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Park S, Choi J, Lee S, Oh C, Kim C, La S, Lee J, Suh B. Designing a Chatbot for a Brief Motivational Interview on Stress Management: Qualitative Case Study. J Med Internet Res 2019; 21:e12231. [PMID: 30990463 PMCID: PMC6488959 DOI: 10.2196/12231] [Citation(s) in RCA: 37] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2018] [Revised: 01/30/2019] [Accepted: 02/17/2019] [Indexed: 02/06/2023] Open
Abstract
Background In addition to addiction and substance abuse, motivational interviewing (MI) is increasingly being integrated in treating other clinical issues such as mental health problems. Most of the many technological adaptations of MI, however, have focused on delivering the action-oriented treatment, leaving its relational component unexplored or vaguely described. This study intended to design a conversational sequence that considers both technical and relational components of MI for a mental health concern. Objective This case study aimed to design a conversational sequence for a brief motivational interview to be delivered by a Web-based text messaging application (chatbot) and to investigate its conversational experience with graduate students in their coping with stress. Methods A brief conversational sequence was designed with varied combinations of MI skills to follow the 4 processes of MI. A Web-based text messaging application, Bonobot, was built as a research prototype to deliver the sequence in a conversation. A total of 30 full-time graduate students who self-reported stress with regard to their school life were recruited for a survey of demographic information and perceived stress and a semistructured interview. Interviews were transcribed verbatim and analyzed by Braun and Clarke’s thematic method. The themes that reflect the process of, impact of, and needs for the conversational experience are reported. Results Participants had a high level of perceived stress (mean 22.5 [SD 5.0]). Our findings included the following themes: Evocative Questions and Clichéd Feedback; Self-Reflection and Potential Consolation; and Need for Information and Contextualized Feedback. Participants particularly favored the relay of evocative questions but were less satisfied with the agent-generated reflective and affirming feedback that filled in-between. Discussing the idea of change was a good means of reflecting on themselves, and some of Bonobot’s encouragements related to graduate school life were appreciated. Participants suggested the conversation provide informational support, as well as more contextualized feedback. Conclusions A conversational sequence for a brief motivational interview was presented in this case study. Participant feedback suggests sequencing questions and MI-adherent statements can facilitate a conversation for stress management, which may encourage a chance of self-reflection. More diversified sequences, along with more contextualized feedback, should follow to offer a better conversational experience and to confirm any empirical effect.
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Affiliation(s)
- SoHyun Park
- Human Centered Computing Lab., Seoul National University, Seoul, Republic of Korea
| | - Jeewon Choi
- Human Computer Interaction + Design Lab., Seoul National University, Seoul, Republic of Korea
| | - Sungwoo Lee
- Human Centered Computing Lab., Seoul National University, Seoul, Republic of Korea
| | - Changhoon Oh
- Human Centered Computing Lab., Seoul National University, Seoul, Republic of Korea
| | - Changdai Kim
- Department of Education, Seoul National University, Seoul, Republic of Korea
| | - Soohyun La
- Center for Campus Life and Culture, Seoul National University, Seoul, Republic of Korea
| | - Joonhwan Lee
- Human Computer Interaction + Design Lab., Seoul National University, Seoul, Republic of Korea
| | - Bongwon Suh
- Human Centered Computing Lab., Seoul National University, Seoul, Republic of Korea
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Barrett S, Begg S, O’Halloran P, Kingsley M. Integrated motivational interviewing and cognitive behaviour therapy for lifestyle mediators of overweight and obesity in community-dwelling adults: a systematic review and meta-analyses. BMC Public Health 2018; 18:1160. [PMID: 30290793 PMCID: PMC6173936 DOI: 10.1186/s12889-018-6062-9] [Citation(s) in RCA: 39] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2018] [Accepted: 09/24/2018] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND The aim of this study was to investigate whether integrated motivational interviewing and cognitive behaviour therapy leads to changes in lifestyle mediators of overweight and obesity in community-dwelling adults. METHOD Six electronic databases were systematically searched up to 04 October, 2017. Analyses were restricted to randomised controlled trials that examined the effect of integrated motivational interviewing and cognitive behaviour therapy on lifestyle mediators of overweight and obesity (physical activity, diet, body composition) in community-dwelling adults. Meta-analyses were conducted using change scores from baseline in outcome measures specific to the lifestyle mediators of overweight and obesity to determine standardized mean differences (SMD) and 95% confidence intervals (95% CI). The Grades of Recommendation, Assessment, Development and Evaluation approach was used to evaluate the quality of the evidence. RESULTS Ten randomised controlled trials involving 1949 participants were included. Results revealed moderate quality evidence that integrated motivational interviewing and cognitive behaviour therapy had a significant effect in increasing physical activity levels in community-dwelling adults (SMD: 0.18, 95% CI: 0.06 to 0.31, p < 0.05). The combined intervention resulted in a small, non-significant effect in body composition changes (SMD: -0.12, 95% CI: -0.24 to 0.01, p = 0.07). Insufficient evidence existed for outcome measures relating to dietary change. DISCUSSION The addition of integrated motivational interviewing and cognitive behaviour therapy to usual care can lead to modest improvements in physical activity and body composition for community-dwelling adults. The available evidence demonstrates that it is feasible to integrate MI with CBT and that this combined intervention has the potential to improve health-related outcomes. CONCLUSION This review details recommendations for future research including the adoption of uniform objective outcome measures and well-defined interventions with sufficient follow-up durations and assessments of treatment fidelity.
