Literature DB >> 22681874

Mechanisms of motivational interviewing in health promotion: a Bayesian mediation analysis.

Angela G Pirlott1, Yasemin Kisbu-Sakarya, Carol A Defrancesco, Diane L Elliot, David P Mackinnon.   

Abstract

BACKGROUND: Counselor behaviors that mediate the efficacy of motivational interviewing (MI) are not well understood, especially when applied to health behavior promotion. We hypothesized that client change talk mediates the relationship between counselor variables and subsequent client behavior change.
METHODS: Purposeful sampling identified individuals from a prospective randomized worksite trial using an MI intervention to promote firefighters' healthy diet and regular exercise that increased dietary intake of fruits and vegetables (n = 21) or did not increase intake of fruits and vegetables (n = 22). MI interactions were coded using the Motivational Interviewing Skill Code (MISC 2.1) to categorize counselor and firefighter verbal utterances. Both Bayesian and frequentist mediation analyses were used to investigate whether client change talk mediated the relationship between counselor skills and behavior change.
RESULTS: Counselors' global spirit, empathy, and direction and MI-consistent behavioral counts (e.g., reflections, open questions, affirmations, emphasize control) significantly correlated with firefighters' total client change talk utterances (rs = 0.42, 0.40, 0.30, and 0.61, respectively), which correlated significantly with their fruit and vegetable intake increase (r = 0.33). Both Bayesian and frequentist mediation analyses demonstrated that findings were consistent with hypotheses, such that total client change talk mediated the relationship between counselor's skills--MI-consistent behaviors [Bayesian mediated effect: αβ = .06 (.03), 95% CI = .02, .12] and MI spirit [Bayesian mediated effect: αβ = .06 (.03), 95% CI = .01, .13]--and increased fruit and vegetable consumption.
CONCLUSION: Motivational interviewing is a resource- and time-intensive intervention, and is currently being applied in many arenas. Previous research has identified the importance of counselor behaviors and client change talk in the treatment of substance use disorders. Our results indicate that similar mechanisms may underlie the effects of MI for dietary change. These results inform MI training and application by identifying those processes critical for MI success in health promotion domains.

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Year:  2012        PMID: 22681874      PMCID: PMC3439244          DOI: 10.1186/1479-5868-9-69

Source DB:  PubMed          Journal:  Int J Behav Nutr Phys Act        ISSN: 1479-5868            Impact factor:   6.457


  45 in total

Review 1.  Motivational interviewing in health care settings. Opportunities and limitations.

Authors:  K M Emmons; S Rollnick
Journal:  Am J Prev Med       Date:  2001-01       Impact factor: 5.043

2.  A motivational interviewing intervention to increase fruit and vegetable intake through Black churches: results of the Eat for Life trial.

Authors:  K Resnicow; A Jackson; T Wang; A K De; F McCarty; W N Dudley; T Baranowski
Journal:  Am J Public Health       Date:  2001-10       Impact factor: 9.308

3.  Client commitment language during motivational interviewing predicts drug use outcomes.

Authors:  Paul C Amrhein; William R Miller; Carolina E Yahne; Michael Palmer; Laura Fulcher
Journal:  J Consult Clin Psychol       Date:  2003-10

4.  The efficacy of motivational interviewing: a meta-analysis of controlled clinical trials.

Authors:  Brian L Burke; Hal Arkowitz; Marisa Menchola
Journal:  J Consult Clin Psychol       Date:  2003-10

Review 5.  Motivational interviewing in health promotion: it sounds like something is changing.

Authors:  Ken Resnicow; Colleen DiIorio; Johanna E Soet; Denise Ernst; Belinda Borrelli; Jacki Hecht
Journal:  Health Psychol       Date:  2002-09       Impact factor: 4.267

6.  Fruit and vegetable assessment: performance of 2 new short instruments and a food frequency questionnaire.

Authors:  Frances E Thompson; Amy F Subar; Albert F Smith; Douglas Midthune; Kathy L Radimer; Lisa L Kahle; Victor Kipnis
Journal:  J Am Diet Assoc       Date:  2002-12

7.  The PHLAME (Promoting Healthy Lifestyles: Alternative Models' Effects) firefighter study: testing mediating mechanisms.

