IDEAS home Printed from https://ideas.repec.org/p/hhs/gunefd/2023_012.html
   My bibliography  Save this paper

Drought, Livestock Holding, and Milk Production: A Difference-in-Differences Analysis

Author

Listed:
  • Abebe, Meseret B.

    (Addis Ababa University)

  • Alem, Yonas

    (University of Gothenburg and Jameel Poverty Action Lab (J-PAL))

Abstract

We identify the effects of the 2015-16 El-Niño-induced large-scale drought on smallholder farmers’ livestock holding and milk production. The drought reduced milk production and livestock holding by 28.5% and 8.7%, respectively. Heterogenous impact analysis suggests that asset-rich households sold livestock and financed feed purchases, likely insulating milk production from the drought. In contrast, assetpoor households kept their livestock at all costs and absorbed all the decline in milk production. Our findings have important implications for formulating safety net and adaptation programs targeting smallholder farmers and the livestock sector in a rapidly changing climate.

Suggested Citation

  • Abebe, Meseret B. & Alem, Yonas, 2023. "Drought, Livestock Holding, and Milk Production: A Difference-in-Differences Analysis," EfD Discussion Paper 23-12, Environment for Development, University of Gothenburg.
  • Handle: RePEc:hhs:gunefd:2023_012
    as

    Download full text from publisher

    File URL: https://www.efdinitiative.org/sites/default/files/publications/EfD_DP-23-12.pdf
    File Function: Full text
    Download Restriction: no
    ---><---

