Multimodal Analysis and Assessment of Therapist Empathy in Motivational Interviews

Author:

Tran Trang1ORCID,Yin Yufeng1ORCID,Tavabi Leili1ORCID,Delacruz Joannalyn2ORCID,Borsari Brian2ORCID,Woolley Joshua D3ORCID,Scherer Stefan1ORCID,Soleymani Mohammad1ORCID

Affiliation:

1. Institute for Creative Technologies, University of Southern California, United States

2. Mental Health Service, San Francisco VAHCS, United States and Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, USA

3. Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, United States

Publisher

ACM

Reference64 articles.

1. Paul  C Amrhein , William  R Miller , Carolina  E Yahne , Michael Palmer , and Laura Fulcher . 2003. Client commitment language during motivational interviewing predicts drug use outcomes.Journal of consulting and clinical psychology 71, 5 ( 2003 ), 862. Paul C Amrhein, William R Miller, Carolina E Yahne, Michael Palmer, and Laura Fulcher. 2003. Client commitment language during motivational interviewing predicts drug use outcomes.Journal of consulting and clinical psychology 71, 5 (2003), 862.

2. Taylor Berg-Kirkpatrick , David Burkett , and Dan Klein . 2012. An Empirical Investigation of Statistical Significance in NLP . In Proc. Spoken Language Processing (ICSLP). ACL , Jeju Island , South Korea , 995–1005. Taylor Berg-Kirkpatrick, David Burkett, and Dan Klein. 2012. An Empirical Investigation of Statistical Significance in NLP. In Proc. Spoken Language Processing (ICSLP). ACL, Jeju Island, South Korea, 995–1005.

3. Improvement in therapist skills over sessions in brief motivational interventions predicts client language and alcohol use outcomes.

4. Brian Borsari , John  TP Hustad , Nadine  R Mastroleo , Tracy  O’Leary Tevyaw , Nancy  P Barnett , Christopher  W Kahler , Erica Eaton Short , and Peter  M Monti . 2012. Addressing alcohol use and problems in mandated college students: a randomized clinical trial using stepped care.Journal of consulting and clinical psychology 80, 6 ( 2012 ), 1062. Brian Borsari, John TP Hustad, Nadine R Mastroleo, Tracy O’Leary Tevyaw, Nancy P Barnett, Christopher W Kahler, Erica Eaton Short, and Peter M Monti. 2012. Addressing alcohol use and problems in mandated college students: a randomized clinical trial using stepped care.Journal of consulting and clinical psychology 80, 6 (2012), 1062.

5. A dialog act tagging approach to behavioral coding: a case study of addiction counseling conversations

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