pages 156-172.
    • Handle: RePEc:eee:wdevel:v:91:y:2017:i:c:p:156-172
    DOI: 10.1016/j.worlddev.2016.11.004
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    References listed on IDEAS

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    1. Kanika Mahajan & Bharat Ramaswami, 2017. "Caste, Female Labor Supply, and the Gender Wage Gap in India: Boserup Revisited," Economic Development and Cultural Change, University of Chicago Press, vol. 65(2), pages 339-378.
    2. Jeff Biddle & Daniel S. Hamermesh, 2011. "Cycles of Wage Discrimination," NBER Working Papers 17326, National Bureau of Economic Research, Inc.
    3. Pandey, S. & Bhandari, H. & Hardy, B., 2007. "Economic Costs of Drought and Rice Farmers’ Coping Mechanisms: A Cross-Country Comparative Analysis," IRRI Books, International Rice Research Institute (IRRI), number 281814.
    4. Gary Solon & Robert Barsky & Jonathan A. Parker, 1994. "Measuring the Cyclicality of Real Wages: How Important is Composition Bias?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(1), pages 1-25.
    5. Park, Seonyoung & Shin, Donggyun, 2005. "Explaining procyclical male-female wage gaps," Economics Letters, Elsevier, vol. 88(2), pages 231-235, August.
    6. Francine D. Blau & Lawrence M. Kahn, 2003. "Understanding International Differences in the Gender Pay Gap," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 106-144, January.
    7. Hemanshu Kumar & Rohini Somanathan, 2009. "Mapping Indian Districts Across Census Years, 1971-2001," Working papers 176, Centre for Development Economics, Delhi School of Economics.
    8. Halliday, Timothy J., 2012. "Intra-household labor supply, migration, and subsistence constraints in a risky environment: Evidence from rural El salvador," European Economic Review, Elsevier, vol. 56(6), pages 1001-1019.
    9. Bouman, B.A.M. & Hengsdijk, H. & Hardy, B. & Bindraban, P.S. & Tuong, T.P. & Ladha, J.K., 2002. "Water-wise Rice Production," IRRI Books, International Rice Research Institute (IRRI), number 281822.
    10. Robert A. Pollak, 2005. "Bargaining Power in Marriage: Earnings, Wage Rates and Household Production," NBER Working Papers 11239, National Bureau of Economic Research, Inc.
    11. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    12. Wadood, Syed Naimul & Lamb, Russell L., 2006. "Choice of Crops and Employment Uncertainty in the Off-farm Labor Market," MPRA Paper 10779, University Library of Munich, Germany.
    13. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    14. 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.
    15. Joseph Marchand & Sara Olfert, 2013. "The US gender gap through the Great Recession using an alternative approach to cyclicality," Applied Economics Letters, Taylor & Francis Journals, vol. 20(3), pages 276-281, February.
    16. Achyuta Adhvaryu & A. V. Chari & Siddharth Sharma, 2013. "Firing Costs and Flexibility: Evidence from Firms' Employment Responses to Shocks in India," The Review of Economics and Statistics, MIT Press, vol. 95(3), pages 725-740, July.
    17. Valerie Mueller & Daniel Osgood, 2009. "Long-term Impacts of Droughts on Labour Markets in Developing Countries: Evidence from Brazil," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1651-1662.
    18. Bhalotra, Sonia, 2010. "Fatal fluctuations? Cyclicality in infant mortality in India," Journal of Development Economics, Elsevier, vol. 93(1), pages 7-19, September.
    19. Van Aelst, Katrien & Holvoet, Nathalie, 2016. "Intersections of Gender and Marital Status in Accessing Climate Change Adaptation: Evidence from Rural Tanzania," World Development, Elsevier, vol. 79(C), pages 40-50.
    20. Valerie Mueller & Agnes Quisumbing, 2011. "How Resilient are Labour Markets to Natural Disasters? The Case of the 1998 Bangladesh Flood," Journal of Development Studies, Taylor & Francis Journals, vol. 47(12), pages 1954-1971.
    21. Ricardo Aller & Miren Arce, 2001. "Explaining the reduction in the gender wage gap during the 1990–94 economic recession in Spain," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 29(1), pages 63-74, March.
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