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Updated: Aug 30, 2025

Post-Movie Subliminal Measurement PMSM, for Investigating Implicit Social Bias
Published on: February 29, 2020
Exploring the relationships between first impressions and MMI ratings: a pilot study.
Dietrich Klusmann1, Mirjana Knorr2, Wolfgang Hampe2
1Institute of Biochemistry and Molecular Cell Biology, University Medical Center Hamburg-Eppendorf (UKE), N41, Martinistr, 52, 20246, Hamburg, Germany. klusmann@uke.de.
First impressions moderately predict performance in medical school interviews, known as the multiple mini interview (MMI). This initial judgment, even when made by a different rater, showed a significant correlation with overall MMI performance.
Area of Science:
- Medical Education
- Psychology
- Social Psychology
Background:
- First impression phenomenon is well-researched in social psychology.
- Its impact on Objective Structured Clinical Examinations (OSCEs) and Multiple Mini Interviews (MMI) is less understood.
- MMI is a key method for medical student selection.
Purpose of the Study:
- To investigate the relationship between first impression ratings and MMI performance.
- To determine if first impressions predict later communication skills in OSCEs.
- To analyze the influence of rater consistency on the correlation between first impression and MMI performance.
Main Methods:
- A first impression rating was incorporated into the MMI for medical student selection at University Medical Center Hamburg-Eppendorf.
- 196 applicants and 26 pairs of raters participated.
- Correlation analysis was used to assess the relationship between first impression, MMI performance, and subsequent OSCE scores.
Main Results:
- Internal consistency for first impression (α = .71) and MMI performance (α = .69) were acceptable.
- First impression and MMI performance showed a moderate correlation (r = .49).
- Both measures weakly predicted communication skills in later OSCEs, with no significant added predictive value from one measure over the other.
Conclusions:
- First impressions significantly correlate with MMI performance, aligning with social psychology findings.
- Rater judgments in MMI may blend task-specific assessment with perceived suitability for the medical profession.
- First impression ratings offer valuable insights in MMI, independent of subsequent performance evaluations by the same rater.
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