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Roos CR, Kiluk B, Carroll KM, Bricker JB, Mun CJ, Sala M, Kirouac M, Stein E, John M, Palmer R, DeBenedictis A, Frisbie J, Haeny AM, Barry D, Fucito LM, Bowen S, Witkiewitz K, Kober H. Development and initial testing of mindful journey: a digital mindfulness-based intervention for promoting recovery from Substance use disorder. Ann Med 2024; 56:2315228. [PMID: 38382111 PMCID: PMC10883107 DOI: 10.1080/07853890.2024.2315228] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/19/2023] [Accepted: 01/30/2024] [Indexed: 02/23/2024] Open
Abstract
BACKGROUND/OBJECTIVES There is a great unmet need for accessible adjunctive interventions to promote long-term recovery from substance use disorder (SUD). This study aimed to iteratively develop and test the initial feasibility and acceptability of Mindful Journey, a novel digital mindfulness-based intervention for promoting recovery among individuals with SUD. PATIENTS/MATERIALS Ten adults receiving outpatient treatment for SUD. METHODS Phase 1 (n = 5) involved developing and testing a single introductory digital lesson. Phase 2 included a separate sample (n = 5) and involved testing all 15 digital lessons (each 30- to 45-minutes) over a 6-week period, while also receiving weekly brief phone coaching for motivational/technical support. RESULTS Across both phases, quantitative ratings (rated on a 5-point scale) were all at or above a 4 (corresponding with 'agree') for key acceptability dimensions, such as usability, understandability, appeal of visual content, how engaging the content was, and helpfulness for recovery. Additionally, in both phases, qualitative feedback indicated that participants particularly appreciated the BOAT (Breath, Observe, Accept, Take a Moment) tool for breaking down mindfulness into steps. Qualitative feedback was used to iteratively refine the intervention. For example, based on feedback, we added a second core mindfulness tool, the SOAK (Stop, Observe, Appreciate, Keep Curious), and we added more example clients and group therapy videos. In Phase 2, 4 out of 5 participants completed all 15 lessons, providing initial evidence of feasibility. Participants reported that the phone coaching motivated them to use the app. The final version of Mindful Journey was a smartphone app with additional features, including brief on-the-go audio exercises and a library of mindfulness practices. Although, participants used these additional features infrequently. CONCLUSIONS Based on promising initial findings, future acceptability and feasibility testing in a larger sample is warranted. Future versions might include push notifications to facilitate engagement in the additional app features.
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Affiliation(s)
- Corey R. Roos
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Brian Kiluk
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Kathleen M. Carroll
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | | | - Chung Jung Mun
- Edson College of Nursing and Health Innovation, AZ State University, Tempe, AZ, USA
| | - Margarita Sala
- Ferkauf Graduate School of Psychology, Yeshiva University, New York, NY, USA
| | - Megan Kirouac
- Center on Alcohol, Substance Use, and Addiction, Department of Psychology, University of New Mexico, Albuquerque, NM, USA
| | - Elena Stein
- Medical Center, VA Puget Sound Health Care System, Seattle, VA, USA
| | - Maya John
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Robert Palmer
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
- Department of Psychiatry, University of New Mexico, Albuquerque, NM, USA
| | - Andrew DeBenedictis
- Department of Mental Health Counseling, Boston College, Chestnut Hill, MA, USA
| | | | - Angela M. Haeny
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Declan Barry
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Lisa M. Fucito
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
| | - Sarah Bowen
- Department of Psychology, Pacific University
| | - Katie Witkiewitz
- Center on Alcohol, Substance Use, and Addiction, Department of Psychology, University of New Mexico, Albuquerque, NM, USA
| | - Hedy Kober
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA
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Businelle MS, Perski O, Hébert ET, Kendzor DE. Mobile Health Interventions for Substance Use Disorders. Annu Rev Clin Psychol 2024; 20:49-76. [PMID: 38346293 DOI: 10.1146/annurev-clinpsy-080822-042337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/15/2024]
Abstract
Substance use disorders (SUDs) have an enormous negative impact on individuals, families, and society as a whole. Most individuals with SUDs do not receive treatment because of the limited availability of treatment providers, costs, inflexible work schedules, required treatment-related time commitments, and other hurdles. A paradigm shift in the provision of SUD treatments is currently underway. Indeed, with rapid technological advances, novel mobile health (mHealth) interventions can now be downloaded and accessed by those that need them anytime and anywhere. Nevertheless, the development and evaluation process for mHealth interventions for SUDs is still in its infancy. This review provides a critical appraisal of the significant literature in the field of mHealth interventions for SUDs with a particular emphasis on interventions for understudied and underserved populations. We also discuss the mHealth intervention development process, intervention optimization, and important remaining questions.
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Affiliation(s)
- Michael S Businelle
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA;
- Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
| | - Olga Perski
- Herbert Wertheim School of Public Health and Human Longevity Science, University of California San Diego, La Jolla, California, USA
- Faculty of Social Sciences, Tampere University, Tampere, Finland
| | - Emily T Hébert
- Department of Health Promotion and Behavioral Sciences, University of Texas Health Science Center at Houston, Austin, Texas, USA
| | - Darla E Kendzor
- TSET Health Promotion Research Center, Stephenson Cancer Center, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA;
- Department of Family and Preventive Medicine, University of Oklahoma Health Sciences Center, Oklahoma City, Oklahoma, USA
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Bendotti H, Ireland D, Lawler S, Oates D, Gartner C, Marshall HM. Introducing Quin: The Design and Development of a Prototype Chatbot to Support Smoking Cessation. Nicotine Tob Res 2024; 26:612-620. [PMID: 37936253 PMCID: PMC11033568 DOI: 10.1093/ntr/ntad217] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/25/2023] [Revised: 09/16/2023] [Accepted: 10/23/2023] [Indexed: 11/09/2023]
Abstract
INTRODUCTION Chatbots emulate human-like interactions and may usefully provide on-demand access to tailored smoking cessation support. We have developed a prototype smartphone application-based smoking cessation chatbot, named Quin, grounded in real-world, evidence-, and theory-based smoking cessation counseling sessions. METHODS Conversation topics and interactions in Quitline counseling sessions (N = 30; 18 h) were characterized using thematic, content, and proponent analyses of transcripts. Quin was created by programming this content using a chatbot framework which interacts with users via speech to text. Reiterative changes and additions were made to the conversation structure and dialogue following regular consultation with a multidisciplinary team from relevant fields, and from evidence-based resources. RESULTS Chatbot conversations were encoded into initial and scheduled follow-up "appointments." Collection of demographic information, and smoking and quit history, informed tailored discussion about pharmacotherapy preferences, behavioral strategies, and social and professional support to form a quit plan. Follow-up appointments were programmed to check in on user progress, review elements of the quit plan, answer questions, and solve issues. Quin was programmed to include teachable moments and educational content to enhance health literacy and informed decision-making. Personal agency is encouraged through exploration and self-reflection of users' personal behaviors, experiences, preferences, and ideas. CONCLUSIONS Quin's successful development represents a movement toward improving access to personalized smoking cessation support. Qualitative foundations of Quin provide greater insight into the smoking cessation counseling relationship and enhances the conversational ability of the technology. The prototype chatbot will be refined through beta-testing with end users and stakeholders prior to evaluation in a clinical trial. IMPLICATIONS Our novel study provides transparent description of the translation of qualitative evidence of real-world smoking cessation counseling sessions into the design and development of a prototype smoking cessation chatbot. The successful iterative development of Quin not only embodies the science and art of health promotion, but also a step forward in expanding the reach of tailored, evidence based, in-pocket support for people who want to quit smoking.
