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Schläpfer S, Schneider F, Santhanam P, Eicher M, Kowatsch T, Witt CM, Barth J. Engagement With a Relaxation and Mindfulness Mobile App Among People With Cancer: Exploratory Analysis of Use Data and Self-Reports From a Randomized Controlled Trial. JMIR Cancer 2024; 10:e52386. [PMID: 38819907 PMCID: PMC11179041 DOI: 10.2196/52386] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2023] [Revised: 02/01/2024] [Accepted: 04/14/2024] [Indexed: 06/01/2024] Open
Abstract
BACKGROUND Mobile health (mHealth) apps offer unique opportunities to support self-care and behavior change, but poor user engagement limits their effectiveness. This is particularly true for fully automated mHealth apps without any human support. Human support in mHealth apps is associated with better engagement but at the cost of reduced scalability. OBJECTIVE This work aimed to (1) describe the theory-informed development of a fully automated relaxation and mindfulness app to reduce distress in people with cancer (CanRelax app 2.0), (2) describe engagement with the app on multiple levels within a fully automated randomized controlled trial over 10 weeks, and (3) examine whether engagement was related to user characteristics. METHODS The CanRelax app 2.0 was developed in iterative processes involving input from people with cancer and relevant experts. The app includes evidence-based relaxation exercises, personalized weekly coaching sessions with a rule-based conversational agent, 39 self-enactable behavior change techniques, a self-monitoring dashboard with gamification elements, highly tailored reminder notifications, an educational video clip, and personalized in-app letters. For the larger study, German-speaking adults diagnosed with cancer within the last 5 years were recruited via the web in Switzerland, Austria, and Germany. Engagement was analyzed in a sample of 100 study participants with multiple measures on a micro level (completed coaching sessions, relaxation exercises practiced with the app, and feedback on the app) and a macro level (relaxation exercises practiced without the app and self-efficacy toward self-set weekly relaxation goals). RESULTS In week 10, a total of 62% (62/100) of the participants were actively using the CanRelax app 2.0. No associations were identified between engagement and level of distress at baseline, sex assigned at birth, educational attainment, or age. At the micro level, 71.88% (3520/4897) of all relaxation exercises and 714 coaching sessions were completed in the app, and all participants who provided feedback (52/100, 52%) expressed positive app experiences. At the macro level, 28.12% (1377/4897) of relaxation exercises were completed without the app, and participants' self-efficacy remained stable at a high level. At the same time, participants raised their weekly relaxation goals, which indicates a potential relative increase in self-efficacy. CONCLUSIONS The CanRelax app 2.0 achieved promising engagement even though it provided no human support. Fully automated social components might have compensated for the lack of human involvement and should be investigated further. More than one-quarter (1377/4897, 28.12%) of all relaxation exercises were practiced without the app, highlighting the importance of assessing engagement on multiple levels.
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Affiliation(s)
- Sonja Schläpfer
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Fabian Schneider
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Prabhakaran Santhanam
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
| | - Manuela Eicher
- Institute of Higher Education and Research in Healthcare, Faculty of Biology and Medicine, University of Lausanne and Lausanne University Hospital, Lausanne, Switzerland
- Department of Oncology, Lausanne University Hospital, Lausanne, Switzerland
| | - Tobias Kowatsch
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland
- School of Medicine, University of St.Gallen, St.Gallen, Switzerland
| | - Claudia M Witt
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
| | - Jürgen Barth
- Institute for Complementary and Integrative Medicine, University Hospital Zurich and University of Zurich, Zurich, Switzerland
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Broderick J, Haberlin C, O Donnell DM. Feasibility and preliminary efficacy of a physiotherapy-led remotely delivered physical activity intervention in cancer survivors using wearable technology. The IMPETUS trial. Physiother Theory Pract 2024; 40:929-940. [PMID: 36424873 DOI: 10.1080/09593985.2022.2147408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2020] [Revised: 11/08/2022] [Accepted: 11/08/2022] [Indexed: 11/27/2022]
Abstract
BACKGROUND Physical activity levels are low in cancer survivors. Remotely delivered programs which harness wearable technology may potentially be beneficial. OBJECTIVE To evaluate the feasibility and preliminary efficacy of a remotely delivered, physical activity intervention which harnessed wearable technology. METHODS This single arm pre-post longitudinal study included cancer survivors who had completed treatment in the preceding 3 years. Participants were supplied with a Fitbit One® or Flex® for 12 weeks. Physical activity goals were discussed during support phone calls. Outcome measures, assessed at baseline (T1), 12 weeks (T2), and 24 weeks (T3), included feasibility (recruitment, adherence, safety, acceptability) and efficacy [physical activity (Godin leisure time Index, ActiGraph GT3X+), quality of life (functional assessment of cancer therapy - general, short form 36 physical functioning component), functional capacity (six-minute walk test)]. RESULTS Forty-five participants completed T1 assessments (10 males, 35 females). Thirty-nine (86.6%) of those underwent assessment at T2 and 31 (68.8%) at T3. The intervention was perceived positively with no adverse effects. There were increases in functional capacity (six-minute walk test, p = .002) between T1-T3, an increase in quality of life [short form 36 physical functioning measure (p = .0035), functional assessment of cancer total score (p = .02)] and self-report physical activity levels (p = .000123) between T1-T2, although effect sizes were generally low (d = 0.180 to d = 0.418). Objectively measured physical activity did not change. CONCLUSION A physical activity intervention including wearable technology was safe, feasible, and well received by cancer survivors. An intervention based on this proof of concept should be followed up in further studies.
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Affiliation(s)
- Julie Broderick
- Discipline of Physiotherapy, Trinity Centre for Health Sciences, St. James's Hospital, Dublin 8, Ireland
| | - Ciarán Haberlin
- Discipline of Physiotherapy, Trinity Centre for Health Sciences, St. James's Hospital, Dublin 8, Ireland
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Lauckner C, Takenaka BP, Sesenu F, Brown JS, Kirklewski SJ, Nicholson E, Haney K, Adatorwovor R, Boyd DT, Fallin-Bennett K, Restar AJ, Kershaw T. Combined Motivational Interviewing and Ecological Momentary Intervention to Reduce Hazardous Alcohol Use Among Sexual Minority Cisgender Men and Transgender Individuals: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2024; 13:e55166. [PMID: 38578673 PMCID: PMC11031694 DOI: 10.2196/55166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2023] [Revised: 02/14/2024] [Accepted: 02/20/2024] [Indexed: 04/06/2024] Open
Abstract
BACKGROUND Sexual minority cisgender men and transgender (SMMT) individuals, particularly emerging adults (aged 18-34 years), often report hazardous drinking. Given that alcohol use increases the likelihood of HIV risk behaviors, and HIV disproportionately affects SMMT individuals, there is a need to test interventions that reduce hazardous alcohol use and subsequent HIV risk behaviors among this population. Ecological momentary interventions (EMIs), which use mobile phones to deliver risk reduction messages based on current location and behaviors, can help to address triggers that lead to drinking in real time. OBJECTIVE This study will test an EMI that uses motivational interviewing (MI), smartphone surveys, mobile breathalyzers, and location tracking to provide real-time messaging that addresses triggers for drinking when SMMT individuals visit locations associated with hazardous alcohol use. In addition, the intervention will deliver harm reduction messaging if individuals report engaging in alcohol use. METHODS We will conduct a 3-arm randomized controlled trial (N=405 HIV-negative SMMT individuals; n=135, 33% per arm) comparing the following conditions: (1) Tracking and Reducing Alcohol Consumption (a smartphone-delivered 4-session MI intervention), (2) Tracking and Reducing Alcohol Consumption and Environmental Risk (an EMI combining MI with real-time messaging based on geographic locations that are triggers to drinking), and (3) a smartphone-based alcohol monitoring-only control group. Breathalyzer results and daily self-reports will be used to assess the primary and secondary outcomes of drinking days, drinks per drinking day, binge drinking episodes, and HIV risk behaviors. Additional assessments at baseline, 3 months, 6 months, and 9 months will evaluate exploratory long-term outcomes. RESULTS The study is part of a 5-year research project funded in August 2022 by the National Institute on Alcohol Abuse and Alcoholism. The first 1.5 years of the study will be dedicated to planning and development activities, including formative research, app design and testing, and message design and testing. The subsequent 3.5 years will see the study complete participant recruitment, data collection, analyses, report writing, and dissemination. We expect to complete all study data collection in or before January 2027. CONCLUSIONS This study will provide novel evidence about the relative efficacy of using a smartphone-delivered MI intervention and real-time messaging to address triggers for hazardous alcohol use and sexual risk behaviors. The EMI approach, which incorporates location-based preventive messaging and behavior surveys, may help to better understand the complexity of daily stressors among SMMT individuals and their impact on hazardous alcohol use and HIV risk behaviors. The tailoring of this intervention toward SMMT individuals helps to address their underrepresentation in existing alcohol use research and will be promising for informing where structural alcohol use prevention and treatment interventions are needed to support SMMT individuals. TRIAL REGISTRATION ClinicalTrials.gov NCT05576350; https://www.clinicaltrials.gov/study/NCT05576350. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/55166.
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Affiliation(s)
- Carolyn Lauckner
- Center for Health Equity Transformation, University of Kentucky, Lexington, KY, United States
| | - Bryce Puesta Takenaka
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States
| | - Fidelis Sesenu
- Center for Health Equity Transformation, University of Kentucky, Lexington, KY, United States
| | - Jaime S Brown
- Center for Health Equity Transformation, University of Kentucky, Lexington, KY, United States
| | - Sally J Kirklewski
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States
| | - Erin Nicholson
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States
| | - Kimberly Haney
- Center for Health Equity Transformation, University of Kentucky, Lexington, KY, United States
| | - Reuben Adatorwovor
- Department of Biostatistics, University of Kentucky, Lexington, KY, United States
| | - Donte T Boyd
- College of Social Work, The Ohio State University, Columbus, OH, United States
- Center for Interdisciplinary Research on AIDS, Yale University, New Haven, CT, United States
| | - Keisa Fallin-Bennett
- Department of Family and Community Medicine, University of Kentucky, Lexington, KY, United States
| | - Arjee Javellana Restar
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States
- Department of Epidemiology, Department of Health Systems and Population Health, University of Washington, Seattle, WA, United States
| | - Trace Kershaw
- Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States
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Yoon S, Tang H, Tan CM, Phang JK, Kwan YH, Low LL. Acceptability of Mobile App-Based Motivational Interviewing and Preferences for App Features to Support Self-Management in Patients With Type 2 Diabetes: Qualitative Study. JMIR Diabetes 2024; 9:e48310. [PMID: 38446526 PMCID: PMC10955395 DOI: 10.2196/48310] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2023] [Revised: 11/05/2023] [Accepted: 01/28/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND Patients with type 2 diabetes mellitus (T2DM) experience multiple barriers to improving self-management. Evidence suggests that motivational interviewing (MI), a patient-centered communication method, can address patient barriers and promote healthy behavior. Despite the value of MI, existing MI studies predominantly used face-to-face or phone-based interventions. With the growing adoption of smartphones, automated MI techniques powered by artificial intelligence on mobile devices may offer effective motivational support to patients with T2DM. OBJECTIVE This study aimed to explore the perspectives of patients with T2DM on the acceptability of app-based MI in routine health care and collect their feedback on specific MI module features to inform our future intervention. METHODS We conducted semistructured interviews with patients with T2DM, recruited from public primary care clinics. All interviews were audio recorded and transcribed verbatim. Thematic analysis was conducted using NVivo. RESULTS In total, 33 patients with T2DM participated in the study. Participants saw MI as a mental reminder to increase motivation and a complementary care model conducive to self-reflection and behavior change. Yet, there was a sense of reluctance, mainly stemming from potential compromise of autonomy in self-care by the introduction of MI. Some participants felt confident in their ability to manage conditions independently, while others reported already making changes and preferred self-management at their own pace. Compared with in-person MI, app-based MI was viewed as offering a more relaxed atmosphere for open sharing without being judged by health care providers. However, participants questioned the lack of human touch, which could potentially undermine a patient-provider therapeutic relationship. To sustain motivation, participants suggested more features of an ongoing supportive nature such as the visualization of milestones, gamified challenges and incremental rewards according to achievements, tailored multimedia resources based on goals, and conversational tools that are interactive and empathic. CONCLUSIONS Our findings suggest the need for a hybrid model of intervention involving both app-based automated MI and human coaching. Patient feedback on specific app features will be incorporated into the module development and tested in a randomized controlled trial.
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Affiliation(s)
- Sungwon Yoon
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | | | - Chao Min Tan
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Jie Kie Phang
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
| | - Yu Heng Kwan
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
- Internal Medicine Residency, SingHealth Residency, Singapore, Singapore
| | - Lian Leng Low
- Health Services and Systems Research, Duke-NUS Medical School, Singapore, Singapore
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore, Singapore
- Post-Acute and Continuing Care, Outram Community Hospital, Singapore, Singapore
- SingHealth Duke-NUS Family Medicine Academic Clinical Program, Singapore, Singapore
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Akinrolie O, Ripat J, Strachan S, Webber SC, Barclay R. Virtual Motivational Interviewing (VIMINT) to support physical activity: Experiences of older adults and counsellors. J Health Psychol 2024:13591053241235094. [PMID: 38414103 DOI: 10.1177/13591053241235094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/29/2024] Open
Abstract
The aim of this study was to explore the experiences of older adults and counsellors involved in virtual motivational interviewing (MI). This study was part of the Virtual Motivational INTerviewing (VIMINT) feasibility trial of virtual MI for physical activity in older adults. A descriptive qualitative design utilized content analysis. Seven older adults and three counsellors were interviewed. Four categories were developed: (i) Benefits and limitations of using technology (ii) Relationships between older adults and counsellors (iii) MI skills and spirit and (iv) Effects of virtual MI. Older adults and counsellors reported that receiving/delivering MI virtually was convenient and flexible. They described reduced non-verbal communication in virtual MI. Virtual MI facilitates interpersonal relationships, and counsellors reported that MI skills and spirit can be applied virtually. This study showed that virtual MI offers potential benefits with some limitations. The findings could inform future research involving virtual delivery of MI.
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Mercado J, Espinosa-Curiel IE, Martínez-Miranda J. Embodied Conversational Agents Providing Motivational Interviewing to Improve Health-Related Behaviors: Scoping Review. J Med Internet Res 2023; 25:e52097. [PMID: 38064707 PMCID: PMC10746972 DOI: 10.2196/52097] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/22/2023] [Revised: 10/20/2023] [Accepted: 11/23/2023] [Indexed: 12/18/2023] Open
Abstract
BACKGROUND Embodied conversational agents (ECAs) are advanced human-like interfaces that engage users in natural face-to-face conversations and interactions. These traits position ECAs as innovative tools for delivering interventions for promoting health-related behavior adoption. This includes motivational interviewing (MI), a therapeutic approach that combines brief interventions with motivational techniques to encourage the adoption of healthier behaviors. OBJECTIVE This study aims to identify the health issues addressed by ECAs delivering MI interventions, explore the key characteristics of these ECAs (eg, appearance, dialogue mechanism, emotional model), analyze the implementation of MI principles and techniques within ECAs, and examine the evaluation methods and primary outcomes of studies that use ECAs providing MI interventions. METHODS We conducted a scoping review following the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses Extension for Scoping Reviews) methodology. Our systematic search covered the PubMed, Scopus, IEEE Xplore, ACM Digital, and PsycINFO databases for papers published between January 2008 and December 2022. We included papers describing ECAs developed for delivering MI interventions targeting health-related behaviors and excluded articles that did not describe ECAs with human appearances and without the necessary evaluation or MI explanation. In a multistage process, 3 independent reviewers performed screening and data extraction, and the collected data were synthesized using a narrative approach. RESULTS The initial search identified 404 articles, of which 3.5% (n=14) were included in the review. ECAs primarily focused on reducing alcohol use (n=5, 36%), took on female representations (n=9, 64%), and gave limited consideration to user ethnicity (n=9, 64%). Most of them used rules-driven dialogue mechanisms (n=13, 93%), include emotional behavior to convey empathy (n=8, 57%) but without an automatic recognition of user emotions (n=12, 86%). Regarding MI implementation, of 14 studies, 3 (21%) covered all MI principles, 4 (29%) included all processes, and none covered all techniques. Most studies (8/14, 57%) conducted acceptability, usability, and user experience assessments, whereas a smaller proportion (4/14, 29%) used randomized controlled trials to evaluate behavior changes. Overall, the studies reported positive results regarding acceptability, usability, and user experience and showed promising outcomes in changes in attitudes, beliefs, motivation, and behavior. CONCLUSIONS This study revealed significant advancements in the use of ECAs for delivering MI interventions aimed at promoting healthier behaviors over the past 15 years. However, this review emphasizes the need for a more in-depth exploration of ECA characteristics. In addition, there is a need for the enhanced integration of MI principles, processes, and techniques into ECAs. Although acceptability and usability have received considerable attention, there is a compelling argument for placing a stronger emphasis on assessing changes in attitudes, beliefs, motivation, and behavior. Consequently, inclusion of more randomized controlled trials is essential for comprehensive intervention evaluations.
