IDEAS home Printed from https://ideas.repec.org/p/csa/wpaper/2020-17.html
   My bibliography  Save this paper

Rural Mobility and Climate Vulnerability: Evidence from the 2015 Drought in Ethiopia

Author

Listed:
  • Ben Brunckhorst

Abstract

In 2015, Ethiopia experienced the worst meteorological drought in decades. This paper investigates vulnerability to drought by applying a difference-in-differences strategy to this event, in a natural experiment. I construct a Standardised Precipitation Index using 35 years of satellite rainfall data to exogenously measure local drought intensity, and combine with nationally representative household panel data. Results show that households experiencing at least a one in 20-year drought have, on average, 12 percent lower annual consumption and 38 percent lower agricultural production than they would otherwise have in a typical year. Results are robust to varying sets of counterfactuals, placebo treatments and identification using the change-in-changes method. Drought has a greater impact on poorer households, female-headed households and larger producers. Production is sensitive to drought severity. In a context of increasing drought frequency and intensity, these findings imply lower expected returns to investment in agriculture, hindering rural development. Results also suggest drought induces positive production spillover effects in nearby areas, which could support resilience. This mechanism may be facilitated by increased factor mobility and market interactions between villages during times of drought. Evidence from rural Ethiopia indicates that transport services, mobile phones and social networks are important for resilience, but the effect of road infrastructure alone is less clear. Public investment in these services may have untapped potential to reduce climate vulnerability.

Suggested Citation

  • Ben Brunckhorst, 2020. "Rural Mobility and Climate Vulnerability: Evidence from the 2015 Drought in Ethiopia," CSAE Working Paper Series 2020-17, Centre for the Study of African Economies, University of Oxford.
  • Handle: RePEc:csa:wpaper:2020-17
    as

