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Investigating psychotherapists' attitudes towards artificial intelligence in psychotherapy
Julian Wagner1, Anna-Sophia Schwind2
1Department of Psychology, University of Trier, Trier, 54296, Germany.
Psychotherapists show positive attitudes towards Artificial Intelligence (AI) and Machine Learning (ML) when they perceive its usefulness in diagnostics and treatment planning. Addressing knowledge gaps and fears through education is key for AI integration in mental healthcare.
Area of Science:
- Mental Health
- Psychotherapy
- Artificial Intelligence
Background:
- Rising mental health disorders and therapist shortages necessitate innovative solutions like AI and Machine Learning (ML).
- AI/ML show promise in diagnostics, personalized treatment, and therapy optimization.
- Understanding psychotherapists' attitudes towards AI/ML is crucial for its integration but remains underexplored.
Purpose of the Study:
- Investigate psychotherapists' attitudes toward AI/ML in Germany.
- Identify factors influencing AI acceptance and perceived usefulness.
- Explore the relationship between technical affinity and AI perception.
Main Methods:
- Cross-sectional survey of 181 licensed psychotherapists in Germany.
- Assessed attitudes towards AI/ML, technical affinity, and perceived utility.
- Hierarchical regression analyses identified predictors of AI acceptance.
Main Results:
- Perceived usefulness in diagnostics and personalized treatment plans significantly predicted positive AI/ML attitudes.
- Empathic support was a significant predictor across groups, though rated lower for enhancement.
- Technically affine therapists focused on AI benefits in diagnostics; non-affine therapists highlighted empathic support and relapse prediction.
Conclusions:
- Negative attitudes stem from fears of professional replacement and limited AI/ML understanding.
- A significant portion of therapists (40%) lack technical inclination, indicating a potential knowledge gap.
- Education and emphasizing human qualities are vital to address fears and facilitate AI/ML adoption in psychotherapy.
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