IDEAS home Printed from https://ideas.repec.org/a/eee/deveco/v157y2022ics030438782200044x.html
   My bibliography  Save this article

Caveat utilitor: A comparative assessment of resilience measurement approaches

Author

Listed:
  • Upton, Joanna
  • Constenla-Villoslada, Susana
  • Barrett, Christopher B.

Abstract

As development and humanitarian agencies increasingly advance the objective of ‘building resilience’, three resilience measurement methods have come into especially widespread use: the Resilience Indicators for Measurement and Analysis approach developed by FAO, the multi-dimensional index approach developed by TANGO International, and the probabilistic approach of Cissé and Barrett. We compare performance across those three methods using nationally representative panel data from Ethiopia and Niger. We find that the three measures exhibit significantly different distributions and orderings among households, and they vary significantly in the households they identify as resilient or least resilient. All three measures exhibit only modest out-of-sample predictive accuracy, generating many false negatives and false positives relative to the food security outcome measure whose resilience they are meant to reflect. It remains unclear what these measures capture and what value they add beyond more established wellbeing measures such as the food consumption score or real expenditures. There is significant room for improvement in resilience measurement to better guide and evaluate development resilience interventions.

Suggested Citation

  • 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).
  • Handle: RePEc:eee:deveco:v:157:y:2022:i:c:s030438782200044x
    DOI: 10.1016/j.jdeveco.2022.102873
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S030438782200044X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.jdeveco.2022.102873?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Foster, James & Greer, Joel & Thorbecke, Erik, 1984. "A Class of Decomposable Poverty Measures," Econometrica, Econometric Society, vol. 52(3), pages 761-766, May.
    2. Smith, Lisa C. & Frankenberger, Timothy R., 2018. "Does Resilience Capacity Reduce the Negative Impact of Shocks on Household Food Security? Evidence from the 2014 Floods in Northern Bangladesh," World Development, Elsevier, vol. 102(C), pages 358-376.
    3. Hai‐Anh H. Dang & Peter F. Lanjouw, 2017. "Welfare Dynamics Measurement: Two Definitions of a Vulnerability Line and Their Empirical Application," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 633-660, December.
    4. Hauke Jan & Kossowski Tomasz, 2011. "Comparison of Values of Pearson's and Spearman's Correlation Coefficients on the Same Sets of Data," Quaestiones Geographicae, Sciendo, vol. 30(2), pages 87-93, June.
    5. Lipton, Michael & Ravallion, Martin, 1995. "Poverty and policy," Handbook of Development Economics, in: Hollis Chenery & T.N. Srinivasan (ed.), Handbook of Development Economics, edition 1, volume 3, chapter 41, pages 2551-2657, Elsevier.
    6. Stefan Dercon & Krishnan Pramila, 1998. "Changes in Poverty in Rural Ethiopia 1989-1995: Measurement, Robustness Tests and Decomposition," Working Papers of Department of Economics, Leuven 501299, KU Leuven, Faculty of Economics and Business (FEB), Department of Economics, Leuven.
    7. Jones, Lindsey & d'Errico, Marco, 2019. "Whose resilience matters? Like-for-like comparison of objective and subjective evaluations of resilience," World Development, Elsevier, vol. 124(C), pages 1-1.
    8. 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.
    9. Marco d’Errico & Donato Romano & Rebecca Pietrelli, 2018. "Household resilience to food insecurity: evidence from Tanzania and Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 10(4), pages 1033-1054, August.
    10. Martin Ravallion, 2020. "On Measuring Global Poverty," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 167-188, August.
    11. Ravallion, Martin & Chen, Shaohua, 2019. "Global poverty measurement when relative income matters," Journal of Public Economics, Elsevier, vol. 177(C), pages 1-1.
    12. Wiesmann, Doris & Bassett, Lucy & Benson, Todd & Hoddinott, John, 2009. "Validation of the world food programme's food consumption score and alternative indicators of household food security:," IFPRI discussion papers 870, International Food Policy Research Institute (IFPRI).
    13. Christopher B. Barrett & Teevrat Garg & Linden McBride, 2016. "Well-Being Dynamics and Poverty Traps," Annual Review of Resource Economics, Annual Reviews, vol. 8(1), pages 303-327, October.
    14. Isaac Gershon Kodwo Ansah & Cornelis Gardebroek & Rico Ihle, 2019. "Resilience and household food security: a review of concepts, methodological approaches and empirical evidence," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(6), pages 1187-1203, December.
    15. Ethan Ligon & Laura Schechter, 2003. "Measuring Vulnerability," Economic Journal, Royal Economic Society, vol. 113(486), pages 95-102, March.
    16. 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.
    17. Knippenberg, Erwin & Hoddinott, John F., 2017. "Shocks, social protection, and resilience: Evidence from Ethiopia," ESSP working papers 109, International Food Policy Research Institute (IFPRI).
    18. 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.
    19. d'Errico, Marco & Di Giuseppe, Stefania, 2018. "Resilience mobility in Uganda: A dynamic analysis," World Development, Elsevier, vol. 104(C), pages 78-96.
    20. Vaitla, Bapu & Coates, Jennifer & Glaeser, Laura & Hillbruner, Christopher & Biswal, Preetish & Maxwell, Daniel, 2017. "The measurement of household food security: Correlation and latent variable analysis of alternative indicators in a large multi-country dataset," Food Policy, Elsevier, vol. 68(C), pages 193-205.
    21. 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.
    22. Béné, Christophe & Chowdhury, Fahim S. & Rashid, Mamun & Dhali, Sabbir A. & Jahan, Ferdous, 2017. "Squaring the Circle: Reconciling the Need for Rigor with the Reality on the Ground in Resilience Impact Assessment," World Development, Elsevier, vol. 97(C), pages 212-231.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    2. Hui Zhang & Jing Li & Tianshu Quan, 2023. "Strengthening or Weakening: The Impact of an Aging Rural Workforce on Agricultural Economic Resilience in China," Agriculture, MDPI, vol. 13(7), pages 1-16, July.
    3. Manh Hung Do, 2023. "The Role of Savings and Income Diversification in Households’ Resilience Strategies: Evidence from Rural Vietnam," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 168(1), pages 353-388, August.
    4. Bekhzod Egamberdiev, 2024. "Social capital effects on resilience to food insecurity: Evidence from Kyrgyzstan," Journal of International Development, John Wiley & Sons, Ltd., vol. 36(1), pages 435-450, January.
    5. 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).
    6. Olamide Olaosebikan & Abolore Bello & Obaiya Utoblo & Benjamin Okoye & Nathaniel Olutegbe & Elisabeth Garner & Béla Teeken & Elizabeth Bryan & Lora Forsythe & Steven Cole & Peter Kulakow & Chiedozie E, 2023. "Stressors and Resilience within the Cassava Value Chain in Nigeria: Preferred Cassava Variety Traits and Response Strategies of Men and Women to Inform Breeding," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    7. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    8. Barituka Bekee & Corinne Valdivia, 2023. "Resilience of Rural Households: Insights from a Multidisciplinary Literature," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    9. Manh Hung Do, 2023. "Saving up and diversifying income for a rainy day: Implications for households' resilience strategies and poverty," TVSEP Working Papers wp-033, Leibniz Universitaet Hannover, Institute of Development and Agricultural Economics, Project TVSEP.
    10. 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).
    11. Bikram Manandhar & Shenghui Cui & Lihong Wang & Sabita Shrestha, 2023. "Post-Flood Resilience Assessment of July 2021 Flood in Western Germany and Henan, China," Land, MDPI, vol. 12(3), pages 1-32, March.