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Affiliation(s)
- Hollie Bendotti
- Thoracic Research Centre, Faculty of Medicine, University of Queensland, Chermside, Queensland, Australia
- The Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Herston, Queensland, Australia
| | - David Ireland
- The Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Herston, Queensland, Australia
| | - Sheleigh Lawler
- School of Public Health, Faculty of Medicine, University of Queensland, Herston, Queensland, Australia
| | - David Oates
- The Australian e-Health Research Centre, Commonwealth Scientific and Industrial Research Organisation, Herston, Queensland, Australia
| | - Coral Gartner
- NHMRC Centre of Research Excellence on Achieving the Tobacco Endgame, School of Public Health, University of Queensland, Herston, Queensland, Australia
| | - Henry M Marshall
- Thoracic Research Centre, Faculty of Medicine, University of Queensland, Chermside, Queensland, Australia
- Department of Thoracic Medicine, The Prince Charles Hospital, Metro North Hospital and Health Service, Chermside, Queensland, Australia
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Anmella G, Primé-Tous M, Segú X, Solanes A, Ruíz V, Martín-Villalba I, Morilla I, Also-Fontanet A, Sant E, Murgui S, Sans-Corrales M, Murru A, Zahn R, Young AH, Vicens V, Viñas-Bardolet C, Martínez-Cerdá JF, Blanch J, Radua J, Fullana MÀ, Cavero M, Vieta E, Hidalgo-Mazzei D. PRimary carE digital Support ToOl in mental health (PRESTO): Design, development and study protocols. SPANISH JOURNAL OF PSYCHIATRY AND MENTAL HEALTH 2024; 17:114-125. [PMID: 33933665 DOI: 10.1016/j.rpsm.2021.04.003] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/02/2021] [Revised: 03/22/2021] [Accepted: 04/19/2021] [Indexed: 12/24/2022]
Abstract
BACKGROUND About 30-50% of Primary Care (PC) users in Spain suffer mental health problems, mostly mild to moderate anxious and depressive symptoms, which account for 2% of Spain's total Gross domestic product and 50% of the costs associated to all mental disorders. Mobile health tools have demonstrated to cost-effectively reduce anxious and depressive symptoms while machine learning (ML) techniques have shown to accurately detect severe cases. The main aim of this project is to develop a comprehensive ML digital support platform (PRESTO) to cost-effectively screen, assess, triage, and provide personalized treatments for anxious and depressive symptoms in PC. METHODS The project will be carried out in 3 complementary phases: First, a ML predictive severity model will be built based on all the cases referred to the PC mental health support programme during the last 5 years in Catalonia. Simultaneously, a smartphone app to monitor and deliver psychological interventions for anxiety and depressive symptoms will be developed and tested in a clinical trial. Finally, the ML models and the app will be integrated in a comprehensive decision-support platform (PRESTO) which will triage and assign to each patient a specific intervention based on individual personal and clinical characteristics. The effectiveness of PRESTO to reduce waiting times in receiving mental healthcare will be tested in a stepped-wedge cluster randomized controlled trial in 5 PC centres. DISCUSSION PRESTO will offer timely and personalized cost-effective mental health treatment to people with mild to moderate anxious and depressive symptoms. This will result in a reduction of the burden of mental health problems in PC and on society as a whole. TRIAL REGISTRATION The project and their clinical trials were registered in Clinical Trials.gov: NCT04559360 (September 2020).
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Affiliation(s)
- Gerard Anmella
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; Digital Innovation Group, Bipolar and Depressive Disorders Unit, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain
| | - Mireia Primé-Tous
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Xavier Segú
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Aleix Solanes
- Mental Health Research Networking Center (CIBERSAM), Madrid, Spain; Imaging of Mood- and Anxiety-Related Disorders (IMARD) group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Victoria Ruíz
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Inés Martín-Villalba
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain
| | - Ivette Morilla
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain
| | - Antonieta Also-Fontanet
- CAP Casanova, Consorci d'Atenció Primaria de Salut Barcelona Esquerra (CAPSBE), Barcelona, Catalonia, Spain
| | - Elisenda Sant
- CAP Casanova, Consorci d'Atenció Primaria de Salut Barcelona Esquerra (CAPSBE), Barcelona, Catalonia, Spain
| | - Sandra Murgui
- CAP Borrell, Consorci d'Atenció Primaria de Salut Barcelona Esquerra (CAPSBE), Barcelona, Catalonia, Spain
| | - Mireia Sans-Corrales
- CAP Borrell, Consorci d'Atenció Primaria de Salut Barcelona Esquerra (CAPSBE), Barcelona, Catalonia, Spain
| | - Andrea Murru
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; Digital Innovation Group, Bipolar and Depressive Disorders Unit, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain
| | - Roland Zahn
- Centre for Affective Disorders, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Allan H Young
- Centre for Affective Disorders, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom
| | - Victor Vicens
- Chief Medical Officer and co-founder of Abi Global Health, Spain
| | - Clara Viñas-Bardolet
- Data Analytics Programme for Health Research and Innovation (PADRIS) from the Catalan Agency for Health Quality and Evaluation (AQuAS), Catalonia, Spain
| | - Juan Francisco Martínez-Cerdá
- Data Analytics Programme for Health Research and Innovation (PADRIS) from the Catalan Agency for Health Quality and Evaluation (AQuAS), Catalonia, Spain
| | - Jordi Blanch
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain; Chief Medical Officer and co-founder of Abi Global Health, Spain; Director of the Mental Health and Addiction Programme, Department of Health, Generalitat de Catalunya, Spain; President of the European Association of Psychosomatic Medicine, Spain
| | - Joaquim Radua
- Mental Health Research Networking Center (CIBERSAM), Madrid, Spain; Imaging of Mood- and Anxiety-Related Disorders (IMARD) group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain; Early Psychosis: Interventions and Clinical-detection (EPIC) Lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom; Centre for Psychiatric Research and Education, Department of Clinical Neuroscience, Karolinska Institutet, Stockholm, Sweden
| | - Miquel-Àngel Fullana
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain; Imaging of Mood- and Anxiety-Related Disorders (IMARD) group, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain
| | - Myriam Cavero
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain
| | - Eduard Vieta
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; Digital Innovation Group, Bipolar and Depressive Disorders Unit, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain
| | - Diego Hidalgo-Mazzei
- Department of Psychiatry and Psychology, Institute of Neuroscience, Hospital Clínic de Barcelona, 170 Villarroel st, 12-0, 08036 Barcelona, Catalonia, Spain; Digital Innovation Group, Bipolar and Depressive Disorders Unit, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Catalonia, Spain; University of Barcelona, Barcelona, Catalonia, Spain; Mental Health Research Networking Center (CIBERSAM), Madrid, Spain; Centre for Affective Disorders, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.
