Leveraging a global research platform to expand medical student engagement in research.

PROBLEM: Medical students seek research experiences and credentials, but it is challenging to provide them with meaningful research opportunities. The authors sought an approach that would allow students to work in small teams on a self-directed research project, would not require human subjects review or funding, and was scalable to nearly 200 students simultaneously. APPROACH: Educators leveraged a global clinical data research platform their university (Virginia Commonwealth University) was already participating in, TriNetX. One hundred ninety-three health systems globally, including over 80 academic centers, make de-identified data from their electronic health records available to TriNetX users, representing over 204 million unique patients' longitudinal records. The query interface and built-in analytics make it possible for students without data science training to complete cohort studies. Use of TriNetX was incorporated into the medical school curriculum for the past four years, providing accounts and instruction as well as technical assistance. OUTCOMES: In the first cohort (2022), 20.0% chose to conduct a study with TriNetX rather than to write a hypothetical research proposal; by the fourth cohort (2025), this increased to 65.0%. Outside of this course, 18 medical students also proposed and received funding for TriNetX studies for their summer research fellowships, and 17.4% to 24.6% of students in the first three cohorts continued to use TriNetX after their course project was completed. Limitations include lack of pre-post evaluation of learners' experiences, research skills, and self-confidence. NEXT STEPS: These medical educators are integrating TriNetX into other health sciences curricula, exploring interprofessional TriNetX-based research electives, and expanding trainings for residents and fellows. Academic medical centers can leverage research data platforms like TriNetX for educational purposes, providing students with a way to engage in research that is scalable.

Authors

Institutions

Publication Details

Journal
PubMed
Published
2026-10-29
DOI
https://doi.org/10.1093/acamed/wvag344
Primary Topic
Health and Medical Research Impacts
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Leveraging a global research platform to expand medical student engagement in research.

J. Brian Cassel, Robert DeGrazia, Benjamin W. Van Tassell, Patrick Shi et al.
PubMed
Health and Medical Research Impacts
article

Leveraging a global research platform to expand medical student engagement in research.

J. Brian Cassel, Robert DeGrazia, Benjamin W. Van Tassell, Patrick Shi, Kelly M. Harrell, Tamas S. Gal, Robert E. Hoyt, Kaila Ross, Megan P Donohue
article en

Abstract

PROBLEM: Medical students seek research experiences and credentials, but it is challenging to provide them with meaningful research opportunities. The authors sought an approach that would allow students to work in small teams on a self-directed research project, would not require human subjects review or funding, and was scalable to nearly 200 students simultaneously. APPROACH: Educators leveraged a global clinical data research platform their university (Virginia Commonwealth University) was already participating in, TriNetX. One hundred ninety-three health systems globally, including over 80 academic centers, make de-identified data from their electronic health records available to TriNetX users, representing over 204 million unique patients' longitudinal records. The query interface and built-in analytics make it possible for students without data science training to complete cohort studies. Use of TriNetX was incorporated into the medical school curriculum for the past four years, providing accounts and instruction as well as technical assistance. OUTCOMES: In the first cohort (2022), 20.0% chose to conduct a study with TriNetX rather than to write a hypothetical research proposal; by the fourth cohort (2025), this increased to 65.0%. Outside of this course, 18 medical students also proposed and received funding for TriNetX studies for their summer research fellowships, and 17.4% to 24.6% of students in the first three cohorts continued to use TriNetX after their course project was completed. Limitations include lack of pre-post evaluation of learners' experiences, research skills, and self-confidence. NEXT STEPS: These medical educators are integrating TriNetX into other health sciences curricula, exploring interprofessional TriNetX-based research electives, and expanding trainings for residents and fellows. Academic medical centers can leverage research data platforms like TriNetX for educational purposes, providing students with a way to engage in research that is scalable.

PubMed
Virginia Commonwealth University (US), Thomas Jefferson University Hospital (US), Virginia Commonwealth University Medical Center (US)
Openalex Percentile: Top 10%
Health and Medical Research Impacts
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon