ArticleJAMA network open2023
Preclerkship Medical Students' Use of Third-Party Learning Resources.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
What it found
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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.
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.
Who cites it
19 citing papers in PubMed, 34 citations in OpenAlex.
- Students' perspectives on the use of social media in anatomy medical education: A survey study.Anatomical sciences education · 2026Article
- Traditionalist, supplementer, or reformer? medical student use of non-official curricular resources.International journal of medical education · 2026Article
- From MCAT to USMLE: how familial background shapes medical student success.BMC medical education · 2026Article
- Review
- Twelve tips for developing and implementing AI curriculum for undergraduate medical education.Medical education online · 2025Review
- Impact of Commercial Third-Party Resource Integration on Preclinical Student Resource Use, Preferences, and Exam Performance.Medical science educator · 2025Article
- The Use of Retrieval Practice in the Health Professions: A State-of-the-Art Review.Behavioral sciences (Basel, Switzerland) · 2025Review
- Keeping Lectures Alive in Undergraduate Medical Education: Current Status, Evolution, and Future Goals.Cureus · 2025Review
- Key disparities between first-generation and continuing-generation medical students: a quantitative analysis.BMC medical education · 2025Article
- Digital learning resource use among Swedish medical students: insights from a nationwide survey.BMC medical education · 2025Article
- Article
- Third-Party Resources: The New Wave of Medical Education.Medical science educator · 2025Article
- An Investigation of Second-Year Medical Students' Use of Outside Resources at Two Institutions.Medical science educator · 2025Article
- Access and utilization of e-learning on tropical medicine at higher education institutions in Indonesia: A mixed-methods study.PloS one · 2025Article
- ChatGPT-4 Omni Performance in USMLE Disciplines and Clinical Skills: Comparative Analysis.JMIR medical education · 2024Article
- Medical students as teachers: impact of peer-led teaching sessions on NBME exam performance.BMC medical education · 2024Article
- Longitudinal Outcomes: Student Perceptions of a Third-Party-Resource-Based Pre-matriculation Module.Cureus · 2024Article
- Authors' Reply: A Use Case for Generative AI in Medical Education.JMIR medical education · 2024Article
- The Double-Edged Sword of Third-Party Resources: Examining Use and Financial Burden of Extracurricular Tools in Medical Students.MedEdPublish (2016) · 2024Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Undergraduate medical education increasingly relies on asynchronous, virtual learning; and medical educators have observed students engaging in self-directed learning outside of their institutional curriculum using widely available third-party resources. If medical educators better understand how students are learning, they may uncover novel opportunities to improve preclerkship education. Objective: To explore how and why preclerkship medical students use third-party learning resources. Design, Setting, and Participants: This qualitative study recruited second-year medical students from 7 public and private allopathic US medical schools and conducted 7 virtual focus groups (1 per institution) from September 2022 to January 2023, exploring how and why students use third-party resources. Data were iteratively analyzed in parallel with focus groups using constructivist grounded theory methodology. Data analysis was performed from October 2022 to February 2023. Results: Fifty-eight second-year US medical students who had used a third-party resource at least once participated; 36 (61%) identified as women; 13 (23%) identified as Asian, 6 (11%) as Black, 30 (53%) as White, 6 (11%) as multiracial, and 4 (7%) as other; 6 (10%) identified as Hispanic, Latino, or Spanish origin, and 52 (90%) identified as non-Hispanic, Latino, or Spanish origin; 48 (83%) were aged 23 to 25 years. Participants described engaging in a cyclical process of deciding whether and how to use third-party resources. Four broad themes were identified: (1) hearing about resources, (2) selecting resources, (3) using resources, and (4) tensions and possible solutions. Participants largely heard about third-party resources from peers and turned to resources out of dissatisfaction with some aspect of their medical school curriculum. Students used resources in various ways that were user-dependent and context-dependent. Participants endorsed multiple benefits over their in-house curricula, particularly efficiency, clarity, and concision. Tensions included navigating resource drawbacks and the perception of an antagonistic relationship between medical schools and third-party resources. Participants suggested that medical schools examine the resources, recommend specific ones, integrate them into the curriculum, and subsidize their cost. Conclusions and Relevance: In this qualitative study of preclerkship medical student use of third-party resources, participants perceived that the resources had numerous benefits for learning and suggested that medical schools should more formally acknowledge and integrate their use.
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Registered trials
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.