Evidence map›Paper›PMID 39580229›Full record

ReviewEmergency medicine journal : EMJ2024

Emerging technology solutions to support national emergency workforce capacity-building initiatives: lessons from Ugandan policy and practice.

Emily McMullen, Solomon Kamurari, Richard Price, Moses Mulimira, Jonathan James, Andrew Fryer, Daudi Jjingo

Abstract readReview
In one paragraph

Review in Emergency medicine journal : EMJ, 2024. 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. Review
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

7 authors.

Emily McMullenKing's College London, London, UK emily.2.mcmullen@kcl.ac.uk richard.price22@nhs.net.ORCID http://orcid.org/0000-0002-4205-0052
Solomon KamurariUganda UK Health Alliance, Kampala, Uganda.
Richard PriceNHS England, London, UK emily.2.mcmullen@kcl.ac.uk richard.price22@nhs.net.ORCID http://orcid.org/0000-0003-4898-1218
Moses MulimiraUganda UK Health Alliance, Kampala, Uganda.
Jonathan JamesNHS England, London, UK.
Andrew FryerRoyal College of Emergency Medicine, London, UK.
Daudi JjingoAfrican Center of Excellence in Bioinformatics and Data Intensive Sciences & Infectious Disease Institute, Kampala, Uganda.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Trauma and emergency care is a national priority in Uganda due to the high burden of injury, impacting a primarily young and rural population. With a significant gap in qualified emergency medicine professionals, a need exists to rapidly upskill the current health workforce and to strengthen access to learning for non-specialist emergency care providers nationally. This review was completed in partnership with the Ugandan Ministry of Health and a consortium of UK partners to support national emergency workforce capacity building in Uganda and East Africa. The review built on policy and practice expertise to explore the feasibility of using emerging digital solutions, such as virtual and augmented reality, to meet the challenges of delivering rapid and equitable access to emergency care training at scale. Data collection included a narrative literature review, key informant interviews, an expert focus group, a technical workshop and field observations. Findings included (1) the identification of local technology expertise and experience, in direct contrast to literature and global perceptions of low-resource environments, (2) high and broad levels of national engagement with digital solutions, (3) existing ambition and infrastructure available to feasibly deliver training at scale and (4) delivery implications for comparable contexts. The review concludes that these emerging technologies should be considered a practical option in the design and delivery of health workforce training at scale. A series of recommendations are proposed for the policy and practice of health professional education and training in Uganda and for comparable contexts.

Indexed as

educationglobal healthMachine Learningmajor trauma management

Identifiers

PMID39580229
PMCPMC11874416

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.