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Estimating Multidimensional Development Resilience

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  • Abay, Kibrom A.
  • Barrett, Christopher B.
  • Hoddinott, John F.
  • Lee, Seungmin

Abstract

Resilience measurement has received substantial attention over the past decade or so. Existing measures, however, relate resilience to a single well-being indicator. This may be problematic in contexts where households face deprivations in multiple dimensions. We explore how sensitive estimates of household-level resilience are to the specific well-being indicator used and show that measures are only weakly correlated across different, reasonable indicators based on expenditure-based poverty, dietary diversity, and livestock asset holdings. We then introduce a multidimensional resilience measure, integrating the probabilistic moment-based resilience measurement approach of Cissé and Barrett (2018) with the multidimensional poverty measurement method of Alkire and Foster (2011). Applying the new method to household panel data, we show that univariate and multidimensional resilience measures can yield varied inferences on the ranking of households as well as potential impact of development interventions.

Suggested Citation

  • Abay, Kibrom A. & Barrett, Christopher B. & Hoddinott, John F. & Lee, Seungmin, 2024. "Estimating Multidimensional Development Resilience," IFPRI discussion papers 2268, International Food Policy Research Institute (IFPRI).
  • Handle: RePEc:fpr:ifprid:2268
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    References listed on IDEAS