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Affiliation(s)
- José Mercado
- Unidad de Transferencia Tecnológica Tepic, Centro de Investigación Científica y de Educación Superior de Ensenada, Tepic, Nayarit, Mexico
| | - Ismael Edrein Espinosa-Curiel
- Unidad de Transferencia Tecnológica Tepic, Centro de Investigación Científica y de Educación Superior de Ensenada, Tepic, Nayarit, Mexico
| | - Juan Martínez-Miranda
- Unidad de Transferencia Tecnológica Tepic, Centro de Investigación Científica y de Educación Superior de Ensenada, Tepic, Nayarit, Mexico
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Nurmi J, Knittle K, Naughton F, Sutton S, Ginchev T, Khattak F, Castellano-Tejedor C, Lusilla-Palacios P, Ravaja N, Haukkala A. Biofeedback and Digitalized Motivational Interviewing to Increase Daily Physical Activity: Series of Factorial N-of-1 Randomized Controlled Trials Piloting the Precious App. JMIR Form Res 2023; 7:e34232. [PMID: 37995122 DOI: 10.2196/34232] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2021] [Revised: 10/06/2022] [Accepted: 05/03/2023] [Indexed: 11/24/2023] Open
Abstract
BACKGROUND Insufficient physical activity is a public health concern. New technologies may improve physical activity levels and enable the identification of its predictors with high accuracy. The Precious smartphone app was developed to investigate the effect of specific modular intervention elements on physical activity and examine theory-based predictors within individuals. OBJECTIVE This study pilot-tested a fully automated factorial N-of-1 randomized controlled trial (RCT) with the Precious app and examined whether digitalized motivational interviewing (dMI) and heart rate variability-based biofeedback features increased objectively recorded steps. The secondary aim was to assess whether daily self-efficacy and motivation predicted within-person variability in daily steps. METHODS In total, 15 adults recruited from newspaper advertisements participated in a 40-day factorial N-of-1 RCT. They installed 2 study apps on their phones: one to receive intervention elements and one to collect ecological momentary assessment (EMA) data on self-efficacy, motivation, perceived barriers, pain, and illness. Steps were tracked using Xiaomi Mi Band activity bracelets. The factorial design included seven 2-day biofeedback interventions with a Firstbeat Bodyguard 2 (Firstbeat Technologies Ltd) heart rate variability sensor, seven 2-day dMI interventions, a wash-out day after each intervention, and 11 control days. EMA questions were sent twice per day. The effects of self-efficacy, motivation, and the interventions on subsequent steps were analyzed using within-person dynamic regression models and aggregated data using longitudinal multilevel modeling (level 1: daily observations; level 2: participants). The analyses were adjusted for covariates (ie, within- and between-person perceived barriers, pain or illness, time trends, and recurring events). RESULTS All participants completed the study, and adherence to activity bracelets and EMA measurements was high. The implementation of the factorial design was successful, with the dMI features used, on average, 5.1 (SD 1.0) times of the 7 available interventions. Biofeedback interventions were used, on average, 5.7 (SD 1.4) times out of 7, although 3 participants used this feature a day later than suggested and 1 did not use it at all. Neither within- nor between-person analyses revealed significant intervention effects on step counts. Self-efficacy predicted steps in 27% (4/15) of the participants. Motivation predicted steps in 20% (3/15) of the participants. Aggregated data showed significant group-level effects of day-level self-efficacy (B=0.462; P<.001), motivation (B=0.390; P<.001), and pain or illness (B=-1524; P<.001) on daily steps. CONCLUSIONS The automated factorial N-of-1 trial with the Precious app was mostly feasible and acceptable, especially the automated delivery of the dMI components, whereas self-conducted biofeedback measurements were more difficult to time correctly. The findings suggest that changes in self-efficacy and motivation may have same-day effects on physical activity, but the effects vary across individuals. This study provides recommendations based on the lessons learned on the implementation of factorial N-of-1 RCTs.
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Affiliation(s)
- Johanna Nurmi
- Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
- Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Keegan Knittle
- Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland
| | - Felix Naughton
- Behavioural and Implementation Science Group, School of Health Sciences, University of East Anglia, Norwich, United Kingdom
| | - Stephen Sutton
- Behavioural Science Group, Primary Care Unit, Department of Public Health and Primary Care, University of Cambridge, Cambridge, United Kingdom
| | - Todor Ginchev
- Department of Communications and Networking, Aalto University, Espoo, Finland
| | - Fida Khattak
- Department of Communications and Networking, Aalto University, Espoo, Finland
| | - Carmina Castellano-Tejedor
- Grupo de Investigación en Estrés y Salud, Basic Psychology Department, Autonomous University of Barcelona, Barcelona, Spain
- Research Group on Aging, Frailty and Care Transitions in Barcelona, Parc Sanitari Pere Virgili & Vall d'Hebron Research Institute, Barcelona, Spain
- Psiquiatría, Salud Mental y Adicciones, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Pilar Lusilla-Palacios
- Psiquiatría, Salud Mental y Adicciones, Vall d'Hebron Institut de Recerca, Barcelona, Spain
- Servicio de Psiquiatría, Hospital Universitari Vall d'Hebron, Barcelona, Spain
- Departament de Psiquiatria i Medicina Legal, Universitat Autònoma de Barcelona, Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental, Instituto de Salud Carlos III, Barcelona, Spain
| | - Niklas Ravaja
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Ari Haukkala
- Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
- Helsinki Collegium for Advanced Studies, University of Helsinki, Helsinki, Finland
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Kaplan A, Boivin M, Bouchard J, Kim J, Hayes S, Licskai C. The emerging role of digital health in the management of asthma. Ther Adv Chronic Dis 2023; 14:20406223231209329. [PMID: 38028951 PMCID: PMC10657529 DOI: 10.1177/20406223231209329] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 09/25/2023] [Indexed: 12/01/2023] Open
Abstract
The most common reasons seen for lack of asthma control include misconceptions about disease control, low controller treatment adherence, poor inhaler technique, and the resulting underuse of controllers and overuse of short-acting beta2 agonists (SABAs). Narrowing these care gaps may be achieved through well-designed patient education that considers the patient's motivation, beliefs, and capabilities regarding their asthma and its management and empowers the patient to become an active participant in treatment decisions. Digital health technologies (DHTs) and digital therapeutic (DT) devices provide new opportunities to monitor treatment behaviors, improve communication between healthcare providers and patients, and generate data that inform educational interactions. DHT and DT have been proven effective in enhancing patient self-management in other chronic conditions, particularly diabetes. Accelerated integration of DHT and DT into the management of asthma patients is facilitated by the use of digital inhalers that employ sensor technology ("smart" inhalers). These devices efficiently provide real-time feedback on controller adherence, SABA use, and inhaler technique that have the strong potential to optimize asthma control.
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Affiliation(s)
- Alan Kaplan
- Department of Family and Community Medicine, University of Toronto, 14872 Yonge Street, Aurora, Toronto, ON L4G 1N2, Canada
- Family Physician Airways Group of Canada, Markham, ON, Canada
| | | | | | - James Kim
- Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| | | | - Christopher Licskai
- Division of Respirology, Department of Medicine, Western University, London, ON, Canada
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Brown A, Kumar AT, Melamed O, Ahmed I, Wang YH, Deza A, Morcos M, Zhu L, Maslej M, Minian N, Sujaya V, Wolff J, Doggett O, Iantorno M, Ratto M, Selby P, Rose J. A Motivational Interviewing Chatbot With Generative Reflections for Increasing Readiness to Quit Smoking: Iterative Development Study. JMIR Ment Health 2023; 10:e49132. [PMID: 37847539 PMCID: PMC10618902 DOI: 10.2196/49132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/25/2023] [Revised: 07/28/2023] [Accepted: 07/29/2023] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND The motivational interviewing (MI) approach has been shown to help move ambivalent smokers toward the decision to quit smoking. There have been several attempts to broaden access to MI through text-based chatbots. These typically use scripted responses to client statements, but such nonspecific responses have been shown to reduce effectiveness. Recent advances in natural language processing provide a new way to create responses that are specific to a client's statements, using a generative language model. OBJECTIVE This study aimed to design, evolve, and measure the effectiveness of a chatbot system that can guide ambivalent people who smoke toward the decision to quit smoking with MI-style generative reflections. METHODS Over time, 4 different MI chatbot versions were evolved, and each version was tested with a separate group of ambivalent smokers. A total of 349 smokers were recruited through a web-based recruitment platform. The first chatbot version only asked questions without reflections on the answers. The second version asked the questions and provided reflections with an initial version of the reflection generator. The third version used an improved reflection generator, and the fourth version added extended interaction on some of the questions. Participants' readiness to quit was measured before the conversation and 1 week later using an 11-point scale that measured 3 attributes related to smoking cessation: readiness, confidence, and importance. The number of quit attempts made in the week before the conversation and the week after was surveyed; in addition, participants rated the perceived empathy of the chatbot. The main body of the conversation consists of 5 scripted questions, responses from participants, and (for 3 of the 4 versions) generated reflections. A pretrained transformer-based neural network was fine-tuned on examples of high-quality reflections to generate MI reflections. RESULTS The increase in average confidence using the nongenerative version was 1.0 (SD 2.0; P=.001), whereas for the 3 generative versions, the increases ranged from 1.2 to 1.3 (SD 2.0-2.3; P<.001). The extended conversation with improved generative reflections was the only version associated with a significant increase in average importance (0.7, SD 2.0; P<.001) and readiness (0.4, SD 1.7; P=.01). The enhanced reflection and extended conversations exhibited significantly better perceived empathy than the nongenerative conversation (P=.02 and P=.004, respectively). The number of quit attempts did not significantly change between the week before the conversation and the week after across all 4 conversations. CONCLUSIONS The results suggest that generative reflections increase the impact of a conversation on readiness to quit smoking 1 week later, although a significant portion of the impact seen so far can be achieved by only asking questions without the reflections. These results support further evolution of the chatbot conversation and can serve as a basis for comparison against more advanced versions.
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Affiliation(s)
- Andrew Brown
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Ash Tanuj Kumar
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Osnat Melamed
- INTREPID Lab, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
| | - Imtihan Ahmed
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Yu Hao Wang
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Arnaud Deza
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Marc Morcos
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Leon Zhu
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Marta Maslej
- Krembil Centre for Neuroinformatics, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Nadia Minian
- INTREPID Lab, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
- Campbell Family Mental Health Research Institute, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Pharmacology and Toxicology, University of Toronto, Toronto, ON, Canada
- Institute of Medical Sciences, University of Toronto, Toronto, ON, Canada
| | - Vidya Sujaya
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
| | - Jodi Wolff
- INTREPID Lab, Centre for Addiction and Mental Health, Toronto, ON, Canada
| | - Olivia Doggett
- Faculty of Information, University of Toronto, Toronto, ON, Canada
| | - Mathew Iantorno
- Faculty of Information, University of Toronto, Toronto, ON, Canada
| | - Matt Ratto
- Faculty of Information, University of Toronto, Toronto, ON, Canada
| | - Peter Selby
- INTREPID Lab, Centre for Addiction and Mental Health, Toronto, ON, Canada
- Department of Family and Community Medicine, University of Toronto, Toronto, ON, Canada
- Dalla Lana School of Public Health, University of Toronto, Toronto, ON, Canada
| | - Jonathan Rose
- The Edward S Rogers Sr Department of Electrical & Computer Engineering, University of Toronto, Toronto, ON, Canada
- INTREPID Lab, Centre for Addiction and Mental Health, Toronto, ON, Canada
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10
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Wong SF, Dewar E, Baldwin PA, Grisham JR. Evaluating the effects of a brief motivational interviewing protocol on excessive acquisition. J Behav Ther Exp Psychiatry 2023; 80:101790. [PMID: 37247973 DOI: 10.1016/j.jbtep.2022.101790] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/18/2022] [Revised: 08/17/2022] [Accepted: 09/15/2022] [Indexed: 05/31/2023]
Abstract
BACKGROUND AND OBJECTIVES Individuals with hoarding disorder, especially those with problems around acquiring, typically demonstrate a lack of motivation and awareness of their problematic behaviours. Since acquiring behaviours are important targets in interventions for hoarding, effective strategies for increasing motivation in this population are required to enhance the acceptability and efficacy of these interventions. METHODS The aim of the current study was to evaluate the ability of a brief online motivational intervention to reduce acquiring in a community sample of high acquirers (N = 159). Participants were randomly assigned to either a motivational interviewing protocol (n = 73) or progressive muscle relaxation control condition (n = 86). Readiness to change and motivation to acquire was measured via self-report, and acquiring behaviour was measured using a modified version of the Preston Acquisition Decision Making Task (to increase ecological validity). RESULTS In both conditions, participants' readiness and motivation to change increased over time. Contrary to hypotheses, the magnitude of this improvement did not significantly differ between conditions. Furthermore, conditions did not perform differently on the behavioural measure of acquiring. LIMITATIONS Insufficient dose of the intervention may have precluded any differences being observed between conditions. CONCLUSIONS Results underscore the need to better address the problem of lowered motivation in this population.
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Affiliation(s)
- Shiu F Wong
- Department of Psychology, Counselling, and Therapy, La Trobe University, Australia.
| | - Emily Dewar
- School of Psychology, University of New South Wales, Australia
| | - Peter A Baldwin
- Black Dog Institute, University of New South Wales, Australia
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11
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Hutton HE, Aggarwal S, Gillani A, Chander G. A Digital Counselor-Delivered Intervention for Substance Use Among People With HIV: Development and Usability Study. JMIR Form Res 2023; 7:e40260. [PMID: 37639294 PMCID: PMC10495853 DOI: 10.2196/40260] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 03/25/2023] [Accepted: 06/22/2023] [Indexed: 08/29/2023] Open
Abstract
BACKGROUND Substance use disorders are prevalent and undertreated among people with HIV. Computer-delivered interventions (CDIs) show promise in expanding reach, delivering evidence-based care, and offering anonymity. Use in HIV clinic settings may overcome access barriers. Incorporating digital counselors may increase CDI engagement, and thereby improve health outcomes. OBJECTIVE We aim to develop and pilot a digital counselor-delivered brief intervention for people with HIV who use drugs, called "C-Raven," which is theory grounded and uses evidence-based practices for behavior change. METHODS Intervention mapping was used to develop the CDI including a review of the behavior change research in substance use, HIV, and digital counselors. We conducted in-depth interviews applying the situated-information, motivation, and behavior skills model and culturally adapting the content for local use with people with HIV. With a user interaction designer, we created various digital counselors and CDI interfaces. Finally, a mixed methods approach using in-depth interviews and quantitative assessments was used to assess the usability, acceptability, and cultural relevance of the intervention content and the digital counselor. RESULTS Participants found CDI easy to use, useful, relevant, and motivating. A consistent suggestion was to provide more information about the negative impacts of drug use and the interaction of drug use with HIV. Participants also reported that they learned new information about drug use and its health effects. The CDI was delivered by a "Raven," digital counselor, programmed to interact in a motivational interviewing style. The Raven was perceived to be nonjudgmental, understanding, and emotionally responsive. The appearance and images in the intervention were perceived as relevant and acceptable. Participants noted that they could be more truthful with a digital counselor, however, it was not unanimously endorsed as a replacement for a human counselor. The C-Raven Satisfaction Scale showed that all participants rated their satisfaction at either a 4 (n=2) or a 5 (n=8) on a 5-point Likert scale and all endorsed using the C-Raven program again. CONCLUSIONS CDIs show promise in extending access to care and improving health outcomes but their development necessarily requires integration from multiple disciplines including behavioral medicine and computer science. We developed a cross-platform compatible CDI led by a digital counselor that interacts in a motivational interviewing style and (1) uses evidence-based behavioral change methods, (2) is culturally adapted to people with HIV who use drugs, (3) has an engaging and interactive user interface, and (4) presents personalized content based on participants' ongoing responses to a series of menu-driven conversations. To advance the continued development of this and other CDIs, we recommend expanded testing, standardized measures to evaluate user experience, integration with clinician-delivered substance use treatment, and if effective, implementation into HIV clinical care.
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Affiliation(s)
- Heidi E Hutton
- Department of Psychiatry & Behaviorial Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Saavitri Aggarwal
- Department of Psychiatry & Behaviorial Science, Johns Hopkins University School of Medicine, Baltimore, MD, United States
| | - Afroza Gillani
- College of Dentistry, New York University, New York, NY, United States
| | - Geetanjali Chander
- Division of General Internal Medicine, University of Washington School of Medicine, Seattle, WA, United States
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12
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McDermott KT, Noake C, Wolff R, Bauld L, Espina C, Foucaud J, Steindorf K, Thorat MA, Weijenberg MP, Schüz J, Kleijnen J. Digital interventions to moderate physical inactivity and/or nutrition in young people: a Cancer Prevention Europe overview of systematic reviews. Front Digit Health 2023; 5:1185586. [PMID: 37534029 PMCID: PMC10393256 DOI: 10.3389/fdgth.2023.1185586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 05/18/2023] [Indexed: 08/04/2023] Open
Abstract
Background Strategies to increase physical activity (PA) and improve nutrition would contribute to substantial health benefits in the population, including reducing the risk of several types of cancers. The increasing accessibility of digital technologies mean that these tools could potentially facilitate the improvement of health behaviours among young people. Objective We conducted a review of systematic reviews to assess the available evidence on digital interventions aimed at increasing physical activity and good nutrition in sub-populations of young people (school-aged children, college/university students, young adults only (over 18 years) and both adolescent and young adults (<25 years)). Methods Searches for systematic reviews were conducted across relevant databases including KSR Evidence (www.ksrevidence.com), Cochrane Database of Systematic Reviews (CDSR) and Database of Abstracts of Reviews of Effects (DARE; CRD). Records were independently screened by title and abstract by two reviewers and those deemed eligible were obtained for full text screening. Risk of bias (RoB) was assessed with the Risk of Bias Assessment Tool for Systematic Reviews (ROBIS) tool. We employed a narrative analysis and developed evidence gap maps. Results Twenty-four reviews were included with at least one for each sub-population and employing a range of digital interventions. The quality of evidence was limited with only one of the 24 of reviews overall judged as low RoB. Definitions of "digital intervention" greatly varied across systematic reviews with some reported interventions fitting into more than one category (i.e., an internet intervention could also be a mobile phone or computer intervention), however definitions as reported in the relevant reviews were used. No reviews reported cancer incidence or related outcomes. Available evidence was limited both by sub-population and type of intervention, but evidence was most pronounced in school-aged children. In school-aged children eHealth interventions, defined as school-based programmes delivered by the internet, computers, tablets, mobile technology, or tele-health methods, improved outcomes. Accelerometer-measured (Standardised Mean Difference [SMD] 0.33, 95% Confidence Interval [CI]: 0.05 to 0.61) and self-reported (SMD: 0.14, 95% CI: 0.05 to 0.23) PA increased, as did fruit and vegetable intake (SMD: 0.11, 95% CI: 0.03 to 0.19) (review rated as low RoB, minimal to considerable heterogeneity across results). No difference was reported for consumption of fat post-intervention (SMD: -0.06, 95% CI: -0.15 to 0.03) or sugar sweetened beverages(SSB) and snack consumption combined post-intervention (SMD: -0.02, 95% CI:-0.10 to 0.06),or at the follow up (studies reported 2 weeks to 36 months follow-up) after the intervention (SMD:-0.06, 95% CI: -0.15 to 0.03) (review rated low ROB, minimal to substantial heterogeneity across results). Smartphone based interventions utilising Short Messaging Service (SMS), app or combined approaches also improved PA measured using objective and subjective methods (SMD: 0.44, 95% CI: 0.11 to 0.77) when compared to controls, with increases in total PA [weighted mean difference (WMD) 32.35 min per day, 95% CI: 10.36 to 54.33] and in daily steps (WMD: 1,185, 95% CI: 303 to 2,068) (review rated as high RoB, moderate to substantial heterogeneity across results). For all results, interpretation has limitations in terms of RoB and presence of unexplained heterogeneity. Conclusions This review of reviews has identified limited evidence that suggests some potential for digital interventions to increase PA and, to lesser extent, improve nutrition in school-aged children. However, effects can be small and based on less robust evidence. The body of evidence is characterised by a considerable level of heterogeneity, unclear/overlapping populations and intervention definitions, and a low methodological quality of systematic reviews. The heterogeneity across studies is further complicated when the age (older vs. more recent), interactivity (feedback/survey vs. no/less feedback/surveys), and accessibility (type of device) of the digital intervention is considered. This underscores the difficulty in synthesising evidence in a field with rapidly evolving technology and the resulting challenges in recommending the use of digital technology in public health. There is an urgent need for further research using contemporary technology and appropriate methods.
