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Background Physician burnout has reached crisis proportions despite increasingly competitive medical school admissions, suggesting that academic selection alone may not protect career sustainability. This report examines which baseline characteristics predict and which fail to predict long-term physician wellbeing. Methods We report findings from a 25-year research programme at the Medical University of Gdańsk, Poland, comprising one longitudinal and two cross-sectional studies. The longitudinal study tracked the 1999 admission cohort ( n = 320) through 6 years of medical education and 4 years post-graduation ( n = 54). Baseline measures included academic achievement, sense of coherence (SOC-29), depression (MMPI-D), anxiety (STAI), and coping strategies (CRI). Post-graduation outcomes included licensing-examination performance ( n = 268), career satisfaction, burnout (MBI), and quality of life. Two cross-sectional surveys ( n = 566; n = 334) examined fatigue, motivation, resilience, and satisfaction. Results Academic achievement during medical school predicted licensing-examination performance R 2 = 0.21, F (6,270) = 11.95, p 0.001 but did not predict career satisfaction ( R 2 = 0.01, ns), burnout ( R 2 = 0.01, ns), or quality of life ( R 2 = 0.01–0.21, mostly ns). In contrast, sense of coherence at admission accounted for substantial variance in career satisfaction ( R 2 = 0.40, p 0.05), general wellbeing ( R 2 = 0.88, p 0.01), and life satisfaction ( R 2 = 0.40, p 0.05). Cluster analysis identified three post-graduation profiles, labelled “Committed,” “Clever,” and “Bright,” differentiated by sense of coherence and coping rather than by academic achievement F (2,47) = 20.18, p 0.001 for satisfaction, η 2 = 0.46. The most academically successful graduates (“Bright”) reported the lowest income and lowest life satisfaction, while the least academically successful (“Clever”) reported the highest. Cross-sectional surveys revealed peak study-related stress at year four (transition to clinical training) and progressive erosion of intrinsic motivation across training stages. Conclusion Cognitive admission metrics efficiently identify students capable of mastering medical content but do not predict, and may not protect against, burnout, dissatisfaction, or impaired quality of life. We argue for reframing physician burnout as a modifiable occupational hazard and redirecting investment from selection toward resilience-building throughout medical education.
Maciej Walkiewicz (Tue,) studied this question.