Aug 2026· Bipolar Disorders· Vol 28· 0 citations· 13 references
Medicine
TL;DR
It is suggested that ChatGPT can shift trust from mental health professionals to AI, fulfilling multiple roles resulting in role blurring and fluid boundaries, which highlight persistent challenges in psychiatric care that AI alone cannot address.
Abstract
ABSTRACT Objectives To identify preliminary insights into the perceived utility and risks of commercially available AI chatbots such as ChatGPT used by individuals with severe mental illness (SMI), namely bipolar disorder, for self‐reflection and mental health support. Methods Data were collected via semi‐structured interviews from two individuals diagnosed with bipolar disorder who independently used ChatGPT for self‐reflection and to explore diagnosis, symptom management, and treatment. Both individuals presented to psychiatric services for clinical reasons unrelated to chatbot use. The interviews were audio‐recorded, transcribed verbatim, and thematically analyzed. Results We identified a few key themes in the data. First, both participants perceived ChatGPT as a versatile tool, providing educational, emotional, and social support, with use evolving from information seeking to more personal and relational functions. Second, distinct attachment patterns reflected their clinical and psychological profiles: one engaged in reflective, intellectualized conversations, whereas the other developed emotionally intimate interactions. Third, both described therapeutic benefits, including nonjudgmental support and reassurance, sometimes perceived as more accessible or understanding than professional care. Conclusions These cases suggest that ChatGPT can shift trust from mental health professionals to AI, fulfilling multiple roles resulting in role blurring and fluid boundaries. Engagement patterns varied with clinical stability, highlighting greater reliance and less distancing in more vulnerable individuals. Although perceived benefits were reported, risks include overreliance, diminished trust in clinicians, and limited awareness of AI limitations, underscoring ethical and clinical considerations for integrating AI in psychiatric care. These cases highlight persistent challenges in psychiatric care that AI alone cannot address.
While ChatGPT was primarily viewed as an efficient tool in a work context, the quantitative survey reveals a weakly significant correlation between psychological stress and openness toward the social-emotional use of chatbots.
Stefanie Osetrow, H. Klapperich, A. Huldtgren· Message Understanding Confer...· 0 citations
Therapeutic bond in chatbot-based interventions may represent a distinct and simplified form of relational engagement shaped by the characteristics of human – AI interaction.
Wojciech Markiewicz, Maria Marusińska, Michał Karpiński et al.· 0 citations
In this survey of adults connected to a large mental health organization, AI chatbots were widely used but engagement for mental health purposes was typically brief and focused, suggesting a need for proactive conversations about AI use in routine mental health care.
H. Notsu, P. A. Nguyen, M. Flathers et al.· medRxiv· 0 citations
Background: The rapid development of digital mental health interventions has led to the increasing use of AI-based chatbots as accessible alternatives or complements to traditional psychotherapy. While the therapeutic alliance is a well-established factor influencing treatment outcomes in conventional settings, its app...
Wojciech Markiewicz, Maria Marusińska, Michał Karpiński et al.· International Journal of Inn...· 0 citations
The study found that although most participants realized that AI Chatbots did not have human emotions at the cognitive level and only relied on Algorithms and databases to answer, they often still experienced a real sense of mutual intimacy.
It is argued that, in this brief, online, non-clinical, single-session context, baseline AI acceptance explained more variance in immediate user-reported outcomes than the assigned identity disclosure label, suggesting pre-intervention education designed to improve user acceptance may benefit deployment efforts.
P. Ebrahimi, Lynn Miriam Weisker, Johannes Schneider et al.· Journal of Technology in Beh...· 0 citations
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