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Affiliation(s)
| | - Caro Noake
- Kleijnen Systematic Reviews Ltd., York, United Kingdom
| | - Robert Wolff
- Kleijnen Systematic Reviews Ltd., York, United Kingdom
| | - Linda Bauld
- Usher Institute and SPECTRUM Consortium, University of Edinburgh, Edinburgh, United Kingdom
| | - Carolina Espina
- Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | - Jérôme Foucaud
- Institut National du Cancer (INCa), Boulogne-Billancourt, France
- Université Sorbonne Paris Nord, Laboratoire Éducations et Pratiques de Santé (UR 3412), Bobigny, France
| | - Karen Steindorf
- Division of Physical Activity, Prevention and Cancer, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - Mangesh A. Thorat
- Breast Services, Guy's Hospital, Guy's and St Thomas’ NHS Foundation Trust, Great Maze Pond, London, United Kingdom
- Centre for Cancer Prevention, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- School of Cancer & Pharmaceutical Sciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom
| | - Matty P. Weijenberg
- Department of Epidemiology, GROW School for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands
| | - Joachim Schüz
- Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer (IARC/WHO), Lyon, France
| | - Jos Kleijnen
- Kleijnen Systematic Reviews Ltd., York, United Kingdom
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13
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McDermott KT, Noake C, Wolff R, Espina C, Foucaud J, Steindorf K, Schüz J, Thorat MA, Weijenberg M, Bauld L, Kleijnen J. Digital interventions to moderate alcohol consumption in young people: a Cancer Prevention Europe overview of systematic reviews. Front Digit Health 2023; 5:1178407. [PMID: 37288171 PMCID: PMC10243367 DOI: 10.3389/fdgth.2023.1178407] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Accepted: 05/02/2023] [Indexed: 06/09/2023] Open
Abstract
Background Strategies to reduce alcohol consumption would contribute to substantial health benefits in the population, including reducing cancer risk. The increasing accessibility and applicability of digital technologies make these powerful tools suitable to facilitate changes in behaviour in young people which could then translate into both immediate and long-term improvements to public health. Objective We conducted a review of systematic reviews to assess the available evidence on digital interventions aimed at reducing alcohol consumption in sub-populations of young people [school-aged children, college/university students, young adults only (over 18 years) and both adolescent and young adults (<25 years)]. Methods Searches were conducted across relevant databases including KSR Evidence, Cochrane Database of Systematic Reviews (CDSR) and Database of Abstracts of Reviews of Effects (DARE). Records were independently screened by title and abstract and those that met inclusion criteria were obtained for full text screening by two reviewers. Risk of bias (RoB) was assessed with the ROBIS checklist. We employed a narrative analysis. Results Twenty-seven systematic reviews were included that addressed relevant interventions in one or more of the sub-populations, but those reviews were mostly assessed as low quality. Definitions of "digital intervention" greatly varied across systematic reviews. Available evidence was limited both by sub-population and type of intervention. No reviews reported cancer incidence or influence on cancer related outcomes. In school-aged children eHealth multiple health behaviour change interventions delivered through a variety of digital methods were not effective in preventing or reducing alcohol consumption with no effect on the prevalence of alcohol use [Odds Ratio (OR) = 1.13, 95% CI: 0.95-1.36, review rated low RoB, minimal heterogeneity]. While in adolescents and/or young adults who were identified as risky drinkers, the use of computer or mobile device-based interventions resulted in reduced alcohol consumption when comparing the digital intervention with no/minimal intervention (-13.4 g/week, 95% CI: -19.3 to -7.6, review rated low RoB, moderate to substantial heterogeneity).In University/College students, a range of E-interventions reduced the number of drinks consumed per week compared to assessment only controls although the overall effect was small [standardised mean difference (SMD): -0.15, 95% CI: -0.21 to -0.09]. Web-based personalised feedback interventions demonstrated a small to medium effect on alcohol consumption (SMD: -0.19, 95% CI: -0.27 to -0.11) (review rated high RoB, minimal heterogeneity). In risky drinkers, stand-alone Computerized interventions reduced short (SMD: -0.17, 95% CI: -0.27 to -0.08) and long term (SMD: -0.17, 95% CI: -0.30 to -0.04) alcohol consumption compared to no intervention, while a small effect (SMD: -0.15, 95% CI: -0.25 to -0.06) in favour of computerised assessment and feedback vs. assessment only was observed. No short-term (SMD: -0.10, 95% CI: -0.30 to 0.11) or long-term effect (SMD: -0.11, 95% CI: -0.53 to 0.32) was demonstrated for computerised brief interventions when compared to counsellor based interventions (review rated low RoB, minimal to considerable heterogeneity). In young adults and adolescents, SMS-based interventions did not significantly reduce the quantity of drinks per occasion from baseline (SMD: 0.28, 95% CI: -0.02 to 0.58) or the average number of standard glasses per week (SMD: -0.05, 95% CI: -0.15 to 0.05) but increased the risk of binge drinking episodes (OR = 2.45, 95% CI: 1.32-4.53, review rated high RoB; minimal to substantial heterogeneity). For all results, interpretation has limitations in terms of risk of bias and heterogeneity. Conclusions Limited evidence suggests some potential for digital interventions, particularly those with feedback, in reducing alcohol consumption in certain sub-populations of younger people. However, this effect is often small, inconsistent or diminishes when only methodologically robust evidence is considered. There is no systematic review evidence that digital interventions reduce cancer incidence through alcohol moderation in young people. To reduce alcohol consumption, a major cancer risk factor, further methodologically robust research is warranted to explore the full potential of digital interventions and to form the basis of evidence based public health initiatives.
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Affiliation(s)
| | - Caro Noake
- Kleijnen Systematic Reviews Ltd., York, United Kingdom
| | - Robert Wolff
- Kleijnen Systematic Reviews Ltd., York, United Kingdom
| | - Carolina Espina
- Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer/World Health Organisation (IARC/WHO), Lyon, France
| | - Jérôme Foucaud
- Institut National du Cancer (INCa), Boulogne-Billancourt, France
- Université Sorbonne Paris Nord, Laboratoire Éducations et Pratiques de Santé (UR 3412), France
| | - Karen Steindorf
- Division of Physical Activity, Prevention and Cancer, German Cancer Research Center (DKFZ) and National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - Joachim Schüz
- Environment and Lifestyle Epidemiology Branch, International Agency for Research on Cancer/World Health Organisation (IARC/WHO), Lyon, France
| | - Mangesh A. Thorat
- Breast Services, Guy's Hospital, Guy’s and St Thomas’ NHS Foundation Trust, Great Maze Pond, London, United Kingdom
- Centre for Cancer Prevention, Wolfson Institute of Population Health, Queen Mary University of London, London, United Kingdom
- School of Cancer & Pharmaceutical Sciences, Faculty of Life Sciences & Medicine, King's College London, London, United Kingdom
| | - Matty Weijenberg
- Department of Epidemiology, GROW School for Oncology and Reproduction, Maastricht University, Maastricht, Netherlands
| | - Linda Bauld
- Usher Institute and SPECTRUM Consortium, University of Edinburgh, Edinburgh, United Kingdom
| | - Jos Kleijnen
- Kleijnen Systematic Reviews Ltd., York, United Kingdom
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14
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Dennis CL, Marini F, Prioreschi A, Dol J, Birken C, Bell RC. The Canadian Healthy Life Trajectories Initiative (HeLTI) Trial: a study protocol for monitoring fidelity of a preconception-lifestyle behaviour intervention. Trials 2023; 24:262. [PMID: 37024918 PMCID: PMC10079485 DOI: 10.1186/s13063-023-07271-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 03/23/2023] [Indexed: 04/08/2023] Open
Abstract
BACKGROUND In evaluating technology-based behaviour change interventions, it is increasingly important to have a monitoring plan for intervention fidelity. It is important to maintain intervention fidelity to ensure that the theory-based intervention that is being tested is what causes the observed changes, particularly for eHealth behaviour change interventions. In this protocol, we outline the intervention fidelity and monitoring protocol for Healthy Life Trajectory Initiative (HeLTI) Canada, a randomized controlled trial evaluating the effect of a preconception-early childhood technology-based intervention delivered by public health nurses among pregnancy-planning women and their partners to optimize child growth and development. METHODS The HeLTI Canada fidelity protocol is based on the National Institutes of Health Behaviour Change Consortium (NIH BCC) Treatment Fidelity Framework, outlining the following components of intervention fidelity: study design, provider training, intervention delivery, intervention receipt, and intervention enactment. The intervention fidelity components and associated monitoring strategies were developed to align with the HeLTI Canada approach. Strategies for intervention fidelity monitoring include a pre-post written evaluation of training, standardization of provider training, use and monitoring of activity logs, and intervention session checklists. Possible challenges to intervention fidelity include provider turnover due to the length of the trial and lack of ability to directly monitor participant behaviour change in real-life settings. Details about intervention fidelity monitoring are provided in detail. The study launched in January 2021 and is currently recruiting. DISCUSSION Using the NIH BCC Treatment Fidelity Framework, HeLTI Canada has a robust framework for monitoring and reporting intervention fidelity to improve intervention validity, ability to assess intervention effectiveness, and transparency. TRIAL REGISTRATION ISRCN ISRCTN13308752 . Registered on February 29, 2019.
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Affiliation(s)
- Cindy-Lee Dennis
- Lawrence S. Bloomberg Faculty of Nursing, University of Toronto, 155 College Street, Toronto, ON, M5T 1P8, Canada.
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada.
- Department of Psychiatry, University of Toronto, Toronto, Canada.
| | - Flavia Marini
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Alessandra Prioreschi
- SAMRC Developmental Pathways for Health Research Unit, Department of Paediatrics, School of Clinical Medicine, University of the Witwatersrand, Johannesburg, South Africa
| | - Justine Dol
- Li Ka Shing Knowledge Institute, St. Michael's Hospital, Toronto, Canada
| | - Catherine Birken
- Faculty of Medicine, University of Toronto, Toronto, Canada
- Hospital for Sick Children, Toronto, Canada
| | - Rhonda C Bell
- Department of Agricultural, Food and Nutritional Sciences, University of Alberta, Edmonton, Canada
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15
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Mavragani A, Srivastava P, Presseller EK, Lin M, Patarinski AGG, Manasse SM, Forman EM. Using Continuous Glucose Monitoring to Detect and Intervene on Dietary Restriction in Individuals With Binge Eating: The SenseSupport Withdrawal Design Study. JMIR Form Res 2022; 6:e38479. [PMID: 36515992 PMCID: PMC9798259 DOI: 10.2196/38479] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Revised: 09/26/2022] [Accepted: 10/03/2022] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Dietary restraint is a key factor for maintaining engagement in binge eating among individuals with binge eating disorder (BED) and bulimia nervosa (BN). Reducing dietary restraint is a mechanism of change in cognitive behavioral therapy (CBT) for individuals with BN and BED. However, many individuals who undergo CBT fail to adequately reduce dietary restraint during treatment, perhaps owing to difficulty in using treatment skills (eg, regular eating) to reduce dietary restraint during their daily lives. The SenseSupport system, a novel just-in-time, adaptive intervention (JITAI) system that uses continuous glucose monitoring to detect periods of dietary restraint, may improve CBT to reduce dietary restraint during treatment by providing real-time interventions. OBJECTIVE This study aimed to describe the feasibility, acceptability, and initial evaluation of SenseSupport. We presented feasibility, acceptability, target engagement, and initial treatment outcome data from a small trial using an ABAB (A=continuous glucose monitoring data sharing and JITAIs-Off, B=continuous glucose monitoring data sharing and JITAIs-On) design (in which JITAIs were turned on for 2 weeks and then turned off for 2 weeks throughout the treatment). METHODS Participants (N=30) were individuals with BED or BN engaging in ≥3 episodes of ≥5 hours without eating per week at baseline. Participants received 12 sessions of CBT and wore continuous glucose monitors to detect eating behaviors and inform the delivery of JITAIs. Participants completed 4 assessments and reported eating disorder behaviors, dietary restraint, and barriers to app use weekly throughout treatment. RESULTS Retention was high (25/30, 83% after treatment). However, the rates of continuous glucose monitoring data collection were low (67.4% of expected glucose data were collected), and therapists and participants reported frequent app-related issues. Participants reported that the SenseSupport system was comfortable, minimally disruptive, and easy to use. The only form of dietary restraint that decreased significantly more rapidly during JITAIs-On periods relative to JITAIs-Off periods was the desire for an empty stomach (t43=1.69; P=.049; Cohen d=0.25). There was also a trend toward greater decrease in overall restraint during JITAs-On periods compared with JITAIs-Off periods, but these results were not statistically significant (t43=1.60; P=.06; Cohen d=0.24). There was no significant difference in change in the frequency of binge eating during JITAIs-On periods compared with JITAIs-Off periods (P=.23). Participants demonstrated clinically significant, large decreases in binge eating (t24=10.36; P<.001; Cohen d=2.07), compensatory behaviors (t24=3.40; P=.001; Cohen d=0.68), and global eating pathology (t24=6.25; P<.001; Cohen d=1.25) from pre- to posttreatment. CONCLUSIONS This study describes the successful development and implementation of the first intervention system combining passive continuous glucose monitors and JITAIs to augment CBT for binge-spectrum eating disorders. Despite the lower-than-anticipated collection of glucose data, the high acceptability and promising treatment outcomes suggest that the SenseSupport system warrants additional investigation via future, fully powered clinical trials. TRIAL REGISTRATION ClinicalTrials.gov NCT04126694; https://clinicaltrials.gov/ct2/show/NCT04126694.
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Affiliation(s)
| | - Paakhi Srivastava
- Center for Weight, Eating, and Lifestyle Science, Drexel University, Philadelphia, PA, United States
| | - Emily K Presseller
- Center for Weight, Eating, and Lifestyle Science, Drexel University, Philadelphia, PA, United States.,Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States
| | - Mandy Lin
- Center for Weight, Eating, and Lifestyle Science, Drexel University, Philadelphia, PA, United States
| | - Anna G G Patarinski
- Center for Weight, Eating, and Lifestyle Science, Drexel University, Philadelphia, PA, United States
| | - Stephanie M Manasse
- Center for Weight, Eating, and Lifestyle Science, Drexel University, Philadelphia, PA, United States
| | - Evan M Forman
- Center for Weight, Eating, and Lifestyle Science, Drexel University, Philadelphia, PA, United States.,Department of Psychological and Brain Sciences, Drexel University, Philadelphia, PA, United States
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16
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Kaitz J, Robinson SA, Petrakis BA, Reilly ED, Chamberlin ES, Wiener RS, Quigley KS. Veteran Acceptance of Sleep Health Information Technology: a Mixed-Method Study. JOURNAL OF TECHNOLOGY IN BEHAVIORAL SCIENCE 2022; 8:57-68. [PMID: 36530383 PMCID: PMC9745770 DOI: 10.1007/s41347-022-00287-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 10/07/2022] [Accepted: 10/27/2022] [Indexed: 12/14/2022]
Abstract
Sleep disturbances, including chronic insomnia and sleep apnea, are major concerns for US veterans, with rising rates and detrimental effects on physical, mental, and social well-being. Sleep disturbances in veterans are also underdiagnosed and undertreated for reasons that include limited sleep clinician availability, long wait times, and the time commitment for treatment. Greater use of sleep health information technologies could improve access to assessment and treatment of sleep disturbances. However, the assessment of acceptance of these technologies among veterans is still ongoing. This mixed-method study combines data from two separate but similar randomized controlled trials to assess acceptance of sleep health information technologies for veterans with chronic insomnia. Sleep health information technologies included in these trials were the following: (1) a WatchPAT sleep monitor for home-based sleep assessment, including detection of sleep apnea, and (2) the VA mobile app Cognitive Behavioral Therapy for Insomnia (CBT-i Coach), which supports self-management of insomnia. The combined sample of 37 veterans receiving care within one New England VA medical center completed a six-week trial using both health information technology tools. Participants completed a survey and interview at the end of the 6 weeks. Overall, participants found the tools acceptable, easy to use, and useful and reported they would use them in the future. Thus, these sleep health information technologies appear to provide an acceptable remote option for assessing and managing sleep issues for veterans. ClinicalTrials.gov NCT02392000; http://clinicaltrials.gov/ct2/show/NCT02392000 and ClinicalTrials.gov NCT03305354; https://clinicaltrials.gov/ct2/show/NCT03305354.
