Evidence map›Paper›PMID 42260614›Full record

ArticleBMC medical education2026

Integrated point-of-care ultrasound training in a Rwandan medical school: curriculum development, implementation, and outcomes.

Chandler Villaverde, Tanping Wong, Natnael Shimelash, Natalie McCall, Kelsey Ripp

Abstract read
In one paragraph

Article in BMC medical education, 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

5 authors.

Chandler VillaverdeUniversity of Global Health Equity, Kigali, Rwanda.
Tanping WongWeill Cornell Medicine, New York City, NY, USA.
Natnael ShimelashUniversity of Global Health Equity, Kigali, Rwanda.
Natalie McCallUniversity of Global Health Equity, Kigali, Rwanda.
Kelsey RippUniversity of Global Health Equity, Kigali, Rwanda. kripp@ughe.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPoint-of-care ultrasound (POCUS) training has been adopted in some undergraduate medical education programs globally, though it remains uncommon in low-income settings. In 2022, the University of Global Health Equity in Rwanda established an integrated, longitudinal POCUS curriculum spanning preclinical through clinical training, designed to produce general practitioners competent in POCUS examinations most needed in district hospital settings. We describe this curriculum and report educational outcomes from multiple student cohorts.

methodsWe developed competency-based learning objectives mapped onto the existing 6.5-year curriculum, incorporating didactic sessions, hands-on training with standardized patients, clinical application during clerkships, and online learning resources. Students used handheld ultrasound devices across clinical sites. We assessed the curriculum through student evaluations, self-reported confidence measures, knowledge assessments, and a final certification examination consisting of a 30-item multiple choice test and 3-station objective structured clinical examination.

resultsKnowledge scores improved significantly following educational sessions, from 68.8% to 90.0% after the introductory session (p < 0.001) and from 69.3% to 93.1% after intensive training (p < 0.001), with very large effect sizes on confidence measures (Cohen's d 1.39-2.38). Longitudinal assessment of one cohort demonstrated significant improvements in overall performing confidence (d = 1.11, p < 0.001) and interpreting confidence (d = 0.93, p < 0.001) across clinical training, with largest gains in obstetric (d = 1.70) and renal/bladder (d = 1.03) examinations. A subsequent cohort receiving the complete preclinical curriculum demonstrated significantly higher confidence than students who received clinical-only training at a similar training point (performing: d = 0.55, p = 0.022; interpreting: d = 0.47, p = 0.048), with 89% agreeing preclinical training facilitated clinical learning. During internship, 68% used POCUS clinically, with all finding it helpful for patient care. Twenty-seven of 30 graduating students took the final examination and 96% passed. Primary barriers were limited supervision, time constraints, and equipment access at district hospitals.

conclusionsAn integrated, longitudinal POCUS curriculum is feasible in a low-income setting and produces graduates with strong foundational knowledge and clinical confidence. Earlier curriculum initiation may enhance preparation for clinical practice. Future efforts will focus on faculty development and improving POCUS infrastructure at clinical sites.

Indexed as

CurriculumEducation, Medical, UndergraduatePoint-of-Care SystemsClinical CompetenceCompetency-Based EducationEducational MeasurementFemaleHumansRwandaSchools, MedicalUltrasonographyCurriculum developmentPoint-of-care ultrasoundResource-limited

Identifiers

PMID42260614
PMCPMC13471480

What OpenQuestion holds

Textmetadata
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.