Music Students' Psychological Profiles: Unveiling Three Coping Clusters Using Schema Mode Inventory

Background: and Aim: Professional musicians face unique psychological demands leading to elevated rates of mental health problems including depression, anxiety, and performance anxiety, as well as stress-related disorders. These difficulties associate with perfectionism, adverse experiences, and maladaptive coping. While schema modes—recurring emotion, cognition, and behavior patterns triggered by early maladaptive schemas—are well-studied in clinical populations, their role in musicians remains unexplored. This study explores schema-mode presence in music students to evaluate their utility for understanding psychological vulnerability and coping. Methods: Forty-six music students from Zurich University of the Arts and Basel Music Academy completed an online survey assessing schema modes (short Schema Mode Inventory), musician-specific coping (HIL scale), and self-talk and complaints related to making music via open-ended questions. Analysis included comparisons of effect sizes to normative summary data from healthy controls and clinical patients, inter-correlations between schema-modes and coping, cluster analysis identifying psychological profiles, and qualitative content analysis. Results: Music students scored significantly higher on maladaptive schema-modes versus non-clinical controls, indicating greater emotional coping difficulties and reduced adaptive resources. Coping capacity correlated negatively with maladaptive modes and positively with healthy adult mode. Scores overlapped with Axis I patients but differed from Axis II patients, suggesting intermediate clinical characteristics. Cluster analysis revealed three distinct profiles: "Balanced Musicians" (resilient cluster with high healthy adult/happy child modes and effective coping), "Vulnerable Musicians" (high-risk cluster with intense emotional child modes and frequent maladaptive parent/coping modes), and "Compensating Musicians" (at-risk cluster with intermediate scores and overcompensating strategies mixing functional and maladaptive modes). Conclusion: Schema modes appear central to musicians' mental health and coping, highlighting psychological profile heterogeneity among music students. Schema-focused interventions targeting maladaptive modes may enhance resilience and mental health in this population. This approach offers a promising clinical framework for supporting musicians’ wellbeing.