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Affiliation(s)
- Jenesse Kaitz
- CHOIR/Bedford VA Center for Healthcare Organization and Implementation Research (CHOIR), Bedford Healthcare System, Bedford, MA USA
| | - Stephanie A. Robinson
- CHOIR/Bedford VA Center for Healthcare Organization and Implementation Research (CHOIR), Bedford Healthcare System, Bedford, MA USA
- The Pulmonary Center, Boston University School of Medicine, Boston, MA USA
| | - Beth Ann Petrakis
- CHOIR/Bedford VA Center for Healthcare Organization and Implementation Research (CHOIR), Bedford Healthcare System, Bedford, MA USA
| | - Erin D. Reilly
- Mental Illness Research, Education, and Clinical Center (MIRECC), Bedford Healthcare System, Bedford, USA
- University of Massachusetts Medical School, Worcester, MA USA
| | - Elizabeth S. Chamberlin
- Geriatric Research Education and Clinical Center (GRECC), Bedford Healthcare System, Bedford, MA USA
| | - Renda Soylemez Wiener
- The Pulmonary Center, Boston University School of Medicine, Boston, MA USA
- Center for Healthcare Organization & Implementation Research and Medical Service, Boston Healthcare System, Boston, MA USA
| | - Karen S. Quigley
- Department of Psychology, Northeastern University, Boston, MA USA
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17
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Soepnel LM, Draper CE, Mabetha K, Dennis CL, Prioreschi A, Lye S, Norris SA. A protocol for monitoring fidelity of a preconception-life course intervention in a middle-income setting: the Healthy Life Trajectories Initiative (HeLTI), South Africa. Trials 2022; 23:758. [PMID: 36068565 PMCID: PMC9449293 DOI: 10.1186/s13063-022-06696-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2022] [Accepted: 08/27/2022] [Indexed: 11/25/2022] Open
Abstract
Introduction Despite the importance of intervention fidelity in interpreting the outcomes of complex public health interventions, there is a lack of both reporting fidelity trial protocols and uniformity. In evaluating complex, adaptable/pragmatic interventions in resource-strapped settings with systemic issues, unique challenges to intervention adherence and monitoring are introduced, increasing the importance of a fidelity protocol. We aim to describe the intervention fidelity and monitoring protocol for the Healthy Life Trajectories Initiative (HeLTI) South Africa, a complex four-phase intervention set in urban Soweto, starting preconceptionally and continuing through to pregnancy, infancy, and early childhood to improve the health of young women and reduce the intergenerational risk of obesity. Methods The HeLTI SA fidelity protocol was based on the NIH Behaviour Change Consortium (NIH BCC) Treatment Fidelity Framework, outlining the following components of intervention fidelity: study design, provider training, intervention delivery, intervention receipt, and intervention enactment. Context-specific fidelity challenges were identified. The intervention fidelity components and associated monitoring strategies were developed to align with HeLTI SA. Strategies for fidelity monitoring include, amongst others, qualitative process evaluation methods, reviewing observed and recorded intervention sessions, monitoring of activity logs, standardized training, and intervention session checklists. Possible challenges to fidelity and fidelity monitoring include high provider turnover, lack of qualification amongst providers, difficulty tracing participants for follow-up sessions, participant health literacy levels, and the need to prioritize participants’ non-health-related challenges. Solutions proposed include adapting intervention delivery methods, recruitment methods, and provider training methods. Discussion The NIH BCC Treatment Fidelity Framework provided a solid foundation for reporting intervention fidelity across settings to improve intervention validity, ability to assess intervention effectiveness, and transparency. However, context-specific challenges to fidelity (monitoring) were identified, and transparency around such challenges and possible solutions in low- and middle-income settings could help foster solutions to improve adherence, reporting, and monitoring of intervention fidelity in this setting. Trial registration Pan African Clinical Trials Registry PACTR201903750173871. Registered on 27 March 2019 Supplementary Information The online version contains supplementary material available at 10.1186/s13063-022-06696-w.
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Affiliation(s)
- Larske M Soepnel
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, School of Clinical Medicine, University of the Witwatersrand, Private Bag 3, Wits, Johannesburg, 2050, South Africa. .,Julius Global Health, Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.
| | - Catherine E Draper
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, School of Clinical Medicine, University of the Witwatersrand, Private Bag 3, Wits, Johannesburg, 2050, South Africa
| | - Khuthala Mabetha
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, School of Clinical Medicine, University of the Witwatersrand, Private Bag 3, Wits, Johannesburg, 2050, South Africa
| | - Cindy-Lee Dennis
- Lawrence S Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
| | - Alessandra Prioreschi
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, School of Clinical Medicine, University of the Witwatersrand, Private Bag 3, Wits, Johannesburg, 2050, South Africa
| | - Stephen Lye
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, School of Clinical Medicine, University of the Witwatersrand, Private Bag 3, Wits, Johannesburg, 2050, South Africa.,Lunenfeld-Tanenbaum Research Institute, Sinai Health System, Department of Obstetrics and Gynecology, Department of Physiology and Medicine, University of Toronto, Toronto, ON, Canada
| | - Shane A Norris
- SAMRC/Wits Developmental Pathways for Health Research Unit, Department of Paediatrics, Faculty of Health Sciences, School of Clinical Medicine, University of the Witwatersrand, Private Bag 3, Wits, Johannesburg, 2050, South Africa.,School of Human Development and Health, University of Southampton, Southampton, UK
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18
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Pedamallu H, Ehrhardt MJ, Maki J, Carcone AI, Hudson MM, Waters EA. Technology-Delivered Adaptations of Motivational Interviewing for the Prevention and Management of Chronic Diseases: Scoping Review. J Med Internet Res 2022; 24:e35283. [PMID: 35943775 PMCID: PMC9399886 DOI: 10.2196/35283] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2021] [Revised: 06/01/2022] [Accepted: 06/27/2022] [Indexed: 11/17/2022] Open
Abstract
Background Motivational interviewing (MI) can increase health-promoting behaviors and decrease health-damaging behaviors. However, MI is often resource intensive, precluding its use with people with limited financial or time resources. Mobile health–based versions of MI interventions or technology-delivered adaptations of MI (TAMIs) might increase reach. Objective We aimed to understand the characteristics of existing TAMIs. We were particularly interested in the inclusion of people from marginalized sociodemographic groups, whether the TAMI addressed sociocontextual factors, and how behavioral and health outcomes were reported. Methods We employed the PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines for scoping reviews to conduct our scoping review. We searched PubMed, CINAHL, and PsycInfo from January 1, 1996, to April 6, 2022, to identify studies that described interventions incorporating MI into a mobile or electronic health platform. For inclusion, the study was required to (1) describe methods/outcomes of an MI intervention, (2) feature an intervention delivered automatically via a mobile or electronic health platform, and (3) report a behavioral or health outcome. The exclusion criteria were (1) publication in a language other than English and (2) description of only in-person intervention delivery (ie, no TAMI). We charted results using Excel (Microsoft Corp). Results Thirty-four studies reported the use of TAMIs. Sample sizes ranged from 10 to 2069 participants aged 13 to 70 years. Most studies (n=27) directed interventions toward individuals engaging in behaviors that increased chronic disease risk. Most studies (n=22) oversampled individuals from marginalized sociodemographic groups, but few (n=3) were designed specifically with marginalized groups in mind. TAMIs used text messaging (n=8), web-based intervention (n=22), app + text messaging (n=1), and web-based intervention + text messaging (n=3) as delivery platforms. Of the 34 studies, 30 (88%) were randomized controlled trials reporting behavioral and health-related outcomes, 23 of which reported statistically significant improvements in targeted behaviors with TAMI use. TAMIs improved targeted health behaviors in the remaining 4 studies. Moreover, 11 (32%) studies assessed TAMI feasibility, acceptability, or satisfaction, and all rated TAMIs highly in this regard. Among 20 studies with a disproportionately high number of people from marginalized racial or ethnic groups compared with the general US population, 16 (80%) reported increased engagement in health behaviors or better health outcomes. However, no TAMIs included elements that addressed sociocontextual influences on behavior or health outcomes. Conclusions Our findings suggest that TAMIs may improve some health promotion and disease management behaviors. However, few TAMIs were designed specifically for people from marginalized sociodemographic groups, and none included elements to help address sociocontextual challenges. Research is needed to determine how TAMIs affect individual health outcomes and how to incorporate elements that address sociocontextual factors, and to identify the best practices for implementing TAMIs into clinical practice.
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Affiliation(s)
- Havisha Pedamallu
- Division of Public Health Sciences, Department of Surgery, Washington University in St Louis, St Louis, MO, United States
| | - Matthew J Ehrhardt
- Department of Oncology, Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Julia Maki
- Division of Public Health Sciences, Department of Surgery, Washington University in St Louis, St Louis, MO, United States
| | - April Idalski Carcone
- Department of Family Medicine and Public Health Sciences, Wayne State University School of Medicine, Detroit, MI, United States
| | - Melissa M Hudson
- Department of Oncology, Department of Epidemiology and Cancer Control, St. Jude Children's Research Hospital, Memphis, TN, United States
| | - Erika A Waters
- Division of Public Health Sciences, Department of Surgery, Washington University in St Louis, School of Medicine, St Louis, MO, United States
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Baricchi M, Vellone E, Caruso R, Arrigoni C, Dellafiore F, Ghizzardi G, Pedroni C, Pucciarelli G, Alvaro R, Iovino P. Technology-Delivered Motivational Interviewing to Improve Health Outcomes in Patients with Chronic Conditions. A Systematic Review of the Literature. Eur J Cardiovasc Nurs 2022; 22:227-235. [PMID: 35943381 DOI: 10.1093/eurjcn/zvac071] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 11/15/2022]
Abstract
AIM Provide an overview of remote Motivational Interviewing (MI) interventions for chronically-ill patients, and understand their degree of effectiveness on different health outcomes. METHODS AND RESULTS A systematic review with meta-analysis was conducted using the following databases: PubMed, CINAHL, PsychInfo, and Web of Science. Eligibility criteria included studies that administered remote MI alone or in combination with other remote approaches. A narrative synthesis and two meta-analyses were performed. Fifteen studies met the inclusion criteria. MI administration almost exclusively occurred by telephone and individual sessions. Eight studies reported treatment fidelity aspects, and four declared adopting a theoretical framework. Most targeted outcomes were therapeutic adherence, physical activity, depression, quality of life, and mortality. Risk of bias varied markedly, with the largest source resulting from selection process and intervention performance. The two meta-analyses indicated a significant effect of MI on depression (Standardized Mean Difference = -0.20, 95%CI: -0.34, -0.05, Z = 2.73, p = 0.006, I2 = 0%), and no effect of MI on glycosylated hemoglobin (Mean Difference = -0.02, 95%CI: -0.48, 0.45), p = 0.94, I2 = 84%). CONCLUSION Remote MI can be a promising approach for improving depression in chronic disease patients. However, studies are inconclusive due to risks of bias, heterogeneity, and lack of reporting of interventionist's training, treatment fidelity, and theoretical frameworks' use. More studies with solid designs are needed to inform clinical decision-making and research.
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20
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Leung T, Kiszla BM, Outlaw AY, Oster RA, Mugavero MJ, Johnson MO, Hightow-Weidman LB, Naar S, Turan JM. Adapting a Motivational Interviewing Intervention to Improve HIV Prevention Among Young, Black, Sexual Minority Men in Alabama: Protocol for the Development of the Kings Digital Health Intervention. JMIR Res Protoc 2022; 11:e36655. [PMID: 35830245 PMCID: PMC9330190 DOI: 10.2196/36655] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/19/2022] [Revised: 05/15/2022] [Accepted: 06/21/2022] [Indexed: 02/04/2023] Open
Abstract
BACKGROUND African American or Black young men who have sex with men (BYMSM) are at a disproportionate risk for contracting HIV and have high rates of undiagnosed, and therefore untreated, HIV infection. In the southern United States, BYMSM face region-specific hurdles to HIV prevention, such as limited access to care and high levels of racism and intersectional stigma, necessitating HIV testing and pre-exposure prophylaxis interventions that address sociocultural and structural barriers while motivating BYMSM to engage in prevention. Brothers Saving Brothers (BSB) is a motivational interviewing behavioral intervention that successfully and simultaneously increased community-based HIV testing and prevention counseling and education among BYMSM in the midwestern United States. OBJECTIVE The aim of this protocol is to detail the process for the adaption of the BSB intervention for midwestern BYMSM to the Kings intervention for southern BYMSM. During the adaptation process, the intervention will be modernized to include rapid HIV testing, as opposed to HIV testing that requires BYMSM to return for test results, pre-exposure prophylaxis, and the provision of structural supports, and for relevance in the southern United States. METHODS Aim 1 is to gather qualitative data through focus groups and in-depth interviews with BYMSM aged 18 to 29 years in Alabama and in-depth interviews with prevention and outreach workers who routinely work with BYMSM in Alabama. NVivo qualitative software (QSR International) will be used for the coding and analysis of the transcripts via a thematic analysis approach. For aim 2, intervention mapping will guide the adaptation process, intervention content, components, and design. Both aims 1 and 2 will leverage the Exploration, Preparation, Implementation, Sustainment implementation science framework, with emphasis on the exploration and preparation phases of this model. By applying these frameworks, the original midwestern BSB intervention will be scientifically adapted to the southern BYMSM Kings intervention. RESULTS This study is ongoing as of 2022 and is expected to conclude in 2024, with aims 1 and 2 being completed in 2023. Qualitative data will offer insight into the current real-world experiences and preferences of BYMSM in Alabama. Feedback will be collected through the adaptation process to inform intervention refinement. Institutional review board approvals have been received. CONCLUSIONS The findings will inform next steps, that is, testing the Kings intervention for feasibility, acceptability, and preliminary effectiveness in a pilot hybrid type 1 effective-implementation randomized controlled trial. The study results will provide insights about important considerations for HIV prevention among BYMSM in the southern United States. TRIAL REGISTRATION ClinicalTrials.gov NCT03680729; https://clinicaltrials.gov/ct2/show/NCT03680729. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/36655.
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Affiliation(s)
| | - B Matthew Kiszla
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | | | - Robert A Oster
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Michael J Mugavero
- School of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Mallory O Johnson
- Department of Medicine, University of California San Francisco, San Francisco, CA, United States
| | | | - Sylvie Naar
- College of Medicine, Florida State University, Tallahassee, FL, United States
| | - Janet M Turan
- Department of Health Policy and Organization, School of Public Health, University of Alabama at Birmingham, Birmingham, AL, United States
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21
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Burke MV, Cha S, Shumaker TM, LaPlante M, McConahey L, Graham AL. Delivery of smoking cessation treatment via live chat: An analysis of client-centered coaching skills and behavior change techniques. PATIENT EDUCATION AND COUNSELING 2022; 105:2183-2189. [PMID: 34887156 DOI: 10.1016/j.pec.2021.11.030] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 10/14/2021] [Accepted: 11/30/2021] [Indexed: 06/13/2023]
Abstract
OBJECTIVE This qualitative study explored whether evidence-based tobacco cessation treatment components can be deployed via web-based live chat coaching. METHODS N = 100 randomly selected chats were coded. Researchers used a structured coding guide to note the presence of 3 Motivational Interviewing (MI) skills and 61 behavior change techniques (BCTs). RESULTS MI skills were observed in 86% of chats: 31 chats incorporated one skill, 31 incorporated two, and 24 incorporated all three. Open-ended questions were most common (76%), followed by affirmations (47%) and reflective listening statements (38%). BCTs were observed in 100% of chats: 21% involved one-five BCTs, 69% involved six-10 BCTs, and 10% involved 11 or more BCTs. Mean number of BCTs per chat was 7.25 (SD=2.5; range 2-17). The most common BCTs were Social Support (99%), Reward/Threat (95%), Natural Consequences (82%), Regulation (82%), Goals/Planning (64%), and Self Belief (42%). CONCLUSIONS Tobacco cessation coaching using MI skills and evidence-based BCTs can be delivered via live chat. This synchronous modality allows the delivery of an intervention tailored to the user's motivations and goals. PRACTICE IMPLICATIONS Web-based live chat can broaden the reach of tobacco treatment specialists to deploy evidence-based counseling skills and behavior change techniques in personalized, accessible coaching.
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Affiliation(s)
- Michael V Burke
- Nicotine Dependence Center, Mayo Clinic, Rochester, MN, USA; Department of Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA.
| | - Sarah Cha
- Innovations Center, Truth Initiative, Washington, DC, USA.
| | | | | | - Laura McConahey
- Nicotine Dependence Center, Mayo Clinic, Rochester, MN, USA.
| | - Amanda L Graham
- Department of Medicine, Mayo Clinic College of Medicine and Science, Rochester, MN, USA; Innovations Center, Truth Initiative, Washington, DC, USA.
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22
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Scott J, Oxlad M, Dodd J, Szabo C, Deussen A, Turnbull D. Promoting Health Behavior Change in the Preconception Period: Combined Approach to Intervention Planning. JMIR Form Res 2022; 6:e35108. [PMID: 35482370 PMCID: PMC9100372 DOI: 10.2196/35108] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2021] [Revised: 03/23/2022] [Accepted: 03/25/2022] [Indexed: 11/26/2022] Open
Abstract
Background Half of women begin pregnancy above the healthy weight range, increasing the risk of complications and adversely affecting the lifelong health of their babies. Maternal obesity remains the strongest risk factor for offspring obesity across childhood, adolescence, and adulthood. Previous research suggests that women should be encouraged to be within a healthy weight range before conception to improve health outcomes. Objective We outlined the intervention planning and design process to develop an evidence-informed eHealth intervention to promote weight management. The intervention, based on psychological theories and behavior change techniques, has been developed for women affected by overweight or obesity who intend to become pregnant. The Begin Better web application is part of an integrated program being evaluated in a clinical trial to assess if weight management before pregnancy can influence clinical outcomes for mothers and babies. Methods Our intervention development process was guided by intervention mapping and person-based methods. This study documents steps 2 to 4 of a 6-step iterative intervention mapping approach informed by the Information-Motivation-Behavioral Skills model and the findings of a previous interview study. We defined behavior change objectives for each of the Information-Motivation-Behavioral Skills behavioral determinants as well as theory-based behavior change techniques and practical strategies. We also used persuasive system design principles to assist in translating these strategies into a digital environment. Results The resultant intervention comprises nutritional and physical activity content along with psychological strategies, which are notably absent from mainstream weight management programs. Strategies to increase motivation, garner social support, and promote self-care are integral to maintaining engagement with the intervention, which aims to improve lifestyle behaviors and enhance well-being. Important elements include tracking mechanisms for percentage progress toward goals to enable feedback on behaviors and outcomes; in-application messages of praise on entry of goals or habits; and strategies to prompt habit formation and action planning via small, easily achievable steps toward positive change. Conclusions Design decisions and processes for idea generation about intervention content, format, and delivery are often not reported. In this study, we respond to this gap in the literature and outline a process that is potentially transferable to the development of other interventions.
