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Methods and New Tools in Mental Health Research (961) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (3414) Ontologies, Classifications, and Coding (479) Innovations in Mental Health Systems (688)

Published on in Vol 13 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/95389, first published .
Therapist taking notes while a patient discusses concerns in a counseling session.

Modeling of Therapist-Client Dynamics in Psychotherapy Using Large Language Model–Based Assessments: Retrospective Observational Study of 1573 Psychotherapy Sessions

Modeling of Therapist-Client Dynamics in Psychotherapy Using Large Language Model–Based Assessments: Retrospective Observational Study of 1573 Psychotherapy Sessions

Authors of this article:

Angela H Chen1 Author Orcid Image ;   Siwei Jin1 Author Orcid Image ;   Canwen Wang1 Author Orcid Image ;   Holly A Swartz1 Author Orcid Image ;   Tongshuang Wu1 Author Orcid Image ;   Robert E Kraut1 Author Orcid Image ;   Haiyi Zhu1 Author Orcid Image
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Angela H Chen   1 , PhD ;   Siwei Jin   1 * , MSc ;   Canwen Wang   1 * , MSc ;   Holly A Swartz   1 , MD ;   Tongshuang Wu   1 , PhD ;   Robert E Kraut   1 , PhD ;   Haiyi Zhu   1 , PhD

1 Carnegie Mellon University, Pittsburgh, PA, United States

*these authors contributed equally

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