Evidence map›Paper›PMID 39692274›Full record

ArticleAnnals of medicine2025

Digital learning strategies in residency education.

Helena Vallo Hult, Adam Abovarda, Christian Master Östlund, Paul Pålsson

Abstract read
In one paragraph

Article in Annals of medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

4 authors.

Helena Vallo HultSchool of Business, Economics and IT, University West, Trollhättan, Sweden.ORCID 0000-0002-0493-8974
Adam AbovardaSchool of Business, Economics and IT, University West, Trollhättan, Sweden.
Christian Master ÖstlundSchool of Business, Economics and IT, University West, Trollhättan, Sweden.ORCID 0000-0001-9094-4125
Paul PålssonDepartment of Education, NU Hospital Group, Trollhättan, Sweden.ORCID 0000-0002-3494-3539

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundNew digital learning environments have transformed medical education and training, allowing students and teachers to engage in synchronous, real-time interactions and asynchronous learning activities online. Despite extensive research on the role of digital technologies in education, understanding the interplay between digital technology, work, and learning, especially in complex fields like healthcare, remains a challenge.

objectiveThe objective of this study is to examine resident physicians' perceptions and experiences of using a digital learning environment as part of their specialist medical training. The paper focuses on digital learning through video conferencing (virtual lectures and seminars) and related learning technologies. It aims to understand how resident physicians perceive pedagogical opportunities and challenges in digital learning environments during their medical training and what strategies they use to address these. MATERIALS AND

methodsThe methodological approach is qualitative, aiming to capture and understand participants' experiences and views of digital learning. The empirical data gathered from open-ended responses to four course evaluation surveys and semi-structured interviews with nine physicians from a cohort of participants enrolled in two or more digital courses were analyzed through thematic analysis. The analysis revealed three main themes related to digital transformation of learning: sociotechnical, educational and administrative.

resultsThe results suggest that (i) sociotechnical aspects and understanding of the context in which the learning takes place contribute to enhancing digital learning for resident physicians; (ii) insights into participants' perceptions of digital learning emphasize that interactive communication and group discussions are significant for their learning, and (iii) administrative aspects related to course design, lecture management, and instructional support are more important in digital learning environments compared to traditional teaching and learning.

conclusionFindings from this study confirm and extend prior studies on digital learning in healthcare, contributing to a better understanding of how digital learning environments, especially virtual lectures and seminars, can be developed and integrated into residency programs and health professions education to increase their usefulness.

Indexed as

Internship and ResidencyAttitude of Health PersonnelEducation, DistanceFemaleHumansLearningMaleQualitative ResearchVideoconferencingDigital learningmedical educationphysiciansresidencyvideo conferencing

Identifiers

PMID39692274
PMCPMC11656749

What OpenQuestion holds

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LicenceCC BY
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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.