ArticleJournal of health, population, and nutrition2025
Understanding the ability of households to cope with economic shocks: an empirical study of Pakistan during the COVID-19 pandemic.
Article in Journal of health, population, and nutrition, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe COVID-19 pandemic presented unprecedented challenges to households throughout the world, particularly in low- and middle-income countries. Pakistan's COVID-19 management policies have been widely recognized for their effectiveness at both national and international levels.
objectiveIn this study, we empirically examine households' response to external shocks, such as the COVID-19 pandemic, and the coping mechanisms adopted at the household level in Pakistan.
methodsBased on Rational Choice Theory, the research examines 3456 households, encompassing both urban and rural areas, using official survey data from the National Bureau of Statistics of Pakistan. The study utilizes the logit model for the estimations.
resultsThe findings show that substitution for low-quality food sources is the most common coping mechanism and closely impacts food security. Interestingly, the study revealed that, except for bank loans, none of the coping mechanisms significantly reduced the likelihood that families would experience severe COVID-19 effects.
conclusionsThe findings of the study underscore the complexities of responding to a multifaceted crisis such as the pandemic. This research contributes essential insights into the evolving discourse on pandemic resilience, recovery strategies, and anticipated similar shocks.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.