ReviewAdvances in medical education and practice2026
Conscientiousness and Academic Performance in Medical Students: A Systematic Review Across Training Stages and Assessment Types.
Review in Advances in medical education and practice, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
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.
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.
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Who cites it
1 citing paper in PubMed.
- Psychological Correlates of Problematic Gaming Behaviour in Medical Students: A Cross-Sectional Analysis of Structural and Contextual Factors.Healthcare (Basel, Switzerland) · 2026Article
Corrections and comments
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Authors and funding
9 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Cognitive measures explain only part of why some medical students perform well while others struggle. Conscientiousness is a promising non-cognitive factor, but evidence in medical education remains scattered, particularly regarding whether its association with performance varies across assessment types and stages of training. Methods: This systematic review followed PRISMA 2020 guidance and examined the association between conscientiousness and academic performance in undergraduate medical students. PubMed, ScienceDirect, and PsycINFO were searched on 5 October 2025. Twelve studies involving 3847 medical students met the eligibility criteria. Because the included studies reported heterogeneous outcomes and statistical metrics, findings were synthesized narratively. Results: Across the included studies, conscientiousness showed a generally positive association with academic performance, with reported estimates typically ranging from 0.18 to 0.48. Associations appeared somewhat stronger in clinical assessments than in preclinical written examinations and were minimal in procedural skills, although formal subgroup meta-analysis was not performed. Longitudinal studies also suggested that the predictive relevance of conscientiousness may become more apparent across later stages of training. Conclusion: Conscientiousness is a modest and generally consistent correlate of academic performance in medical students. Its relevance appears greater in learning environments that require sustained self-regulation and autonomous effort. These findings do not support the use of conscientiousness for high-stakes admissions decisions. Instead, they support using these findings to guide targeted educational support and curriculum design that strengthen students' planning, follow-through, and adaptive self-regulation.
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