    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. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2006. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," American Economic Review, American Economic Association, vol. 96(4), pages 988-1012, September.
    3. Dercon, Stefan & Christiaensen, Luc, 2011. "Consumption risk, technology adoption and poverty traps: Evidence from Ethiopia," Journal of Development Economics, Elsevier, vol. 96(2), pages 159-173, November.
    4. de Janvry, Alain & Finan, Frederico & Sadoulet, Elisabeth & Vakis, Renos, 2006. "Can conditional cash transfer programs serve as safety nets in keeping children at school and from working when exposed to shocks?," Journal of Development Economics, Elsevier, vol. 79(2), pages 349-373, April.
    5. Fafchamps, Marcel & Udry, Christopher & Czukas, Katherine, 1998. "Drought and saving in West Africa: are livestock a buffer stock?," Journal of Development Economics, Elsevier, vol. 55(2), pages 273-305, April.
    6. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    7. 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.
    8. Qasir Abbas & Jiqin Han & Adnan Adeel & Raza Ullah, 2019. "Dairy Production under Climatic Risks: Perception, Perceived Impacts and Adaptations in Punjab, Pakistan," IJERPH, MDPI, vol. 16(20), pages 1-21, October.
    9. 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.
    10. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    11. Kibrom A. Abay & Nathaniel D. Jensen, 2020. "Access to markets, weather risk, and livestock production decisions: Evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 51(4), pages 577-593, July.
    12. 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.
    13. 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.
    14. Ruixue Wang & Roderick M. Rejesus & Jesse B. Tack & Joseph V. Balagtas & Andy D. Nelson, 2022. "Quantifying the Yield Sensitivity of Modern Rice Varieties to Warming Temperatures: Evidence from the Philippines," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(1), pages 318-339, January.
    15. Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, July.
    16. Daniel O. Gilligan & John Hoddinott, 2007. "Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 225-242.
    17. Salvatore Di Falco & Marcella Veronesi & Mahmud Yesuf, 2011. "Does Adaptation to Climate Change Provide Food Security? A Micro-Perspective from Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(3), pages 825-842.
    18. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    19. Carter, Michael R. & Lybbert, Travis J., 2012. "Consumption versus asset smoothing: testing the implications of poverty trap theory in Burkina Faso," Journal of Development Economics, Elsevier, vol. 99(2), pages 255-264.
    20. Mendelsohn, Robert & Nordhaus, William D & Shaw, Daigee, 1994. "The Impact of Global Warming on Agriculture: A Ricardian Analysis," American Economic Review, American Economic Association, vol. 84(4), pages 753-771, September.
    21. Juan Sesmero & Jacob Ricker-Gilbert & Aaron Cook, 2018. "How Do African Farm Households Respond to Changes in Current and Past Weather Patterns? A Structural Panel Data Analysis from Malawi," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(1), pages 115-144.
    22. Yonas Alem & Mintewab Bezabih & Menale Kassie & Precious Zikhali, 2010. "Does fertilizer use respond to rainfall variability? Panel data evidence from Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 41(2), pages 165-175, March.
    23. John Hoddinott, 2006. "Shocks and their consequences across and within households in Rural Zimbabwe," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 301-321.
    24. Takashi Yamano & Harold Alderman & Luc Christiaensen, 2005. "Child Growth, Shocks, and Food Aid in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 87(2), pages 273-288.
    25. Jikun Huang & Yangjie Wang & Jinxia Wang, 2015. "Farmers' Adaptation to Extreme Weather Events through Farm Management and Its Impacts on the Mean and Risk of Rice Yield in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(2), pages 602-617.
    26. 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.
    27. Nigel Key & Stacy Sneeringer, 2014. "Potential Effects of Climate Change on the Productivity of U.S. Dairies," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 1136-1156.
    28. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
    29. Catherine Porter, 2012. "Shocks, Consumption and Income Diversification in Rural Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 48(9), pages 1209-1222, September.
    30. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    31. Marc F. Bellemare & Christopher B. Barrett & David R. Just, 2013. "The Welfare Impacts of Commodity Price Volatility: Evidence from Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 95(4), pages 877-899.
    32. Guido W. Imbens, 2004. "Nonparametric Estimation of Average Treatment Effects Under Exogeneity: A Review," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 4-29, February.
    33. Stefan Dercon & John Hoddinott & Tassew Woldehanna, 2005. "Shocks and Consumption in 15 Ethiopian Villages, 1999--2004," Journal of African Economies, Centre for the Study of African Economies, vol. 14(4), pages 559-585, December.
    34. Daniel O. Gilligan & John Hoddinott, 2007. "Is There Persistence in the Impact of Emergency Food Aid? Evidence on Consumption, Food Security, and Assets in Rural Ethiopia," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 225-242.
    35. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    36. Peter Agamile & Ralitza Dimova & Jennifer Golan, 2021. "Crop Choice, Drought and Gender: New Insights from Smallholders’ Response to Weather Shocks in Rural Uganda," Journal of Agricultural Economics, Wiley Blackwell, vol. 72(3), pages 829-856, September.
    37. Zhang, Peng & Zhang, Junjie & Chen, Minpeng, 2017. "Economic impacts of climate change on agriculture: The importance of additional climatic variables other than temperature and precipitation," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 8-31.
    38. Mahajan, Kanika, 2017. "Rainfall Shocks and the Gender Wage Gap: Evidence from Indian Agriculture," World Development, Elsevier, vol. 91(C), pages 156-172.
    39. Yonas Alem & Nzinga H. Broussard, 2018. "The impact of safety nets on technology adoption: a difference†in†differences analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 49(1), pages 13-24, January.
