ArticleJAMA surgery2016
Mapping Population-Level Spatial Access to Essential Surgical Care in Ghana Using Availability of Bellwether Procedures.
Article in JAMA surgery, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 36 papers, 1 of them a synthesis that pooled it.
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Who cites it
36 citing papers in PubMed, 1 synthesis or guideline pooled it, 55 citations in OpenAlex.
- Systematic review of the Lancet Commission on Global Surgery indicators with quality assessment of modelled estimates.The British journal of surgery · 2026Pooled it
- Geospatial analysis in addressing surgical care inequities: A scoping review and methodological guide.PLOS digital health · 2026Article
- Climate, geography and socioeconomic vulnerability and emergency care accessibility in Nepal, 2022: a high-resolution geospatial analysis of inequalities.BMJ global health · 2026Article
- The 'golden hour': a geospatial analysis of travel time to public emergency departments in Kenya.BMJ global health · 2026Observational
- What Is the Need for and Access to Trauma Surgery in Low- and Middle-Income Countries? A Scoping Review.World journal of surgery · 2025Article
- Travel Time as an Indicator of Poor Access to Care in Surgical Emergencies.JAMA network open · 2025Article
- Examining inequalities in spatial access to national health insurance fund contracted facilities in Kenya.International journal for equity in health · 2024Article
- Geospatial Access to Emergency Obstetric Surgery in Indonesia: Is Travel Time for Access Too Long?Annals of global health · 2024Article
- Geospatial mapping of surgical systems for earthquake emergency planning in Guerrero, Mexico: an ecological study.Lancet regional health. Americas · 2023Article
- Population-Level Access to Breast Cancer Early Detection and Diagnosis in Nigeria.JCO global oncology · 2023Article
- Evaluating the status of the Lancet Commission on Global Surgery indicators for India.The Lancet regional health. Southeast Asia · 2023Review
- Estimated travel time and staffing constraints to accessing the Ethiopian health care system: A two-step floating catchment area analysis.Journal of global health · 2023Article
- Mapping population access to essential surgical care in Liberia using equipment, personnel, and bellwether capability standards.The British journal of surgery · 2023Observational
- Pathways to effective surgical coverage in a lower-middle-income country: A multiple methods study of the family physician-led generalist surgical team in rural Nepal.PLOS global public health · 2023Article
- Access to surgical care in Ethiopia: a cross-sectional retrospective data review.BMC health services research · 2022Article
- Use of geospatial analysis for priority setting in surgical system investment in Guatemala.Lancet regional health. Americas · 2022Article
- National optimisation of accessibility to emergency obstetrical and neonatal care in Togo: a geospatial analysis.BMJ open · 2021Article
- Assessment of Surgical Care Provided in National Health Services Hospitals in Mozambique: The Importance of Subnational Metrics in Global Surgery.World journal of surgery · 2021Article
- Article
- The Local Mission: Improving Access to Surgical Care in Middle-Income Countries.World journal of surgery · 2021Article
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Authors and funding
10 authors at 7 institutions in 5 countries.
Funding
Abstract
importanceConditions that can be treated by surgery comprise more than 16% of the global disease burden. However, 5 billion people do not have access to essential surgical care. An estimated 90% of the 87 million disability-adjusted life-years incurred by surgical conditions could be averted by providing access to timely and safe surgery in low-income and middle-income countries. Population-level spatial access to essential surgery in Ghana is not known.
objectivesTo assess the performance of bellwether procedures (ie, open fracture repair, emergency laparotomy, and cesarean section) as a proxy for performing essential surgery more broadly, to map population-level spatial access to essential surgery, and to identify first-level referral hospitals that would most improve access to essential surgery if strengthened in Ghana. DESIGN, SETTING, AND
participantsPopulation-based study among all households and public and private not-for-profit hospitals in Ghana. Households were represented by georeferenced census data. First-level and second-level referral hospitals managed by the Ministry of Health and all tertiary hospitals were included. Surgical data were collected from January 1 to December 31, 2014. MAIN OUTCOMES AND MEASURES: All procedures performed at first-level referral hospitals in Ghana in 2014 were used to sort each facility into 1 of the following 3 hospital groups: those without capability to perform all 3 bellwether procedures, those that performed 1 to 11 of each procedure, and those that performed at least 12 of each procedure. Candidates for targeted capability improvement were identified by cost-distance and network analysis.
resultsOf 155 first-level referral hospitals managed by the Ghana Health Service and the Christian Health Association of Ghana, 123 (79.4%) reported surgical data. Ninety-five (77.2%) did not have the capability in 2014 to perform all 3 bellwether procedures, 24 (19.5%) performed 1 to 11 of each bellwether procedure, and 4 (3.3%) performed at least 12. The essential surgical procedure rate was greater in bellwether procedure-capable first-level referral hospitals than in noncapable hospitals (median, 638; interquartile range, 440-1418 vs 360; interquartile range, 0-896 procedures per 100 000 population; P = .03). Population-level spatial access within 2 hours to a hospital that performed 1 to 11 and at least 12 of each bellwether procedure was 83.2% (uncertainty interval [UI], 82.2%-83.4%) and 71.4% (UI, 64.4%-75.0%), respectively. Five hospitals were identified for targeted capability improvement. CONCLUSIONS AND RELEVANCE: Almost 30% of Ghanaians cannot access essential surgery within 2 hours. Bellwether capability is a useful metric for essential surgery more broadly. Similar strategic planning exercises might be useful for other low-income and middle-income countries aiming to improve access to essential surgery.
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