Literature DB >> 25242192

Advancing methods for reliably assessing motivational interviewing fidelity using the motivational interviewing skills code.

Sarah Peregrine Lord1, Doğan Can2, Michael Yi3, Rebeca Marin4, Christopher W Dunn4, Zac E Imel5, Panayiotis Georgiou2, Shrikanth Narayanan2, Mark Steyvers3, David C Atkins4.   

Abstract

The current paper presents novel methods for collecting MISC data and accurately assessing reliability of behavior codes at the level of the utterance. The MISC 2.1 was used to rate MI interviews from five randomized trials targeting alcohol and drug use. Sessions were coded at the utterance-level. Utterance-based coding reliability was estimated using three methods and compared to traditional reliability estimates of session tallies. Session-level reliability was generally higher compared to reliability using utterance-based codes, suggesting that typical methods for MISC reliability may be biased. These novel methods in MI fidelity data collection and reliability assessment provided rich data for therapist feedback and further analyses. Beyond implications for fidelity coding, utterance-level coding schemes may elucidate important elements in the counselor-client interaction that could inform theories of change and the practice of MI.
Copyright © 2015 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Fidelity assessment; Inter-rater reliability; MISC; Motivational interviewing

Mesh:

Year:  2014        PMID: 25242192      PMCID: PMC4277918          DOI: 10.1016/j.jsat.2014.08.005

Source DB:  PubMed          Journal:  J Subst Abuse Treat        ISSN: 0740-5472


  26 in total

1.  The structure of client language and drinking outcomes in project match.

Authors:  Tim Martin; Paulette J Christopher; Jon M Houck; Theresa B Moyers
Journal:  Psychol Addict Behav       Date:  2011-09

2.  Client language during motivational enhancement therapy and alcohol use outcome.

Authors:  Samadhi Deva Campbell; Simon Justin Adamson; Janet Deborah Carter
Journal:  Behav Cogn Psychother       Date:  2010-06-03

3.  Evidence-based therapy relationships: research conclusions and clinical practices.

Authors:  John C Norcross; Bruce E Wampold
Journal:  Psychotherapy (Chic)       Date:  2011-03

4.  The technical hypothesis of motivational interviewing: a meta-analysis of MI's key causal model.

Authors:  Molly Magill; Jacques Gaume; Timothy R Apodaca; Justin Walthers; Nadine R Mastroleo; Brian Borsari; Richard Longabaugh
Journal:  J Consult Clin Psychol       Date:  2014-05-19

5.  A pilot study to establish a randomized trial methodology to test the efficacy of a behavioural intervention.

Authors:  D M Tappin; M A Lumsden; D McIntyre; C Mckay; W H Gilmour; R Webber; S Cowan; F Crawford; F Currie
Journal:  Health Educ Res       Date:  2000-08

6.  Topic models: a novel method for modeling couple and family text data.

Authors:  David C Atkins; Timothy N Rubin; Mark Steyvers; Michelle A Doeden; Brian R Baucom; Andrew Christensen
Journal:  J Fam Psychol       Date:  2012-08-13

7.  Behavioral Signal Processing: Deriving Human Behavioral Informatics From Speech and Language: Computational techniques are presented to analyze and model expressed and perceived human behavior-variedly characterized as typical, atypical, distressed, and disordered-from speech and language cues and their applications in health, commerce, education, and beyond.

Authors:  Shrikanth Narayanan; Panayiotis G Georgiou
Journal:  Proc IEEE Inst Electr Electron Eng       Date:  2013-02-07       Impact factor: 10.961

8.  Testing the effects of brief intervention in primary care for problem drug use in a randomized controlled trial: rationale, design, and methods.

Authors:  Antoinette Krupski; Jutta M Joesch; Chris Dunn; Dennis Donovan; Kristin Bumgardner; Sarah Peregrine Lord; Richard Ries; Peter Roy-Byrne
Journal:  Addict Sci Clin Pract       Date:  2012-12-14

9.  CACTI: free, open-source software for the sequential coding of behavioral interactions.

Authors:  Lisa H Glynn; Kevin A Hallgren; Jon M Houck; Theresa B Moyers
Journal:  PLoS One       Date:  2012-07-16       Impact factor: 3.240

10.  Scaling up the evaluation of psychotherapy: evaluating motivational interviewing fidelity via statistical text classification.