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Affiliation(s)
- Jodie Scott
- School of Psychology, The University of Adelaide, Adelaide, Australia
| | - Melissa Oxlad
- School of Psychology, The University of Adelaide, Adelaide, Australia
| | - Jodie Dodd
- Robinson Research Institute, Adelaide Medical School, The University of Adelaide, Adelaide, Australia.,Department of Perinatal Medicine, Women's and Babies Division, Women's and Children's Hospital, Adelaide, Australia
| | - Claudia Szabo
- School of Computer Science, The University of Adelaide, Adelaide, Australia
| | - Andrea Deussen
- Robinson Research Institute, Adelaide Medical School, The University of Adelaide, Adelaide, Australia
| | - Deborah Turnbull
- School of Psychology, The University of Adelaide, Adelaide, Australia
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23
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Smriti D, Kao TSA, Rathod R, Shin JY, Peng W, Williams J, Mujib MI, Colosimo M, Huh-Yoo J. MICA: Motivational Interviewing Conversational Agent for Parents as Proxies for their Children in Healthy Eating (Preprint). JMIR Hum Factors 2022; 9:e38908. [PMID: 36206036 PMCID: PMC9587490 DOI: 10.2196/38908] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Revised: 08/05/2022] [Accepted: 08/06/2022] [Indexed: 12/02/2022] Open
Abstract
Background Increased adoption of off-the-shelf conversational agents (CAs) brings opportunities to integrate therapeutic interventions. Motivational Interviewing (MI) can then be integrated with CAs for cost-effective access to it. MI can be especially beneficial for parents who often have low motivation because of limited time and resources to eat healthy together with their children. Objective We developed a Motivational Interviewing Conversational Agent (MICA) to improve healthy eating in parents who serve as a proxy for health behavior change in their children. Proxy relationships involve a person serving as a catalyst for behavior change in another person. Parents, serving as proxies, can bring about behavior change in their children. Methods We conducted user test sessions of the MICA prototype to understand the perceived acceptability and usefulness of the MICA prototype by parents. A total of 24 parents of young children participated in 2 user test sessions with MICA, approximately 2 weeks apart. After parents’ interaction with the MICA prototype in each user test session, we used qualitative interviews to understand parents’ perceptions and suggestions for improvements in MICA. Results Findings showed participants’ perceived usefulness of MICAs for helping them self-reflect and motivating them to adopt healthier eating habits together with their children. Participants further suggested various ways in which MICA can help them safely manage their children’s eating behaviors and provide customized support for their proxy needs and goals. Conclusions We have discussed how the user experience of CAs can be improved to uniquely offer support to parents who serve as proxies in changing the behavior of their children. We have concluded with implications for a larger context of designing MI-based CAs for supporting proxy relationships for health behavior change.
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Affiliation(s)
- Diva Smriti
- College of Computing and Informatics, Drexel University, Philadelphia, PA, United States
| | - Tsui-Sui Annie Kao
- College of Nursing, Michigan State University, East Lansing, MI, United States
| | - Rahil Rathod
- Tata Consultancy Services, Edison, NJ, United States
| | - Ji Youn Shin
- College of Design, University of Minnesota, Minneapolis, MN, United States
| | - Wei Peng
- College of Communication Arts and Sciences, Michigan State University, East Lansing, MI, United States
| | - Jake Williams
- College of Computing and Informatics, Drexel University, Philadelphia, PA, United States
| | - Munif Ishad Mujib
- College of Computing and Informatics, Drexel University, Philadelphia, PA, United States
| | | | - Jina Huh-Yoo
- College of Computing and Informatics, Drexel University, Philadelphia, PA, United States
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Coumans JM, Bolman CA, Oenema A, Lechner L. The effects of a web-based computer-tailored diet and physical activity intervention based on self-determination theory and motivational interviewing: A randomized controlled trial. Internet Interv 2022; 28:100537. [PMID: 35509808 PMCID: PMC9058957 DOI: 10.1016/j.invent.2022.100537] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/18/2021] [Revised: 04/05/2022] [Accepted: 04/11/2022] [Indexed: 11/29/2022] Open
Abstract
BACKGROUND According to self-determination theory (SDT), autonomous forms of motivation are more likely to result in sustained behavioral changes than controlled forms. Principles of motivational interviewing (MI) can be applied to facilitate more autonomous forms of motivation. This study investigated whether a combined diet and physical activity (PA) web-based computer-tailored intervention based on SDT and MI, called MyLifestyleCoach, was effective in promoting dietary and PA behaviors. METHODS A two-arm randomized controlled trial with 1142 Dutch adults was conducted. The intervention and control group completed questionnaires at baseline, 6, and 12 months from baseline. Only participants in the intervention condition had access to MyLifestyleCoach. The waiting list control condition had access to the intervention after completing the 12-month follow-up questionnaire. A modified food frequency questionnaire was used to measure dietary behaviors (fruit, vegetables, fish, and unhealthy snacks). The Dutch Short Questionnaire to ASsess Health was used to measure the weekly minutes of moderate-to-vigorous PA (MVPA). Usage data, which is operationalized as completed sessions in this study, was objectively assessed by log data. We conducted two-step linear mixed effect models. In the first step, a model consisting of condition, time, potentially confounding variables and a random intercept for participants was tested. In the second step, an interaction term was added to investigate the intervention's (time × condition) and usage (time × opening session and time × completed sessions) effects over time for the dietary and PA outcomes. RESULTS The findings showed no differences between the groups for all four dietary behaviors and the weekly minutes of MVPA at any of the time points. In-depth analyses showed that participants who followed the opening session of the intervention, in which they received personalized feedback on their behaviors, had a stronger increase in fruit consumption at 6 months and 12 months than participants who did not follow the interventions' opening session. Lastly, participants who followed more sessions in the diet module had a stronger increase in fruit and vegetable consumption at 6 months, and a stronger decrease in the consumption frequency of unhealthy snacks at 12 months post-baseline. CONCLUSION Overall, the intervention was not effective in changing dietary and PA behavior. However, moderation analyses suggest that the intervention is effective in changing dietary behavior for those participants who used the intervention more intensively. Further research should focus on improving intervention use.
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Affiliation(s)
- Juul M.J. Coumans
- Department of Health Psychology, Faculty of Psychology, Open University of the Netherlands, Heerlen, the Netherlands,Corresponding author at: Department of Health Psychology, Faculty of Psychology, Open University of the Netherlands, Valkenburgerweg 177, 6419 AT Heerlen, the Netherlands.
| | - Catherine A.W. Bolman
- Department of Health Psychology, Faculty of Psychology, Open University of the Netherlands, Heerlen, the Netherlands
| | - Anke Oenema
- Department of Health Promotion, Care and Public Health Research Institute (CAPHRI), Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, the Netherlands
| | - Lilian Lechner
- Department of Health Psychology, Faculty of Psychology, Open University of the Netherlands, Heerlen, the Netherlands
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He L, Basar E, Wiers RW, Antheunis ML, Krahmer E. Can chatbots help to motivate smoking cessation? A study on the effectiveness of motivational interviewing on engagement and therapeutic alliance. BMC Public Health 2022; 22:726. [PMID: 35413887 PMCID: PMC9003955 DOI: 10.1186/s12889-022-13115-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2021] [Accepted: 03/25/2022] [Indexed: 12/30/2022] Open
Abstract
Background Cigarette smoking poses a major threat to public health. While cessation support provided by healthcare professionals is effective, its use remains low. Chatbots have the potential to serve as a useful addition. The objective of this study is to explore the possibility of using a motivational interviewing style chatbot to enhance engagement, therapeutic alliance, and perceived empathy in the context of smoking cessation. Methods A preregistered web-based experiment was conducted in which smokers (n = 153) were randomly assigned to either the motivational interviewing (MI)-style chatbot condition (n = 78) or the neutral chatbot condition (n = 75) and interacted with the chatbot in two sessions. In the assessment session, typical intake questions in smoking cessation interventions were administered by the chatbot, such as smoking history, nicotine dependence level, and intention to quit. In the feedback session, the chatbot provided personalized normative feedback and discussed with participants potential reasons to quit. Engagement with the chatbot, therapeutic alliance, and perceived empathy were the primary outcomes and were assessed after both sessions. Secondary outcomes were motivation to quit and perceived communication competence and were assessed after the two sessions. Results No significant effects of the experimental manipulation (MI-style or neutral chatbot) were found on engagement, therapeutic alliance, or perceived empathy. A significant increase in therapeutic alliance over two sessions emerged in both conditions, with participants reporting significantly increased motivation to quit. The chatbot was perceived as highly competent, and communication competence was positively associated with engagement, therapeutic alliance, and perceived empathy. Conclusion The results of this preregistered study suggest that talking with a chatbot about smoking cessation can help to motivate smokers to quit and that the effect of conversation has the potential to build up over time. We did not find support for an extra motivating effect of the MI-style chatbot, for which we discuss possible reasons. These findings highlight the promise of using chatbots to motivate smoking cessation. Implications for future research are discussed.
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Affiliation(s)
- Linwei He
- Department of Communication and Cognition, Tilburg School of Humanities and Digital Sciences, Tilburg University, Tilburg, the Netherlands.
| | - Erkan Basar
- Behavioural Science Institute, Radboud University Nijmegen, Nijmegen, the Netherlands
| | - Reinout W Wiers
- Addiction Development and Psychopathology (ADAPT)-Lab, Department of Psychology, and Centre for Urban Mental Health, University of Amsterdam, Amsterdam, the Netherlands
| | - Marjolijn L Antheunis
- Department of Communication and Cognition, Tilburg School of Humanities and Digital Sciences, Tilburg University, Tilburg, the Netherlands
| | - Emiel Krahmer
- Department of Communication and Cognition, Tilburg School of Humanities and Digital Sciences, Tilburg University, Tilburg, the Netherlands
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McDaniel CC, Kavookjian J, Whitley HP. Telehealth delivery of motivational interviewing for diabetes management: A systematic review of randomized controlled trials. PATIENT EDUCATION AND COUNSELING 2022; 105:805-820. [PMID: 34366228 PMCID: PMC8912910 DOI: 10.1016/j.pec.2021.07.036] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/21/2020] [Revised: 07/15/2021] [Accepted: 07/22/2021] [Indexed: 05/09/2023]
Abstract
OBJECTIVES The objective of this systematic review was to explore and report the evidence and gaps in the literature for randomized controlled trials (RCTs) studying the effects of motivational interviewing (MI)-based telehealth interventions on outcomes among persons with diabetes (PWD) or prediabetes. METHODS Following a modified Cochrane approach, we searched Pubmed, CENTRAL, CINAHL, PsycINFO, and Clinicaltrials.gov. Included studies were RCTs published in English before March 25, 2021 evaluating MI-based telehealth on outcomes for adults with diabetes or prediabetes. RESULTS A total of 21 retained articles captured results for 6436 PWD. Among the most commonly investigated outcomes, 60% of articles documented A1C reductions (ranging from<1% to>3%), 56% documented systolic blood pressure reductions, 57% documented diabetes self-efficacy/empowerment improvements, and 40% documented physical activity improvements. Conversely, diastolic blood pressure, lipid panels, body mass index, depressive symptoms, and quality of life were frequently measured outcomes, where MI-based telehealth yielded minor effects (<30% of articles demonstrating improvements). CONCLUSIONS MI-based telehealth seems most effective for improving A1C, systolic blood pressure, diabetes self-efficacy, and physical activity behaviors. Variability in outcome assessment and intervention heterogeneity were key challenges impeding comparisons across retained articles. PRACTICE IMPLICATIONS MI-based telehealth interventions demonstrate promising results for improving outcomes in PWD.
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Affiliation(s)
- Cassidi C McDaniel
- Department of Health Outcomes Research and Policy, Auburn University Harrison School of Pharmacy, Auburn, AL, USA.
| | - Jan Kavookjian
- Department of Health Outcomes Research and Policy, Auburn University Harrison School of Pharmacy, Auburn, AL, USA
| | - Heather P Whitley
- Department of Pharmacy Practice, Auburn University Harrison School of Pharmacy, Auburn, AL, USA
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Marcu G, Ondersma SJ, Spiller AN, Broderick BM, Kadri R, Buis LR. The Perceived Benefits of Digital Interventions for Behavioral Health: Qualitative Interview Study. J Med Internet Res 2022; 24:e34300. [PMID: 35353045 PMCID: PMC9008533 DOI: 10.2196/34300] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2021] [Revised: 12/09/2021] [Accepted: 12/30/2021] [Indexed: 01/20/2023] Open
Abstract
Background Digital interventions have gained momentum in terms of behavioral health. However, owing to lacking standard approaches or tools for creating digital behavioral interventions, clinical researchers follow widely varying conceptions of how best to go about digital intervention development. Researchers also face significant cost-, time-, and expertise-related challenges in digital intervention development. Improving the availability of tools and guidance for researchers will require a thorough understanding of the motivations and needs of researchers seeking to create digital interventions. Objective This study aims to understand the perceptions of behavioral researchers toward digital interventions, and inform the use of these interventions, by documenting the reasons why researchers are increasingly focusing their efforts on digital interventions and their perspectives on the perceived benefits that digital approaches can provide for researchers and intervention recipients. Methods We conducted semistructured qualitative interviews with 18 researchers who had experience designing digital behavioral interventions or running studies with them. A convenience sample of interviewees was recruited from among users of the Computerized Intervention Authoring System platform, a web-based tool that facilitates the process of creating and deploying digital interventions in behavioral research. Interviews were conducted over teleconference between February and April 2020. Recordings from the interviews were transcribed and thematically analyzed by multiple coders. Results Interviews were completed with 18 individuals and lasted between 24 and 65 (mean 46.9, SD 11.3) minutes. Interviewees were predominantly female (17/18, 94%) and represented different job roles, ranging from researcher to project or study staff. Four major themes came out of the interviews concerning the benefits of digital interventions for behavioral health: convenience and flexibility for interventionists and recipients, support for implementing evidence-based interventions with fidelity, scaling and improving access to interventions, and getting a foot in the door despite stigma and disenfranchisement. Conclusions Interviewees described a number of important potential benefits of digital interventions, particularly with respect to scientific rigor, scalability, and overcoming barriers to reaching more people. There are complex considerations with regard to translating behavior change strategies into digital forms of delivery, and interventionists make individual, sometimes unexpected, choices with minimal evidence of their relative effectiveness. Future research should investigate how behavioral researchers can be supported in making these choices toward usability, ease of access, and approachability of digital interventions. Our study underscores the need for authoring platforms that can facilitate the process of creating and deploying digital interventions to reach their full potential for interventionists and recipients alike.
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Affiliation(s)
- Gabriela Marcu
- School of Information, University of Michigan, Ann Arbor, MI, United States
| | - Steven J Ondersma
- Department of Obstetrics, Gynecology, & Reproductive Biology and the Division of Public Health, Michigan State University, East Lansing, MI, United States
| | - Allison N Spiller
- School of Information, University of Michigan, Ann Arbor, MI, United States
| | | | - Reema Kadri
- Department of Family Medicine, University of Michigan, Ann Arbor, MI, United States
| | - Lorraine R Buis
- School of Information, University of Michigan, Ann Arbor, MI, United States.,Department of Family Medicine, University of Michigan, Ann Arbor, MI, United States
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Jardine J, Bowman R, Doherty G. Digital interventions to enhance readiness for psychological therapy: A scoping review (Preprint). J Med Internet Res 2022; 24:e37851. [PMID: 36040782 PMCID: PMC9472056 DOI: 10.2196/37851] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Revised: 06/02/2022] [Accepted: 07/31/2022] [Indexed: 11/30/2022] Open
Abstract
Background Psychological therapy is an effective treatment method for mental illness; however, many people with mental illness do not seek treatment or drop out of treatment early. Increasing client uptake and engagement in therapy is key to addressing the escalating global problem of mental illness. Attitudinal barriers, such as a lack of motivation, are a leading cause of low engagement in therapy. Digital interventions to increase motivation and readiness for change hold promise as accessible and scalable solutions; however, little is known about the range of interventions being used and their feasibility as a means to increase engagement with therapy. Objective This review aimed to define the emerging field of digital interventions to enhance readiness for psychological therapy and detect gaps in the literature. Methods A literature search was conducted in PubMed, PsycINFO, PsycARTICLES, Scopus, Embase, ACM Guide to Computing Literature, and IEEE Xplore Digital Library from January 1, 2006, to November 30, 2021. The PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) methodology was applied. Publications were included when they concerned a digitally delivered intervention, a specific target of which was enhancing engagement with further psychological treatment, and when this intervention occurred before the target psychological treatment. Results A total of 45 publications met the inclusion criteria. The conditions included depression, unspecified general mental health, comorbid anxiety and depression, smoking, eating disorders, suicide, social anxiety, substance use, gambling, and psychosis. Almost half of the interventions (22/48, 46%) were web-based programs; the other formats included screening tools, videos, apps, and websites. The components of the interventions included psychoeducation, symptom assessment and feedback, information on treatment options and referrals, client testimonials, expectation management, and pro-con lists. Regarding feasibility, of the 16 controlled studies, 7 (44%) measuring actual behavior or action showed evidence of intervention effectiveness compared with controls, 7 (44%) found no differences, and 2 (12%) indicated worse behavioral outcomes. In general, the outcomes were mixed and inconclusive owing to variations in trial designs, control types, and outcome measures. Conclusions Digital interventions to enhance readiness for psychological therapy are broad and varied. Although these easily accessible digital approaches show potential as a means of preparing people for therapy, they are not without risks. The complex nature of stigma, motivation, and individual emotional responses toward engaging in treatment for mental health difficulties suggests that a careful approach is needed when developing and evaluating digital readiness interventions. Further qualitative, naturalistic, and longitudinal research is needed to deepen our knowledge in this area.