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Vanderkruik RC, Ferguson C, Kobylski LA, Locascio JJ, Hamlett GE, Killenberg PC, Lewis R, Jones N, Rossa ET, Dineen H, Picard R, Cohen LS. Testing a Behavioral Activation Gaming App for Depression During Pregnancy: Multimethod Pilot Study. JMIR Form Res 2024; 8:e44029. [PMID: 38277191 PMCID: PMC10858420 DOI: 10.2196/44029] [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: 11/06/2022] [Revised: 11/17/2023] [Accepted: 11/20/2023] [Indexed: 01/27/2024] Open
Abstract
BACKGROUND Depression during pregnancy is increasingly recognized as a worldwide public health problem. If untreated, there can be detrimental outcomes for the mother and child. Anxiety is also often comorbid with depression. Although effective treatments exist, most women do not receive treatment. Technology is a mechanism to increase access to and engagement in mental health services. OBJECTIVE The Guardians is a mobile app, grounded in behavioral activation principles, which seeks to leverage mobile game mechanics and in-game rewards to encourage user engagement. This study seeks to assess app satisfaction and engagement and to explore changes in clinical symptoms of depression and anxiety among a sample of pregnant women with elevated depressive symptoms. METHODS This multimethod pilot test consisted of a single-arm, proof-of-concept trial to examine the feasibility and acceptability of The Guardians among a pregnant sample with depression (N=18). Participation included two web-based study visits: (1) a baseline assessment to collect demographic and obstetric information and to assess clinical symptoms and (2) an exit interview to administer follow-up measures and explore user experience. Participants completed biweekly questionnaires (ie, Patient Health Questionnaire-9 and Generalized Anxiety Disorder-7) during the trial to assess depression and anxiety symptom severity. App satisfaction was measured using 2 self-report scales (ie, Mobile Application Rating Scale and Player Experience of Needs Satisfaction scale). Engagement with The Guardians was captured using game interaction metric data. We used backward-eliminated mixed effects longitudinal models to examine the effects of app engagement and satisfaction and length of time in the study on symptoms of depression and anxiety. Content analysis was conducted on qualitative data from exit interviews. RESULTS The 15-day and 30-day overall app retention rates were 26.6% and 15.1%, respectively. Mixed effects models found significant negative main effects of week in study (β=-.35; t61=-3.05; P=.003), number of activities completed (β=-.12; t61=-2.05; P=.04), days played (β=-.12; t58=-2.9; P=.005), and satisfaction, according to the Mobile Application Rating Scale (β=-3.05; t45=-2.19; P=.03) on depressive symptoms. We have reported about similar analyses for anxiety. There is preliminary evidence suggesting harder activities are associated with greater mood improvement than easier activities. Qualitative content analysis resulted in feedback falling under the following themes: activities, app design, engagement, fit of the app with lifestyle, perceived impact of the app on mood, and suggestions for app modifications. CONCLUSIONS Preliminary results from this multimethod study of The Guardians indicate feasibility and acceptability among pregnant women with depression. Retention and engagement levels were more than double those of previous public mental health apps, and use of the app was associated with significant decrease in depressive symptom scores over the 10-week trial. The Guardians shows promise as an effective and scalable digital intervention to support women experiencing depression.
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Affiliation(s)
- Rachel C Vanderkruik
- Center for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
| | - Craig Ferguson
- MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Lauren A Kobylski
- Center for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States
- Department of Psychological & Brain Sciences, George Washington University, Washington, DC, United States
| | - Joseph J Locascio
- Department of Neurology, Harvard Medical School, Boston, MA, United States
| | | | - Parker C Killenberg
- Center for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States
| | - Robert Lewis
- MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Noah Jones
- MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Ella T Rossa
- Center for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States
| | - Hannah Dineen
- Center for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States
| | - Rosalind Picard
- MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Lee S Cohen
- Center for Women's Mental Health, Massachusetts General Hospital, Boston, MA, United States
- Department of Psychiatry, Harvard Medical School, Boston, MA, United States
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Buck B, Wingerson M, Whiting E, Snyder J, Monroe-DeVita M, Ben-Zeev D. User-Centered Development of Bolster, an mHealth Intervention for Early Psychosis Caregivers: Needs Assessment, Prototyping, and Field Trial. JMIR Ment Health 2023; 10:e50522. [PMID: 38032692 PMCID: PMC10722359 DOI: 10.2196/50522] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/05/2023] [Revised: 10/09/2023] [Accepted: 10/21/2023] [Indexed: 12/01/2023] Open
Abstract
BACKGROUND Caregivers play a critical role in the treatment and recovery of youth and young adults at risk for psychosis. Caregivers often report feeling isolated, overwhelmed, and lacking in resources. Mobile health (mHealth) has the potential to provide scalable, accessible, and in-the-moment support to caregivers. To date, few if any mHealth resources have been developed specifically for this population. OBJECTIVE The aim of this study was to conduct user-centered design and testing of an mHealth intervention to support early psychosis caregivers. METHODS We conducted a multiphase user-centered development process to develop the Bolster mobile app. In phase 1, a total of 21 caregivers were recruited to participate in a qualitative needs assessment and respond to an initial prototype of the Bolster platform. Content analysis was used to identify key needs and design objectives, which guided the development of the Bolster mobile app. In phase 2, a total of 11 caregivers were recruited to participate in a 1-week field trial wherein they provided qualitative and quantitative feedback regarding the usability and acceptability of Bolster; in addition, they provided baseline and posttest assessments of the measures of distress, illness appraisals, and family communication. RESULTS In phase 1, participants identified psychoeducation, communication coaching, a guide to seeking services, and support for coping as areas to address. Live prototype interaction sessions led to multiple design objectives, including ensuring that messages from the platform were actionable and tailored to the caregiver experience, delivering messages in multiple modalities (eg, video and text), and eliminating a messaging-style interface. These conclusions were used to develop the final version of Bolster tested in the field trial. In phase 2, of the 11 caregivers, 10 (91%) reported that they would use Bolster if they had access to it and would recommend it to another caregiver. They also reported marked changes in their appraisals of illness (Cohen d=0.55-0.68), distress (Cohen d=1.77), and expressed emotion (Cohen d=0.52). CONCLUSIONS To our knowledge, this study is the first to design an mHealth intervention specifically for early psychosis caregivers. Preliminary data suggest that Bolster is usable, acceptable, and promising to improve key targets and outcomes. A future fully powered clinical trial will help determine whether mHealth can reduce caregiver burdens and increase engagement in services among individuals affected by psychosis.
