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Quantifying household resilience with high frequency data: Temporal dynamics and methodological options

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Cited by:

  1. Demissie, Birhan S. & Kasie, Tesfahun A. & Upton, Joanna B. & Blom, Sylvia A., "undated". "Climate Shocks And Resilience: Evidence From Rural Ethiopia," PRCI Research Papers 320707, Michigan State University, Department of Agricultural, Food and Resource Economics, Food Security Group.
  2. Lee, Seungmin & Abay, Kibrom A. & Barrett, Christopher B. & Hoddinott, John, 2026. "Estimating multidimensional development resilience," Journal of Development Economics, Elsevier, vol. 178(C).
  3. Barituka Bekee & Corinne Valdivia, 2023. "Resilience of Rural Households: Insights from a Multidisciplinary Literature," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
  4. Baez, Javier E. & Kshirsagar, Varun & Skoufias, Emmanuel, 2024. "Drought-sensitive targeting and child growth faltering in Southern Africa," World Development, Elsevier, vol. 182(C).
  5. Moller, Kieron & Nejadhashemi, A. Pouyan & Tirgari, Mohammad & Junior, Nilson Vieira & Carcedo, Ana Julia Paula & Ciampitti, Ignacio & Prasad, P.V. Vara & Diallo, Amadiane, 2026. "A novel framework for evaluating farmer resilience: Methodological advances and theoretical foundations," Agricultural Systems, Elsevier, vol. 231(C).
  6. Premand, Patrick & Stoeffler, Quentin, 2022. "Cash transfers, climatic shocks and resilience in the Sahel," Journal of Environmental Economics and Management, Elsevier, vol. 116(C).
  7. Poudel, Namita & Shaw, Rajib, 2025. "Exploring household resilience indicators in the context of urban-rural linked water systems and post-disaster scenarios in Kathmandu valley," Ecological Modelling, Elsevier, vol. 510(C).
  8. Nekeisha Spencer & Eric Strobl, 2025. "Modeling the Impact of Extreme Climate Events on Household Welfare: An Empirical Framework," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 88(4), pages 921-964, April.
  9. 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).
  10. Thomas Slijper & Yann de Mey & P Marijn Poortvliet & Miranda P M Meuwissen, 2022. "Quantifying the resilience of European farms using FADN," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 49(1), pages 121-150.
  11. Jayachandran, Seema & Biradavolu, Monica & Cooper, Jan, 2021. "Using Machine Learning and Qualitative Interviews to Design a Five-Question Women's Agency Index," IZA Discussion Papers 14221, IZA Network @ LISER.
  12. Fanzo, Jessica & Haddad, Lawrence & Schneider, Kate R. & Béné, Christophe & Covic, Namukolo M. & Guarin, Alejandro & Herforth, Anna W. & Herrero, Mario & Sumaila, U. Rashid & Aburto, Nancy J. & Amuyun, 2021. "Viewpoint: Rigorous monitoring is necessary to guide food system transformation in the countdown to the 2030 global goals," Food Policy, Elsevier, vol. 104(C).
  13. Carletto,Calogero & Dillon,Andrew S. & Zezza,Alberto, 2021. "Agricultural Data Collection to Minimize Measurement Error and Maximize Coverage," Policy Research Working Paper Series 9745, The World Bank.
  14. Sandeep Kumar & S. Chakraverty & Narayan Sethi, 2026. "Application of ANNs for predicting poverty levels with interval estimation: a case study of Odisha, India," Journal of Computational Social Science, Springer, vol. 9(1), pages 1-20, February.
  15. Gourlay, Sydney & Kilic, Talip & Martuscelli, Antonio & Wollburg, Philip & Zezza, Alberto, 2021. "Viewpoint: High-frequency phone surveys on COVID-19: Good practices, open questions," Food Policy, Elsevier, vol. 105(C).
  16. Arslan, Aslihan & Cavatassi, Romina & Hossain, Marup, "undated". "Research Series 69: Structural and rural transformation and food systems: a quantitative synthesis for LMICs," IFAD Research Series 320669, International Fund for Agricultural Development (IFAD).
  17. Tim Ölkers & Annkathrin Wahbi & Oliver Mußhoff, 2025. "Understanding Temptation Spending and Saving Behaviour Among Malian Farming Households," Journal of International Development, John Wiley & Sons, Ltd., vol. 37(3), pages 697-717, April.
  18. 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.
  19. 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).
  20. 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.
  21. Guido de Blasio & Alessio D'Ignazio & Marco Letta, 2020. "Predicting Corruption Crimes with Machine Learning. A Study for the Italian Municipalities," Working Papers 16/20, Sapienza University of Rome, DISS.
  22. 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).
  23. Natéwindé Sawadogo & Youmanli Ouoba, 2023. "COVID-19, food coping strategies and households resilience: the case of informal sector in Burkina Faso," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 15(4), pages 1041-1056, August.
  24. Lee, Seungmin & Barrett, Christopher B. & Hoddinott, John F., 2021. "Food Security Dynamics in the United States: Insights Using a New Measure," 2021 Conference, August 17-31, 2021, Virtual 315065, International Association of Agricultural Economists.
  25. Yujun Zhou & Erin Lentz & Hope Michelson & Chungmann Kim & Kathy Baylis, 2022. "Machine learning for food security: Principles for transparency and usability," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(2), pages 893-910, June.
  26. 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).
  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. Sean Kiely & Dorothee Buehler & Ute Rink & Kristin Kiesel, 2023. "The effects of disability on households' economic livelihoods and poverty in Vietnam," TVSEP Working Papers wp-035, Leibniz Universitaet Hannover, Institute for Environmental Economics and World Trade, Project TVSEP.
