IDEAS home Printed from https://ideas.repec.org/p/zbw/bubdps/182019.html
   My bibliography  Save this paper

Agricultural productivity shocks and poverty in India: The short- and long-term effects of monsoon rainfall

Author

Listed:
  • Brey, Björn
  • Hertweck, Matthias S.

Abstract

This paper examines the dynamic effects of monsoon rainfall shocks on yield, wages, and prices in the Indian agricultural sector. We distinguish between positive and negative rainfall shocks and explicitly consider their spatial dimension (local/regional). We find that particularly negative regional shocks exert adverse effects. The enormous drop in agricultural yield is short-lived, but elicits a persistent decline (increase) in wages (food prices). Negative local shocks affect only wages, but not prices. This indicates that, in the food market, intra-regional trading mitigates the impact of local shocks. However, in the labour market, the arbitrage mechanism through migration appears substantially weaker.

Suggested Citation

  • Brey, Björn & Hertweck, Matthias S., 2019. "Agricultural productivity shocks and poverty in India: The short- and long-term effects of monsoon rainfall," Discussion Papers 18/2019, Deutsche Bundesbank.
  • Handle: RePEc:zbw:bubdps:182019
    as

    Download full text from publisher

    File URL: https://www.econstor.eu/bitstream/10419/197963/1/1667361996.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2018. "Climate Change and Agriculture: Farmer Adaptation to Extreme Heat," Discussion Papers dp18-02, Department of Economics, Simon Fraser University.
    2. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    3. Rosenzweig, Mark R & Wolpin, Kenneth I, 1993. "Credit Market Constraints, Consumption Smoothing, and the Accumulation of Durable Production Assets in Low-Income Countries: Investment in Bullocks in India," Journal of Political Economy, University of Chicago Press, vol. 101(2), pages 223-244, April.
    4. Richard B. Freeman (ed.), 2002. "Inequality Around the World," International Economic Association Series, Palgrave Macmillan, number 978-1-137-09971-6, December.
    5. Mark R. Rosenzweig & Christopher Udry, 2014. "Rainfall Forecasts, Weather, and Wages over the Agricultural Production Cycle," American Economic Review, American Economic Association, vol. 104(5), pages 278-283, May.
    6. Michael R. M. Abrigo & Inessa Love, 2016. "Estimation of panel vector autoregression in Stata," Stata Journal, StataCorp LP, vol. 16(3), pages 778-804, September.
    7. Im, Kyung So & Pesaran, M. Hashem & Shin, Yongcheol, 2003. "Testing for unit roots in heterogeneous panels," Journal of Econometrics, Elsevier, vol. 115(1), pages 53-74, July.
    8. Adam Cagliarini & Anthony Rush, 2011. "Economic Development and Agriculture in India," RBA Bulletin (Print copy discontinued), Reserve Bank of Australia, pages 15-22, June.
    9. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    10. Richard M. Adams, 1989. "Global Climate Change and Agriculture: An Economic Perspective," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 71(5), pages 1272-1279.
    11. Valerie A. Mueller & Daniel E. Osgood, 2009. "Long‐term consequences of short‐term precipitation shocks: evidence from Brazilian migrant households," Agricultural Economics, International Association of Agricultural Economists, vol. 40(5), pages 573-586, September.
    12. Hemanshu Kumar & Rohini Somanathan, 2015. "State and District Boundary Changes in India: 1961-2001," Working Papers id:7757, eSocialSciences.
    13. Paxson, Christina H, 1992. "Using Weather Variability to Estimate the Response of Savings to Transitory Income in Thailand," American Economic Review, American Economic Association, vol. 82(1), pages 15-33, March.
    14. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