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    1. 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.
    2. Barriga-Cabanillas, Oscar & Blumenstock, Joshua E. & Lybbert, Travis J. & Putman, Daniel S., 2025. "Probing the limits of mobile phone metadata for poverty prediction and impact evaluation," Journal of Development Economics, Elsevier, vol. 174(C).
    3. Rachel Sabates‐Wheeler & Jeremy Lind & John Hoddinott & Mulugeta Tefera Taye, 2021. "Graduation after 10 years of Ethiopia’s Productive Safety Net Programme: Surviving but still not thriving," Development Policy Review, Overseas Development Institute, vol. 39(4), pages 511-531, July.
    4. 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.
    5. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    6. Ethan Ligon & Laura Schechter, 2003. "Measuring Vulnerability," Economic Journal, Royal Economic Society, vol. 113(486), pages 95-102, March.
    7. Isabella S. Smythe & Joshua E. Blumenstock, 2022. "Geographic microtargeting of social assistance with high-resolution poverty maps," Decision Analysis, INFORMS, vol. 119(32), pages 2120025119-, August.
    8. Knippenberg, Erwin & Hoddinott, John F., 2017. "Shocks, social protection, and resilience: Evidence from Ethiopia," ESSP working papers 109, International Food Policy Research Institute (IFPRI).
    9. Travis J. Lybbert & Christopher B. Barrett & Solomon Desta & D. Layne Coppock, 2004. "Stochastic wealth dynamics and risk management among a poor population," Economic Journal, Royal Economic Society, vol. 114(498), pages 750-777, October.
    10. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7), pages 476-487.
    11. Daniel Gilligan & John Hoddinott & Alemayehu Seyoum Taffesse, 2009. "The Impact of Ethiopia's Productive Safety Net Programme and its Linkages," Journal of Development Studies, Taylor & Francis Journals, vol. 45(10), pages 1684-1706.
    12. Günther, Isabel & Harttgen, Kenneth, 2009. "Estimating Households Vulnerability to Idiosyncratic and Covariate Shocks: A Novel Method Applied in Madagascar," World Development, Elsevier, vol. 37(7), pages 1222-1234, July.
    13. Barrett, Christopher B. & Ghezzi-Kopel, Kate & Hoddinott, John & Homami, Nima & Tennant, Elizabeth & Upton, Joanna & Wu, Tong, 2021. "A Scoping Review of the Development Resilience Literature: Theory, Methods and Evidence," Working Papers 309952, Cornell University, Department of Applied Economics and Management.
    14. Joanna B. Upton & Jennifer Denno Cissé & Christopher B. Barrett, 2016. "Food security as resilience: reconciling definition and measurement," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 135-147, November.
    15. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LLC, number musr, March.
    16. Bapu Vaitla & Jennifer Denno Cissé & Joanna Upton & Girmay Tesfay & Nigussie Abadi & Daniel Maxwell, 2020. "How the choice of food security indicators affects the assessment of resilience—an example from northern Ethiopia," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 12(1), pages 137-150, February.
    17. Hoddinott, John F. & Yohannes, Yisehac, 2002. "Dietary diversity as a food security indicator," FCND discussion papers 136, International Food Policy Research Institute (IFPRI).
    18. Clare Balboni & Oriana Bandiera & Robin Burgess & Maitreesh Ghatak & Anton Heil, 2023. "Why Do People Stay Poor?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 785-844.
    19. Perrings, Charles, 2006. "Resilience and sustainable development," Environment and Development Economics, Cambridge University Press, vol. 11(4), pages 417-427, August.
    20. Scognamillo, Antonio & Song, Chun & Ignaciuk, Adriana, 2023. "No man is an Island: A spatially explicit approach to measure development resilience," World Development, Elsevier, vol. 171(C).
    21. Cissé, Jennifer Denno & Barrett, Christopher B., 2018. "Estimating development resilience: A conditional moments-based approach," Journal of Development Economics, Elsevier, vol. 135(C), pages 272-284.
    22. d'Errico, Marco & Di Giuseppe, Stefania, 2018. "Resilience mobility in Uganda: A dynamic analysis," World Development, Elsevier, vol. 104(C), pages 78-96.
    23. Abay, Kibrom A. & Berhane, Guush & Gilligan, Daniel O. & Tafere, Kibrom & Taffesse, Alemayehu Seyoum, 2024. "Targeting social assistance in fragile settings: An experiment on community-based targeting," IFPRI discussion papers 2289, International Food Policy Research Institute (IFPRI).
    24. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    25. Lenis Saweda O. Liverpool‐Tasie & Alex Winter‐Nelson, 2011. "Asset versus consumption poverty and poverty dynamics in rural Ethiopia," Agricultural Economics, International Association of Agricultural Economists, vol. 42(2), pages 221-233, March.
    26. Upton, Joanna & Constenla-Villoslada, Susana & Barrett, Christopher B., 2022. "Caveat utilitor: A comparative assessment of resilience measurement approaches," Journal of Development Economics, Elsevier, vol. 157(C).