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Affiliation(s)
- Benjamin Buck
- Behavioral Research in Technology and Engineering (BRiTE) Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Mary Wingerson
- Behavioral Research in Technology and Engineering (BRiTE) Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Erica Whiting
- Behavioral Research in Technology and Engineering (BRiTE) Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Jaime Snyder
- Information School, University of Washington, Seattle, WA, United States
| | - Maria Monroe-DeVita
- Supporting Psychosis Innovation through Research Implementation and Training (SPIRIT) Lab, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Dror Ben-Zeev
- Behavioral Research in Technology and Engineering (BRiTE) Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
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Aneni K, Fernandes CSF, Hoerner LA, Szapary C, Pendergrass Boomer TM, Fiellin LE. A Video Game Intervention to Prevent Opioid Misuse Among Older Adolescents: Development and Preimplementation Study. JMIR Serious Games 2023; 11:e46912. [PMID: 37921851 PMCID: PMC10656656 DOI: 10.2196/46912] [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: 03/02/2023] [Revised: 07/31/2023] [Accepted: 09/08/2023] [Indexed: 11/04/2023] Open
Abstract
BACKGROUND Opioid misuse and mental disorders are highly comorbid conditions. The ongoing substance misuse and mental health crises among adolescents in the United States underscores the importance of widely scalable substance misuse preventive interventions that also address mental health risks. Serious video games offer an engaging, widely scalable method for delivering and implementing preventive interventions. However, there are no video game interventions that focus on preventing opioid misuse among older adolescents, and there are limited existing video game interventions that address mental health. OBJECTIVE This study aims to develop and conduct a formative evaluation of a video game intervention to prevent opioid misuse and promote mental health among adolescents aged 16-19 years (PlaySmart). We conducted formative work in preparation for a subsequent randomized controlled trial. METHODS We conducted development and formative evaluation of PlaySmart in 3 phases (development, playtesting, and preimplementation) through individual interviews and focus groups with multiple stakeholders (adolescents: n=103; school-based health care providers: n=51; and addiction treatment providers: n=6). PlaySmart content development was informed by the health belief model, the theory of planned behavior, and social cognitive theory. User-centered design principles informed the approach to development and play testing. The Exploration, Preparation, Implementation, and Sustainability framework informed preimplementation activities. Thematic analysis was used to identify themes from interviews and focus groups that informed PlaySmart game content and approaches to future implementation of PlaySmart. RESULTS We developed a novel video game PlaySmart for older adolescents that addresses the risk and protective factors for opioid misuse and mental health. Nine themes emerged from the focus groups that provided information regarding game content. Playtesting revealed areas of the game that required improvement, which were modified for the final game. Preimplementation focus groups identified potential barriers and facilitators for implementing PlaySmart in school settings. CONCLUSIONS PlaySmart offers a promising digital intervention to address the current opioid and mental health crises among adolescents in a scalable manner.
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Affiliation(s)
- Kammarauche Aneni
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Biomedical Informatics and Data Science, Yale University School of Medicine, New Haven, CT, United States
| | - Claudia-Santi F Fernandes
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Biomedical Informatics and Data Science, Yale University School of Medicine, New Haven, CT, United States
| | - Lily A Hoerner
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, United States
| | - Claire Szapary
- Yale School of Public Health, New Haven, CT, United States
| | | | - Lynn E Fiellin
- Child Study Center, Yale University School of Medicine, New Haven, CT, United States
- Department of Internal Medicine, Yale University School of Medicine, New Haven, CT, United States
- Yale School of Public Health, New Haven, CT, United States
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Abufarsakh B, Scarduzio J, Okoli C. Smoking Cessation Barriers among Individuals with Mental Illnesses: A Qualitative Study of Patients' and Healthcare Providers' Perspectives. Issues Ment Health Nurs 2023; 44:1159-1166. [PMID: 37819773 DOI: 10.1080/01612840.2023.2255261] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/13/2023]
Abstract
In this paper we aimed to explore: (1) challenges that people with mental illnesses (MIs) describe in engaging in smoking cessation, (2) challenges that mental health providers (MHPs) perceive that people living with MIs face, and (3) how the perceived challenges are similar and/or different from both perspectives. Semi-structured interviews were used to obtain narrative data from 16 MHPs and 13 psychiatric inpatients with MIs. We identified themes purport societal, group, and individual factors may influence smoking cessation treatment engagement. The scope of the perceived challenges appeared varied in the narratives of MHPs as compared to those with MI.
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Affiliation(s)
| | | | - Chizimuzo Okoli
- College of Nursing, University of Kentucky, Lexington, Kentucky, USA
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9
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Sawyer C, McKeon G, Hassan L, Onyweaka H, Martinez Agulleiro L, Guinart D, Torous J, Firth J. Digital health behaviour change interventions in severe mental illness: a systematic review. Psychol Med 2023; 53:6965-7005. [PMID: 37759417 PMCID: PMC10719689 DOI: 10.1017/s0033291723002064] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/05/2023] [Revised: 06/13/2023] [Accepted: 07/03/2023] [Indexed: 09/29/2023]
Abstract
The use of digital technologies as a method of delivering health behaviour change (HBC) interventions is rapidly increasing across the general population. However, the role in severe mental illness (SMI) remains overlooked. In this study, we aimed to systematically identify and evaluate all of the existing evidence around digital HBC interventions in people with an SMI. A systematic search of online electronic databases was conducted. Data on adherence, feasibility, and outcomes of studies on digital HBC interventions in SMI were extracted. Our combined search identified 2196 titles and abstracts, of which 1934 remained after removing duplicates. Full-text screening was performed for 107 articles, leaving 36 studies to be included. From these, 14 focused on physical activity and/or cardio-metabolic health, 19 focused on smoking cessation, and three concerned other health behaviours. The outcomes measured varied considerably across studies. Although over 90% of studies measuring behavioural changes reported positive changes in behaviour/attitudes, there were too few studies collecting data on mental health to determine effects on psychiatric outcomes. Digital HBC interventions are acceptable to people with an SMI, and could present a promising option for addressing behavioural health in these populations. Feedback indicated that additional human support may be useful for promoting adherence/engagement, and the content of such interventions may benefit from more tailoring to specific needs. While the literature does not yet allow for conclusions regarding efficacy for mental health, the available evidence to date does support their potential to change behaviour across various domains.
