Evidence map›Paper›PMID 39834425›Full record

ArticleHeliyon2025

Pooling the complex survey data across the 64 lower and middle-income countries: A study on antibiotic usage in under-five children.

Md Fakrul Islam, Prosenjit Basak Arka, Mahfuzer Rohman, Md Sabbir Hossain, Md Rashed Babu, Hasin Anupama Azhari, Md Jamal Uddin

Abstract read
In one paragraph

Article in Heliyon, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
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

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
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.

Md Fakrul IslamBiostatistics, Epidemiology and Public Health Research Team, Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Prosenjit Basak ArkaBiostatistics, Epidemiology and Public Health Research Team, Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Mahfuzer RohmanBiostatistics, Epidemiology and Public Health Research Team, Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Md Sabbir HossainBiostatistics, Epidemiology and Public Health Research Team, Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Md Rashed BabuBiostatistics, Epidemiology and Public Health Research Team, Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.
Hasin Anupama AzhariInstitute of Natural Sciences, United International University, Dhaka, Bangladesh.
Md Jamal UddinBiostatistics, Epidemiology and Public Health Research Team, Department of Statistics, Shahjalal University of Science and Technology, Sylhet, 3114, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Antibiotic exposure for fever/cough has been rising alarmingly, especially among children under five in low- and middle-income countries (LMICs). This excessive use could result in higher healthcare costs, and antibiotic resistance is an alarming trend in developing countries. As a result, it's crucial to look at the variables that affect antibiotic exposure and highlight the subgroups among whom antibiotic abuse is the most prevalent. Methods: We used the most recent standard Demographic and Health Survey (DHS) data for 64 LMICs. Sample weights were employed in studies to ensure exact standard errors and estimate Findings: We used data from 141,018 children under five who were reported to have had fever/cough recently in 64 LMICs. Among them, 30.4 % were exposed to antibiotics for fever/cough. Congo (68.7 %), Egypt (65.5 %), and Tajikistan (61.8 %) had the highest prevalence of antibiotic consumption across LMICs. On the other hand, Cameroon (0.3 %), Armenia (4.0 %), and Mauritania (6.1 %) had the lowest. In the final binary logistic regression, mothers that had any formal education (Primary: OR = 1.28, 95 % CI:1.07-1.53, Secondary: OR = 1.38, 95 % CI:1.14-1.67, Higher Education: OR = 1.69, 95 % CI:1.23-2.33) were more likely to expose their children to antibiotics for fever/cough than illiterate ones. Additionally, children in richer households (Richer: OR = 1.38, 95 % CI:1.15-1.66, Richest: OR = 1.46, 95 % CI:1.19-1.80) were more likely to receive antibiotics than those in poorer households. Conclusions: Antibiotic exposure for fever/cough in children under five was relatively moderate across 64 LMICs. However, the rate was incredibly high in some LMICs and incredibly low in others. The researchers recommend that the countries with high and low percentages of antibiotic exposure investigate either any possibility of antibiotic abuse or proper healthcare service at the national level.

Identifiers

PMID39834425
PMCPMC11743117

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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.