Authors:  David C Atkins; Mark Steyvers; Zac E Imel; Padhraic Smyth
Journal:  Implement Sci       Date:  2014-04-24       Impact factor: 7.327

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  10 in total

1.  Thoroughness and Psychometrics of Fidelity Measures in Occupational and Physical Therapy: A Systematic Review.

Authors:  Brittany N Hand; Amy R Darragh; Andrew C Persch
Journal:  Am J Occup Ther       Date:  2018 Sep/Oct

2.  Brief Motivational Interviewing and Normative Feedback for Adolescents: Change Language and Alcohol Use Outcomes.

Authors:  Jordan P Davis; Jon M Houck; Lauren N Rowell; Jennifer G Benson; Douglas C Smith
Journal:  J Subst Abuse Treat       Date:  2015-11-19

3.  "It's hard to argue with a computer:" Investigating Psychotherapists' Attitudes towards Automated Evaluation.

Authors:  Tad Hirsch; Christina Soma; Kritzia Merced; Patty Kuo; Aaron Dembe; Derek D Caperton; David C Atkins; Zac E Imel
Journal:  DIS (Des Interact Syst Conf)       Date:  2018-06

4.  The Relationship Between Drinking Behavior and Conversational Processes During a Brief Alcohol Reduction Intervention for People with HIV.

Authors:  Carolyn Lauckner; Justin Walthers; Jennifer Stuck; Kendall Bryant; E Jennifer Edelman; David A Fiellin; Nathan B Hansen; Christopher W Kahler; Molly Magill; Nadine R Mastroleo; Stephen A Maisto
Journal:  AIDS Behav       Date:  2022-01-10

5.  Effectiveness and Efficiency of Observationally Assessing Fidelity to a Family-Centered Child Intervention: A Quasi-Experimental Study.

Authors:  Justin D Smith; Jenna Rudo-Stern; Thomas J Dishion; Elizabeth A Stormshak; Samantha Montag; Kimbree Brown; Karina Ramos; Daniel S Shaw; Melvin N Wilson
Journal:  J Clin Child Adolesc Psychol       Date:  2019-01-31

6.  A Comparison of Natural Language Processing Methods for Automated Coding of Motivational Interviewing.

Authors:  Michael Tanana; Kevin A Hallgren; Zac E Imel; David C Atkins; Vivek Srikumar
Journal:  J Subst Abuse Treat       Date:  2016-01-28

7.  Temporal variation in facilitator and client behavior during group motivational interviewing sessions.

Authors:  Jon M Houck; Sarah B Hunter; Jennifer G Benson; Linda L Cochrum; Lauren N Rowell; Elizabeth J D'Amico
Journal:  Psychol Addict Behav       Date:  2015-09-28

8.  Motivational interviewing interactions and the primary health care challenges presented by smokers with low motivation to stop smoking: a conversation analysis.

Authors:  Núria Codern-Bové; Enriqueta Pujol-Ribera; Margarida Pla; Javier González-Bonilla; Silvia Granollers; José L Ballvé; Gemma Fanlo; Carmen Cabezas
Journal:  BMC Public Health       Date:  2014-11-26       Impact factor: 3.295

9.  Predicting couple therapy outcomes based on speech acoustic features.

Authors:  Md Nasir; Brian Robert Baucom; Panayiotis Georgiou; Shrikanth Narayanan
Journal:  PLoS One       Date:  2017-09-21       Impact factor: 3.240

10.  "Rate My Therapist": Automated Detection of Empathy in Drug and Alcohol Counseling via Speech and Language Processing.

Authors:  Bo Xiao; Zac E Imel; Panayiotis G Georgiou; David C Atkins; Shrikanth S Narayanan
Journal:  PLoS One       Date:  2015-12-02       Impact factor: 3.240

  10 in total

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