ArticlePloS one2019
Disparities in surgical care for children across Brazil: Use of geospatial analysis.
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.
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Who cites it
20 citing papers in PubMed.
- Geospatial analysis in addressing surgical care inequities: A scoping review and methodological guide.PLOS digital health · 2026Article
- Psoriasis in the Brazilian Public Health System: A Nationwide Analysis of Healthcare Utilization and Inequalities, 2014-2024.Healthcare (Basel, Switzerland) · 2026Article
- Frugal Innovations in Orthopaedics.Current reviews in musculoskeletal medicine · 2025Review
- Predicting In-hospital Mortality of Pediatric Surgical Admissions in Central Malawi.Journal of pediatric surgery · 2025Article
- Determinants of surgical approach to pediatric appendicitis in Brazil.Pediatric surgery international · 2025Article
- A proposal in Brazil to use generative AI in education threatens quality and equity.Patterns (New York, N.Y.) · 2024Article
- Research trends in pediatric splenic trauma in Brazil: how much has changed in the last two decades?Acta cirurgica brasileira · 2024Article
- Pediatric Surgery Workforce Around the World: A Need to Revise Residency Programs?Global pediatric health · 2024Article
- Modeling the global impact of reducing out-of-pocket costs for children's surgical care.PLOS global public health · 2024Article
- Article
- Rethinking referral systems in rural chiapas: A mixed methods study.Dialogues in health · 2023Article
- Assessing the inclusion of children's surgical care in National Surgical, Obstetric and Anaesthesia Plans: a policy content analysis.BMJ open · 2023Article
- Evaluation of the regional distribution of the pediatric surgery workforce and surgical load in Brazil.World journal of pediatric surgery · 2023Article
- Delivery of essential pediatric congenital surgical care within Brazil's universal health coverage system: a national survey of pediatric surgeons.World journal of pediatric surgery · 2023Article
- Impact of socioeconomic factors and health determinants on preterm birth in Brazil: a register-based study.BMC pregnancy and childbirth · 2022Article
- Interpersonal challenges in surgical care provision in rural Mexico: A qualitative study.Lancet regional health. Americas · 2022Article
- Assessment of surgical capacity in Chiapas, Mexico: a cross-sectional study of the public and private sector.BMJ open · 2021Article
- Geospatial analysis of pediatric surgical need and geographical access to care in Somaliland: a cross-sectional study.BMJ open · 2021Article
- Article
- Towards defining the surgical workforce for children: a geospatial analysis in Brazil.BMJ open · 2020Article
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
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.
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