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Affiliation(s)
- Chelsea Sawyer
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, UK
| | - Grace McKeon
- School of Population Health, University of New South Wales, Randwick, NSW 2052, Australia
- Discipline of Psychiatry and Mental Health, University of New South Wales, Randwick, NSW 2052, Australia
| | - Lamiece Hassan
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, UK
| | - Henry Onyweaka
- Department of Psychiatry, Harvard Medical School, Boston, MA, USA
- Department of Psychiatry, Massachusetts General/Mclean Hospital, Boston, MA, USA
| | - Luis Martinez Agulleiro
- Department of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, NY, USA
| | - Daniel Guinart
- Hospital del Mar Research Institute, Institut de Salut Mental, Hospital del Mar, Barcelona, Spain
- Centro de Investigacion Biomedica en Red de Salud Mental (CIBERSAM), Spain
- Department of Psychiatry, the Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, New York, USA
| | - John Torous
- Department of Psychiatry, Institute for Behavioral Science, Feinstein Institutes for Medical Research, Manhasset, NY, USA
- Zucker School of Medicine at Northwell/Hofstra, New York, NY, USA
- Department of Psychiatry, Beth Israel Deaconess Hospital, Boston, MA, USA
| | - Joseph Firth
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, UK
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester M13 9PL, UK
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10
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Martinez Agulleiro L, Patil B, Firth J, Sawyer C, Amann BL, Fonseca F, Torrens M, Perez V, Castellanos FX, Kane JM, Guinart D. A systematic review of digital interventions for smoking cessation in patients with serious mental illness. Psychol Med 2023; 53:4856-4868. [PMID: 37161690 PMCID: PMC10476065 DOI: 10.1017/s003329172300123x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/12/2023] [Revised: 04/06/2023] [Accepted: 04/12/2023] [Indexed: 05/11/2023]
Abstract
Tobacco smoking is highly prevalent among patients with serious mental illness (SMI), with known deleterious consequences. Smoking cessation is therefore a prioritary public health challenge in SMI. In recent years, several smoking cessation digital interventions have been developed for non-clinical populations. However, their impact in patients with SMI remains uncertain. We conducted a systematic review to describe and evaluate effectiveness, acceptability, adherence, usability and safety of digital interventions for smoking cessation in patients with SMI. PubMed/MEDLINE, EMBASE, CINAHL, Web of Science, PsychINFO and the Cochrane Tobacco Addiction Group Specialized Register were searched. Studies matching inclusion criteria were included and their information systematically extracted by independent investigators. Thirteen articles were included, which reported data on nine different digital interventions. Intervention theoretical approaches ranged from mobile contingency management to mindfulness. Outcome measures varied widely between studies. The highest abstinence rates were found for mSMART MIND (7-day point-prevalent abstinence: 16-40%). Let's Talk About Quitting Smoking reported greater acceptability ratings, although this was not evaluated with standardized measures. Regarding usability, Learn to Quit showed the highest System Usability Scale scores [mean (s.d.) 85.2 (15.5)]. Adverse events were rare and not systematically reported. Overall, the quality of the studies was fair to good. Digitally delivered health interventions for smoking cessation show promise for improving outcomes for patients with SMI, but lack of availability remains a concern. Larger trials with harmonized assessment measures are needed to generate more definitive evidence and specific recommendations.
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Affiliation(s)
- Luis Martinez Agulleiro
- Department of Child and Adolescent Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
| | - Bhagyashree Patil
- Department of Psychiatry, Maimonides Medical Center, Brooklyn, NY, USA
| | - Joseph Firth
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK, M13 9 PL
| | - Chelsea Sawyer
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester, UK, M13 9 PL
| | - Benedikt L. Amann
- Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar, Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto Carlos III, Madrid, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Francina Fonseca
- Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar, Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Marta Torrens
- Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar, Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Universitat Autònoma de Barcelona, Bellaterra, Spain
- Universitat de Vic i Central de Catalunya, Vic, Spain
| | - Victor Perez
- Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar, Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto Carlos III, Madrid, Spain
- Universitat Pompeu Fabra, Barcelona, Spain
| | - Francisco Xavier Castellanos
- Department of Child and Adolescent Psychiatry, New York University Grossman School of Medicine, New York, NY, USA
- Nathan Kline Institute for Psychiatric Research, Orangeburg, NY, USA
| | - John M. Kane
- Department of Psychiatry Research, The Zucker Hillside Hospital, Glen Oaks, NY, USA
- Institute of Behavioral Science, Feinstein Institutes for Medical Research, Manhasset, NY, USA
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY, USA
| | - Daniel Guinart
- Institute of Neuropsychiatry and Addictions (INAD), Parc de Salut Mar, Barcelona, Spain
- Hospital del Mar Medical Research Institute (IMIM), Barcelona, Spain
- Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto Carlos III, Madrid, Spain
- Department of Psychiatry Research, The Zucker Hillside Hospital, Glen Oaks, NY, USA
- Institute of Behavioral Science, Feinstein Institutes for Medical Research, Manhasset, NY, USA
- The Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Manhasset, NY, USA
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11
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Veldmeijer L, Terlouw G, Van Os J, Van Dijk O, Van 't Veer J, Boonstra N. The Involvement of Service Users and People With Lived Experience in Mental Health Care Innovation Through Design: Systematic Review. JMIR Ment Health 2023; 10:e46590. [PMID: 37490326 PMCID: PMC10410372 DOI: 10.2196/46590] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/17/2023] [Revised: 05/10/2023] [Accepted: 06/16/2023] [Indexed: 07/26/2023] Open
Abstract
BACKGROUND Mental health care faces challenges that not only necessitate innovation but also require the involvement of service users and people with lived experience in developing and evaluating mental health care services. As the development of digital interventions is becoming more prevalent, design approaches are increasingly finding their way into mental health. There is evidence that these approaches can successfully integrate user experience into mental health services. However, there is no clear overview of the studies conducted and the lessons learned concerning the involvement of service users and people with lived experience. OBJECTIVE In this systematic review, we aimed to provide an overview of the involvement of service users and people with lived experience in mental health care services through design approaches and to synthesize the advantages of design approaches in mental health care. METHODS The following 5 databases were searched for relevant abstracts: PsycINFO, PubMed, Web of Science, Scopus, and Embase. In addition, 2 health design journal archives, Design for Health and The Journal of Health Design, were searched. To categorize the results, we collected the reported added value from the included articles and conducted a thematic synthesis in which the themes were developed from the retrieved data. The themes were discussed, revised, and checked until saturation was achieved. RESULTS We included and categorized 33 papers. Most studies involved service users, primarily adults, and used various design approaches. Most of these studies aimed to design or evaluate digital interventions. Service users and people with lived experience were involved in different roles but never as decision makers. Studies that used co-design approaches exhibited the highest levels of involvement. Various added values were reported, including tailoring and testing interventions and digital interventions, improving engagement and collaboration, gathering the needs of stakeholders, and empowering participants as resourceful actors. The challenges reported were maintaining participants' continued participation throughout the study, managing the iterative nature of design, providing a safe space, balancing insights from design and medical science, and navigating design processes in medical environments. CONCLUSIONS This systematic review provides an overview of the studies that used design approaches to involve service users and people with lived experience in mental health care innovation. Design approaches have advantages in mental health care innovation, offering added value and having manageable challenges. Future studies using design approaches in mental health care should involve participants as partners and decision makers and report on collaboration in a systematic and clear manner.