    15. Dorosh, Paul A., 2001. "Trade Liberalization and National Food Security: Rice Trade between Bangladesh and India," World Development, Elsevier, vol. 29(4), pages 673-689, April.
    16. Andrews, Donald W. K. & Lu, Biao, 2001. "Consistent model and moment selection procedures for GMM estimation with application to dynamic panel data models," Journal of Econometrics, Elsevier, vol. 101(1), pages 123-164, March.
    17. Hirotugu Akaike, 1969. "Fitting autoregressive models for prediction," Annals of the Institute of Statistical Mathematics, Springer;The Institute of Statistical Mathematics, vol. 21(1), pages 243-247, December.
    18. Judson, Ruth A. & Owen, Ann L., 1999. "Estimating dynamic panel data models: a guide for macroeconomists," Economics Letters, Elsevier, vol. 65(1), pages 9-15, October.
    19. Anderson, T. W. & Hsiao, Cheng, 1982. "Formulation and estimation of dynamic models using panel data," Journal of Econometrics, Elsevier, vol. 18(1), pages 47-82, January.
    20. Lahiri, Ashik Kumar & Roy, Prannoy, 1985. "Rainfall and supply-response : A study of rice in India," Journal of Development Economics, Elsevier, vol. 18(2-3), pages 315-334, August.
    21. Taylor, John B, 1980. "Aggregate Dynamics and Staggered Contracts," Journal of Political Economy, University of Chicago Press, vol. 88(1), pages 1-23, February.
    22. 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.
    23. Neumann, Todd C. & Fishback, Price V. & Kantor, Shawn, 2010. "The Dynamics of Relief Spending and the Private Urban Labor Market During the New Deal," The Journal of Economic History, Cambridge University Press, vol. 70(1), pages 195-220, March.
    24. Timothy Besley & Robin Burgess, 2002. "The Political Economy of Government Responsiveness: Theory and Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(4), pages 1415-1451.
    25. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    26. Gaurav Datt & Martin Ravallion, 1998. "Farm productivity and rural poverty in India," Journal of Development Studies, Taylor & Francis Journals, vol. 34(4), pages 62-85.
    27. Dinar, A. & Mendelsohn, R. & Evenson, R. & Parikh, J. & Sanghi, A. & Kumar, K. & McKinsey, J. & Lonergen, S., 1998. "Measuring the Impact of CLimate Change on Indian Agriculture," Papers 402, World Bank - Technical Papers.
    28. Canova, Fabio & Ciccarelli, Matteo, 2013. "Panel vector autoregressive models: a survey," Working Paper Series 1507, European Central Bank.
    29. de Janvry, Alain & Sadoulet, Eliisabeth, 2009. "The Impact of Rising Food Prices on Household Welfare in India," Department of Agricultural & Resource Economics, UC Berkeley, Working Paper Series qt7xj9n1qq, Department of Agricultural & Resource Economics, UC Berkeley.
    30. Diane Coffey & John Papp & Dean Spears, 2015. "Short-Term Labor Migration from Rural North India: Evidence from New Survey Data," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 34(3), pages 361-380, June.
    31. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    32. 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.
    33. Levin, Andrew & Lin, Chien-Fu & James Chu, Chia-Shang, 2002. "Unit root tests in panel data: asymptotic and finite-sample properties," Journal of Econometrics, Elsevier, vol. 108(1), pages 1-24, May.
    34. 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.
    35. Hanan G. Jacoby, 2016. "Food Prices, Wages, And Welfare In Rural India," Economic Inquiry, Western Economic Association International, vol. 54(1), pages 159-176, January.
    36. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    37. Ravallion, Martin, 2000. "Prices, wages and poverty in rural India: what lessons do the time series data hold for policy?," Food Policy, Elsevier, vol. 25(3), pages 351-364, June.
    38. Clive Bell & Stefan Klonner, 2005. "Output, prices, and the distribution of consumption in rural India," Agricultural Economics, International Association of Agricultural Economists, vol. 33(1), pages 29-40, July.
