Evidence map›Paper›PMID 40211117›Full record

ArticleInternational journal of emergency medicine2025

Reaching the right facility for emergency patients - destinations of patients transported by emergency medical services in Kigali, Rwanda.

Ephrem Daniel Sheferaw, Barnabas Alyande, Oda Munyura, Assuman Nuhu, Aurore Nishimwe, Jeanne Nyinawankusi, Jean Marie Uwitonze, Jean Nepomuscene Sindikubwabo, Irene Bagahirwa, Didier Hagumimana and 13 more

Abstract read
In one paragraph

Article in International journal of emergency medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. A Characterization of Pediatric Burn Injury Patients Presenting to a Zonal Referral Hospital in Northern Tanzania.Journal of burn care & research : official publication of the American Burn Association · 2026
    Observational
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

23 authors.

Ephrem Daniel SheferawCenter for Equity in Global Surgery, University of Global Health Equity, Kigali, Rwanda. edaniel@ughe.org.
Barnabas AlyandeCenter for Equity in Global Surgery, University of Global Health Equity, Kigali, Rwanda.
Oda MunyuraCenter for Equity in Global Surgery, University of Global Health Equity, Kigali, Rwanda.
Assuman NuhuCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Aurore NishimweDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Jeanne NyinawankusiRwanda Biomedical Center, Ministry of Health, Kigali, Rwanda.
Jean Marie UwitonzeRwanda Biomedical Center, Ministry of Health, Kigali, Rwanda.
Jean Nepomuscene SindikubwaboRwanda Biomedical Center, Ministry of Health, Kigali, Rwanda.
Irene BagahirwaRwanda Biomedical Center, Ministry of Health, Kigali, Rwanda.
Didier HagumimanaCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Fabien HagenimanaCollege of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Collins Fred InkotanyiCenter for Equity in Global Surgery, University of Global Health Equity, Kigali, Rwanda.
Jean Claude SemutoRwanda Biomedical Center, Ministry of Health, Kigali, Rwanda.
Gilbert RukundoRwanda Biomedical Center, Ministry of Health, Kigali, Rwanda.
Agnieszka IgnatowiczDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Lucia D'AmbruosoInstitute of Applied Health Sciences, University of Aberdeen, Aberdeen, Scotland, UK.
Philbert MuhireRuhengeri Level Two Teaching Hospital, Kigali, Rwanda.
Sudha JayaramanDepartment of Surgery, Center for Global Surgery, University of Utah, Salt Lake City, UT, USA.
Emmy Agabe NkusiRwanda Military Hospital, Kigali, Rwanda.
Laura QuinnDepartment of Applied Health Sciences, University of Birmingham, Birmingham, UK.
Abebe BekeleCenter for Equity in Global Surgery, University of Global Health Equity, Kigali, Rwanda.
Jean Claude Byiringiro *College of Medicine and Health Sciences, University of Rwanda, Kigali, Rwanda.
Justine Davies *Department of Applied Health Sciences, University of Birmingham, Birmingham, UK.

Funding

UK NIHR RIGHT program NIHR203062
6 · The paper itself

Abstract

backgroundEnsuring that emergency patients reach the right healthcare facility at the right time is a key component of providing quality emergency care. Rwanda's prehospital emergency care system, Service D'Aide Médicale Urgente (SAMU), was established in 2007 to provide prehospital emergency care services, but a formal assessment of the receiving facilities has not been done. We explored the characteristics of patients transported by SAMU to identify factors influencing the choice of destination health facilities.

methodsWe retrospectively analyzed SAMU data documenting patients transported in Kigali in 2022. The main dataset included patient sex, age, emergency condition, insurance status, and destination facility. For a subset of patients, additional data were available on clinical variables such as Glasgow Coma Score (GCS), variables to permit derivation of the Triage Early Warning Scores (TEWS), and an assessment of urgency made by the ambulance team. Facilities receiving patients transported by SAMU were categorised into health centers, district hospitals, and tertiary hospitals. Results are described for the main dataset, and associations between facility type and patient characteristics were determined using multinomial logistic regression on the subset of patients with additional clinical variables.

resultsData was available for 7,221 patients. The majority were male (65%), with a mean age of 34 years (SD = 16). The leading three emergency conditions were trauma (66%), gynecological and obstetric conditions (9%), and medical conditions (17%). Most patients were received by district hospitals (47%), followed by health centers (36%), and tertiary hospitals (17%). We also found that patients with urgency classified as "extreme" had a 49%, 37%, and 14% probability of being transferred to tertiary hospitals, district hospitals, and health centers respectively. Similarly, patients with TEWS of 7 or higher had a 53%, 29%, and 18% chance of being transported to tertiary hospitals, district hospitals, and health centers respectively. Age, sex, and insurance status were not associated with facility type. In the multinomial analysis, patients with trauma had a 44%, 38%, and 18% probability of being transferred to district hospitals, health centers, and tertiary hospitals respectively. Women with obstetrics and gynecology conditions had a 56%, 35%, and 8% probability of being transported to district hospitals, health centers, and tertiary hospitals respectively.

conclusionWe identified that patients' age and urgency of the condition were associated with destination; however, insurance and TEWS scores were found to have less influence.

Indexed as

AmbulanceEmergency medical services (EMS)RwandaService D’Aide Médicale Urgente (SAMU)

Identifiers

PMID40211117
PMCPMC11984244

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.