Authors:  Krista W Ranby; David P MacKinnon; Amanda J Fairchild; Diane L Elliot; Kerry S Kuehl; Linn Goldberg
Journal:  J Occup Health Psychol       Date:  2011-10

Review 8.  Self-perception: An alternative interpretation of cognitive dissonance phenomena.

Authors:  D J Bem
Journal:  Psychol Rev       Date:  1967-05       Impact factor: 8.934

Review 9.  Motivational interviewing in health settings: a review.

Authors:  Eileen Britt; Stephen M Hudson; Neville M Blampied
Journal:  Patient Educ Couns       Date:  2004-05

10.  Mandatory exercise and heart disease risk in fire fighters. A longitudinal study.

Authors:  J S Green; S F Crouse
Journal:  Int Arch Occup Environ Health       Date:  1991       Impact factor: 3.015

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  17 in total

1.  Do what you say and say what you are going to do: A preliminary meta-analysis of client change and sustain talk subtypes in motivational interviewing.

Authors:  Molly Magill; Michael H Bernstein; Ariel Hoadley; Brian Borsari; Timothy R Apodaca; Jacques Gaume; J Scott Tonigan
Journal:  Psychother Res       Date:  2018-06-28

2.  Using topic coding to understand the nature of change language in a motivational intervention to reduce alcohol and sex risk behaviors in emergency department patients.

Authors:  Christopher W Kahler; Amy J Caswell; M Barton Laws; Justin Walthers; Molly Magill; Nadine R Mastroleo; Chanelle J Howe; Timothy Souza; Ira Wilson; Kendall Bryant; Peter M Monti
Journal:  Patient Educ Couns       Date:  2016-05-02

3.  The role of therapist MI skill and client change talk class membership predicting dual alcohol and sex risk outcomes.

Authors:  Tim Janssen; Molly Magill; Nadine R Mastroleo; M Barton Laws; Chanelle J Howe; Justin W Walthers; Peter M Monti; Christopher W Kahler
Journal:  J Clin Psychol       Date:  2019-04-29

Review 4.  Prevention, screening, and treatment for heavy drinking and alcohol use disorder.

Authors:  Justin Knox; Deborah S Hasin; Farren R R Larson; Henry R Kranzler
Journal:  Lancet Psychiatry       Date:  2019-10-17       Impact factor: 27.083

5.  Examining the influence of active ingredients of motivational interviewing on client change talk.

Authors:  Margo C Villarosa-Hurlocker; Anthony J O'Sickey; Jon M Houck; Theresa B Moyers
Journal:  J Subst Abuse Treat       Date:  2018-10-03

6.  Self-Report After Randomly Assigned Supervision Does not Predict Ability to Practice Motivational Interviewing.

Authors:  R Morgan Wain; Bryan A Kutner; Jennifer L Smith; Kenneth M Carpenter; Mei-Chen Hu; Paul C Amrhein; Edward V Nunes
Journal:  J Subst Abuse Treat       Date:  2015-04-14

7.  Reliability and Validity of an Observational Measure of Client Decision-Making: The Client Language Assessment - Proximal/Distal (CLA-PD).

Authors:  Molly Magill; Timothy R Apodaca; Mitchell Karno; Jacques Gaume; Ayla Durst; Justin Walthers; Robert L Stout; Carlo DiClemente
Journal:  J Subst Abuse Treat       Date:  2015-12-28

8.  Short- and Long-Term Effects of Within-Session Client Speech on Drinking Outcomes in the COMBINE Study.

Authors:  Jon M Houck; Jennifer K Manuel; Theresa B Moyers
Journal:  J Stud Alcohol Drugs       Date:  2018-03       Impact factor: 2.582

9.  From counselor skill to decreased marijuana use: does change talk matter?

Authors:  Elizabeth Barnett; Theresa B Moyers; Steve Sussman; Caitlin Smith; Louise A Rohrbach; Ping Sun; Donna Spruijt-Metz
Journal:  J Subst Abuse Treat       Date:  2013-12-02

10.  Within-session communication patterns predict alcohol treatment outcomes.

Authors:  Jon M Houck; Theresa B Moyers
Journal:  Drug Alcohol Depend       Date:  2015-10-30       Impact factor: 4.492

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