Evidence map›Paper›PMID 42888400›Full record

ArticleBMC medical education2026

Online clinical readiness course enhanced knowledge and perceived confidence of trainees during the COVID-19 pandemic.

Arif Alper Cevik, David O Alao, Munawar Farooq

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.

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0citing papers in PubMed
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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

3 authors.

Arif Alper CevikDepartment of Internal Medicine, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates.ORCID http://orcid.org/0000-0001-6691-6298
David O AlaoDepartment of Internal Medicine, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates. davidalao@uaeu.ac.ae.ORCID http://orcid.org/0000-0002-4734-5757
Munawar FarooqDepartment of Internal Medicine, College of Medicine and Health Sciences, UAE University, Al Ain, United Arab Emirates.ORCID http://orcid.org/0009-0009-2537-7115

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe COVID-19 pandemic disrupted medical education globally. This study evaluates the effectiveness of the International Emergency Medicine Education Project's online COVID-19 Clinical Readiness Course in enhancing participants' knowledge and perceived confidence in managing COVID-19.

methodsThis is a prospective, mixed-methods study. Quantitative data were collected through pre- and post-course assessments and surveys, while qualitative feedback was gathered via open-ended responses at the end of the course. Non-parametric tests were used for statistical comparisons, and thematic analysis of qualitative data was performed using customized large language model tools with human review and triangulation.

resultsA total of 703 participants from 72 countries enrolled, 644 (91.6%) completed the knowledge assessments, and 510 (72.5%) completed the exit surveys. The majority (77.2%) were medical trainees, and 51.4% were from low- and lower-middle-income countries. The median score increased from 60 to 92 (p < 0.001) post-course. Perceived confidence in managing key clinical scenarios, including hypoxia, early symptoms, airway problems, sepsis, and cardiac arrest, also increased significantly (p < 0.001). Participants reported that the course met their expectations, with a median (IQR) score of 9 (8-10). Qualitative feedback revealed high satisfaction and highlighted areas for improvement.

conclusionThe online Clinical Readiness Course significantly improved knowledge and perceived confidence in COVID-19 management among medical trainees worldwide. Scalable online education may help address training gaps during public health emergencies and support global medical education.

Indexed as

Clinical CompetenceCoronavirus InfectionsCOVID-19Education, DistanceEmergency MedicinePneumonia, ViralAdultBetacoronavirusFemaleHealth Knowledge, Attitudes, PracticeHumansMalePandemicsProspective StudiesSARS-CoV-2Clinical managementClinical readinessClinical trainingCOVID-19E-learningMassive Open Online Course (MOOC)Online learningPerceived confidenceRemote education

Identifiers

PMID42888400
PMCPMC13673847

What OpenQuestion holds

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Registered trials

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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.