Evidence map›Paper›PMID 41853497›Full record

ArticleAfrican journal of emergency medicine : Revue africaine de la medecine d'urgence2026

Dispatch in disasters - a descriptive analysis of pre-hospital surge capacity in Rwanda's Emergency medical services.

Lotta Velin, Eric Mugabo, Laura Pompermaier, Jeanne d'Arc Nyinawankusi, Andreas Wladis, Menelas Nkeshimana

Abstract read
In one paragraph

Article in African journal of emergency medicine : Revue africaine de la medecine d'urgence, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

6 authors.

Lotta VelinCenter for Disaster Medicine and Traumatology (KMC), Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
Eric MugaboOAZIS Health, Kigali, Rwanda.
Laura PompermaierCenter for Disaster Medicine and Traumatology (KMC), Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
Jeanne d'Arc NyinawankusiDivision of Emergency Medical Services, Rwanda Biomedical Center, Kigali, Rwanda.
Andreas WladisCenter for Disaster Medicine and Traumatology (KMC), Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden.
Menelas NkeshimanaCentre Hospitalier Universitaire de Kigali, Department of Internal Medicine, Kigali, Rwanda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Emergency medical services (EMS) are essential to mass casualty incident (MCI) response, yet there is limited data from low-resource settings, where trauma is most prevalent. In Rwanda, trauma is the most common case seen by EMS, but the burden of MCIs remains unclear. This study aimed to describe EMS response to MCIs in Rwanda and to identify factors influencing ambulance dispatch. Methods: A retrospective analysis was conducted using the Rwandan EMS call centre registry from July 1, 2018, to September 1, 2020. MCIs were defined as incidents with ≥3 injured individuals. Univariate analysis assessed MCI occurrence and ambulance dispatch by location (urban/rural) and time (day/night). Multivariate logistic and linear regressions examined predictors of ambulance dispatch and the number of ambulances sent. Results are presented as odds ratios (OR) and regression coefficients with 95% confidence intervals. Results: Of 18,059 entries, 9019 (49.9%) involved trauma. In total, 173 MCIs were described, including 770 injured individuals. Most MCIs occurred in Kigali (67.1%), and were road traffic accidents (96.0%). The median number of casualties per MCI was 3 (IQR 3-4). Injuries were mainly orthopaedic (65.3%) and moderate (46.2%). Ambulances were dispatched from the central command post in 67.7% of cases, whereas emergency teams were dispatched from nearby facilities in nearly 1/3. Most patients were transported to district hospitals. EMS dispatch was significantly more likely in Kigali (OR=60.4, Conclusion: Rwanda experiences approximately 6.7 MCIs monthly across all healthcare levels. EMS dispatch was more likely in Kigali, though the number of ambulances correlated with the casualty count. Future research should explore the mortality knowledge gap and pre-hospital surge strategies, including EMS-hospital team collaboration, multi-patient transport, and on-site treatment of minor injuries.

Indexed as

DisasterEastern AfricaEmergency medical servicesLow-resource settingMass casualty incidentSurge capacityTrauma care

Identifiers

PMID41853497
PMCPMC12992930

What OpenQuestion holds

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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.