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Using panel data to estimate the effect of rainfall shocks on smallholders food security and vulnerability in rural Ethiopia

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  • Abera Demeke

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  • Alwin Keil
  • Manfred Zeller

Abstract

Ethiopia's agriculture is predominantly rainfed and hence any irregularity in weather conditions has adverse welfare implications. Using panel data, this paper analyzes the effect of rainfall shocks on Ethiopian rural households' food security and vulnerability over time while controlling for a range of other factors. To this end, we generated a time-variant household food security index which is developed by principal components analysis. Based on the scores of the index, households were classified into relative food security groups and their socioeconomic differences were assessed. The exploratory results show that compared to the less secured households, the more secured ones have male and literate household heads, tend to have a greater number of economically active household members, own more livestock, experience better rainfall outcome, participate in equb (a local savings group), and use chemical fertilizer. Fixed effects regression was used to identify the factors which affect the score's variability and the results indicate that rainfall shock is an important factor affecting households' food security over time. It is also noted that household size, head's age, participation in equb, off-farm activities, use of fertilizer, and livestock ownership positively and significantly affect the food security score. Results from multinomial logistic regression model reinforce the fixed effects regression results by showing the strong association of persistent food insecurity and vulnerability with adverse rainfall shock. A number of conclusions can be drawn from the results which are useful for policymakers as well as for agencies that engage in areas of risk and food security.
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Suggested Citation

  • Abera Demeke & Alwin Keil & Manfred Zeller, 2011. "Using panel data to estimate the effect of rainfall shocks on smallholders food security and vulnerability in rural Ethiopia," Climatic Change, Springer, vol. 108(1), pages 185-206, September.
  • Handle: RePEc:spr:climat:v:108:y:2011:i:1:p:185-206
    DOI: 10.1007/s10584-010-9994-3
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    References listed on IDEAS

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    1. Deressa, Temesgen Tadesse, 2007. "Measuring the economic impact of climate change on Ethiopian agriculture : Ricardian approach," Policy Research Working Paper Series 4342, The World Bank.
    2. Bigsten, Arne & Kebede, Bereket & Shimeles, Abebe & Taddesse, Mekonnen, 2003. "Growth and Poverty Reduction in Ethiopia: Evidence from Household Panel Surveys," World Development, Elsevier, vol. 31(1), pages 87-106, January.
    3. Yesuf, Mahmud & di Falco, Salvatore & Deressa, Temesgen & Ringler, Claudia & Kohlin, Gunnar, 2008. "The impact of climate change and adaptation on food production in low-income countries: Evidence from the Nile Basin, Ethiopia," IFPRI discussion papers 828, International Food Policy Research Institute (IFPRI).
    4. Bereket Kebede, 2002. "Land Tenure and Common Pool Resources in Rural Ethiopia: A Study Based on Fifteen Sites," African Development Review, African Development Bank, vol. 14(1), pages 113-149.
    5. von Braun, Joachim, 1991. "A policy agenda for famine prevention in Africa," Food policy reports 1, International Food Policy Research Institute (IFPRI).
    6. Zeller, Manfred & Sharma, Manohar, 2000. "Many borrow, more save, and all insure: implications for food and micro-finance policy," Food Policy, Elsevier, vol. 25(2), pages 143-167, April.
    7. Webb, Patrick & von Braun, Joachim & Yohannes, Yisehac, 1992. "Famine in Ethiopia: policy implications of coping failure at national and household levels," Research reports 92, International Food Policy Research Institute (IFPRI).
    8. Cavatassi, Romina & Davis, Benjamin & Lipper, Leslie, 2004. "Estimating poverty over time and space: Construction of a time-variant poverty index for Costa Rica," ESA Working Papers 23791, Food and Agriculture Organization of the United Nations, Agricultural Development Economics Division (ESA).
    9. Pender, John & Nkonya, Ephraim & Jagger, Pamela & Sserunkuuma, Dick & Ssali, Henry, 2004. "Strategies to increase agricultural productivity and reduce land degradation: evidence from Uganda," Agricultural Economics, Blackwell, vol. 31(2-3), pages 181-195, December.
    10. Hoddinott, John & Yohannes, Yisehac, 2002. "Dietary diversity as a food security indicator," FCND discussion papers 136, International Food Policy Research Institute (IFPRI).
    11. 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 (CSAE), vol. 14(4), pages 559-585, December.
    12. White, Halbert, 1980. "A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity," Econometrica, Econometric Society, vol. 48(4), pages 817-838, May.
    13. Deressa, Temesgen & Hassan, R. M. & Alemu, Tekie & Yesuf, Mahmud & Ringler, Claudia, 2008. "Analyzing the determinants of farmers' choice of adaptation methods and perceptions of climate change in the Nile Basin of Ethiopia:," IFPRI discussion papers 798, International Food Policy Research Institute (IFPRI).
    14. International Monetary Fund, 2004. "Risk Instability and the Pattern of Foreign Direct Investment in the Middle East and North Africa Region," IMF Working Papers 04/139, International Monetary Fund.
    15. Philippe Robert-Demontrond & R. Ringoot, 2004. "Introduction," Post-Print halshs-00081823, HAL.
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    Cited by:

