Evidence map›Paper›PMID 41767583›Full record

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

Multi-method approach to the development of contextual telephone triage systems.

Willem Stassen

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. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. A classification model for the telephonic triage of low acuity abdominal complaints in South Africa.African journal of emergency medicine : Revue africaine de la medecine d'urgence · 2026
    Article
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

1 author.

Willem StassenDivision of Emergency Medicine, Faculty of Health Sciences, University of Cape Town, Cape Town, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Emergency medical services (EMS) resources are limited on the African continent and in other low- to middle-income countries. An inappropriate emergency response may increase EMS operational costs, response time intervals for subsequent emergencies, and influence patient outcome negatively. Established telephone triage systems are cost-prohibitive; are not validated to the heterogenous cultures, countries and systems across Africa; and have only moderate diagnostic accuracy performance. The aim of this paper is to describe a multi-method approach to developing contextual telephone triage systems that can be replicated or adapted to other contexts. Methods: Seven distinct but integrated steps are proposed to develop contextual telephone triage systems iteratively. The seven steps are: 1) understanding context and purpose, 2) review qualitative descriptions, 3) review quantitative clinical variables, 4) build an algorithm and script, 5) test the algorithm for accuracy, 6) refine the algorithm, 7) implement with training, coaching and quality assurance. This approach combines multiple methods including qualitative content analysis, classification and regression models, and diagnostic accuracy studies. Conclusion: By developing and implementing accurate and contextual telephone triage systems, dispatch decision-making can be guided which may result in improved EMS efficiency, decreased cost, and improved patient outcomes.

Indexed as

AfricaEmergency medical dispatchLow- to middle-income countriesMethodsTriage

Identifiers

PMID41767583
PMCPMC12946803

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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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.