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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
  • 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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    1. Quisumbing, Agnes R., 2003. "Food Aid and Child Nutrition in Rural Ethiopia," World Development, Elsevier, vol. 31(7), pages 1309-1324, July.
    2. 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.
    3. 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.
    4. Hoddinott, John & Yohannes, Yisehac, 2002. "Dietary diversity as a food security indicator," FCND discussion papers 136, International Food Policy Research Institute (IFPRI).
    5. 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.
    6. 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.
    7. 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).
    8. 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).
    9. 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.
    10. von Braun, Joachim, 1991. "A policy agenda for famine prevention in Africa," Food policy reports 1, International Food Policy Research Institute (IFPRI).
    11. 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.
    12. 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).
    13. Maxwell, Daniel & Caldwell, Richard & Langworthy, Mark, 2008. "Measuring food insecurity: Can an indicator based on localized coping behaviors be used to compare across contexts?," Food Policy, Elsevier, vol. 33(6), pages 533-540, December.
    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 2004/139, International Monetary Fund.
    15. 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.
    16. Charlotte Benson & Edward Clay, 1998. "Drought and Sub-Saharan African Economies," World Bank Publications - Reports 9884, The World Bank Group.
    17. Romina Cavatassi & Benjamin Davis & Leslie Lipper, 2004. "Estimating Poverty Over Time and Space: Construction of a time-variant poverty index for Costa Rica," Working Papers 04-21, Agricultural and Development Economics Division of the Food and Agriculture Organization of the United Nations (FAO - ESA).
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    More about this item

    JEL classification:

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

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