    1. Prabhu Pingali & Anaka Aiyar & Mathew Abraham & Andaleeb Rahman, 2019. "Transforming Food Systems for a Rising India," Palgrave Studies in Agricultural Economics and Food Policy, Palgrave Macmillan, number 978-3-030-14409-8, September.
    2. William Nkomoki & Miroslava Bavorová & Jan Banout, 2019. "Factors Associated with Household Food Security in Zambia," Sustainability, MDPI, Open Access Journal, vol. 11(9), pages 1-18, May.
    3. Martin-Shields, Charles P. & Stojetz, Wolfgang, 2019. "Food security and conflict: Empirical challenges and future opportunities for research and policy making on food security and conflict," World Development, Elsevier, vol. 119(C), pages 150-164.
    4. Tesfamicheal Wossen & Salvatore Falco & Thomas Berger & William McClain, 2016. "You are not alone: social capital and risk exposure in rural Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 8(4), pages 799-813, August.
    5. Hailemariam Teklewold & Alemu Mekonnen & Gunnar Kohlin & Salvatore Di Falco, 2017. "Does Adoption Of Multiple Climate-Smart Practices Improve Farmers’ Climate Resilience? Empirical Evidence From The Nile Basin Of Ethiopia," Climate Change Economics (CCE), World Scientific Publishing Co. Pte. Ltd., vol. 8(01), pages 1-30, February.
    6. Mamoon, Dawood & Ijaz, Kinza, 2017. "How Climate Change and Agriculture Fares with Food Security in Pakistan?," MPRA Paper 81346, University Library of Munich, Germany.
    7. Tesfaye C. Cholo & Luuk Fleskens & Diana Sietz & Jack Peerlings, 2019. "Land fragmentation, climate change adaptation, and food security in the Gamo Highlands of Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 50(1), pages 39-49, January.
    8. Amare, M. & Waibel, H., 2015. "Climate Variability, Shocks and Non-farm Employment: Evidence from Rural Household in Northeast Thailand," Proceedings “Schriften der Gesellschaft für Wirtschafts- und Sozialwissenschaften des Landbaues e.V.”, German Association of Agricultural Economists (GEWISOLA), vol. 50, March.
    9. Kumar, Ajay & Sharma, Pritee, 2013. "Impact of climate variation on agricultural productivity and food security in rural India," Economics Discussion Papers 2013-43, Kiel Institute for the World Economy (IfW).
    10. Ayala Wineman, 2016. "Multidimensional Household Food Security Measurement in Rural Zambia," Agrekon, Taylor & Francis Journals, vol. 55(3), pages 278-301, July.
    11. Muuz Hadush, 2017. "Implication of Animal Feed and Water Scarcity on Labor Allocation, Food Production and Per Capita Food Consumption in Tigrai Region, Ethiopia," Journal of Economic Development, Chung-Ang Unviersity, Department of Economics, vol. 42(4), pages 59-93, December.
    12. Pienaar, Louw & Traub, Lulama, 2015. "Understanding the smallholder farmer in South Africa: Towards a sustainable livelihoods classification," 2015 Conference, August 9-14, 2015, Milan, Italy 212633, International Association of Agricultural Economists.
    13. Alexandra Tapsoba & Pascale Combes Motel & Jean-Louis Combes, 2019. "Remittances, food security and climate variability: The case of Burkina Faso," Working Papers halshs-02364775, HAL.
    14. Munir Ahmed & Ghulam Mustafa & Muhammad Iqbal, 2016. "Impact of Farm Households’ Adaptations to Climate Change on Food Security: Evidence from Different Agro-ecologies of Pakistan," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 55(4), pages 561-588.
    15. Murray, Anthony G & Mills, Bradford F, 2014. "Estimating the Resiliency of Zambian Smallholder Farmers: Evidence from a Three-Wave Panel," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 170234, Agricultural and Applied Economics Association.
    16. Abafita, Jemal & Kim, Kyung-Ryang, 2014. "Determinants of Household Food Security in Rural Ethiopia: An Empirical Analysis," Journal of Rural Development/Nongchon-Gyeongje, Korea Rural Economic Institute, vol. 37(2), pages 1-29.
    17. Carine Meyimdjui, 2017. "Food Price Shocks and Government Expenditure Composition: Evidence from African Countries," Working Papers halshs-01457366, HAL.
    18. Carine MEYIMDJUI, 2017. "Food Price Shocks and Government Expenditure Composition: Evidence from African Countries," Working Papers 201703, CERDI.
    19. Meza-Pale, Pablo & Yunez-Naude, Antonio, 2015. "The Effect of Rainfall Variation on Agricultural Households: Evidence from Mexico," 2015 Conference, August 9-14, 2015, Milan, Italy 212457, International Association of Agricultural Economists.
    20. Solomon Asfaw & Giuseppe Maggio & Alessandro Palma, 2018. "Climate Resilience Pathways of Rural Households. Evidence from Ethiopia," SPRU Working Paper Series 2018-18, SPRU - Science Policy Research Unit, University of Sussex Business School.
    21. Million Sileshi & Reuben Kadigi & Khamaldin Mutabazi & Stefan Sieber, 2019. "Analysis of households’ vulnerability to food insecurity and its influencing factors in East Hararghe, Ethiopia," Journal of Economic Structures, Springer;Pan-Pacific Association of Input-Output Studies (PAPAIOS), vol. 8(1), pages 1-17, December.
    22. Thiede, Brian C., 2014. "Rainfall Shocks and Within-Community Wealth Inequality: Evidence from Rural Ethiopia," World Development, Elsevier, vol. 64(C), pages 181-193.

    More about this item

    JEL classification:

    • Q18 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Agricultural Policy; Food Policy
    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General

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