Evidence map›Paper›PMID 41555883›Full record

ArticleMedical science educator2025

Impact of Commercial Third-Party Resource Integration on Preclinical Student Resource Use, Preferences, and Exam Performance.

Hartlee Lidsky, Jeevun Kansupada, Tanvi Saran, Kurt Gilliland, Anna Jenkins, Emily Moorefield, Kathleen Barnhouse, Evan Raff

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Article
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

8 authors.

Hartlee LidskyUniversity of North Carolina School of Medicine, Chapel Hill, NC USA.
Jeevun KansupadaUniversity of North Carolina School of Medicine, Chapel Hill, NC USA.
Tanvi SaranUniversity of North Carolina School of Medicine, Chapel Hill, NC USA.
Kurt GillilandDepartment of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC USA.
Anna JenkinsUniversity of North Carolina School of Medicine, Chapel Hill, NC USA.
Emily MoorefieldDepartment of Cell Biology and Physiology, University of North Carolina School of Medicine, Chapel Hill, NC USA.
Kathleen BarnhouseDepartment of Family Medicine, University of North Carolina School of Medicine, Chapel Hill, NC USA.
Evan RaffDepartment of Medicine, University of North Carolina School of Medicine, Hospital Medicine - CB #7085, 101 Manning Dr, Hospital Medicine - CB #7085, Chapel Hill, NC 27599 USA.ORCID 0000-0002-5783-858X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: To evaluate the impact of commercial third-party resource (TPR) integration into a preclinical curriculum and examine student perspectives on integrated versus non-integrated TPRs. Method: Rx Bricks™ (Bricks) was integrated as a preclinical content framework at the University of North Carolina School of Medicine for academic year 2023-2024. A single-group cohort study with multivariate linear and logistic regressions was used to assess the relationship between Bricks usage and academic performance. Cross-sectional voluntary surveys captured student resource use and perspectives. Results: Among 206 students, median Bricks usage remained above 95% but declined from 90 to 63% in the lowest-usage quartile. Bricks usage was associated with a 0.46% (95% CI 0.07-0.84%) increase in National Board of Medical Examiners (NBME) test score per 10% of assigned Bricks opened. Of 118 students surveyed, 55% reported using Bricks daily; however, other non-integrated resources were also frequently utilized. Students rated non-integrated resources as more efficient and exam-relevant ( Conclusions: Bricks usage was associated with modest academic benefits, but integration did not eliminate students' preference for non-integrated resources. Integration does not resolve tension between the formal curricula and TPRs, but it may enhance faculty resource allocation. Supplementary Information: The online version contains supplementary material available at 10.1007/s40670-025-02456-y.

Indexed as

Commercial-off-the-shelf learning platformsCurricular designCurricular evaluationStudent perspectivesThird-party resourcesUndergraduate medical education

Identifiers

PMID41555883
PMCPMC12812152

What OpenQuestion holds

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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.