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Affiliation(s)
- Stephen Barrett
- La Trobe University, La Trobe Rural Health School, PO Box 199, Bendigo, VIC 3552 Australia
| | - Stephen Begg
- La Trobe University, La Trobe Rural Health School, PO Box 199, Bendigo, VIC 3552 Australia
| | - Paul O’Halloran
- La Trobe University, School of Psychology and Public Health, Bundoora, VIC 3068 Australia
| | - Michael Kingsley
- La Trobe University, La Trobe Rural Health School, PO Box 199, Bendigo, VIC 3552 Australia
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Lewis TF, Larson MF, Korcuska JS. Strengthening the Planning Process of Motivational Interviewing Using Goal Attainment Scaling. ACTA ACUST UNITED AC 2017. [DOI: 10.17744/mehc.39.3.02] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
Client-centered, outcomes-based mental health counseling is driving the behavioral health field toward identifying mechanisms to facilitate specific, measurable goal setting and tracking with clients. Motivational interviewing (MI) is an evidence-based, collaborative, goal-oriented style of counseling; however, the fourth process of MI, planning, is not as well defined as the other MI processes, especially related to goal setting. Goal attainment scaling (GAS) is a method for setting measurable goals and assessing clinical progress. The combination of MI and GAS has potential to be a valuable clinical tool to establish client-centered goals, monitor goal attainment, and provide feedback within clinical mental health settings. Therefore, we propose that the MI planning process can be enhanced by incorporating GAS. However, research is needed to substantiate the feasibility of the proposed integration. A brief case study is provided to illustrate key concepts.
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Bortolon CB, Moreira TDC, Signor L, Guahyba BL, Figueiró LR, Ferigolo M, Barros HMT. Six-Month Outcomes of a Randomized, Motivational Tele-intervention for Change in the Codependent Behavior of Family Members of Drug Users. Subst Use Misuse 2017; 52:164-174. [PMID: 27754731 DOI: 10.1080/10826084.2016.1223134] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
Families of substance abusers may develop maladaptive strategies, such as codependency, to address drug-related problems. It is important for families to receive specialist treatment in order to contribute to the recovery process. The Tele-intervention Model and Monitoring of Families of Drug Users (TMMFDU), based on motivational interviewing and stages of change, aims to encourage the family to change the codependents' behaviors. A randomized clinical trial was carried out to verify the change in codependent behavior after intervention with 6 months of follow-up. Three hundred and twenty-five families with high or low codependency scores were randomized into the intervention group (n = 163) or the usual treatment (UT) (n = 162). After 6 months of follow-up, the family members of the TMMFDU group were twice as likely to modify their codependency behavior when compared to the UT group (OR 2.08 CI 95% 1.18-3.65). TMMFDU proved to be effective in changing codependent behaviors among compliant family members of drug users.