    40. Maddison, David & Manley, Marita & Kurukulasuriya, Pradeep, 2007. "The impact of climate change on African agriculture : a ricardian approach," Policy Research Working Paper Series 4306, The World Bank.
    41. Tewodaj Mogues, 2011. "Shocks and Asset Dynamics in Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 60(1), pages 91-120.
    42. Douglas Scott, 2019. "Income Shocks and Poverty Traps: Asset Smoothing in Rural Ethiopia," Discussion Papers 2019-01, University of Nottingham, CREDIT.
    43. Bardhan, Pranab & Udry, Christopher, 1999. "Development Microeconomics," OUP Catalogue, Oxford University Press, number 9780198773719.
    44. Bruce A. McCarl & Xavier Villavicencio & Ximing Wu, 2008. "Climate Change and Future Analysis: Is Stationarity Dying?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 90(5), pages 1241-1247.
    45. Thornton, P.K. & van de Steeg, J. & Notenbaert, A. & Herrero, M., 2009. "The impacts of climate change on livestock and livestock systems in developing countries: A review of what we know and what we need to know," Agricultural Systems, Elsevier, vol. 101(3), pages 113-127, July.
    46. Deininger, Klaus & Savastano, Sara & Xia, Fang, 2017. "Smallholders’ land access in Sub-Saharan Africa: A new landscape?," Food Policy, Elsevier, vol. 67(C), pages 78-92.
    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. Abebe, Meseret B. & Alem, Yonas, 2024. "Drought, livestock holding, and milk production: A difference-in-differences analysis," Ruhr Economic Papers 1046, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. Yonas Alem & Nzinga H. Broussard, 2018. "The impact of safety nets on technology adoption: a difference†in†differences analysis," Agricultural Economics, International Association of Agricultural Economists, vol. 49(1), pages 13-24, January.
    3. 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.
    4. Gelo, Dambala, 2020. "Forest commons, vertical integration and smallholder’s saving and investment responses: Evidence from a quasi-experiment," World Development, Elsevier, vol. 132(C).
    5. Wondimagegn Tesfaye & Gebrelibanos Gebremariam, 2020. "Consumption smoothing and price enhancement motives for grain storage: empirical perspectives from rural Ethiopia," Agricultural and Food Economics, Springer;Italian Society of Agricultural Economics (SIDEA), vol. 8(1), pages 1-19, December.
    6. Renata Baborska & Emilio Hernandez & Emiliano Magrini & Cristian Morales-Opazo, 2020. "The impact of financial inclusion on rural food security experience: A perspective from low-and middle-income countries," Review of Development Finance Journal, Chartered Institute of Development Finance, vol. 10(2), pages 1-18.
    7. Yonas Alem & Mathilde Maurel & Katrin Millock, 2016. "Migration as an Adaptation Strategy to Weather Variability: An Instrumental Variables Probit Analysis," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-01955941, HAL.
    8. Yonas Alem & Jonathan Colmer, 2022. "Blame it on the rain: Rainfall variability, consumption smoothing, and subjective well‐being in rural Ethiopia," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 905-920, May.
    9. Jose, Anu, 2024. "Income shocks and intrahousehold resource allocation: evidence from rural Ethiopia," MPRA Paper 121873, University Library of Munich, Germany.
    10. Letta, Marco & Montalbano, Pierluigi & Tol, Richard S.J., 2018. "Temperature shocks, short-term growth and poverty thresholds: Evidence from rural Tanzania," World Development, Elsevier, vol. 112(C), pages 13-32.
    11. You, Jing, 2014. "Risk, under-investment in agricultural assets and dynamic asset poverty in rural China," China Economic Review, Elsevier, vol. 29(C), pages 27-45.
    12. Javier E. Baez & Leonardo Lucchetti & Maria E. Genoni & Mateo Salazar, 2017. "Gone with the Storm: Rainfall Shocks and Household Wellbeing in Guatemala," Journal of Development Studies, Taylor & Francis Journals, vol. 53(8), pages 1253-1271, August.
    13. Noy, Ilan & Karim, Azreen, 2013. "Poverty, inequality and natural disasters – A survey," Working Paper Series 18793, Victoria University of Wellington, School of Economics and Finance.
    14. Rentschler, Jun E., 2013. "Why resilience matters - the poverty impacts of disasters," Policy Research Working Paper Series 6699, The World Bank.
    15. Hirvonen, Kalle & Sohnesen, Thomas Pave & Bundervoet, Tom, 2020. "Impact of Ethiopia’s 2015 drought on child undernutrition," World Development, Elsevier, vol. 131(C).
    16. Alem, Yonas & Broussard, Nzinga H., 2013. "Do Safety Nets Promote Technology Adoption? Panel data evidence from rural Ethiopia," Working Papers in Economics 556, University of Gothenburg, Department of Economics.
    17. MAMOUDOU Ba & Mazhar Mughal, 2022. "Weather Shocks, Coping Strategies and Household Well-being: Evidence from Rural Mauritania," Journal of Development Studies, Taylor & Francis Journals, vol. 58(3), pages 482-502, March.
    18. Elsa Valli, 2017. "Essays on social protection," Economics PhD Theses 1017, Department of Economics, University of Sussex Business School.
    19. Kayenat Kabir, 2023. "What Do We Know About Drought, Household Consumption and Seasonality: Evidence Review from Sub-Saharan Africa," Economics of Disasters and Climate Change, Springer, vol. 7(3), pages 303-317, November.
    20. Azreen Karim & Ilan Noy, 2016. "Poverty And Natural Disasters — A Qualitative Survey Of The Empirical Literature," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(01), pages 1-36, March.

    More about this item

    Keywords

    Drought; diff-in-diff; climate change; livestock holding; Ethiopia;
    All these keywords.

    JEL classification:

    • D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
    • O13 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Agriculture; Natural Resources; Environment; Other Primary Products
    • O44 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Environment and Growth
    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy; Animal Welfare Policy
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:hhs:gunefd:2023_012. 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: Franklin Amuakwa-Mensah (email available below). General contact details of provider: https://www.efdinitiative.org/ .

    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.