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Affiliation(s)
- Lars Veldmeijer
- Department of Psychiatry, Utrecht University Medical Center, Utrecht, Netherlands
- Department of Healthcare and Welfare, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands
| | - Gijs Terlouw
- Department of Healthcare and Welfare, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands
| | - Jim Van Os
- Department of Psychiatry, Utrecht University Medical Center, Utrecht, Netherlands
| | - Olga Van Dijk
- NHL Stenden Library, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands
| | - Job Van 't Veer
- Department of Healthcare and Welfare, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands
| | - Nynke Boonstra
- Department of Psychiatry, Utrecht University Medical Center, Utrecht, Netherlands
- Department of Healthcare and Welfare, NHL Stenden University of Applied Sciences, Leeuwarden, Netherlands
- KieN VIP Mental Health Care Services, Leeuwarden, Netherlands
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12
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Mavragani A, Siegel KR, Dickerman SR, Todi AA, Kahler CW, Park ER, Hoeppner SS. Testing the Outcomes of a Smoking Cessation Smartphone App for Nondaily Smokers: Protocol for a Proof-of-concept Randomized Controlled Trial. JMIR Res Protoc 2023; 12:e40867. [PMID: 36787172 PMCID: PMC9975937 DOI: 10.2196/40867] [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: 07/08/2022] [Revised: 11/03/2022] [Accepted: 11/18/2022] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Nondaily smoking is a widespread, increasingly prevalent pattern of smoking, particularly in ethnic minority and vulnerable populations. To date, no effective treatment approach for this type of smokers has been identified. OBJECTIVE This study aims to use a randomized controlled trial to evaluate proof-of-concept markers of the Smiling instead of Smoking (SiS) app, a smoking cessation smartphone app designed specifically for nondaily smokers. This app was developed iteratively and is now in its third version. Previous studies have demonstrated acceptability and feasibility when participants were onboarded in person (study 1) and remotely (study 2) and showed within-person changes in line with hypothesized mechanisms of change. This is the first randomized test of this app. METHODS In total, 225 adult nondaily smokers will be asked to undertake a quit attempt while using smoking cessation support materials for a period of 7 weeks. Participants will be randomized to use the SiS smartphone app, the National Cancer Institute smartphone app QuitGuide, or the National Cancer Institute smoking cessation brochure "Clearing the Air." Participants will take part in a 15-minute scripted onboarding phone call during which study staff will introduce participants to their support materials. Survey links will be sent 2, 6, 12, and 24 weeks after the participants' initially chosen quit date. The primary outcome is self-efficacy to remain abstinent from smoking at treatment end, measured using the Smoking Self-Efficacy Questionnaire. Secondary outcomes cover several domains relevant to treatment development and implementation: treatment acceptability (eg, satisfaction with smoking cessation support, measured using the Client Satisfaction Questionnaire, and app usability, measured using the System Usability Scale); treatment feasibility (eg, measured using the number of days participants used the SiS or QuitGuide app during the prescribed treatment period); and, in an exploratory way, treatment efficacy assessed using self-reported 30-day point prevalence abstinence. RESULTS Recruitment began in January 2021 and ended June 2022. The final 24-week follow-up was completed in January 2023. This trial is funded by the American Cancer Society. CONCLUSIONS This study is designed to test whether the prescribed use of the SiS app results in greater self-efficacy to abstain from smoking in nondaily smokers than commonly recommended alternative treatments and whether the SiS app treatment is acceptable and feasible. Positive results will mean that the SiS app warrants testing in a large-scale randomized controlled trial to test its effectiveness in supporting smoking cessation in nondaily smokers. The design of this study also provides insights into issues pertinent to smoking cessation smartphone app treatment development and implementation by measuring, in a randomized design, markers of treatment satisfaction, engagement with the technology and content of the treatment, and adherence to the treatment plan. TRIAL REGISTRATION ClinicalTrials.gov NCT04672239; https://clinicaltrials.gov/ct2/show/NCT04672239. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/40867.
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Affiliation(s)
| | - Kaitlyn R Siegel
- Recovery Research Institute, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Sarah R Dickerman
- Biobehavioral Laboratory, Department of Psychiatry, Boston Children's Hospital, Harvard Medical School, Boston, MA, United States
| | - Akshiti A Todi
- Department of Psychiatry, University of Oxford, Oxford, United Kingdom
| | - Christopher W Kahler
- Center for Alcohol and Addiction Studies, Department of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI, United States
| | - Elyse R Park
- Mongan Institute, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
| | - Susanne S Hoeppner
- OCD & Related Disorders Program, Department of Psychiatry, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States
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13
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Dhinagaran DA, Martinengo L, Ho MHR, Joty S, Kowatsch T, Atun R, Tudor Car L. Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework. JMIR Mhealth Uhealth 2022; 10:e38740. [PMID: 36194462 PMCID: PMC9579935 DOI: 10.2196/38740] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Revised: 08/02/2022] [Accepted: 08/26/2022] [Indexed: 11/17/2022] Open
Abstract
BACKGROUND Conversational agents (CAs), also known as chatbots, are computer programs that simulate human conversations by using predetermined rule-based responses or artificial intelligence algorithms. They are increasingly used in health care, particularly via smartphones. There is, at present, no conceptual framework guiding the development of smartphone-based, rule-based CAs in health care. To fill this gap, we propose structured and tailored guidance for their design, development, evaluation, and implementation. OBJECTIVE The aim of this study was to develop a conceptual framework for the design, evaluation, and implementation of smartphone-delivered, rule-based, goal-oriented, and text-based CAs for health care. METHODS We followed the approach by Jabareen, which was based on the grounded theory method, to develop this conceptual framework. We performed 2 literature reviews focusing on health care CAs and conceptual frameworks for the development of mobile health interventions. We identified, named, categorized, integrated, and synthesized the information retrieved from the literature reviews to develop the conceptual framework. We then applied this framework by developing a CA and testing it in a feasibility study. RESULTS The Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER) conceptual framework includes 8 iterative steps grouped into 3 stages, as follows: design, comprising defining the goal, creating an identity, assembling the team, and selecting the delivery interface; development, including developing the content and building the conversation flow; and the evaluation and implementation of the CA. They were complemented by 2 cross-cutting considerations-user-centered design and privacy and security-that were relevant at all stages. This conceptual framework was successfully applied in the development of a CA to support lifestyle changes and prevent type 2 diabetes. CONCLUSIONS Drawing on published evidence, the DISCOVER conceptual framework provides a step-by-step guide for developing rule-based, smartphone-delivered CAs. Further evaluation of this framework in diverse health care areas and settings and for a variety of users is needed to demonstrate its validity. Future research should aim to explore the use of CAs to deliver health care interventions, including behavior change and potential privacy and safety concerns.
