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Near-Real-Time Welfare and Livelihood Impacts of an Active Civil War : Evidence from Ethiopia

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  • Abay,Kibrom A.
  • Hirfrfot,Kibrom Tafere
  • Berhane,Guush
  • Chamberlin,Jordan
  • Abay,Mehari H.

Abstract

Ethiopia is currently embroiled in a large-scale civil war that has continued for more than ayear. Using unique High-Frequency Phone Survey data, which spans several months before and after the outbreak of thewar, this paper provides fresh evidence on the ex durante impacts of the conflict on the food security and livelihoodactivities of affected households. The analysis uses difference-in-differences estimation to compare trends inthe outcomes of interest across affected and unaffected regions (households) and before and after the outbreak ofthe civil war. The findings show that seven months into the conflict, the outbreak of the civil war increased theprobability of moderate to severe food insecurity by 38 percentage points. Using the Armed Conflict Location andEvent Data on households’ exposure to violent conflict, the analysis shows that exposure to one additional battle leadsto a 1 percentage point increase in the probability of moderate to severe food insecurity. The conflict has reducedhouseholds’ access to food through supply chain disruptions while also curtailing non-farm livelihood activities.Non-farm and wage-related activities have been the most affected by the conflict, while farming activities have beenrelatively more resilient. Similarly, economic activities in urban areas have been much more affected than those in ruralareas. These substantial impact estimates, which are likely to be underestimates of the true average effects on thepopulation, constitute novel evidence of the near-real-time impacts of an ongoing civil conflict, providing directevidence of how violent conflict disrupts the functioning of market supply chains and livelihoods activities. The paperhighlights the potential of phone surveys to monitor active and large-scale conflicts, especially in contexts whereconventional data sources are not immediately available.