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Affiliation(s)
| | - Taís de Campos Moreira
- a Pharmacology , Federal University of Health Sciences of Porto Alegre , Porto Alegre , Brazil
| | - Luciana Signor
- a Pharmacology , Federal University of Health Sciences of Porto Alegre , Porto Alegre , Brazil
| | | | | | - Maristela Ferigolo
- a Pharmacology , Federal University of Health Sciences of Porto Alegre , Porto Alegre , Brazil
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McKenzie KJ, Pierce D, Gunn JM. A systematic review of motivational interviewing in healthcare: the potential of motivational interviewing to address the lifestyle factors relevant to multimorbidity. JOURNAL OF COMORBIDITY 2015; 5:162-174. [PMID: 29090164 PMCID: PMC5636036 DOI: 10.15256/joc.2015.5.55] [Citation(s) in RCA: 58] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/30/2015] [Accepted: 12/08/2015] [Indexed: 01/08/2023]
Abstract
Internationally, health systems face an increasing demand for services from people living with multimorbidity. Multimorbidity is often associated with high levels of treatment burden. Targeting lifestyle factors that impact across multiple conditions may promote quality of life and better health outcomes for people with multimorbidity. Motivational interviewing (MI) has been studied as one approach to supporting lifestyle behaviour change. A systematic review was conducted to assess the effectiveness of MI in healthcare settings and to consider its relevance for multimorbidity. Twelve meta-analyses pertinent to multimorbidity lifestyle factors were identified. As an intervention, MI has been found to have a small-to-medium statistically significant effect across a wide variety of single diseases and for a range of behavioural outcomes. This review highlights the need for specific research into the application of MI to determine if the benefits of MI seen with single diseases are also present in the context of multimorbidity.
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Affiliation(s)
- Kylie J. McKenzie
- Psychology Department, Ballarat Health Services and Department of General Practice, University of Melbourne, Melbourne, Victoria, Australia
| | - David Pierce
- Rural Health Academic Centre, University of Melbourne, Ballarat, Victoria, Australia
| | - Jane M. Gunn
- Department of General Practice, University of Melbourne, Melbourne, Victoria, Australia
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Klonek FE, Güntner AV, Lehmann-Willenbrock N, Kauffeld S. Using Motivational Interviewing to reduce threats in conversations about environmental behavior. Front Psychol 2015; 6:1015. [PMID: 26257676 PMCID: PMC4508486 DOI: 10.3389/fpsyg.2015.01015] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2014] [Accepted: 07/06/2015] [Indexed: 11/13/2022] Open
Abstract
Human behavior contributes to a waste of environmental resources and our society is looking for ways to reduce this problem. However, humans may perceive feedback about their environmental behavior as threatening. According to self-determination theory (SDT), threats decrease intrinsic motivation for behavior change. According to self-affirmation theory (SAT), threats can harm individuals’ self-integrity. Therefore, individuals should show self-defensive biases, e.g., in terms of presenting counter-arguments when presented with environmental behavior change. The current study examines how change recipients respond to threats from change agents in interactions about environmental behavior change. Moreover, we investigate how Motivational Interviewing (MI) — an intervention aimed at increasing intrinsic motivation — can reduce threats at both the social and cognitive level. We videotaped 68 dyadic interactions with change agents who either did or did not use MI (control group). We coded agents verbal threats and recipients’ verbal expressions of motivation. Recipients also rated agents’ level of confrontation and empathy (i.e., cognitive reactions). As hypothesized, threats were significantly lower when change agents used MI. Perceived confrontations converged with observable social behavior of change agents in both groups. Moreover, behavioral threats showed a negative association with change recipients’ expressed motivation (i.e., reasons to change). Contrary to our expectations, we found no relation between change agents’ verbal threats and change recipients’ verbally expressed self-defenses (i.e., sustain talk). Our results imply that MI reduces the adverse impact of threats in conversations about environmental behavior change on both the social and cognitive level. We discuss theoretical implications of our study in the context of SAT and SDT and suggest practical implications for environmental change agents in organizations.