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Affiliation(s)
- Jacinta Jardine
- School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
| | - Robert Bowman
- School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
| | - Gavin Doherty
- School of Computer Science and Statistics, Trinity College Dublin, Dublin, Ireland
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De Luca E, Cosentino C, Cedretto S, Maviglia AL, Bucci J, Dotto J, Artioli G, Bonacaro A. Multidisciplinary team perceptions of the Case/Care Managers' role implementation: a qualitative study. ACTA BIO-MEDICA : ATENEI PARMENSIS 2022; 93:e2022259. [PMID: 35775748 PMCID: PMC9335426 DOI: 10.23750/abm.v93i3.13371] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 06/21/2022] [Accepted: 06/21/2022] [Indexed: 11/15/2022]
Abstract
BACKGROUND AND AIM OF THE WORK The roles of Case Managers, Care Managers and fledgling Case / Care Managers integrate clinical systems to achieve optimal patient outcomes through the coordinated use of the most appropriate clinical resources. Although the Case and Care Managers roles have been researched, there is still little evidence of the development of the Case / Care Manager in the Italian Healthcare System. Aim of this research is to investigate the perception of healthcare professionals of the implementation of the Case / Care Manager figure and how it operates . RESEARCH DESIGN AND METHODS The study adopted a qualitative descriptive methodology with a phenomenological approach, using in-depth interviews. Participants (N = 21) were health professionals of multidisciplinary teams from several healthcare contexts in northern and central Italy, in which was activated a Case, Care, or Case / Care Manager role. The study was conducted in December 2020/ January 2021. Results. The themes showed a vision of the Case Manager, even a critical one, as a figure in transformation precisely from Case Management to Case / Care management. The themes underline how the Case / Care Manager represent a facilitator of clinical-therapeutic paths while acting as a reference figure, supporting the patient, his/her family and the multidisciplinary team. CONCLUSIONS The results of the study confirm the Case / Care Manager as the health professional who deals with care pathways through an integrated, interdisciplinary and personalized approach, placing the person at the centre and thus overcoming a disease-centered approach.
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Affiliation(s)
| | - Chiara Cosentino
- University of Parma, Department of Medicine and Surgery, Parma (Italy)
| | | | | | | | - Jessica Dotto
- Ospedale Maggiore di Parma (Italy), U.O. Medical ward
| | - Giovanna Artioli
- University of Parma, Department of Medicine and Surgery, Parma (Italy)
| | - Antonio Bonacaro
- School of Health and Sports Sciences, University of Suffolk, Ipswich, United Kingdom, School of Nursing, University of West Attica, Athens, Greece
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Baweja R, Soutullo CA, Waxmonsky JG. Review of barriers and interventions to promote treatment engagement for pediatric attention deficit hyperactivity disorder care. World J Psychiatry 2021; 11:1206-1227. [PMID: 35070771 PMCID: PMC8717033 DOI: 10.5498/wjp.v11.i12.1206] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 06/20/2021] [Accepted: 10/25/2021] [Indexed: 02/06/2023] Open
Abstract
Attention deficit hyperactivity disorder (ADHD) is a common and impairing behavioral health disorder, impacting over 5% of children worldwide. There are multiple evidence-based pharmacological and psychosocial treatments for ADHD, and greater service utilization is associated with improved acute and long-term outcomes. However, long-term outcomes are suboptimal as multimodal treatments are often not accessed and most care ends prematurely. This narrative review discusses barriers to engagement for children and adolescents with ADHD and their families as well as interventions to overcome these barriers. Families face a variety of structural and attitudinal barriers, ranging from cost and access to stigma and low self-efficacy to successfully implement change. There are multiple interventions that may enhance engagement with ADHD care including psychoeducation, integration of behavioral services in general medical settings, telehealth as well as specific adaptations to existing ADHD treatments, such as the use of motivational interviewing or shared decision making. Integration of behavioral health into general medical settings and telehealth have been found in controlled studies to increase access by reducing both structural and attitudinal barriers. Adding motivational interviewing, shared decision making and other engagement interventions to evidence-based ADHD treatments has been found to reduce attitudinal barriers that translates into improved participation and satisfaction while enhancing outcomes. However, little is known about how to promote extended engagement with ADHD services even though a chronic care model for ADHD is recommended.
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Affiliation(s)
- Raman Baweja
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, PA 17033, United States
| | - Cesar A Soutullo
- Louis A. Faillace, MD Department of Psychiatry and Behavioral Sciences, The University of Texas Health Science Center at Houston, Houston, TX 77054, United States
| | - James G Waxmonsky
- Department of Psychiatry and Behavioral Health, Penn State College of Medicine, Hershey, PA 17033, United States
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Newman PA, Chakrapani V, Williams C, Massaquoi N, Tepjan S, Roungprakhon S, Akkakanjanasupar P, Logie C, Rawat S. An eHealth Intervention for Promoting COVID-19 Knowledge and Protective Behaviors and Reducing Pandemic Distress Among Sexual and Gender Minorities: Protocol for a Randomized Controlled Trial (#SafeHandsSafeHearts). JMIR Res Protoc 2021; 10:e34381. [PMID: 34726610 PMCID: PMC8668022 DOI: 10.2196/34381] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 10/25/2021] [Indexed: 01/26/2023] Open
Abstract
BACKGROUND Existing data on COVID-19 disparities among vulnerable populations portend excess risk for lesbian, gay, bisexual, transgender (LGBT) and other persons outside of heteronormative and cisgender identities (ie, LGBT+). Owing to adverse social determinants of health, including pervasive HIV and sexual stigma, harassment, violence, barriers in access to health care, and existing health and mental health disparities, sexual and gender minorities in India and Thailand are at disproportionate risk for SARS-CoV-2 infection and severe disease. Despite global health disparities among LGBT+ populations, there is a lack of coordinated, community-engaged interventions to address the expected excess burden of COVID-19 and public health-recommended protective measures. OBJECTIVE We will implement a randomized controlled trial (RCT) to evaluate the effectiveness of a brief, peer-delivered eHealth intervention to increase COVID-19 knowledge and public health-recommended protective behaviors, and reduce psychological distress among LGBT+ people residing in Bangkok, Thailand, and Mumbai, India. Subsequent to the RCT, we will conduct exit interviews with purposively sampled subgroups, including those with no intervention effect. METHODS SafeHandsSafeHearts is a 2-site, parallel waitlist-controlled RCT to test the efficacy of a 3-session, peer counselor-delivered eHealth intervention based on motivational interviewing and psychoeducation. The study methods, online infrastructure, and content were pilot-tested with LGBT+ individuals in Toronto, Canada, before adaptation and rollout in the other contexts. The primary outcomes are COVID-19 knowledge (index based on US Centers for Disease Control and Prevention [CDC] items), protective behaviors (index based on World Health Organization and US CDC guidelines), depression (Patient Health Questionnaire-2), and anxiety (Generalized Anxiety Disorder-2). Secondary outcomes include loneliness, COVID-19 stress, and intended care-seeking. We will enroll 310 participants in each city aged 18 years and older. One-third of the participants will be cisgender gay, bisexual, and other men who have sex with men; one-third will be cisgender lesbian, bisexual, and other women who have sex with women; and one-third will be transfeminine, transmasculine, and gender nonbinary people. Participants will be equally stratified in the immediate intervention and waitlist control groups. Participants are mainly recruited from online social media accounts of community-based partner organizations. They can access the intervention on a computer, tablet, or mobile phone. SafeHandsSafeHearts involves 3 sessions delivered weekly over 3 successive weeks. Exit interviews will be conducted online with 3 subgroups (n=12 per group, n=36 in each city) of purposively selected participants to be informed by RCT outcomes and focal populations of concern. RESULTS The RCT was funded in 2020. The trials started recruitment as of August 1, 2021, and all RCT data collection will likely be completed by January 31, 2022. CONCLUSIONS The SafeHandsSafeHearts RCT will provide evidence about the effectiveness of a brief, peer-delivered eHealth intervention developed for LGBT+ populations amid the COVID-19 pandemic. If the intervention proves effective, it will provide a basis for future scale-up in India and Thailand, and other low- and middle-income countries. TRIAL REGISTRATION ClinicalTrials.gov NCT04870723; https://clinicaltrials.gov/ct2/show/NCT04870723. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/34381.
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Affiliation(s)
- Peter A Newman
- Factor-Inwentash Faculty of Social Work, University of Toronto, Toronto, ON, Canada
| | | | - Charmaine Williams
- Factor-Inwentash Faculty of Social Work, University of Toronto, Toronto, ON, Canada
| | - Notisha Massaquoi
- Department of Health and Society, University of Toronto Scarborough, Scarborough, ON, Canada
| | | | - Surachet Roungprakhon
- Faculty of Science and Technology, Rajamangala University of Technology Phra Nakhon, Bangkok, Thailand
| | | | - Carmen Logie
- Factor-Inwentash Faculty of Social Work, University of Toronto, Toronto, ON, Canada
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Springer MV, Conley KM, Sanchez BN, Resnicow K, Cowdery JE, Skolarus LE, Morgenstern LB, Brown DL. Process Evaluation of a Faith-Based Multicomponent Behavioral Intervention to Reduce Stroke Risk in Mexican Americans in a Catholic Church Setting: The SHARE (Stroke Health and Risk Education) Project. JOURNAL OF RELIGION AND HEALTH 2021; 60:3915-3930. [PMID: 33687633 PMCID: PMC9088157 DOI: 10.1007/s10943-021-01216-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/18/2021] [Indexed: 05/25/2023]
Abstract
Church-based stroke prevention programs for Hispanics are underutilized. The Stroke Health and Risk Education (SHARE) project, a multicomponent cluster-randomized trial, addressed key stroke risk factors among predominantly Mexican Americans in a Catholic Church setting. Process evaluation components (implementation, mechanisms of impact, and context) are described. Partner support promoted positive health behavior change. Motivational interviewing calls were perceived as helpful, however, barriers with telephone delivery were encountered. Intervention exposure was associated with theory constructs for targeted behaviors. We conclude that health behavior interventions to prevent stroke can be successfully implemented for Mexican Americans within a Catholic Church setting, with parish priest support.
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Affiliation(s)
- Mellanie V Springer
- Stroke Program, University of Michigan Medical School, 1500 E. Medical Center Drive, SPC 5855, Ann Arbor, MI, 48109-5855, USA.
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA.
| | - Kathleen M Conley
- School of Health Promotion and Human Performance, Eastern Michigan University, Ypsilanti, MI, USA
| | - Brisa N Sanchez
- Department of Epidemiology and Biostatistics, Drexel University, Philadelphia, PA, USA
| | - Ken Resnicow
- School of Public Health, University of Michigan, Ann Arbor, MI, USA
| | - Joan E Cowdery
- School of Health Promotion and Human Performance, Eastern Michigan University, Ypsilanti, MI, USA
| | - Lesli E Skolarus
- Stroke Program, University of Michigan Medical School, 1500 E. Medical Center Drive, SPC 5855, Ann Arbor, MI, 48109-5855, USA
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Lewis B Morgenstern
- Stroke Program, University of Michigan Medical School, 1500 E. Medical Center Drive, SPC 5855, Ann Arbor, MI, 48109-5855, USA
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA
| | - Devin L Brown
- Stroke Program, University of Michigan Medical School, 1500 E. Medical Center Drive, SPC 5855, Ann Arbor, MI, 48109-5855, USA
- Department of Neurology, University of Michigan Medical School, Ann Arbor, MI, USA
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Kao TSA, Ling J, Hawn R, Vu C. The effects of motivational interviewing on children's body mass index and fat distributions: A systematic review and meta-analysis. Obes Rev 2021; 22:e13308. [PMID: 34170612 DOI: 10.1111/obr.13308] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 04/29/2021] [Accepted: 05/25/2021] [Indexed: 12/01/2022]
Abstract
Currently, the effects of motivational interviewing (MI) on children's anthropometric changes remain unclear. This systematic review and meta-analysis examined the effects of MI on children's anthropometric changes (body mass index [BMI], waist circumference [WC], and body fat percentage [BF%]). We also assessed potential moderators of MI on children's BMI changes. This systematic review searched five databases (CINAHL, Cochrane, PsycINFO, PubMed, and Web of Sciences) from 2005 to 2020 to evaluate the effects of MI interventions that had a comparison group on children's anthropometric change as outcomes (BMI, WC, or BF%). Thirty-three articles met the inclusion criteria. We performed random-effects models and exploratory moderation analyses with mixed-effects models. The pooled effect size of MI was -0.18 (p = 0.002) on BMI, -0.65 (p < 0.001) on WC, and -0.44 (p = 0.005) on children's BF%. The relationship between MI and BMI changes was significantly moderated by the types of intervener (Q = 9.71, p = 0.021) and the existence of supplemental intervention activities (Q = 9.21, p = 0.002). Other potential moderators included children's age, weight status, intervention setting, and targeted behaviors (eating and/or physical activity). Our findings support the effectiveness of MI interventions on improving children's anthropometric outcomes (i.e., BMI, WC, and BF%).
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Affiliation(s)
- Tsui-Sui Annie Kao
- College of Nursing, Michigan State University, East Lansing, Michigan, USA
| | - Jiying Ling
- College of Nursing, Michigan State University, East Lansing, Michigan, USA
| | - Rachel Hawn
- College of Nursing, Michigan State University, East Lansing, Michigan, USA
| | - Christina Vu
- College of Nursing, Michigan State University, East Lansing, Michigan, USA
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Boustani M, Lunn S, Visser U, Lisetti C. Development, Feasibility, Acceptability, and Utility of an Expressive Speech-Enabled Digital Health Agent to Deliver Online, Brief Motivational Interviewing for Alcohol Misuse: Descriptive Study. J Med Internet Res 2021; 23:e25837. [PMID: 34586074 PMCID: PMC8515230 DOI: 10.2196/25837] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 05/26/2021] [Accepted: 05/29/2021] [Indexed: 01/27/2023] Open
Abstract
Background Digital health agents — embodied conversational agents designed specifically for health interventions — provide a promising alternative or supplement to behavioral health services by reducing barriers to access to care. Objective Our goals were to (1) develop an expressive, speech-enabled digital health agent operating in a 3-dimensional virtual environment to deliver a brief behavioral health intervention over the internet to reduce alcohol use and to (2) understand its acceptability, feasibility, and utility with its end users. Methods We developed an expressive, speech-enabled digital health agent with facial expressions and body gestures operating in a 3-dimensional virtual office and able to deliver a brief behavioral health intervention over the internet to reduce alcohol use. We then asked 51 alcohol users to report on the digital health agent acceptability, feasibility, and utility. Results The developed digital health agent uses speech recognition and a model of empathetic verbal and nonverbal behaviors to engage the user, and its performance enabled it to successfully deliver a brief behavioral health intervention over the internet to reduce alcohol use. Descriptive statistics indicated that participants had overwhelmingly positive experiences with the digital health agent, including engagement with the technology, acceptance, perceived utility, and intent to use the technology. Illustrative qualitative quotes provided further insight about the potential reach and impact of digital health agents in behavioral health care. Conclusions Web-delivered interventions delivered by expressive, speech-enabled digital health agents may provide an exciting complement or alternative to traditional one-on-one treatment. They may be especially helpful for hard-to-reach communities with behavioral workforce shortages.
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Affiliation(s)
- Maya Boustani
- Department of Psychology, Loma Linda University, Loma Linda, CA, United States
| | - Stephanie Lunn
- Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL, United States
| | - Ubbo Visser
- Department of Computer Science, University of Miami, Miami, FL, United States
| | - Christine Lisetti
- Knight Foundation School of Computing and Information Sciences, Florida International University, Miami, FL, United States
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Zengul A, Evans E, Hall A, Qu H, Willig A, Cherrington A, Thirumalai M. Telehealth Behavioral Intervention for Diabetes Management in Adults With Physical Disabilities: Intervention Fidelity Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2021; 10:e31695. [PMID: 34505835 PMCID: PMC8463946 DOI: 10.2196/31695] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/30/2021] [Accepted: 07/06/2021] [Indexed: 01/29/2023] Open
Abstract
BACKGROUND Diabetes mellitus is a major health problem among people with physical disabilities. Health coaching has been proven to be an effective approach in terms of behavioral changes, patient self-efficacy, adherence to treatment, health service use, and health outcomes. Telehealth systems combined with health coaching have the potential to improve the quality of health care by increasing access to services. Treatment fidelity is particularly important for behavior change studies; however, fidelity protocols are inadequately administered and reported in the literature. OBJECTIVE The aim of this study is to outline all the intervention fidelity strategies and procedures of a telecoaching intervention-artificial intelligence for diabetes management (AI4DM)-which is a randomized controlled trial to evaluate the feasibility, acceptability, and preliminary efficacy of a telehealth platform in adults with type 2 diabetes and permanent impaired mobility. AI4DM aims to create a web-based disability-inclusive diabetes self-management program. We selected the National Institutes of Health Behavior Change Consortium (NIH BCC) fidelity framework to describe strategies to ensure intervention fidelity in our research. METHODS We have developed fidelity strategies based on the five fidelity domains outlined by the NIH BCC-focusing on study design, provider training, treatment delivery, treatment receipt, and enactment of treatment skills. The design of the study is grounded in the social cognitive theory and is intended to ensure that both arms would receive the same amount of attention from the intervention. All providers will receive standardized training to deliver consistent health coaching to the participants. The intervention will be delivered through various controlling and monitoring strategies to reduce differences within and between treatment groups. The content and structure of the study are delivered to ensure comprehension and participation among individuals with low health literacy. By constantly reviewing and monitoring participant progress and protocol adherence, we intend to ensure that participants use cognitive and behavioral skills in real-world settings to engage in health behavior. RESULTS Enrollment for AI4DM will begin in October 2021 and end in October 2022. The results of this study will be reported in late 2022. CONCLUSIONS Developing and using fidelity protocols in behavior change studies is essential to ensure the internal and external validity of interventions. This study incorporates NIH BCC recommendations into an artificial intelligence embedded telecoaching platform for diabetes management designed for people with physical disabilities. The developed fidelity protocol can provide guidance for other researchers conducting telehealth interventions within behavioral health settings to present more consistent and reproducible research. TRIAL REGISTRATION ClinicalTrials.gov NCT04927377; http://clinicaltrials.gov/ct2/show/NCT04927377. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) PRR1-10.2196/31695.
