Evidence map›Paper›PMID 40511496›Full record

ArticleJMIR formative research2025

Using Real Electronic Health Records in Undergraduate Education: Roundtable Discussion.

Fatima Nadeem, Jessica Azmy, Asieh Yousefnejad Shomali, Benjamin Diette, Lloyd J Gregory, Angela C Davies, Kurt C Wilson

Abstract read
In one paragraph

Article in JMIR formative research, 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

7 authors.

Fatima NadeemFaculty of Biology, Medicine and Health, University of Manchester, Oxford Road, Manchester, M139PL, United Kingdom, 44 01613066000.ORCID 0009-0008-9353-6424
Jessica AzmyFaculty of Biology, Medicine and Health, University of Manchester, Oxford Road, Manchester, M139PL, United Kingdom, 44 01613066000.ORCID 0009-0002-4695-9367
Asieh Yousefnejad ShomaliFaculty of Biology, Medicine and Health, University of Manchester, Oxford Road, Manchester, M139PL, United Kingdom, 44 01613066000.ORCID 0000-0001-9820-6901
Benjamin DietteHealth Innovation Manchester, Manchester, United Kingdom.ORCID 0009-0004-9750-4295
Lloyd J GregoryFaculty of Biology, Medicine and Health, University of Manchester, Oxford Road, Manchester, M139PL, United Kingdom, 44 01613066000.ORCID 0009-0009-2485-4477
Angela C DaviesFaculty of Biology, Medicine and Health, University of Manchester, Oxford Road, Manchester, M139PL, United Kingdom, 44 01613066000.ORCID 0000-0002-3365-7231
Kurt C WilsonFaculty of Biology, Medicine and Health, University of Manchester, Oxford Road, Manchester, M139PL, United Kingdom, 44 01613066000.ORCID 0000-0002-2809-1122

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Simulated electronic health records (EHRs) are used in structured teaching for health care students. This partly addresses inconsistent student exposure to EHRs while on clinical placements. However, simulated records are poor replacements for the complexity of data encountered in real EHRs. While routinely collected health care data are often used for research, secondary use does not include education. We are exploring the perceptions, governance, and ethics required to support the use of real patient records within teaching. Objective: The aim of the study is to explore the perspectives of health care professionals regarding the use of real patient records to deliver interprofessional EHR education to undergraduate health care students. Methods: We held 90-minute group discussions with 10 health care professionals from nursing, pharmacy, medicine, and allied health disciplines. We used the GRIPP2 (Guidance for Reporting Involvement of Patients and the Public 2) checklist for reporting Patient and Public Involvement and Engagement to present our reflections. Results: There was consensus on the need to upskill health care students in the use of EHRs. Participants emphasized teaching general EHR competencies and transferable skills to overcome the diversity in EHR systems. They highlighted limitations in current teaching due to accessibility issues, disparities within clinical teaching, and curricular gaps on important topics such as clinical documentation and coding. Highlighted benefits of using real EHRs in teaching included learning from the complexities and inaccuracies of real patient data, grasping real-world time frames, and better appreciation of multidisciplinary interactions. Concerns included exposing individual clinicians to unfounded scrutiny and the potential consequences of incidental findings within EHRs. The ethical implications of overlooking perceived errors within EHRs versus the impracticality of acting on them were discussed. To mitigate concerns, it was suggested that data donors would provide informed consent ensuring they understand that they will not be recontacted should any such errors be found. Conclusions: Innovative solutions are needed to realign health care education with clinical practice in rapidly evolving digital environments. Real patient records are optimal for teaching students to handle complex and abundant real-world data. Data within EHRs represent a wealth of clinical knowledge encompassing professional and personal experiences spanning the lifetimes of patients and their caregivers. Drawing experiences and events from real EHRs will prepare health care students to anticipate, confront, and manage real patients in a variety of real-life scenarios. Our reflections highlight the processes and safeguards to consider when using real patient records to deliver EHR education to health care students. These detailed reflections from discussions with health care professionals provide the grounds for a robust framework, with appropriate governance and consent in place to use real health data in training to support preparation for clinical practice.

Indexed as

Electronic Health RecordsHealth PersonnelEducation, Medical, UndergraduateFemaleHumansMaleclinical competenceclinical practicedigital healthelectronic health recordshealth care educationhealth care professionalhealth informaticsinterdisciplinary educationmedical educationmedical records systemspatient recordsstudentundergraduate

Identifiers

PMID40511496
PMCPMC12178567

What OpenQuestion holds

Textmetadata
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.