    27. Barrett, Christopher B. & Ghezzi-Kopel, Kate & Hoddinott, John & Homami, Nima & Tennant, Elizabeth & Upton, Joanna & Wu, Tong, 2021. "A scoping review of the development resilience literature: Theory, methods and evidence," World Development, Elsevier, vol. 146(C).
    28. 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.
    29. Mauricio Gallardo, 2018. "Identifying Vulnerability To Poverty: A Critical Survey," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 1074-1105, September.
    30. Frank Huettner & Marco Sunder, 2012. "rego: Stata module for decomposing goodness of fit according to Owen and Shapley values," United Kingdom Stata Users' Group Meetings 2012 17, Stata Users Group.
    31. David E. Sahn & David Stifel, 2003. "Exploring Alternative Measures of Welfare in the Absence of Expenditure Data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 49(4), pages 463-489, December.
    32. Michael Carter & Christopher Barrett, 2006. "The economics of poverty traps and persistent poverty: An asset-based approach," Journal of Development Studies, Taylor & Francis Journals, vol. 42(2), pages 178-199.
    33. Abay, Kibrom A. & Abay, Mehari H. & Berhane, Guush & Chamberlin, Jordan, 2022. "Social protection and resilience: The case of the productive safety net program in Ethiopia," Food Policy, Elsevier, vol. 112(C).
    34. 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.
    35. Orazio P. Attanasio & Miguel Székely & George Gray-Molina & Wilson Jiménez & Ernesto Pérez de Rada & Ernesto Yáñez & Marcelo Côrtes Neri & Edward Joaquim Amadeo & Alexandre Pinto Carvalho & Dante Cont, 2001. "Portrait of the Poor: An Assets-Based Approach," IDB Publications (Books), Inter-American Development Bank, number 42198 edited by Orazio P. Attanasio & Miguel Székely, February.
    36. Coll-Black, Sarah & Gilligan, Daniel O. & Hoddinott, John F. & Kumar, Neha & Taffesse, Alemayehu Seyoum & Wiseman, William, 2011. "Targeting food security interventions when “everyone is poor†: The case of Ethiopia's Productive Safety Net Programme," ESSP working papers 24, International Food Policy Research Institute (IFPRI).
    37. Attanasio, Orazio P. & Székely, Miguel & Gray-Molina, George & Jiménez, Wilson & Pérez de Rada, Ernesto & Yáñez, Ernesto & Neri, Marcelo Côrtes & Amadeo, Edward Joaquim & Carvalho, Alexandre Pinto & C, 2001. "Portrait of the Poor: An Assets-Based Approach," IDB Publications (Books), Inter-American Development Bank, number 322, November.
    38. Osnat Israeli, 2007. "A Shapley-based decomposition of the R-Square of a linear regression," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(2), pages 199-212, August.
    39. Knippenberg, Erwin & Jensen, Nathaniel & Constas, Mark, 2019. "Quantifying household resilience with high frequency data: Temporal dynamics and methodological options," World Development, Elsevier, vol. 121(C), pages 1-15.
    40. Chaudhuri, Shubham & Ravallion, Martin, 1994. "How well do static indicators identify the chronically poor?," Journal of Public Economics, Elsevier, vol. 53(3), pages 367-394, March.
    41. Isabella S. Smythe & Joshua E. Blumenstock, 2022. "Geographic microtargeting of social assistance with high-resolution poverty maps," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 119(32), pages 2120025119-, August.
    42. repec:idb:brikps:42198 is not listed on IDEAS
    43. Clare Balboni & Oriana Bandiera & Robin Burgess & Maitreesh Ghatak & Anton Heil, 2022. "Why Do People Stay Poor? [“Exploring Poverty Traps and Social Exclusion in South Africa Using Qualitative and Quantitative Data,”]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(2), pages 785-844.
    44. Yao, Becatien & Shanoyan, Aleksan & Schwab, Ben & Amanor-Boadu, Vincent, 2023. "The role of mobile money in household resilience: Evidence from Kenya," World Development, Elsevier, vol. 165(C).
    45. repec:fpr:gsspwp:158351 is not listed on IDEAS
    46. Pritchett, Lant & Suryahadi, Asep & Sumarto, Sudarno, 2000. "Quantifying vulnerability to poverty - a proposed measure, applied to Indonesia," Policy Research Working Paper Series 2437, The World Bank.
    47. Alkire, Sabina & Santos, Maria Emma, 2014. "Measuring Acute Poverty in the Developing World: Robustness and Scope of the Multidimensional Poverty Index," World Development, Elsevier, vol. 59(C), pages 251-274.
    48. Guush Berhane & Daniel O. Gilligan & John Hoddinott & Neha Kumar & Alemayehu Seyoum Taffesse, 2014. "Can Social Protection Work in Africa? The Impact of Ethiopia's Productive Safety Net Programme," Economic Development and Cultural Change, University of Chicago Press, vol. 63(1), pages 1-26.
    49. Phadera, Lokendra & Michelson, Hope & Winter-Nelson, Alex & Goldsmith, Peter, 2019. "Do asset transfers build household resilience?," Journal of Development Economics, Elsevier, vol. 138(C), pages 205-227.
    50. John McPeak, 2004. "Contrasting income shocks with asset shocks: livestock sales in northern Kenya," Oxford Economic Papers, Oxford University Press, vol. 56(2), pages 263-284, April.
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