    39. David Mosse & Sanjeev Gupta & Mona Mehta & Vidya Shah & Julia fnms Rees & KRIBP Project Team, 2002. "Brokered livelihoods: Debt, Labour Migration and Development in Tribal Western India," Journal of Development Studies, Taylor & Francis Journals, vol. 38(5), pages 59-88.
    40. 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.
    41. Rosenzweig, Mark R & Stark, Oded, 1989. "Consumption Smoothing, Migration, and Marriage: Evidence from Rural India," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 905-926, August.
    42. Supreet Kaur, 2014. "Nominal Wage Rigidity in Village Labor Markets," NBER Working Papers 20770, National Bureau of Economic Research, Inc.
    43. Granger, C W J, 1969. "Investigating Causal Relations by Econometric Models and Cross-Spectral Methods," Econometrica, Econometric Society, vol. 37(3), pages 424-438, July.
    44. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    45. -, 2009. "The economics of climate change," Sede Subregional de la CEPAL para el Caribe (Estudios e Investigaciones) 38679, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    46. Rosenzweig, Mark R & Binswanger, Hans P, 1993. "Wealth, Weather Risk and the Composition and Profitability of Agricultural Investments," Economic Journal, Royal Economic Society, vol. 103(416), pages 56-78, January.
    47. Cole, Shawn & Healy, Andrew & Werker, Eric, 2012. "Do voters demand responsive governments? Evidence from Indian disaster relief," Journal of Development Economics, Elsevier, vol. 97(2), pages 167-181.
    48. Fernando M. Aragón & Francisco Oteiza & Juan Pablo Rud, 2018. "Climate change and agriculture: farmer adaptation to extreme heat," IFS Working Papers W18/06, Institute for Fiscal Studies.
    49. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413.
    50. Sims, Christopher A, 1980. "Macroeconomics and Reality," Econometrica, Econometric Society, vol. 48(1), pages 1-48, January.
    51. Love, Inessa & Zicchino, Lea, 2006. "Financial development and dynamic investment behavior: Evidence from panel VAR," The Quarterly Review of Economics and Finance, Elsevier, vol. 46(2), pages 190-210, May.
    52. Richard B. Freeman & Remco H. Oostendorp, 2002. "Wages Around the World: Pay across Occupations and Countries," International Economic Association Series, in: Richard B. Freeman (ed.), Inequality Around the World, chapter 2, pages 5-37, Palgrave Macmillan.
    53. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    54. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    55. Bell, Clive & Rich, Robert, 1994. "Rural Poverty and Aggregate Agricultural Performance in Post-independence India," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 56(2), pages 111-133, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Camilo Bohorquez-Penuela & Andrea Otero-Cortes, 2020. "Blame it on the Rain: The Effects of Weather Shocks on Formal Rural Employment in Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 18404, Banco de la República, Economía Regional.
    2. Sajid, Osama, 2023. "Economic and Demographic Effects of Increased Flood Susceptibility: Evidence from Rural India," 2023 Annual Meeting, July 23-25, Washington D.C. 335442, Agricultural and Applied Economics Association.
    3. Anand Sahasranaman, 2020. "Long term dynamics of poverty transitions in India," Papers 2010.06954, arXiv.org.
    4. Patrick Blagrave, 2020. "Inflation co-movement in emerging and developing Asia: the monsoon effect," Applied Economics Letters, Taylor & Francis Journals, vol. 27(15), pages 1277-1283, September.
    5. Bohorquez-Penuela, Camilo, 2021. "Weather Shocks and Agricultural Credit in Developing Countries: Evidence from a Second-Floor Institution," 2021 Annual Meeting, August 1-3, Austin, Texas 313994, Agricultural and Applied Economics Association.