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Affiliation(s)
| | - Laura Martinengo
- Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore, Singapore
| | - Moon-Ho Ringo Ho
- School of Social Sciences, Nanyang Technological University Singapore, Singapore, Singapore
| | - Shafiq Joty
- School of Computer Sciences and Engineering, Nanyang Technological University Singapore, Singapore, Singapore
| | - Tobias Kowatsch
- Institute for Implementation Science in Health Care, University of Zurich, Zurich, Switzerland
- School of Medicine, University of St Gallen, St Gallen, Switzerland
- Centre for Digital Health Interventions, Department of Management, Technology, and Economics, ETH Zurich, Zurich, Switzerland
- Future Health Technologies Programme, Campus for Research Excellence and Technological Enterprise, Singapore-ETH Centre, Singapore, Singapore
| | - Rifat Atun
- Department of Global Health & Population, Department of Health Policy & Management, Harvard TH Chan School of Public Health, Harvard University, Cambridge, MA, United States
- Department of Global Health and Social Medicine, Harvard Medical School, Harvard University, Cambridge, MA, United States
- Health Systems Innovation Lab, Harvard TH Chan School of Public Health, Harvard University, Cambridge, MA, United States
| | - Lorainne Tudor Car
- Lee Kong Chian School of Medicine, Nanyang Technological University Singapore, Singapore, Singapore
- Department of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom
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14
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Duffy A, Christie GJ, Moreno S. The Challenges Toward Real-world Implementation of Digital Health Design Approaches: Narrative Review. JMIR Hum Factors 2022; 9:e35693. [PMID: 36083628 PMCID: PMC9508664 DOI: 10.2196/35693] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Revised: 05/19/2022] [Accepted: 07/18/2022] [Indexed: 11/23/2022] Open
Abstract
BACKGROUND Digital health represents an important strategy in the future of health care delivery. Over the past decade, mobile health has accelerated the agency of health care users. Despite prevailing excitement about the potential of digital health, questions remain on efficacy, uptake, usability, and patient outcome. This challenge is confounded by 2 industries, digital and health, which have vastly different approaches to research, design, testing, and implementation. In this regard, there is a need to examine prevailing design approaches, weigh their benefits and challenges toward implementation, and recommend a path forward that synthesizes the needs of this complex stakeholder group. OBJECTIVE In this review, we aimed to study prominent digital health intervention design approaches that mediate the digital health space. In doing so, we sought to examine the origins, perceived benefits, contrasting nuances, challenges, and typical use-case scenarios of each methodology. METHODS A narrative review of digital health design approaches was performed between September 2020 and April 2021 by referencing keywords such as "digital health design," "mHealth design," "e-Health design," "agile health," and "agile healthcare." The studies selected after screening were those that discussed the design and implementation of digital health design approaches. A total of 120 studies were selected for full-text review, of which 62 (51.6%) were selected for inclusion in this review. RESULTS A review identifying the 5 overarching digital health design approaches was compiled: user-centered design, person-based design, human-centered design, patient-centered design, and patient-led design. The findings were synthesized in a narrative structure discussing the origins, advantages, disadvantages, challenges, and potential use-case scenarios. CONCLUSIONS Digital health is experiencing the growing pains of rapid expansion. Currently, numerous design approaches are being implemented to harmonize the needs of a complex stakeholder group. Whether the end user is positioned as a person, patient, or user, the challenge to synthesize the constraints and affordances of both digital design and health care, built equally around user satisfaction and clinical efficacy, remains paramount. Further research that works toward a transdisciplinarity in digital health may help break down friction in this field. Until digital health is viewed as a hybridized industry with unique requirements rather than one with competing interests, the nuances that each design approach posits will be difficult to realize in a real-world context. We encourage the collaboration of digital and health experts within hybrid design teams, through all stages of intervention design, to create a better digital health culture and design ethos.
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Affiliation(s)
- Anthony Duffy
- School of Interactive Arts & Technology, Simon Fraser University, Surrey, BC, Canada
| | | | - Sylvain Moreno
- School of Interactive Arts & Technology, Simon Fraser University, Surrey, BC, Canada
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15
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Sawyer C, Hassan L, Guinart D, Agulleiro LM, Firth J. Smoking Cessation Apps for People with Schizophrenia: How Feasible Are m-Health Approaches? Behav Sci (Basel) 2022; 12:bs12080265. [PMID: 36004836 PMCID: PMC9405387 DOI: 10.3390/bs12080265] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/30/2022] [Revised: 07/26/2022] [Accepted: 07/28/2022] [Indexed: 02/04/2023] Open
Abstract
Background: The large health disparities among those diagnosed with schizophrenia urgently need to be addressed. These disparities are partially caused by adverse health behaviours such as smoking. Smoking cessation apps vary in efficacy across various populations, and there are concerns regarding the accessibility and usability of apps for people with schizophrenia. Objective: This review identifies and examines the feasibility of using apps for smoking cessation in people with schizophrenia. Methods: A non-systematic narrative literature review of smoking cessation apps for individuals with schizophrenia was performed. Results: Eight studies were included in this review. Conclusion: Smoking cessation apps can be acceptable and feasible, but may need to be tailored to the needs of people with schizophrenia. Key messages: (1) Smoking cessation apps could be acceptable and feasible for use in people with schizophrenia; (2) Lack of motivation was perceived as the main potential barrier with regard to people with schizophrenia engaging with smoking cessation apps; (3) In order to improve motivation of people diagnosed with schizophrenia, apps could include games, rewards, and/or social support; (4) Smoking cessation apps with a simple interface seem to be beneficial for this population; (5) Apps may need to be tailored to consider this population's mental health needs.
