Evidence map›Paper›PMID 31430312›Full record

ArticlePloS one2019

Disparities in surgical care for children across Brazil: Use of geospatial analysis.

João R N Vissoci, Cecilia T Ong, Luciano de Andrade, Thiago Augusto Hernandes Rocha, Nubia Cristina da Silva, Dan Poenaru, Emily R Smith, Henry E Rice, Global Initiative for Children’s Surgery

Abstract read
In one paragraph

Article in PloS one, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.

0numbers the graph read from it
0cells of the map it votes in
20citing 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

20 citing papers in PubMed.

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    Review
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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

9 authors.

João R N VissociDuke Global Health Institute, Duke University Medical Center, Durham, NC, United States of America.
Cecilia T OngDuke Global Health Institute, Duke University Medical Center, Durham, NC, United States of America.ORCID 0000-0003-0589-6427
Luciano de AndradeGraduate program in Health Sciences, State University of Maringá, Maringá, PR, Brazil.
Thiago Augusto Hernandes RochaFederal University of Minas Gerais, School of Economics, Center of Post-Graduate and Research in Administration, Belo Horizonte, Minas Gerais, Brazil.
Nubia Cristina da SilvaFederal University of Minas Gerais, Faculty of Economics, Observatory of Human Resources in Health, Belo Horizonte, Minas Gerais, Brazil.
Dan PoenaruDivision of Pediatric General and Thoracic Surgery, The Montreal Children's Hospital, McGill University Health Centre, Montreal, QC, Canada.
Emily R SmithDuke Global Health Institute, Duke University Medical Center, Durham, NC, United States of America.
Henry E RiceDuke Global Health Institute, Duke University Medical Center, Durham, NC, United States of America.ORCID 0000-0001-8033-6687
Global Initiative for Children’s Surgery

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHealth systems for surgical care for children in low- and middle-income countries remain poorly understood. Our goal was to characterize the delivery of surgical care for children across Brazil and to identify associations between surgical resources and childhood mortality.

methodsWe performed a cross-sectional, ecological study to analyze surgical care for children in the public health system (Sistema Único de Saúde) across Brazil from 2010 to 2015. We collected data from several national databases, and used geospatial analysis (two-step floating catchment, Getis-Ord-Gi analysis, and geographically weighted regression) to explore relationships between infrastructure, workforce, access, procedure rate, under-5 mortality rate (U5MR), and perioperative mortality rate (POMR).

resultsA total of 246,769 surgical procedures were performed in 6,007 first level/ district hospitals and 491 referral hospitals across Brazil over the study period. The surgical workforce is distributed unevenly across the country, with 0.13-0.26 pediatric surgeons per 100,000 children in the poorer North, Northeast and Midwest regions, and 0.6-0.68 pediatric surgeons per 100,000 children in the wealthier South and Southeast regions. Hospital infrastructure, procedure rate, and access to care is also unequally distributed across the country, with increased resources in the South and Southeast compared to the Northeast, North, and Midwest. The U5MR varies widely across the country, although procedure-specific POMR is consistent across regions. Increased access to care is associated with lower U5MR across Brazil, and access to surgical care differs by geographic region independent of socioeconomic status.

conclusionsThere are wide disparities in surgical care for children across Brazil, with infrastructure, manpower, and resources distributed unevenly across the country. Access to surgical care is associated with improved U5MR independent of socioeconomic status. To address these disparities, policy should direct the allocation of surgical resources commensurate with local population needs.

Indexed as

Socioeconomic FactorsAdolescentBrazilChildChild, PreschoolCross-Sectional StudiesFemaleHealthcare DisparitiesHealth ResourcesHealth Services Needs and DemandHospitalsHumansInfantInfant, NewbornMalePatient Acceptance of Health Care

Identifiers

PMID31430312
PMCPMC6701804

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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.