    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. Upton, Joanna & Tennant, Elizabeth & Florella, Kathryn J. & Barrett, Christopher B., 2021. "A Comparative Assessment of Resilience Measuremen tApproaches," Working Papers 316614, Cornell University, Department of Applied Economics and Management.
    2. 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).
    3. 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).
    4. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
    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. 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.
    7. Marco d’Errico & Jeanne Pinay & Ellestina Jumbe & Anh Hong Luu, 2023. "Drivers and stressors of resilience to food insecurity: evidence from 35 countries," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(5), pages 1161-1183, October.
    8. Barituka Bekee & Corinne Valdivia, 2023. "Resilience of Rural Households: Insights from a Multidisciplinary Literature," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    9. 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).
    10. Nathan Sunday & Rehema Kahunde & Blessing Atwine & Adesoji Adelaja & Justin George, 2023. "How specific resilience pillars mitigate the impact of drought on food security: Evidence from Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(1), pages 111-131, February.
    11. Manyanga, Mark & Murendo, Conrad & Pedzisa, Tarisayi & Mutyasira, Vine & Ndou, Richard, 2023. "Resilience capacities and implications for food security in Zimbabwe," African Journal of Agricultural and Resource Economics, African Association of Agricultural Economists, vol. 17(4), February.
    12. 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.
    13. Ansah, Isaac Gershon K. & Kotu, Bekele Hundie & Manda, Julius & Muthoni, Francis & Azzarri, Carlo, 2023. "Mediation and moderation roles of resilience capacity in the shock–food-security nexus in northern Ghana," Ecological Economics, Elsevier, vol. 211(C).
    14. Isaac Gershon Kodwo Ansah & Cornelis Gardebroek & Rico Ihle, 2019. "Resilience and household food security: a review of concepts, methodological approaches and empirical evidence," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 11(6), pages 1187-1203, December.
    15. Lee, Seungmin & Barrett, Christopher B. & Hoddinott, John F., 2021. "Food Security Dynamics in the United States, 2001-2017," Working Papers 316604, Cornell University, Department of Applied Economics and Management.
    16. Murendo, Conrad & Kairezi, Grace & Mazvimavi, Kizito, 2020. "Resilience capacities and household nutrition in the presence of shocks. Evidence from Malawi," World Development Perspectives, Elsevier, vol. 20(C).
    17. Ouoba, Youmanli & Sawadogo, Natéwindé, 2022. "Food security, poverty and household resilience to COVID-19 in Burkina Faso: Evidence from urban small traders’ households," World Development Perspectives, Elsevier, vol. 25(C).
    18. Smith, Lisa C. & Frankenberger, Timothy R., 2022. "Recovering from severe drought in the drylands of Ethiopia: Impact of Comprehensive Resilience Programming," World Development, Elsevier, vol. 156(C).
    19. Ricardo Sibrian & Marco d’Errico & Patricia Palma de Fulladolsa & Flavia Benedetti-Michelangeli, 2021. "Household Resilience to Food and Nutrition Insecurity in Central America and the Caribbean," Sustainability, MDPI, vol. 13(16), pages 1-30, August.
    20. Amrita Saha & Rachel Sabates-Wheeler & John Thompson, 2022. "Insights into smallholder capacity for agricultural commercialisation: Evidence from four African contexts," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 34(4), pages 1757-1802, August.

    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:eee:deveco:v:157:y:2022:i:c:s030438782200044x. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/devec .

    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.