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Affiliation(s)
- Ayse Zengul
- Department of Nutrition Sciences, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Eric Evans
- Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Allyson Hall
- Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Haiyan Qu
- Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Amanda Willig
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Andrea Cherrington
- Department of Medicine, University of Alabama at Birmingham, Birmingham, AL, United States
| | - Mohanraj Thirumalai
- Department of Health Services Administration, University of Alabama at Birmingham, Birmingham, AL, United States
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Abebe SY, Goldsby EA, Renbarger KM. Telehealth for Pregnant Women With Opioid Use Disorder: A Theory-Based Approach. J Psychosoc Nurs Ment Health Serv 2021; 58:13-20. [PMID: 33238022 DOI: 10.3928/02793695-20201112-03] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Pregnant women with opioid use disorder (OUD) face barriers to receiving substance use treatment and prenatal care, which can lead to adverse health outcomes. The purpose of the current article is to inform practice through the design of an innovative, nurse-led approach derived from King's Theory of Goal Attainment to care for pregnant women with OUD using telehealth technologies. The practice model encompasses King's theory using telehealth by addressing perceptions in the nurse-client interaction, establishing effective communication in nurse-client interactions, building mutual goal setting and decision making, and promoting clients' goal attainment using nurses' knowledge and skills. This theory-based approach using telehealth technologies can provide nurses the opportunity to increase effectiveness in nurse-client interactions, use evidence-based communication strategies for expanded access, and deliver safe care for pregnant women with OUD. [Journal of Psychosocial Nursing and Mental Health Services, 58(12), 13-20.].
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Sarabia-Cobo C, Pérez V, de Lorena P, Sáenz-Jalón M, Alconero-Camarero AR. Effectiveness of a telephone intervention based on motivational health coaching for improving the mental health of caregivers of people with dementia: A randomised controlled trial. Int J Older People Nurs 2021; 16:e12398. [PMID: 34337869 DOI: 10.1111/opn.12398] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2020] [Revised: 03/17/2021] [Accepted: 06/01/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVES Caring for a family member with dementia is considered one of the activities with the greatest negative impact on a person's mental health. Developing long-lasting and effective strategies is a challenge for caregivers. This study sought to evaluate the impact of an intervention based on a programme of motivational coaching delivered by telephone in a group of caregivers of patients with dementia compared to a control group. METHODS A randomised controlled trial with a control group and an intervention group. (CONSORT guidelines were used). Telephone calls were made during six weeks, involving a process of coaching and motivational interviews. The following variables were measured in caregivers: self-efficacy of caring, depression, perceived stress, frequency of problematic behaviours and dysfunctional thoughts. Assessments were conducted at three time points: baseline, post-intervention and three months' post-intervention. RESULTS In total, 106 caregivers participated (53 subjects in the control group and 53 in the intervention group). Statistically significant differences (ANCOVA) were found between both groups for the self-efficacy and stress variables, with improved results in the intervention group (p < .01). Furthermore, statistically significant differences were found in the intervention group between the baseline and post-intervention assessments, with improvements in self-efficacy, decreased stress and decreased dysfunctional thoughts (p < .05). The results were maintained over time for both groups. CONCLUSIONS An intervention based on telephone calls using a health coaching approach with motivational interviewing appears to be effective for the improvement of self-efficacy and mental health of caregivers of people with moderate dementia. Furthermore, these effects appear to be maintained over time.
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Affiliation(s)
- Carmen Sarabia-Cobo
- Nursing Research Group IDIVAL, Faculty of Nursing, University of Cantabria, Santander, Spain
| | | | | | - María Sáenz-Jalón
- Hospital 12 de Octubre, Nursing Research Group IDIVAL, Madrid, Spain
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Miller SJ, Sly JR, Gaffney KB, Jiang Z, Henry B, Jandorf L. Development of a tablet app designed to improve African Americans' screening colonoscopy rates. Transl Behav Med 2021; 10:375-383. [PMID: 30799495 DOI: 10.1093/tbm/ibz014] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Abstract
Compared with other racial/ethnic groups, African Americans have the highest colorectal cancer (CRC) morbidity and mortality rates. It is critical to help improve African Americans' CRC prevention efforts in order to reduce the burden of CRC in this community. The aim of this study was to develop and field test a tablet app, called e-Motivate, designed to improve African Americans' screening colonoscopy rates. The e-Motivate app was field tested, using an iterative approach. The first version of the app, e-Motivate 1.0, was field tested on 20 African Americans over the age of 50. Participants engaged in a think aloud exercise and provided feedback regarding the app's usability and acceptability. The results of the first field test were used to modify the app and develop e-Motivate 2.0. The field test procedures were repeated on a new group of participants (N = 18). The results from the second field test were used to make final modifications to the app. Overall, participants responded positively to the app. Qualitative analyses showed that participants found the app to be easy to use and helpful. Furthermore, descriptive statistics revealed that participants found the app to be highly usable and acceptable, exceeding recommended benchmarks for usability and acceptability. Critiques of the app were used to modify and finalize the intervention. The results from the proposed study suggest that the e-Motivate app is highly feasible and acceptable. The next step in this line of research is to conduct a randomized clinical trial to formally test the efficacy of the e-Motivate app for improving screening colonoscopy rates among African Americans.
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Affiliation(s)
- Sarah J Miller
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Jamilia R Sly
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Kemi B Gaffney
- Department of Psychiatry & Behavioral Sciences, Memorial Sloan Kettering Cancer Center, New York, USA
| | - Zhiye Jiang
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Brittney Henry
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, USA
| | - Lina Jandorf
- Department of Population Health Science and Policy, Icahn School of Medicine at Mount Sinai, New York, USA
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Diestelkamp S, Schulz AL, Thomasius R. [Technology-based interventions for alcohol prevention among children and adolescents]. Bundesgesundheitsblatt Gesundheitsforschung Gesundheitsschutz 2021; 64:714-721. [PMID: 33950365 PMCID: PMC8187222 DOI: 10.1007/s00103-021-03338-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2020] [Accepted: 04/26/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND Early onset and excessive alcohol use in childhood and adolescence is associated with an elevated risk of experiencing short-, mid-, and long-term negative consequences caused by, e.g., accidents, violent acts, and conflicts. Face-to-face prevention approaches show significant effects on the reduction of alcohol use. However, service utilization is often low among children and adolescents. Technology-based alcohol prevention has the potential to reach this target group with potentially cost-effective, standardized, and low-threshold measures. AIM AND METHOD This narrative review provides an overview of different approaches of technology-based interventions for the prevention and early intervention of risky alcohol use among children and adolescents, their effectiveness, and settings for implementation. RESULTS Technology-based alcohol prevention can be implemented in a variety of settings, e.g., school, community, primary care, or hospital. Implementation is often realized via websites with or without embedding face-to-face modules, apps, or SMS messages. While the cumulative evidence of the effectiveness of technology-based alcohol prevention is strong for adults and young adults, evidence for the effectiveness among children and adolescents is heterogeneous. DISCUSSION Technology-based alcohol prevention has great theoretical potential with regards to reach, cost-effectiveness, and user engagement. Study replications are needed and evaluations of the effects of single elements, such as the individualization of content, user engagement through multiple contacts, and the use of multimedia elements and functions, should be addressed by future research.
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Affiliation(s)
- Silke Diestelkamp
- DZSKJ - Deutsches Zentrum für Suchtfragen des Kindes- und Jugendalters, Universitätsklinikum Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Deutschland.
| | - Anna-Lena Schulz
- DZSKJ - Deutsches Zentrum für Suchtfragen des Kindes- und Jugendalters, Universitätsklinikum Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Deutschland
| | - Rainer Thomasius
- DZSKJ - Deutsches Zentrum für Suchtfragen des Kindes- und Jugendalters, Universitätsklinikum Hamburg-Eppendorf, Martinistr. 52, 20246, Hamburg, Deutschland
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Chlebowy DO, Coty MB, Lauf A, Krishnasamy S, Myers J, Jaggers J. Mobile App Use in Adults with Comorbid Type 2 Diabetes and Depression. West J Nurs Res 2021:193945920988791. [PMID: 33514297 DOI: 10.1177/0193945920988791] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The purpose of this preliminary study was to determine smartphone usage, expressed level of interest, and intent to use mHealth apps among adults with comorbid type 2 diabetes (T2D) and depression. A convenience sample of adults (N=35) completed a Demographic and Mobile App Survey and the CESD-R-10. A majority reported using mobile apps (n=23, 65.7%) and felt comfortable or very comfortable using mobile apps (n=14, 46.7%). However, few respondents used a health app (n=6, 17.1%) or a diabetes-specific app for diabetes management (n=3, 8.6%). Adjusted, age and education were the two variables that independently impacted app use; those aged less than 55 years as well as those with a graduate degree were more likely to use apps. Being younger and having an advanced degree increased the odds of using a diabetes-specific app. The findings suggest that adults with T2D are amenable to using mHealth apps to manage diabetes.
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Affiliation(s)
| | - Mary-Beth Coty
- School of Nursing, University of Louisville, Louisville, KY, USA
| | - Adrian Lauf
- J.B. School of Engineering, University of Louisville, Louisville, KY, USA
| | | | - John Myers
- School of Nursing, Duke University, Durham, NC, USA
| | - Jason Jaggers
- Department of Health & Sport Sciences, University of Louisville, Louisville, KY, USA
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Scott J, Oxlad M, Dodd J, Szabo C, Deussen A, Turnbull D. Creating Healthy Change in the Preconception Period for Women with Overweight or Obesity: A Qualitative Study Using the Information-Motivation-Behavioural Skills Model. J Clin Med 2020; 9:jcm9103351. [PMID: 33086583 PMCID: PMC7603106 DOI: 10.3390/jcm9103351] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2020] [Revised: 10/14/2020] [Accepted: 10/15/2020] [Indexed: 12/03/2022] Open
Abstract
Worldwide, half of women begin a pregnancy with overweight or obesity, which increases the risk of pregnancy and birth complications and adversely affects the lifelong health of the offspring. In order for metabolic changes to influence the gestational environment, research suggests that weight loss should take place before conception. This study aimed to understand women’s emotional and social contexts, knowledge, motivations, skills and self-efficacy in making healthy change. Semi-structured interviews conducted with twenty-three women with overweight or obesity, informed by the Information–Motivation–Behavioural Skills (IMB) model, were analysed using reflexive thematic analysis. Information-related themes identified included poor health risk knowledge, healthy food decisions and health versus convenience. The Motivation themes comprised taking responsibility, flexible options, social expectations, interpersonal challenges and accountability. Behavioural Skills entailed themes such as the mental battle, time management, self-care and inspiration. An environmental factor was identified in affordability—limiting access to healthier alternatives. Women wanted simple, flexible options that considered family commitments, time and budgetary constraints. Unprompted, several mentioned the importance of psychological support in managing setbacks, stress and maintaining motivation. Strategies for enhancing self-efficacy and motivational support are required to enable longstanding health behaviour change. Findings will inform intervention mapping development of an eHealth solution for women preconception.
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Affiliation(s)
- Jodie Scott
- School of Psychology, The University of Adelaide, Adelaide 5005, Australia; (M.O.); (D.T.)
- Correspondence:
| | - Melissa Oxlad
- School of Psychology, The University of Adelaide, Adelaide 5005, Australia; (M.O.); (D.T.)
| | - Jodie Dodd
- Robinson Institute and School of Paediatrics and Reproductive Health, Department of Perinatal Medicine, Women’s and Babies Division, Women’s & Children’s Hospital, The University of Adelaide, Adelaide 5005, Australia; (J.D.); (A.D.)
| | - Claudia Szabo
- School of Computer Science, The University of Adelaide, Adelaide 5005, Australia;
| | - Andrea Deussen
- Robinson Institute and School of Paediatrics and Reproductive Health, Department of Perinatal Medicine, Women’s and Babies Division, Women’s & Children’s Hospital, The University of Adelaide, Adelaide 5005, Australia; (J.D.); (A.D.)
| | - Deborah Turnbull
- School of Psychology, The University of Adelaide, Adelaide 5005, Australia; (M.O.); (D.T.)
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Bevilacqua R, Casaccia S, Cortellessa G, Astell A, Lattanzio F, Corsonello A, D’Ascoli P, Paolini S, Di Rosa M, Rossi L, Maranesi E. Coaching Through Technology: A Systematic Review into Efficacy and Effectiveness for the Ageing Population. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17165930. [PMID: 32824169 PMCID: PMC7459778 DOI: 10.3390/ijerph17165930] [Citation(s) in RCA: 25] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/24/2020] [Revised: 08/10/2020] [Accepted: 08/12/2020] [Indexed: 11/16/2022]
Abstract
Background: Despite the evidence on the positive role of self-management, the adoption of health coaching strategies for older people is still limited. To address these gaps, recent efforts have been made in the ICT sector in order to develop systems for delivering coaching and overcoming barriers relating to scarcity of resources. The aim of this review is to examine the efficacy of personal health coaching systems for older adults using digital virtual agents. Methods: A systematic review of the literature was conducted in December 2019 analyzing manuscripts from four databases over the last 10 years. Nine papers were included. Results: Despite the low number of studies, there was evidence that technology-integrated interventions can deliver benefits for health over usual care. However, the review raises important questions about how to maintain benefits and permanence of behavior change produced by short-term interventions. Conclusion: These systems offer a potential tool to reduce costs, minimize therapist burden and training, and expand the range of clients who can benefit from them. It is desirable that in the future the number of studies will grow, considering other aspects such as the role of the virtual coaches’ characteristics, social-presence, empathy, usability, and health literacy.
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Affiliation(s)
- Roberta Bevilacqua
- Scientific Direction, IRCCS INRCA, 60124 Ancona, Italy; (R.B.); (F.L.); (P.D.); (L.R.); (E.M.)
| | - Sara Casaccia
- Department of Industrial Engineering and Mathematical Sciences, Polytechnic University of Marche, 60121 Ancona, Italy;
| | | | - Arlene Astell
- Occupaitonal Sciences & Occupational Therapy, Univeristy of Toronto, Toronto, M5G 2A2 ON, Canada;
| | - Fabrizia Lattanzio
- Scientific Direction, IRCCS INRCA, 60124 Ancona, Italy; (R.B.); (F.L.); (P.D.); (L.R.); (E.M.)
| | - Andrea Corsonello
- Unit of Geriatric Pharmacoepidemiology and Biostatistics, IRCCS INRCA, 60124 Ancona, Italy;
| | - Paola D’Ascoli
- Scientific Direction, IRCCS INRCA, 60124 Ancona, Italy; (R.B.); (F.L.); (P.D.); (L.R.); (E.M.)
| | - Susy Paolini
- Unit of Neurology, IRCCS INRCA, 60124 Ancona, Italy;
| | - Mirko Di Rosa
- Unit of Geriatric Pharmacoepidemiology and Biostatistics, IRCCS INRCA, 60124 Ancona, Italy;
- Correspondence: ; Tel.: +39-0718004604
| | - Lorena Rossi
- Scientific Direction, IRCCS INRCA, 60124 Ancona, Italy; (R.B.); (F.L.); (P.D.); (L.R.); (E.M.)
| | - Elvira Maranesi
- Scientific Direction, IRCCS INRCA, 60124 Ancona, Italy; (R.B.); (F.L.); (P.D.); (L.R.); (E.M.)
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Rouleau G, Pelletier J, Côté J, Gagnon MP, Martel-Laferrière V, Lévesque R, Fontaine G. Codeveloping a Virtual Patient Simulation to Foster Nurses' Relational Skills Consistent With Motivational Interviewing: A Situation of Antiretroviral Therapy Nonadherence. J Med Internet Res 2020; 22:e18225. [PMID: 32672679 PMCID: PMC7391166 DOI: 10.2196/18225] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2020] [Revised: 05/01/2020] [Accepted: 06/03/2020] [Indexed: 01/20/2023] Open
Abstract
Background Although helping people living with HIV manage their antiretroviral therapy is a core competency of HIV nursing care, no educational intervention has sought to strengthen this competency. Thus, we codeveloped a simulation of a virtual patient (VP) having difficulty adhering to treatment to foster the relational skills that nurses require in such situations. Objective This viewpoint paper aims to describe the codevelopment process and the content of VP simulation, as well as the challenges encountered and the strategies used to overcome them. Methods We use a collaborative and iterative approach to develop the simulation based on qualitative evidence, theoretical approaches (strengths-based nursing, motivational interviewing [MI], and adult learning theories), and expert recommendations. We carried out 2 main phases: (1) planning the simulation development and (2) designing the simulation content, sequence, and format. We created the script as if we were writing a choose-your-own-adventure book. All relational skills (behavior change counseling techniques derived from MI) were integrated into a nurse-patient dialogue. The logic of the simulation is as follows: if the nurse uses techniques consistent with MI (eg, open-ended questions, summarizing), a dialogue is opened up with the VP. If the nurse uses relational skills inconsistent with MI (eg, providing advice without asking for permission), the VP will react accordingly (eg, defensively). Learners have opportunities to assess and reflect on their interventions with the help of quizzes and feedback loops. Results Two main challenges are discussed. The most salient challenge was related to the second phase of the VP simulation development. The first was to start the project with divergent conceptions of how to approach the VP simulation—the simulation company’s perspective of a procedural-type approach versus the clinical team’s vision of a narrative approach. As a broad strategy, we came to a mutual understanding to develop a narrative-type VP simulation. It meshed with our conception of a nurse-patient relationship, the values of strengths-based nursing (a collaborative nurse-patient relationship), and the MI’s counseling style. The second challenge was the complexity in designing realistic relational skills in preprogrammed and simulated nurse-patient dialogue while preserving an immersive learning experience. As a broad strategy, we created a collaborative and work-in-progress writing template as a shared working tool. Conclusions Our experience may be helpful to anyone looking for practical cues and guidance in developing narrative VP simulations. As relational skills are used by all nurses—from novices to experts—and other health care practitioners, focusing on this clinical behavior is a good way to ensure the simulation’s adaptability, sustainability, and efficiency.