    Download full text from publisher

    File URL: https://ora.ox.ac.uk/objects/uuid:54f9b079-86ab-463b-8505-1f724899a61d
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Stefan Dercon & Catherine Porter, 2014. "Live Aid Revisited: Long-Term Impacts Of The 1984 Ethiopian Famine On Children," Journal of the European Economic Association, European Economic Association, vol. 12(4), pages 927-948, August.
    2. Wenzel, Daniela, 2018. "Droughts and Corruption," Working Paper 181/2018, Helmut Schmidt University, Hamburg.
    3. Stefan Dercon & Daniel O. Gilligan & John Hoddinott & Tassew Woldehanna, 2009. "The Impact of Agricultural Extension and Roads on Poverty and Consumption Growth in Fifteen Ethiopian Villages," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 91(4), pages 1007-1021.
    4. 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.
    5. Hill, Ruth Vargas & Porter, Catherine, 2017. "Vulnerability to Drought and Food Price Shocks: Evidence from Ethiopia," World Development, Elsevier, vol. 96(C), pages 65-77.
    6. Tadesse, Getaw & Bahiigwa, Godfrey, 2015. "Mobile Phones and Farmers’ Marketing Decisions in Ethiopia," World Development, Elsevier, vol. 68(C), pages 296-307.
    7. Raballand, Gael & Thornton, Rebecca & Yang, Dean & Goldberg, Jessica & Keleher, Niall & Muller, Annika, 2011. "Are rural road investments alone sufficient to generate transport flows ? lessons from a randomized experiment in rural Malawi and policy implications," Policy Research Working Paper Series 5535, The World Bank.
    8. Aiguo Dai, 2013. "Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(1), pages 52-58, January.
    9. Sarsons, Heather, 2015. "Rainfall and conflict: A cautionary tale," Journal of Development Economics, Elsevier, vol. 115(C), pages 62-72.
    10. Tewodaj Mogues, 2011. "The Bang for the Birr: Public Expenditures and Rural Welfare in Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 47(5), pages 735-752.
    11. Dercon, Stefan, 2004. "Growth and shocks: evidence from rural Ethiopia," Journal of Development Economics, Elsevier, vol. 74(2), pages 309-329, August.
    12. Sam Asher & Paul Novosad, 2020. "Rural Roads and Local Economic Development," American Economic Review, American Economic Association, vol. 110(3), pages 797-823, March.
    13. Keith Kranker, 2019. "CIC: Stata module to implement the Athey and Imbens (2006) Changes-in-Changes model," Statistical Software Components S458656, Boston College Department of Economics.
    14. Gray, Clark & Mueller, Valerie, 2012. "Drought and Population Mobility in Rural Ethiopia," World Development, Elsevier, vol. 40(1), pages 134-145.
    15. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    16. Bachewe, Fantu N. & Berhane, Guush & Minten, Bart & Taffesse, Alemayehu S., 2018. "Agricultural Transformation in Africa? Assessing the Evidence in Ethiopia," World Development, Elsevier, vol. 105(C), pages 286-298.
    17. Aiguo Dai, 2013. "Erratum: Increasing drought under global warming in observations and models," Nature Climate Change, Nature, vol. 3(2), pages 171-171, February.
    18. Carter, Michael R. & Little, Peter D. & Mogues, Tewodaj & Negatu, Workneh, 2007. "Poverty Traps and Natural Disasters in Ethiopia and Honduras," World Development, Elsevier, vol. 35(5), pages 835-856, May.
    19. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    20. Simon Davies, 2010. "Do shocks have a persistent impact on consumption?," Progress in Development Studies, , vol. 10(1), pages 75-79, January.
    21. Monica Beuran & Marie Gachassin & Gaël Raballand, 2015. "Are There Myths on Road Impact and Transport in Sub-Saharan Africa?," Development Policy Review, Overseas Development Institute, vol. 33(5), pages 673-700, September.
    22. Gao, Jianfeng & Mills, Bradford F., 2018. "Weather Shocks, Coping Strategies, and Consumption Dynamics in Rural Ethiopia," World Development, Elsevier, vol. 101(C), pages 268-283.
    23. Ariella Kahn-Lang & Kevin Lang, 2020. "The Promise and Pitfalls of Differences-in-Differences: Reflections on 16 and Pregnant and Other Applications," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(3), pages 613-620, July.
    24. Richard Damania & Claudia Berg & Jason Russ & A. Federico Barra & John Nash & Rubaba Ali, 2017. "Agricultural Technology Choice and Transport," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 99(1), pages 265-284.
    25. David Stifel & Bart Minten & Bethlehem Koru, 2016. "Economic Benefits of Rural Feeder Roads: Evidence from Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 52(9), pages 1335-1356, September.
    26. Amare, Mulubrhan & Jensen, Nathaniel D. & Shiferaw, Bekele & Cissé, Jennifer Denno, 2018. "Rainfall shocks and agricultural productivity: Implication for rural household consumption," Agricultural Systems, Elsevier, vol. 166(C), pages 79-89.
    27. Gina Porter, 2014. "Transport Services and Their Impact on Poverty and Growth in Rural Sub-Saharan Africa: A Review of Recent Research and Future Research Needs," Transport Reviews, Taylor & Francis Journals, vol. 34(1), pages 25-45, January.
    28. Shohei Nakamura & Tom Bundervoet & Mohammed Nuru, 2020. "Rural Roads, Poverty, and Resilience: Evidence from Ethiopia," Journal of Development Studies, Taylor & Francis Journals, vol. 56(10), pages 1838-1855, October.
    29. Heger, Martin Philipp & Neumayer, Eric, 2019. "The impact of the Indian Ocean tsunami on Aceh’s long-term economic growth," Journal of Development Economics, Elsevier, vol. 141(C).
    30. Reuben Abraham, 2007. "Mobile Phones and Economic Development: Evidence From the Fishing Industry in India," Information Technologies and International Development, MIT Press, vol. 4(1), pages 5-17, October.
    31. Wang, Jinxia & Mendelsohn, Robert & Dinar, Ariel & Huang, Jikun & Rozelle, Scott & Zhang, Lijuan, 2008. "Can China continue feeding itself ? the impact of climate change on agriculture," Policy Research Working Paper Series 4470, The World Bank.