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Affiliation(s)
- Florian E Klonek
- Department of Industrial/Organizational and Social Psychology, Institute of Psychology, Technische Universität Braunschweig Braunschweig, Germany
| | - Amelie V Güntner
- Department of Experimental and Applied Psychology, Faculty of Psychology and Education, VU University Amsterdam Amsterdam, Netherlands
| | - Nale Lehmann-Willenbrock
- Department of Experimental and Applied Psychology, Faculty of Psychology and Education, VU University Amsterdam Amsterdam, Netherlands
| | - Simone Kauffeld
- Department of Industrial/Organizational and Social Psychology, Institute of Psychology, Technische Universität Braunschweig Braunschweig, Germany
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Romano M, Peters L. Evaluating the mechanisms of change in motivational interviewing in the treatment of mental health problems: A review and meta-analysis. Clin Psychol Rev 2015; 38:1-12. [DOI: 10.1016/j.cpr.2015.02.008] [Citation(s) in RCA: 54] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2014] [Revised: 12/19/2014] [Accepted: 02/24/2015] [Indexed: 11/29/2022]
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Blakely TJ, Bruggink S, Dziadosz GM, Rose M. Combining evidence-based practices for improved behavioral outcomes: a demonstration project. Community Ment Health J 2013; 49:396-400. [PMID: 23054153 DOI: 10.1007/s10597-012-9550-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2010] [Accepted: 09/18/2012] [Indexed: 11/24/2022]
Abstract
This article describes a demonstration project carried out by a special team at a mental health agency serving adults with a serious psychiatric condition. The project consisted of combining the evidence-based practices of cognitive therapy, Motivational Interviewing and Stages of Change with Social Role Theory and the Chronic Care Model that were the organizing concepts of the agency's assessment and treatment program. Measures of the results of clients' improved mental health and social functioning indicated the successful use of this combination.
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Affiliation(s)
- Thomas J Blakely
- Cherry Street Health Services, 100 Cherry St. S.E., Grand Rapids, MI 49503, USA.
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Gourlan M, Sarrazin P, Trouilloud D. Motivational interviewing as a way to promote physical activity in obese adolescents: a randomised-controlled trial using self-determination theory as an explanatory framework. Psychol Health 2013; 28:1265-86. [PMID: 23756082 DOI: 10.1080/08870446.2013.800518] [Citation(s) in RCA: 59] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/26/2022]
Abstract
Using self-determination theory (SDT) as an explanatory framework, this randomised-controlled study evaluates the effect of a motivational interviewing (MI)-based intervention as an addition to a standard weight loss programme (SWLP) on physical activity (PA) practice in obese adolescents over a six-month period. Fifty-four obese adolescents (mean age = 13 years, mean BMI = 29.57 kg/m²) were randomly assigned to an SWLP group (n = 28) or SWLP + MI group (n = 26). Both groups received two SWLP sessions, supplemented for the SWLP + MI group, by six MI sessions. Perceived autonomy support, perceived competence, motivational regulations, PA and BMI were assessed at baseline, three and six months (i.e. the end of the programme). MLM analyses revealed that compared to SWLP, the SWLP + MI group had a greater BMI decrease and a greater PA practice increase over time. Moreover, the SWLP + MI group reported greater autonomy support from medical staff at the end of the programme, greater increase in integrated and identified regulations and a stronger decrease in amotivation. MI appears as an efficient counselling method as an addition to an SWLP to promote PA in the context of pediatric obesity.
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Toward a Universal Maintenance Intervention: Integrating Cognitive-Behavioral Treatment With Motivational Interviewing for Maintenance of Behavior Change. J Cogn Psychother 2013; 27:126-137. [PMID: 32759118 DOI: 10.1891/0889-8391.27.2.126] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
Improvements in behavior following active interventions diminish over time across a broad spectrum of behaviors. Motivational interviewing (MI) has been found to increase intrinsic motivation for initial behavior change, but there has been little discussion on how to integrate MI and the cognitive-behavioral treatments (CBTs) commonly used to maintain change. A prominent CBT approach to relapse prevention that has been tested in multiple behavioral domains includes the following maintenance strategies: managing the goal violation effect, flexible goal setting, identifying triggers and developing coping skills, and increasing self-efficacy and social support. Using a model of integration where MI is the foundation for CBT delivery, the integration of specific relational and technical components of MI and CBT strategies for maintenance of change are described. A universal maintenance intervention that uses MI as an integrative framework to deliver CBT may address maintenance of behavior change across multiple behavioral domains. Further research is necessary to confirm whether delivering MI with fidelity adds to the effectiveness of CBT maintenance interventions.
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