    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. Al-Jahwari, Salim Ahmed Said, 2021. "Does the Twin-Deficits doctrine apply to the Gulf Cooperation Council? A dynamic panel VAR-X model approach," MPRA Paper 111232, University Library of Munich, Germany.
    2. Sigmund, Michael & Ferstl, Robert, 2021. "Panel vector autoregression in R with the package panelvar," The Quarterly Review of Economics and Finance, Elsevier, vol. 80(C), pages 693-720.
    3. Michael R.M. Abrigo & Inessa Love, 2016. "Estimation of Panel Vector Autoregression in Stata: a Package of Programs," Working Papers 201602, University of Hawaii at Manoa, Department of Economics.
    4. MAÏ ASSAN CHEDI, Maman, 2022. "Does Defence Expenditure Affect Education and Health expenditures in Saharan Africa?," African Journal of Economic Review, African Journal of Economic Review, vol. 10(4), September.
    5. Joan Costa-Font & Cristina Vilaplana-Prieto, 2023. "‘Investing’ in care for old age? An examination of long-term care expenditure dynamics and its spillovers," Empirical Economics, Springer, vol. 64(1), pages 1-30, January.
    6. Ryan H. Murphy & Colin O’Reilly, 2019. "Applying panel vector autoregression to institutions, human capital, and output," Empirical Economics, Springer, vol. 57(5), pages 1633-1652, November.
    7. Abdulaleem Isiaka & Alexander Mihailov & Giovanni Razzi, 2022. "Distributional Effects of Public Spending and Tax Shocks in Middle-Income Countries: A Panel VAR Approach," Economics Discussion Papers em-dp2022-09, Department of Economics, University of Reading.
    8. Lin, Woon Leong & Law, Siong Hook & Ho, Jo Ann & Sambasivan, Murali, 2019. "The causality direction of the corporate social responsibility – Corporate financial performance Nexus: Application of Panel Vector Autoregression approach," The North American Journal of Economics and Finance, Elsevier, vol. 48(C), pages 401-418.
    9. Zouaoui, Haykel & Zoghlami, Feten, 2020. "On the income diversification and bank market power nexus in the MENA countries: Evidence from a GMM panel-VAR approach," Research in International Business and Finance, Elsevier, vol. 52(C).
    10. Kacou Yves Thierry Kacou & Yacouba Kassouri & Andrew Adewale Alola & Mehmet Altuntaş, 2022. "Examining the sustainable development approach of migrants' remittances and financial development in sub‐Saharan African countries," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(5), pages 804-816, October.
    11. Charles Shaaba Saba & Nicholas Ngepah, 2021. "Nexus between telecommunication infrastructures, defence and economic growth: a global evidence," Netnomics, Springer, vol. 22(2), pages 139-177, December.
    12. Oguzhan Cepni & Ibrahim Ethem Guney & Doruk Kucuksarac & M. Hasan Yilmaz, 2021. "Do local and global factors impact the emerging markets' sovereign yield curves? Evidence from a data‐rich environment," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 40(7), pages 1214-1229, November.
    13. Charles Shaaba Saba & Nicholas Ngepah, 2022. "Nexus between telecommunication infrastructures, defence and economic growth: a global evidence," Netnomics, Springer, vol. 22(2), pages 139-177, October.
    14. Ejike Udeogu & Shampa Roy-Mukherjee & Uzochukwu Amakom, 2021. "Does Increasing Product Complexity and Diversity Cause Economic Growth in the Long-Run? A GMM Panel VAR Evidence," SAGE Open, , vol. 11(3), pages 21582440211, August.
    15. Christos Kollias & Suzanna-Maria Paleologou, 2019. "Military spending, economic growth and investment: a disaggregated analysis by income group," Empirical Economics, Springer, vol. 56(3), pages 935-958, March.
    16. Li, Shengfeng & Hoque, Hafiz & Thijssen, Jacco, 2021. "Firm financial behaviour dynamics and interactions: A structural vector autoregression approach," Journal of Corporate Finance, Elsevier, vol. 69(C).
    17. Roberto Dell'Anno & Adalgiso Amendola, 2015. "Social Exclusion and Economic Growth: An Empirical Investigation in European Economies," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(2), pages 274-301, June.
    18. Marshall, Emily C. & Saunoris, James & Solis-Garcia, Mario & Do, Trang, 2023. "Measuring the size and dynamics of U.S. state-level shadow economies using a dynamic general equilibrium model with trends," Journal of Macroeconomics, Elsevier, vol. 75(C).
    19. César Salinas Depaz & Wilder Pérez Condor & Ricardo Najarro Chuchón, 2019. "Determinantes de la Diversificación Exportadora: Enfoque Bayesiano," Revista de Análisis Económico y Financiero, Universidad de San Martín de Porres, vol. 1(02), pages 23-35.
    20. Rifai Afin, 2023. "Interlinka Terlinkage Of M Ge Of Macroeconomic Uncer Croeconomic Uncertainty And Macroeconomic Performance: Evidence From Asean-5 Countries Panel Var," Bulletin of Monetary Economics and Banking, Bank Indonesia, vol. 26(1), pages 39-68, March.

    More about this item

    Keywords

    rainfall shocks; agricultural yield; wages; food prices;
    All these keywords.

    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • Q11 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Aggregate Supply and Demand Analysis; Prices

    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:zbw:bubdps:182019. 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: ZBW - Leibniz Information Centre for Economics (email available below). General contact details of provider: https://edirc.repec.org/data/dbbgvde.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.