Evidence map›Paper›PMID 42455800›Full record

ArticlePLOS global public health2026

Exploring risk factors associated with catastrophic health expenditure on diarrhea management in Karachi, Pakistan, 2022-2024.

Naveed Ahmed, Mohammad Tahir Yousafzai, Sonia I Rao, Arianna Rubin Means, Patricia B Pavlinac, Chloe Morozoff, Farah Naz Qamar

Abstract read
In one paragraph

Article in PLOS global public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Naveed AhmedDepartment of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0003-2768-6623
Mohammad Tahir YousafzaiDepartment of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.
Sonia I RaoDepartment of Global Health, University of Washington, Seattle, Washington, United States of America.ORCID https://orcid.org/0009-0004-7317-8317
Arianna Rubin MeansDepartment of Global Health, University of Washington, Seattle, Washington, United States of America.
Patricia B PavlinacDepartment of Global Health, University of Washington, Seattle, Washington, United States of America.
Chloe MorozoffDepartment of Global Health, University of Washington, Seattle, Washington, United States of America.ORCID https://orcid.org/0000-0002-3254-5553
Farah Naz QamarDepartment of Pediatrics and Child Health, The Aga Khan University, Karachi, Pakistan.ORCID https://orcid.org/0000-0003-4173-680X

Funding

Bill & Melinda Gates Foundation INV-031791
6 · The paper itself

Abstract

Catastrophic health expenditure (CHE) is a situation where a household's out-of-pocket medical payments are excessively high relative to its income, potentially leading to impoverishment. This study explores the risk factors associated with CHE in the management of diarrhea among children enrolled in Enterics for Global Health (EFGH) facilities in Karachi, Pakistan. We conducted a secondary analysis of data from 1,400 children presenting with diarrhea at Pakistan EFGH facilities. We estimated households' direct medical and non-medical costs per diarrheal episode. CHE was defined as healthcare expenditures exceeding 10% of total monthly household expenditure. Risk factors for CHE were assessed using univariate and multivariate regression models. CHE was observed in 9 (0.6%) households. Children experiencing severe diarrhea were 9.53 times (95%CI:1.93-46.91, p = 0.006) more likely to incur CHE compared to those with mild cases. Children with Cryptosporidium had a 7.08 times higher risk (95%CI:1.46-34.38, p = 0.015) compared to non- cryptosporidium. Children with moderate or severe wasting were 5.47 and 9.71 times more likely to experience CHE compared to those without wasting (95%CI:1.01-29.69, p = 0.011 and 1.64-57.6, p = 0.012, respectively). Similarly, moderately underweight children were 5.4 times more likely to experience CHE compared to their non-underweight counterparts (95%CI:1.01-29.69, p = 0.043). After adjusting for diarrhea severity, the risk of CHE among households where the father's education was limited to Quranic schooling was 8.4 times higher compared to no formal education (95%CI:1.13-62.49, p = 0.038). Estimates were based on a small number of CHE events and had wide confidence intervals. Although rare, CHE remains a potential risk for the vulnerable population. While limited statistical power due to small sample sizes warrants cautious interpretation of our risk ratios, our analyses suggest that severe diarrhea, malnutrition, and Cryptosporidium infection are associated with increased risk of CHE. Improving access to affordable healthcare, vaccination and nutritional programs, water, sanitation, and hygiene (WASH) practices, and financial support could reduce the impact of CHE.

Identifiers

PMID42455800
PMCPMC13372140

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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.