Predictors of faculty narrative evaluation quality in medical school clerkships
Abstract
INTRODUCTION: Narrative approaches to assessment provide meaningful and valid representations of trainee performance. Yet, narratives are frequently perceived as vague, nonspecific and low quality. To date, there is little research examining factors associated with narrative evaluation quality, particularly in undergraduate medical education. The purpose of this study was to examine associations of faculty- and student-level characteristics with the quality of faculty member's narrative evaluations of clerkship students. METHODS: The authors reviewed faculty narrative evaluations of 50 students' clinical performance in their inpatient medicine and neurology clerkships, resulting in 165 and 87 unique evaluations in the respective clerkships. The authors evaluated narrative quality using the Narrative Evaluation Quality Instrument (NEQI). The authors used linear mixed effects modelling to predict total NEQI score. Explanatory covariates included the following: time to evaluation completion, number of weeks spent with student, faculty total weeks on service per year, total faculty years in clinical education, student gender, faculty gender, and an interaction term between student and faculty gender. RESULTS: Significantly higher narrative evaluation quality was associated with a shorter time to evaluation completion, with NEQI scores decreasing by approximately 0.3 points every 10 days following students' rotations (p = .004). Additionally, women faculty had statistically higher quality narrative evaluations with NEQI scores 1.92 points greater than men faculty (p = .012). All other covariates were not significant. CONCLUSIONS: The quality of faculty members' narrative evaluations of medical students was associated with time to evaluation completion and faculty gender but not faculty experience in clinical education, faculty weeks on service, or the amount of time spent with students. Findings advance understanding on ways to improve the quality of narrative evaluations which are imperative given assessment models that will increase the volume and reliance on narratives.
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Many studies report that the quality of human feedback varies widely depending on the provider and the situation.
“many studies report that the quality of human feedback varies widely depending on the provider and the situation [29-31]”
From AI-Generated Versus Human Supervisor Feedback on Medical Students’ Clinical Clerkship Logs: Cross-Sectional Convergent Mixed Methods Study (2026) · cites this paper as [29]
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Van Ostaeyen, S., Embo, M., Rotsaert, T., De Clercq, O., Schellens, T., & Valcke, M. (2023) · Perspectives on Medical Education · doi:10.5334/pme.1050 · Cited by 6 · see citing works
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“Regarding the consistency of feedback quality, many studies report that the quality of human feedback varies widely depending on the provider and the situation [29-31], whereas some studies find that, compared with AI, human feedback is consistently higher in quality [25, 32].”
- Authors
- Mooney, C. J., Pascoe, J. M., Blatt, A. E., Lang, V. J., Kelly, M. S., Braun, M. K., Burch, J. E., & Stone, R. T.
- Affiliations
- University of Rochester Medicine (US)
- Massachusetts General Hospital (US)
- Corresponding author
- Mooney, Christopher J.
- Venue
- Medical Education
- Publisher
- Wiley
- Published
- 2022-08-23
- Volume
- 56
- Issue
- 12
- Pages
- 1223-1231
- ISSN
- 0308-0110 (ISSN-L)
- 1365-2923
- OpenAlex
- W4291019581
- Cited by
- 10
- References
- 61
- Citations by year
- 2026: 3 · 2025: 3 · 2024: 1 · 2023: 3
- FWCI
- 1.54
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Medical Education (publishedVersion)
- PubMed (publishedVersion)
- Funders
- School of Medicine and Dentistry, University of Rochester
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Innovations in Medical Education
- Social Sciences › Education › Student Assessment and Feedback
- Health Sciences › Medicine › Family Practice › Clinical Reasoning and Diagnostic Skills
- Keywords
- narrative assessment, faculty assessment, medical clerkship, assessment quality, faculty gender, clinical performance assessment, undergraduate medical education, student-faculty interaction
- MeSH terms
- Clinical Clerkship, Clinical Competence, Education, Medical, Undergraduate, Faculty, Medical, Female, Humans, Male, Schools, Medical, Students, Medical
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