  29. Li, Han & Xia, Hao, 2026. "Does ecological zoning spur household welfare and resilience? A quasi-natural experiment in China," Ecological Economics, Elsevier, vol. 240(C).
  30. Lin Li & Kecheng Wei & Jiliang Han & Yuchun Zhu, 2025. "Digital empowerment and the development resilience in rural households: causal inference based on double machine learning," Empirical Economics, Springer, vol. 69(3), pages 1187-1227, September.
  31. 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).
  32. Alexis H. Villacis & Syed Badruddoza & Ashok K. Mishra, 2024. "A machine learning‐based exploration of resilience and food security," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(4), pages 1479-1505, December.
  33. Linden McBride & Christopher B. Barrett & Christopher Browne & Leiqiu Hu & Yanyan Liu & David S. Matteson & Ying Sun & Jiaming Wen, 2022. "Predicting poverty and malnutrition for targeting, mapping, monitoring, and early warning," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 44(2), pages 879-892, June.
  34. Ouyang, Yao & Lu, Min & Ouyang, Zisheng, 2025. "International crises, national scale, and economic resilience in the 21st century," Structural Change and Economic Dynamics, Elsevier, vol. 75(C), pages 618-637.
  35. 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.
  36. Kilic, Talip & Letta, Marco & Montalbano, Pierluigi & Petruccelli, Federica, 2026. "CLARE : A Causal machine Learning Approach to Resilience Estimation," Policy Research Working Paper Series 11292, The World Bank.
  37. Alessandra Garbero & Marco Letta, 2022. "Predicting household resilience with machine learning: preliminary cross-country tests," Empirical Economics, Springer, vol. 63(4), pages 2057-2070, October.
  38. German Caruso & Valerie Mueller & Alexis Villacis, 2024. "Leveraging unsupervised machine learning to examine women's vulnerability to climate change," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 46(4), pages 1355-1378, December.
  39. Letta, Marco & Montalbano, Pierluigi & Morales Opazo, Cristian & Petruccelli, Federica, 2025. "Measuring and testing vulnerability to food insecurity for prediction and targeting," Economics & Human Biology, Elsevier, vol. 59(C).
  40. Jayachandran, Seema & Biradavolu, Monica & Cooper, Jan, 2023. "Using machine learning and qualitative interviews to design a five-question survey module for women’s agency," World Development, Elsevier, vol. 161(C).
  41. Li, Rongda & He, Jing, 2024. "FinTech development and household resilience to negative income shocks: The role of informal risk sharing," International Review of Economics & Finance, Elsevier, vol. 94(C).
  42. Aslihan Arslan & Romina Cavatassi & Marup Hossain, 2022. "Food systems and structural and rural transformation: a quantitative synthesis for low and middle-income countries," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 14(1), pages 293-320, February.
  43. de Blasio, Guido & D'Ignazio, Alessio & Letta, Marco, 2022. "Gotham city. Predicting ‘corrupted’ municipalities with machine learning," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
  44. Seungmin Lee & Christopher B. Barrett & John F. Hoddinott, 2024. "Food security dynamics in the United States, 2001–2017," American Journal of Agricultural Economics, John Wiley & Sons, vol. 106(5), pages 1595-1618, October.
  45. Annet Adong & Lukas Kornher & Bezawit Beyene Chichaibelu & Emily Ijete Amondo & Benard Bashaasha, 2026. "Using high-frequency data to measure the resilience of households to food insecurity and women’s dietary diversity in Uganda," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 18(2), pages 377-403, April.
  46. 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).
  47. Upton, Joanna & Tennant, Elizabeth & Florella, Kathryn J. & Barrett, Christopher B., "undated". "A Comparative Assessment of Resilience Measuremen tApproaches," Working Papers 316614, Cornell University, Department of Applied Economics and Management.
  48. Erwin Knippenberg & Mattia Amadio & Moritz Meyer, 2024. "Poverty Impacts of the Pakistan Flood 2022," Economics of Disasters and Climate Change, Springer, vol. 8(3), pages 453-471, November.
  49. Lentz, E.C. & Michelson, H. & Baylis, K. & Zhou, Y., 2019. "A data-driven approach improves food insecurity crisis prediction," World Development, Elsevier, vol. 122(C), pages 399-409.
  50. Tesfahun, Birhan S. & Kasie, A. & Upton, Joanna B. & Blom, Sylvia A., "undated". "Climate shocks and resilience: evidence from rural Ethiopia," PRCI Research Papers 321060, Michigan State University, Department of Agricultural, Food and Resource Economics, Food Security Group.
  51. Tennant, Elizabeth J. & Michuda, Aleksandr & Upton, Joanna B. & Chamorro, Andres & Engstrom, Ryan & Mann, Michael L. & Newhouse, David & Weber, Michael & Barrett, Christopher B., 2025. "Nowcasting Disruptions to Human Capital Formation : Evidence from High-Frequency Household and Geospatial Data in Rural Malawi," Policy Research Working Paper Series 11202, The World Bank.
  52. Zezza,Alberto & Mcgee,Kevin Robert & Wollburg,Philip Randolph & Assefa,Thomas Woldu & Gourlay,Sydney, 2022. "From Necessity to Opportunity : Lessons for Integrating Phone and In-Person Data Collectionfor Agricultural Statistics in a Post-Pandemic World," Policy Research Working Paper Series 10168, The World Bank.
  53. 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).
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