    32. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    33. Jenny C. Aker & Isaac M. Mbiti, 2010. "Mobile Phones and Economic Development in Africa," Journal of Economic Perspectives, American Economic Association, vol. 24(3), pages 207-232, Summer.
    34. Kranker, Keith, 2016. "Effects of Medicaid disease management programs on medical expenditures: Evidence from a natural experiment in Georgia," Journal of Health Economics, Elsevier, vol. 46(C), pages 52-69.
    35. Ding, Peng & Li, Fan, 2019. "A Bracketing Relationship between Difference-in-Differences and Lagged-Dependent-Variable Adjustment," Political Analysis, Cambridge University Press, vol. 27(4), pages 605-615, October.
    36. Hans P. Binswanger, 2000. "The Growth Performance of Agriculture in Subsaharan Africa," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 82(5), pages 1075-1086.
    37. Collier, Paul & Dercon, Stefan, 2014. "African Agriculture in 50Years: Smallholders in a Rapidly Changing World?," World Development, Elsevier, vol. 63(C), pages 92-101.
    38. Riley, Emma, 2018. "Mobile money and risk sharing against village shocks," Journal of Development Economics, Elsevier, vol. 135(C), pages 43-58.
    39. Deborah Fahy Bryceson & Annabel Bradbury & Trevor Bradbury, 2008. "Roads to Poverty Reduction? Exploring Rural Roads' Impact on Mobility in Africa and Asia," Development Policy Review, Overseas Development Institute, vol. 26(4), pages 459-482, July.
    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. Hirvonen, Kalle & Sohnesen, Thomas Pave & Bundervoet, Tom, 2020. "Impact of Ethiopia’s 2015 drought on child undernutrition," World Development, Elsevier, vol. 131(C).
    2. 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.
    3. Abate, Gashaw T. & Dereje, Mekdim & Hirvonen, Kalle & Minten, Bart, 2020. "Geography of public service delivery in rural Ethiopia," World Development, Elsevier, vol. 136(C).
    4. Tesfaye, Wondimagegn & Tirivayi, Nyasha, 2020. "Crop diversity, household welfare and consumption smoothing under risk: Evidence from rural Uganda," World Development, Elsevier, vol. 125(C).
    5. Noah Kaiser & Christina K. Barstow, 2022. "Rural Transportation Infrastructure in Low- and Middle-Income Countries: A Review of Impacts, Implications, and Interventions," Sustainability, MDPI, vol. 14(4), pages 1-48, February.
    6. Haddis Solomon & Yoko Kijima, 2022. "Does Land Certification Mitigate the Negative Impact of Weather Shocks? Evidence from Rural Ethiopia," Sustainability, MDPI, vol. 14(19), pages 1-17, October.
    7. Roth, Jonathan & Sant’Anna, Pedro H.C. & Bilinski, Alyssa & Poe, John, 2023. "What’s trending in difference-in-differences? A synthesis of the recent econometrics literature," Journal of Econometrics, Elsevier, vol. 235(2), pages 2218-2244.
    8. Hill,Ruth & Fuje,Habtamu Neda, 2020. "What is the Impact of Weather Shocks on Prices? : Evidence from Ethiopia," Policy Research Working Paper Series 9389, The World Bank.
    9. Gebresilasse, Mesay, 2023. "Rural roads, agricultural extension, and productivity," Journal of Development Economics, Elsevier, vol. 162(C).
    10. Matchaya, Greenwell C. & Tadesse, Getaw & Kuteya, Auckland N., 2022. "Rainfall shocks and crop productivity in Zambia: Implication for agricultural water risk management," Agricultural Water Management, Elsevier, vol. 269(C).
    11. Desbureaux, Sébastien & Rodella, Aude-Sophie, 2019. "Drought in the city: The economic impact of water scarcity in Latin American metropolitan areas," World Development, Elsevier, vol. 114(C), pages 13-27.
    12. Yanyan Gao & Xinping Wang, 2023. "Chinese agriculture in the age of high‐speed rail: Effects on agricultural value added and food output," Agribusiness, John Wiley & Sons, Ltd., vol. 39(2), pages 387-405, March.
    13. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," International Journal of Industrial Organization, Elsevier, vol. 73(C).
    14. Chad D. Meyerhoefer & Muzhe Yang, 2011. "The Relationship between Food Assistance and Health: A Review of the Literature and Empirical Strategies for Identifying Program Effects," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 33(3), pages 304-344.
    15. Lu, Haiyan & Zhao, Pengjun & Hu, Haoyu & Zeng, Liangen & Wu, Kai Sheng & Lv, Di, 2022. "Transport infrastructure and urban-rural income disparity: A municipal-level analysis in China," Journal of Transport Geography, Elsevier, vol. 99(C).
    16. 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.
    17. 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.
    18. Bryan, Elizabeth & Behrman, Julia A., 2013. "Community–based adaptation to climate change: A theoretical framework, overview of key issues and discussion of gender differentiated priorities and participation," CAPRi working papers 109, International Food Policy Research Institute (IFPRI).
    19. Rie Muraoka & Tomoya Matsumoto & Songqing Jin & Keijiro Otsuka, 2016. "On the Possibility of a Maize Green Revolution in the Highlands of Kenya: An Assessment of Emerging Intensive Farming Systems," Natural Resource Management and Policy, in: Keijiro Otsuka & Donald F. Larson (ed.), In Pursuit of an African Green Revolution, edition 1, chapter 0, pages 145-164, Springer.
    20. Kanchan Joshi & Thiagu Ranganathan & Ram Ranjan, 2021. "Exploring Higher Order Risk Preferences of Farmers in a Water-Scarce Region: Evidence from a Field Experiment in West Bengal, India," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(2), pages 317-344, June.

    More about this item

    Keywords

    Drought; Ethiopia; Infrastructure; Rural Development;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • O18 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Urban, Rural, Regional, and Transportation Analysis; Housing; Infrastructure
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

    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:csa:wpaper:2020-17. 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: Julia Coffey (email available below). General contact details of provider: https://edirc.repec.org/data/csaoxuk.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.