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Affiliation(s)
- Geneviève Rouleau
- Research Chair in Innovative Nursing Practices, Montréal, QC, Canada.,Faculty of Nursing, Université Laval, Quebec, QC, Canada
| | - Jérôme Pelletier
- Faculty of Nursing, Université Laval, Quebec, QC, Canada.,Université du Québec à Rimouski, Rimouski, QC, Canada
| | - José Côté
- Research Chair in Innovative Nursing Practices, Montréal, QC, Canada.,University of Montreal Hospital Research Centre, Montreal, QC, Canada.,Faculty of Nursing, Université de Montréal, Montreal, QC, Canada
| | - Marie-Pierre Gagnon
- Faculty of Nursing, Université Laval, Quebec, QC, Canada.,University Hospital Centre of Quebec, Laval University Research Centre, Quebec, QC, Canada.,Institute of Health and Social Services in Primary Care, Research Centre on Healthcare and Services in Primary Care, Quebec, QC, Canada
| | - Valérie Martel-Laferrière
- University of Montreal Hospital Research Centre, Montreal, QC, Canada.,University of Montreal Hospital Centre, Montreal, QC, Canada
| | - Rock Lévesque
- University of Montreal Hospital Centre, Montreal, QC, Canada
| | -
- Please see acknowledgements for a list of collaborators,
| | - Guillaume Fontaine
- Faculty of Nursing, Université de Montréal, Montreal, QC, Canada.,Research Centre, Montreal Heart Institute, Montreal, QC, Canada
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Galvão Gomes da Silva J, Kavanagh DJ, May J, Andrade J. Say it aloud: Measuring change talk and user perceptions in an automated, technology-delivered adaptation of motivational interviewing delivered by video-counsellor. Internet Interv 2020; 21:100332. [PMID: 32939340 PMCID: PMC7476850 DOI: 10.1016/j.invent.2020.100332] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2020] [Revised: 06/08/2020] [Accepted: 06/16/2020] [Indexed: 12/02/2022] Open
Abstract
Motivational Interviewing is a widely used counselling technique. A fundamental principle of this technique is that hearing oneself argue for change strengthens motivation. This study presents the first analysis of participants' dialogue with an automated motivational interviewer. The objective was to explore communication with, and perceptions of, a technology-delivered adaptation of motivational interviewing (TAMI) delivered by a pre-recorded video-counsellor. Eighteen participants undertook the video interview and evaluated it after one week. Interviews were scored for change and sustain talk. Participants' written evaluations were subjected to thematic analysis. Interviews lasted 10 min 30s (SD 3 min 0 s). Change talk was observed in a mean of 16 of 25 responses (SD 3.35, range 11-21). Sustain talk was less frequent (mean = 3.4 replies, SD = 2.5, range 0 to 8). Participants disliked seeing their own image in the webcam and desired a personalised interaction where each question depended on the answer given to the previous one. Positive appraisals included space to think about motivation and plans, and hearing themselves voicing goals. A brief, generic, automated TAMI elicited change talk and was perceived as motivating.
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Affiliation(s)
| | - David J. Kavanagh
- School of Psychology and Counselling, Queensland University of Technology, Brisbane, Australia
| | - Jon May
- School of Psychology, University of Plymouth, Plymouth PL4 8AA, UK
| | - Jackie Andrade
- School of Psychology, University of Plymouth, Plymouth PL4 8AA, UK,Corresponding author at: School of Psychology, University of Plymouth, Drakes Circus, Plymouth, Devon PL4 8AA, UK.
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Prince MA, Collins RL, Wilson SD, Vincent PC. A preliminary test of a brief intervention to lessen young adults' cannabis use: Episode-level smartphone data highlights the role of protective behavioral strategies and exercise. Exp Clin Psychopharmacol 2020; 28:150-156. [PMID: 31144836 PMCID: PMC6884655 DOI: 10.1037/pha0000301] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/22/2022]
Abstract
Brief interventions are increasingly being used to help young adults to moderate their cannabis use. We conducted a randomized clinical trial of a brief (4 weekly sessions), in-person intervention that included a smartphone application that reinforced the use of protective behavioral strategies (PBSs) to lessen cannabis use. Young adults (N = 37; 24 men) who regularly used cannabis were randomized to 2 intervention conditions rooted in cognitive-behavioral therapy (CBT) and motivational enhancement therapy (MET). Along with learning CBT + MET strategies, participants in 1 of the conditions were instructed to engage in exercise. All participants used smartphone-based ecological momentary assessment to provide episode-level reports about use of cannabis and PBSs. Two multilevel structural equation models were run to test the study hypotheses that (a) cannabis use would be reduced over the course of the 6-month study, (b) reductions would be moderated by intervention condition, and (c) episode-level PBS use would predict episode-level cannabis use. Participants reduced their cannabis use by approximately 1 half of a standard joint per time point. The MET + CBT + Exercise condition reduced cannabis use to a greater degree than did the MET + CBT condition. With episode-level PBS use in the model, reductions in cannabis use were independent of intervention condition. Our findings suggest that young adults will engage with a smartphone app that serves as a component of an in-person intervention to moderate their cannabis use. Intervention content that promotes the use of PBSs and exercise facilitates reductions in cannabis use. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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Affiliation(s)
- Mark A. Prince
- Department of Psychology, Colorado State University, 1876 Campus Delivery, Fort Collins, CO 80523-1876
| | - R. Lorraine Collins
- Department of Community Health and Health Behavior, University at Buffalo, State University of New York
| | - Sandy D. Wilson
- Department of Community Health and Health Behavior, University at Buffalo, State University of New York
| | - Paula C. Vincent
- Department of Cancer Prevention and Control, Roswell Park Comprehensive Cancer Center, Buffalo, New York
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Nurmi J, Knittle K, Ginchev T, Khattak F, Helf C, Zwickl P, Castellano-Tejedor C, Lusilla-Palacios P, Costa-Requena J, Ravaja N, Haukkala A. Engaging Users in the Behavior Change Process With Digitalized Motivational Interviewing and Gamification: Development and Feasibility Testing of the Precious App. JMIR Mhealth Uhealth 2020; 8:e12884. [PMID: 32003750 PMCID: PMC7055776 DOI: 10.2196/12884] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/24/2018] [Revised: 09/26/2019] [Accepted: 10/22/2019] [Indexed: 01/14/2023] Open
Abstract
Background Most adults do not engage in sufficient physical activity to maintain good health. Smartphone apps are increasingly used to support physical activity but typically focus on tracking behaviors with no support for the complex process of behavior change. Tracking features do not engage all users, and apps could better reach their targets by engaging users in reflecting their reasons, capabilities, and opportunities to change. Motivational interviewing supports this active engagement in self-reflection and self-regulation by fostering psychological needs proposed by the self-determination theory (ie, autonomy, competence, and relatedness). However, it is unknown whether digitalized motivational interviewing in a smartphone app engages users in this process. Objective This study aimed to describe the theory- and evidence-based development of the Precious app and to examine how digitalized motivational interviewing using a smartphone app engages users in the behavior change process. Specifically, we aimed to determine if use of the Precious app elicits change talk in participants and how they perceive autonomy support in the app. Methods A multidisciplinary team built the Precious app to support engagement in the behavior change process. The Precious app targets reflective processes with motivational interviewing and spontaneous processes with gamified tools, and builds on the principles of self-determination theory and control theory by using 7 relational techniques and 12 behavior change techniques. The feasibility of the app was tested among 12 adults, who were asked to interact with the prototype and think aloud. Semistructured interviews allowed participants to extend their statements. Participants’ interactions with the app were video recorded, transcribed, and analyzed with deductive thematic analysis to identify the theoretical themes related to autonomy support and change talk. Results Participants valued the autonomy supportive features in the Precious app (eg, freedom to pursue personally relevant goals and receive tailored feedback). We identified the following five themes based on the theory-based theme autonomy support: valuing the chance to choose, concern about lack of autonomy, expecting controlling features, autonomous goals, and autonomy supportive feedback. The motivational interviewing features actively engaged participants in reflecting their outcome goals and reasons for activity, producing several types of change talk and very little sustain talk. The types of change talk identified were desire, need, reasons, ability, commitment, and taking steps toward change. Conclusions The Precious app takes a unique approach to engage users in the behavior change process by targeting both reflective and spontaneous processes. It allows motivational interviewing in a mobile form, supports psychological needs with relational techniques, and targets intrinsic motivation with gamified elements. The motivational interviewing approach shows promise, but the impact of its interactive features and tailored feedback needs to be studied over time. The Precious app is undergoing testing in a series of n-of-1 randomized controlled trials.
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Affiliation(s)
- Johanna Nurmi
- Discipline of Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.,Behavioural Science Group, Primary Care Unit, University of Cambridge, Cambridge, United Kingdom
| | - Keegan Knittle
- Discipline of Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland
| | - Todor Ginchev
- Communications and Networking Department, School of Electrical Engineering, Aalto University, Espoo, Finland
| | - Fida Khattak
- Communications and Networking Department, School of Electrical Engineering, Aalto University, Espoo, Finland
| | - Christopher Helf
- Department of Entertainment Computing, University of Vienna, Vienna, Austria
| | - Patrick Zwickl
- Center For Digital Safety And Security, Austrian Institute of Technology, Vienna, Austria
| | - Carmina Castellano-Tejedor
- Department of Psychiatry, University Hospital Vall d'Hebron, Vall d'Hebron Institute of Research, Barcelona, Spain.,Department of Basic Psychology, Grup de Recerca en Estrès i Salut, Autonomous University of Barcelona, Bellaterra, Spain
| | - Pilar Lusilla-Palacios
- Servicio de Psiquiatría, Hospital Universitari Vall d'Hebron, Departament de Psiquiatria i Medicina Legal, Universitat Autònoma de Barcelona, Barcelona, Spain.,Centro de Investigación Biomédica en Red de Salud Mental, Instituto de Salud Carlos III, Vall d'Hebron Institut de Recerca, Barcelona, Spain
| | - Jose Costa-Requena
- Communications and Networking Department, School of Electrical Engineering, Aalto University, Espoo, Finland
| | - Niklas Ravaja
- Department of Psychology and Logopedics, Faculty of Medicine, University of Helsinki, Helsinki, Finland
| | - Ari Haukkala
- Discipline of Social Psychology, Faculty of Social Sciences, University of Helsinki, Helsinki, Finland.,Helsinki Collegium for Advanced Studies, University of Helsinki, Helsinki, Finland
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Fodor MC, Grekin ER, Beatty JR, McGoron L, Ondersma SJ. Participant Satisfaction with Computer-Delivered Intervention Components and Its Relation to Alcohol Outcomes. Subst Use Misuse 2020; 55:2332-2340. [PMID: 32865079 PMCID: PMC7654716 DOI: 10.1080/10826084.2020.1811343] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
Abstract
Few computer-delivered brief intervention (CDBI) studies have evaluated participant satisfaction with individual elements of the intervention, or whether participant satisfaction impacts intervention outcomes. Purpose: This factorial trial examined whether subjective reactions to a CDBI for heavy drinking (1) varied depending on the presence versus absence of an animated narrator, a spoken voice, empathic reflections, and motivational interviewing (MI) strategies and (2) were associated with drinking outcomes at 3-month follow-up. Methods: Participants were 352 heavy drinking university students. All participants were randomly assigned to one of 16 versions of a CDBI. After finishing the CDBI, participants completed measures of intervention likability and perceived empathy. Alcohol use outcomes were assessed at 3-month follow-up. Results: CDBI characteristics had minimal effects on participant ratings of likeability and perceived empathy. However, higher likeability ratings were associated with decreases in alcohol use outcomes over the 3-month assessment period. Conclusions: Results indicate that subjective reactions to CDBIs can have important effects on alcohol use outcomes.
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Affiliation(s)
- Marina C Fodor
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Emily R Grekin
- Department of Psychology, Wayne State University, Detroit, Michigan, USA
| | - Jessica R Beatty
- Merrill Palmer Skillman Institute, Wayne State University, Detroit, Michigan, USA
| | - Lucy McGoron
- Merrill Palmer Skillman Institute, Wayne State University, Detroit, Michigan, USA
| | - Steven J Ondersma
- Merrill Palmer Skillman Institute, Wayne State University, Detroit, Michigan, USA
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Patel ML, Wakayama LN, Bass MB, Breland JY. Motivational interviewing in eHealth and telehealth interventions for weight loss: A systematic review. Prev Med 2019; 126:105738. [PMID: 31153917 DOI: 10.1016/j.ypmed.2019.05.026] [Citation(s) in RCA: 34] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/31/2018] [Revised: 05/03/2019] [Accepted: 05/28/2019] [Indexed: 12/23/2022]
Abstract
The alarming prevalence of adult obesity warrants consideration of treatments with broad reach; digital health interventions meet this need and have demonstrated efficacy for weight loss. One approach that can be delivered remotely is motivational interviewing - a counseling style that helps resolve ambivalence to change unhealthy behavior. This is the first review to systematically examine eHealth and telehealth interventions that incorporate motivational interviewing for weight loss. We searched four electronic databases (PubMed, Embase, PsycInfo, CINAHL) for publications from November 2009-May 2018. Included papers were weight loss RCTs conducted among adults with overweight or obesity that examined eHealth or telehealth interventions with motivational interviewing, compared to any type of treatment arm without it. Results were presented separately by comparison arm (control vs. active comparator). Sixteen papers (15 trials) were included. Twelve used telephone-based counseling to deliver motivational interviewing, two used email and phone, and one used online chats. When compared to a no-treatment control arm, the motivational interviewing arm was associated with greater weight loss on 6 of 11 occasions, but performed better than an active comparator on only 1 of 7 occasions. Retention and engagement were generally high, though few trials examined the relation with weight loss. No trial had high risk of bias, but five lacked power calculations and only two reported fidelity to motivational interviewing. Telephone-based interventions that incorporate motivational interviewing hold promise as effective obesity treatments. There is a dearth of evidence to support the use of motivational interviewing via eHealth, signaling a needed research area.
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Affiliation(s)
- Michele L Patel
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA; Department of Psychology and Neuroscience, Duke University, Durham, NC, USA.
| | - Lindsay N Wakayama
- PGSP-Stanford Psy.D. Consortium, Palo Alto University, Palo Alto, CA, USA
| | - Michelle B Bass
- Lane Medical Library and Knowledge Management Center, Stanford University, Stanford, CA, USA
| | - Jessica Y Breland
- Center for Innovation to Implementation, VA Palo Alto Health Care System, Menlo Park, CA, USA
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Livitz IE, France CR, France JL, Fox KR, Ankawi B, Slepian PM, Kessler DA, Rebosa M, Shaz BH. An automated motivational interview promotes donation intention and self‐efficacy among experienced whole blood donors. Transfusion 2019; 59:2876-2884. [DOI: 10.1111/trf.15402] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 05/17/2019] [Accepted: 05/17/2019] [Indexed: 11/28/2022]
Affiliation(s)
| | | | | | | | - Brett Ankawi
- Department of PsychologyOhio University Athens Ohio
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50
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Smith KE, Juarascio A. From Ecological Momentary Assessment (EMA) to Ecological Momentary Intervention (EMI): Past and Future Directions for Ambulatory Assessment and Interventions in Eating Disorders. Curr Psychiatry Rep 2019; 21:53. [PMID: 31161276 DOI: 10.1007/s11920-019-1046-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
PURPOSE OF REVIEW Ambulatory assessment methods, including ecological momentary assessment (EMA), have often been used in eating disorders (EDs) to assess the type, frequency, and temporal sequencing of ED symptoms occurring in naturalistic environments. Relatedly, growing research in EDs has explored the utility of ecological momentary interventions (EMIs) to target ED symptoms. The aims of the present review were to (1) synthesize recent literature pertaining to ambulatory assessment/EMA and EMI in EDs, and (2) identify relevant limitations and future directions in these domains. RECENT FINDINGS With respect to ambulatory assessment and EMA, there has been substantial growth in the expansion of constructs assessed with EMA, the exploration of state- vs. trait-level processes, integration of objective and passive assessment approaches, and consideration of methodological issues. The EMI literature in EDs also continues to grow, though most of the recent research focuses on mobile health (mHealth) technologies with relatively minimal EMI components that adapt to momentary contextual information. Despite these encouraging advances, there remain several promising areas of ambulatory assessment research and clinical applications in EDs going forward. These include integration of passive data collection, use of EMA in treatment evaluation and design, evaluation of dynamic system processes, inclusion of diverse samples, and development and evaluation of adaptive, tailored EMIs such as just-in-time adaptive interventions. While much remains to be learned in each of these domains, the continual growth in mobile technology has potential to facilitate and refine our understanding of the nature of ED psychopathology and ultimately improve intervention approaches.
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Affiliation(s)
- Kathryn E Smith
- Center for Bio-behavioral Research, Sanford Research, Fargo, ND, USA. .,Department of Psychiatry and Behavioral Science, University of North Dakota School of Medicine and Health Sciences, Fargo, ND, USA.
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