Evidence map›Paper›PMID 41971464›Full record

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

Advanced responder training priorities in Kenya: A Delphi study with implications for low- and middle- income countries.

Anagha B Thiagarajan, Ashwin J Kulkarni, Simon O Ogana, Dinnah A Okwiri, Haleigh Pine, Maxwell Klapow, Mary Falstin, Peter G Delaney, Zachary J Eisner, Nathanael J Smith and 1 more

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.

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

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

11 authors.

Anagha B ThiagarajanUniversity of California, Irvine, School of Medicine, Irvine, CA, USA.
Ashwin J KulkarniUniversity of Miami, Department of Anesthesiology, Perioperative Medicine and Pain Management, Miami, FL, USA.
Simon O OganaMasinde Muliro University of Science and Technology, Nursing Research Education and Management, Kakamega, Kenya.
Dinnah A OkwiriMasinde Muliro University of Science and Technology, Nursing Research Education and Management, Kakamega, Kenya.
Haleigh PinePerelman School of Medicine, University of Pennsylvania, Philadelphia, CA, USA.
Maxwell KlapowLay First Responders International, Los Angeles, CA, USA.
Mary FalstinLay First Responders International, Los Angeles, CA, USA.
Peter G DelaneyLay First Responders International, Los Angeles, CA, USA.
Zachary J EisnerLay First Responders International, Los Angeles, CA, USA.
Nathanael J SmithLay First Responders International, Los Angeles, CA, USA.
John ArudoMasinde Muliro University of Science and Technology, Nursing Research Education and Management, Kakamega, Kenya.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Low- and middle- income countries account for 90 % of global trauma-related mortality. Organized prehospital emergency medical services and formal first responder systems are often lacking, contributing to this disproportionate injury burden. Lay first responder training programs have demonstrated effectiveness in addressing gaps in prehospital care. However, the curriculum, skills, and resources required to implement a context-appropriate advanced responder program remains unclear. Methods: A three-round modified Delphi consensus was generated at the Masinde Muliro University of Science and Technology (MMUST) in Western Kenya, including paramedics and paramedic lecturers. The 85-item survey consisted of six demographic items, 30 knowledge items, 30 skills items, and 19 resource items. A total of 79 items were included for consensus evaluation. Results: A total of 26 participants were included in the Delphi process, with 100 % retention across three rounds. Participants were primarily male (53.8 %) and practicing paramedics (61.5 %), with a median of seven years of experience (IQR: 4.0, 9.0). 33 of 79 items met consensus, defined as greater than 70 % agreement. This included 11 items in knowledge category, 14 items in skills category, and eight items in resources category. Participants prioritized content related to multi-system integration, respiratory and cardiovascular emergencies, and the female reproductive system. Particular emphasis was placed on airway and dehydration management, hemorrhage control, and emergency labor. Medication overdose and gastrointestinal complications were assigned lower priority. Participants identified the need for additional equipment and trained instructors to effectively implement advanced responder training. Conclusion: This three-round, modified Delphi study in Western Kenya establishes a list of context-appropriate essential knowledge, skills, and resources required for advanced responder training. Consensus was achieved on 33 of 79 items. Similar Delphi-based approaches may help guide the development of advanced responder programs in other resource-limited settings.

Indexed as

Advanced responder trainingEmergency medicinePrehospital careSub-Saharan Africa

Identifiers

PMID41971464
PMCPMC13068567

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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.