Evidence map›Paper›PMID 41555898›Full record

ArticleMedical science educator2025

Health Professional Students Prefer Study Advice from Institutionally Affiliated Sources Over Internet "Med-fluencers".

Andrew S Cale, Margaret A McNulty

Abstract read
In one paragraph

Article in Medical science educator, 2025. 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

2 authors.

Andrew S CaleDepartment of Anatomy, Cell Biology, & Physiology, Indiana University School of Medicine, 635 Barnhill Drive MS-5035, Indianapolis, IN USA.ORCID 0000-0001-7158-3977
Margaret A McNultyDepartment of Anatomy, Cell Biology, & Physiology, Indiana University School of Medicine, 635 Barnhill Drive MS-5035, Indianapolis, IN USA.ORCID 0000-0001-6638-253X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Students have access to countless sources of study advice, including medical professionals on social media known as "med-fluencers" However, not all sources are credible. This study explored who students viewed as credible sources and identified any factors that influenced their credibility. Prior to the first exam, allied health students in a doctoral-level gross anatomy course were presented with study advice videos featuring either a "med-fluencer," an anatomy professor from an external institution, an anatomy professor from the home institution, and a near-peer student. Students then completed the Measure of Ethos/Credibility (MEC), a construct that assesses the perceived competence, goodwill, and trustworthiness of an instructor. After the exam, students completed the MEC again. Students who completed both MECs were then invited to participate in a focus group. A total of 35 students completed the pre-exam MEC, and 16 students completed the post-exam MEC, resulting in 10 matched pairs. Before and after the first exam, the home professor received the highest MEC score, followed closely by the external professor and near-peer student, then the med-fluencer. Thematic analysis also indicated that although the near-peer had the least expertise, students preferred their advice due to their recent experience in their specific course. Overall, allied health students viewed professors as the most credible sources of study advice but preferred to use the advice of near-peers due to their recent experience in their specific gross anatomy course. Conversely, the med-fluencer was viewed as the least credible due to their distance from the students and their course.

Indexed as

Gross anatomyMed-fluencerNear-peerStudy strategiesTrustworthiness

Identifiers

PMID41555898
PMCPMC12812153

What Socratic 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 Socratic graph.