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Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification
9 references·10 citing·41 second hop
Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification (2014)Scaling up the evaluation of psychotherap…Topic models: A novel method for modeling couple and family text data. (2012)Topic models: A novel method …Toward automating a human behavioral coding system for married couples’ interactions using speech acoustic features (2011)Toward automating a human beh…Therapist adherence/competence and treatment outcome: A meta-analytic review. (2010)Therapist adherence/competenc…Toward a theory of motivational interviewing. (2009)Toward a theory of motivation…Manual for the Motivational Interviewing Skill Code (MISC) (2008)Manual for the Motivational I…Carl Rogers's Life and Work: An Assessment on the 100th Anniversary of His Birth (2004)Carl Rogers's Life and Work: …Intraclass correlations: Uses in assessing rater reliability. (1979)Intraclass correlations: Uses…Counseling and Psychotherapy; Newer Concepts in Practice (1944)Counseling and Psychotherapy;…Counseling and Psychotherapy: Newer Concepts in Action (1943)Counseling and Psychotherapy:…Artificial Intelligence to Support Human-Provided Mental Health Treatment (2026)Artificial Intelligence to Su…Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT) (2025)Capitalizing on natural langu…Aspect of Artificial Intelligence in Dealing with Mental Health Disorders in Adolescents (2025)Aspect of Artificial Intellig…The evolution of motivational interviewing (2023)The evolution of motivational…Die Computerunterstützte Analyse Sozialwissenschaftlicher Texte – Ergebnisse des Forschungsprojekts „Casotex“ (2021)Die Computerunterstützte Anal…What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations (2019)What Makes a Good Counselor? …Design feasibility of an automated, machine-learning based feedback system for motivational interviewing. (2019)Design feasibility of an auto…Mechanisms of behavior change in motivational interviewing: do we understand how MI works? (2018)Mechanisms of behavior change…The Effectiveness and Cost of Clinical Supervision for Motivational Interviewing: A Randomized Controlled Trial (2016)The Effectiveness and Cost of…"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing (2015)"Rate My Therapist": Automate…Implementation intentions: Strong effects of simple plans. (1999)Motivational Interviewing: Preparing People for Change, 2nd ed. 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References

  • 1979Intraclass correlations: Uses in assessing rater reliability.23,882 cited
  • 2009Toward a theory of motivational interviewing.1,602 cited
  • 2010Therapist adherence/competence and treatment outcome: A meta-analytic review.657 cited
  • 1944Counseling and Psychotherapy; Newer Concepts in Practice311 cited
  • 1943Counseling and Psychotherapy: Newer Concepts in Action192 cited
  • 2008Manual for the Motivational Interviewing Skill Code (MISC)176 cited
  • 2011Toward automating a human behavioral coding system for married couples’ interactions using speech acoustic features108 cited
  • 2012Topic models: A novel method for modeling couple and family text data.71 cited
  • 2004Carl Rogers's Life and Work: An Assessment on the 100th Anniversary of His Birth55 cited

Cited by

  • 2015"Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing111 cited
  • 2019Design feasibility of an automated, machine-learning based feedback system for motivational interviewing.97 cited
  • 2023The evolution of motivational interviewing82 cited
  • 2016The Effectiveness and Cost of Clinical Supervision for Motivational Interviewing: A Randomized Controlled Trial81 cited
  • 2018Mechanisms of behavior change in motivational interviewing: do we understand how MI works?

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75 cited
  • 2019What Makes a Good Counselor? Learning to Distinguish between High-quality and Low-quality Counseling Conversations72 cited
  • 2025Capitalizing on natural language processing (NLP) to automate the evaluation of coach implementation fidelity in guided digital cognitive-behavioral therapy (GdCBT)6 cited
  • 2026Artificial Intelligence to Support Human-Provided Mental Health Treatment4 cited
  • 2025Aspect of Artificial Intelligence in Dealing with Mental Health Disorders in Adolescents2 cited
  • 2021Die Computerunterstützte Analyse Sozialwissenschaftlicher Texte – Ergebnisse des Forschungsprojekts „Casotex“1 cited