Evidence map›Paper›PMID 40471581›Full record

ArticleJAMA network open2025

Workforce and Health Care Services for Young Children in Bangladesh.

Md Monir Hossain Shimul, Md Kamrul Hossain, Salamat Khandker

Abstract read
In one paragraph

Article in JAMA network open, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
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

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

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

3 authors.

Md Monir Hossain ShimulDepartment of Public Health, Daffodil International University, Dhaka, Bangladesh.
Md Kamrul HossainDepartment of Computer Science and Engineering, Daffodil International University, Dhaka, Bangladesh.
Salamat KhandkerDepartment of Public Health, Daffodil International University, Dhaka, Bangladesh.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Importance: Inequities in pediatric health care services persist in Bangladesh, with critical disparities between public and private hospitals, particularly for children younger than 5 years. These disparities hinder progress toward equitable health care access and quality outcomes. Objective: To evaluate the availability and quality of health care workforce and service coverage for children younger than 5 years in public and private hospitals in Bangladesh to identify gaps in infrastructure, workforce distribution, and adherence to pediatric care standards. Design, Setting, and Participants: This cross-sectional study was conducted from October 13, 2023, to May 24, 2024. Data collection included facility assessments, structured questionnaires, and direct observations using World Health Organization (WHO)-adapted tools. The study covered both private and public hospitals across 6 subdistricts in Bangladesh, representing a mix of urban and rural populations. Senior hospital staff and administrators were surveyed. Inclusion criteria were general inpatient and outpatient pediatric care delivered in hospitals. Diagnostic centers and specialized facilities were excluded. Exposures: Availability of pediatric infrastructure, workforce, essential medications, and adherence to clinical guidelines assessed against WHO standards. Main Outcomes and Measures: The primary outcomes included the presence of pediatric-specific departments, neonatal care facilities, and trained personnel and adherence to WHO care standards. Data were analyzed using descriptive statistics and χ2 tests to highlight disparities. Results: The study sample included 102 private and 7 public hospitals. A significantly higher proportion of public hospitals compared with private hospitals had pediatric inpatient departments (100% vs 39.2%), newborn wards (100% vs 12.8%), and trained nurses (100% vs 32.4%). Only private hospitals in the sample had neonatal intensive care units (6.9% vs 0%). Pediatricians were available for extended consultations at a greater proportion of public hospitals compared with private hospitals (71.4% vs 26.5%). Conclusions and Relevance: These findings show substantial disparities in the availability of pediatric health care services between public and private hospitals in Bangladesh. Addressing these disparities through workforce investment and infrastructure improvements is crucial for equitable child health care and better health outcomes.

Indexed as

Child Health ServicesHealthcare DisparitiesHealth Services AccessibilityHealth WorkforceBangladeshChild, PreschoolCross-Sectional StudiesFemaleHospitals, PrivateHospitals, PublicHumansInfantInfant, NewbornMaleQuality of Health Care

Identifiers

PMID40471581
PMCPMC12142442

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LicenceCC BY
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Registered trials

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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.