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  • Abay,Kibrom A. & Hirfrfot,Kibrom Tafere & Berhane,Guush & Chamberlin,Jordan & Abay,Mehari H., 2022. "Near-Real-Time Welfare and Livelihood Impacts of an Active Civil War : Evidence from Ethiopia," Policy Research Working Paper Series 10004, The World Bank.
  • Handle: RePEc:wbk:wbrwps:10004
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    1. Gupta, Sanjeev & Clements, Benedict & Bhattacharya, Rina & Chakravarti, Shamit, 2004. "Fiscal consequences of armed conflict and terrorism in low- and middle-income countries," European Journal of Political Economy, Elsevier, vol. 20(2), pages 403-421, June.
    2. Siyan Chen & Norman V. Loayza & Marta Reynal-Querol, 2008. "The Aftermath of Civil War," The World Bank Economic Review, World Bank, vol. 22(1), pages 63-85, February.
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    4. Valerie Cerra & Sweta Chaman Saxena, 2008. "Growth Dynamics: The Myth of Economic Recovery," American Economic Review, American Economic Association, vol. 98(1), pages 439-457, March.
    5. Shemyakina, Olga, 2011. "The effect of armed conflict on accumulation of schooling: Results from Tajikistan," Journal of Development Economics, Elsevier, vol. 95(2), pages 186-200, July.
    6. 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.
    7. Akresh, Richard & Lucchetti, Leonardo & Thirumurthy, Harsha, 2012. "Wars and child health: Evidence from the Eritrean–Ethiopian conflict," Journal of Development Economics, Elsevier, vol. 99(2), pages 330-340.
    8. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    9. Beegle, Kathleen & Carletto, Calogero & Himelein, Kristen, 2012. "Reliability of recall in agricultural data," Journal of Development Economics, Elsevier, vol. 98(1), pages 34-41.
    10. Bertoni, Eleonora & Di Maio, Michele & Molini, Vasco & Nisticò, Roberto, 2019. "Education is forbidden: The effect of the Boko Haram conflict on education in North-East Nigeria," Journal of Development Economics, Elsevier, vol. 141(C).
    11. Miguel, Edward & Roland, Gérard, 2011. "The long-run impact of bombing Vietnam," Journal of Development Economics, Elsevier, vol. 96(1), pages 1-15, September.
    12. Anna Josephson & Talip Kilic & Jeffrey D. Michler, 2021. "Socioeconomic impacts of COVID-19 in low-income countries," Nature Human Behaviour, Nature, vol. 5(5), pages 557-565, May.
    13. Mevlude Akbulut-Yuksel, 2014. "Children of War: The Long-Run Effects of Large-Scale Physical Destruction and Warfare on Children," Journal of Human Resources, University of Wisconsin Press, vol. 49(3), pages 634-662.
    14. Ouarda Merrouche, 2011. "The Long Term Educational Cost of War: Evidence from Landmine Contamination in Cambodia," Journal of Development Studies, Taylor & Francis Journals, vol. 47(3), pages 399-416.
    15. Pivovarova, Margarita & Swee, Eik Leong, 2015. "Quantifying the Microeconomic Effects of War Using Panel Data: Evidence From Nepal," World Development, Elsevier, vol. 66(C), pages 308-321.
    16. Korinek, Anton & Mistiaen, Johan A. & Ravallion, Martin, 2007. "An econometric method of correcting for unit nonresponse bias in surveys," Journal of Econometrics, Elsevier, vol. 136(1), pages 213-235, January.
    17. Kati Kraehnert & Tilman Brück & Michele Di Maio & Roberto Nisticò, 2019. "The Effects of Conflict on Fertility: Evidence From the Genocide in Rwanda," Demography, Springer;Population Association of America (PAA), vol. 56(3), pages 935-968, June.
    18. Wooldridge, Jeffrey M., 2007. "Inverse probability weighted estimation for general missing data problems," Journal of Econometrics, Elsevier, vol. 141(2), pages 1281-1301, December.
    19. 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.
    20. Chamarbagwala, Rubiana & Morán, Hilcías E., 2011. "The human capital consequences of civil war: Evidence from Guatemala," Journal of Development Economics, Elsevier, vol. 94(1), pages 41-61, January.
    21. Minten, Bart & Taffesse, Alemayehu Seyoum & Brown, Petra, 2018. "The economics of teff: Exploring Ethiopia’s biggest cash crop," IFPRI books, International Food Policy Research Institute (IFPRI), number 9780896292833.
    22. Richard Akresh & Philip Verwimp & Tom Bundervoet, 2011. "Civil War, Crop Failure, and Child Stunting in Rwanda," Economic Development and Cultural Change, University of Chicago Press, vol. 59(4), pages 777-810.
    23. Hari Sharma & John Gibson, 2019. "Civil War and International Migration from Nepal: Evidence from a Spatial Durbin Model," Working Papers in Economics 19/06, University of Waikato.
    24. Tom Bundervoet & Philip Verwimp & Richard Akresh, 2009. "Health and Civil War in Rural Burundi," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
    25. Mansour, Hani & Rees, Daniel I., 2012. "Armed conflict and birth weight: Evidence from the al-Aqsa Intifada," Journal of Development Economics, Elsevier, vol. 99(1), pages 190-199.
    26. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    27. Weldeegzie, Samuel G., 2017. "Growing-up Unfortunate: War and Human Capital in Ethiopia," World Development, Elsevier, vol. 96(C), pages 474-489.
    28. Jean-François Maystadt & Olivier Ecker, 2014. "Extreme Weather and Civil War: Does Drought Fuel Conflict in Somalia through Livestock Price Shocks?," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 96(4), pages 1157-1182.
    29. Minten, Bart & Taffesse, Alemayehu Seyoum & Brown, Petra, 2018. "The economics of teff: Exploring Ethiopia’s biggest cash crop: Synopsis:," IFPRI synopses 9780896292857, International Food Policy Research Institute (IFPRI).
    30. Adelaja, Adesoji & George, Justin, 2019. "Effects of conflict on agriculture: Evidence from the Boko Haram insurgency," World Development, Elsevier, vol. 117(C), pages 184-195.
    31. John Gibson & Bonggeun Kim, 2007. "Measurement Error in Recall Surveys and the Relationship between Household Size and Food Demand," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 89(2), pages 473-489.
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    Cited by:

    1. Gebreslassie, Mulualem G. & Bahta, Solomon T., 2023. "Ethiopia needs peace to accelerate its SDG 7 achievements," World Development Perspectives, Elsevier, vol. 30(C).

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