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Affiliation(s)
- Chelsea Sawyer
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, UK; (C.S.); (L.H.)
| | - Lamiece Hassan
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, UK; (C.S.); (L.H.)
| | - Daniel Guinart
- Institut Hospital del Mar d’Investigacions Mèdiques (IMIM), Institut de Neuropsiquiatria i Addiccions (INAD), Hospital del Mar, CIBERSAM, 08003 Barcelona, Spain;
- Institute for Behavioral Science, Feinstein Institutes for Medical Research, Department of Psychiatry, Zucker School of Medicine at Northwell/Hofstra, New York, NY 11549, USA
| | | | - Joseph Firth
- Division of Psychology and Mental Health, The University of Manchester, Manchester Academic Health Science Centre, Manchester M13 9PL, UK; (C.S.); (L.H.)
- Greater Manchester Mental Health NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester M13 9PL, UK
- Correspondence:
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16
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Budenz A, Wiseman KP, Keefe B, Prutzman Y. User Engagement With Mood-Related Content on the National Cancer Institute Smokefree.Gov Initiative Cessation Resources. HEALTH EDUCATION & BEHAVIOR 2022; 49:613-617. [PMID: 35112581 PMCID: PMC9807027 DOI: 10.1177/10901981211073736] [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: 01/04/2023]
Abstract
AIMS This study aimed to examine engagement with mood-related content on the Smokefree.gov Initiative's smoking cessation resources. METHODS Smokefree.gov website analytics (July 2018-July 2019) were analyzed for user interactions with mood content on informational webpages and interactive self-assessment tools (mood quizzes, smoking quit plans). We also examined mood feature engagement (texting or pressing a command button for mood support) among text program and app users (July 2018-July 2019). RESULTS Mood webpage views comprised 1.5% of all Smokefree.gov webpage views. Depression quizzes represented 82.9% of quiz completions, and stress quizzes represented 0.4% of quiz completions. Stress, anxiety, and low mood were the most reported smoking triggers on quit plans. Approximately 7,000 text program users and 3,000 app users sought real-time mood support. CONCLUSIONS Given the importance of mood management in the smoking cessation process these findings demonstrate promising opportunities to increase the reach of mood support resources.
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Affiliation(s)
| | - Kara P. Wiseman
- University of Virginia School of Medicine, Charlottesville,
VA, USA
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17
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Néstor S, Carlos P, Cristina P, José MR, Ignacio B, Pilar S. TOBACCO USE DISORDER AND DUAL DISORDERS Joint statement by the Spanish Psychiatry Society and the Spanish Dual Disorders Society. ACTAS ESPANOLAS DE PSIQUIATRIA 2022; 50:77-138. [PMID: 35731182 PMCID: PMC11095114] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Received: 06/01/2022] [Accepted: 06/01/2022] [Indexed: 06/15/2023]
Abstract
Tobacco Use Disorder (TUD) is a health problem of the first order in the world population, affecting a vulnerable population, such as people with other mental disorders, whose morbidity and mortality are increased as a result.
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Affiliation(s)
- Szerman Néstor
- Instituto de Psiquiatría y Salud Mental, Hospital General Universitario Gregorio Marañón, Madrid, España. Miembro de la Sociedad Española de Patología Dual (SEPD)
| | - Parro Carlos
- Instituto de Psiquiatría y Salud Mental, Hospital General Universitario Gregorio Marañón, Madrid, España. Miembro de la Sociedad Española de Patología Dual (SEPD)
| | - Pinet Cristina
- Unidad Toxicomanías, Servicio de Psiquiatría, Hospital Sant Pau, Barcelona, España. Miembro de la Sociedad Española de Psiquiatría (SEP)
| | - Martínez-Raga José
- Departamento de Psiquiatría y Psicología Médica. Hospital Universitario Doctor Peset y Universitat de Valencia. Valencia, España. Miembro de la Sociedad Española de Patología Dual (SEPD)
| | - Basurte Ignacio
- Dirección médica de Psiquiatría y Salud Mental de la Clínica López Ibor. Madrid, España. Profesor vinculado de la Universidad Europea de Madrid. Madrid, España. Miembro de la Sociedad Española de Patología Dual (SEPD)
| | - Saiz Pilar
- Catedrática de Psiquiatría. Universidad de Oviedo, Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Instituto Universitario de Neurociencias del Principado de Asturias (INEUROPA), Instituto de Investigación sanitaria del Principado de Asturias (ISPA), Servicio de Salud del Principado de Asturias (SESPA). Asturias, España. Miembro de la Sociedad Española de Psiquiatría (SEP)
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18
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Crehan C, Chiume M, Mgusha Y, Dinga P, Hull-Bailey T, Normand C, Sassoon Y, Nkhoma D, Greenwood K, Lorencatto F, Lakhanpaul M, Heys M. Usability-Focused Development and Usage of NeoTree-Beta, an App for Newborn Care in a Low-Resource Neonatal Unit, Malawi. Front Public Health 2022; 10:793314. [PMID: 35570891 PMCID: PMC9096438 DOI: 10.3389/fpubh.2022.793314] [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] [Subscribe] [Scholar Register] [Received: 10/11/2021] [Accepted: 03/02/2022] [Indexed: 11/24/2022] Open
Abstract
Background Neonatal mortality is high in low-resource settings. NeoTree is a digital intervention for neonatal healthcare professionals (HCPs) aiming to achieve data-driven quality improvement and improved neonatal survival in low-resource hospitals. Optimising usability with end-users could help digital health interventions succeed beyond pilot stages in low-resource settings. Usability is the quality of a user's experience when interacting with an intervention, encompassing their effectiveness, efficiency, and overall satisfaction. Objective To evaluate the usability and usage of NeoTree beta-app and conduct Agile usability-focused intervention development. Method A real-world pilot of NeoTree beta-app was conducted over 6 months at Kamuzu Central Hospital neonatal unit, Malawi. Prior to deployment, think-aloud interviews were conducted to guide nurses through the app whilst voicing their thoughts aloud (n = 6). System Usability Scale (SUS) scores were collected before the implementation of NeoTree into usual clinical care and 6 months after implementation (n = 8 and 8). During the pilot, real-world user-feedback and user-data were gathered. Feedback notes were subjected to thematic analysis within an Agile “product backlog.” For usage, number of users, user-cadre, proportion of admissions/outcomes recorded digitally, and median app-completion times were calculated. Results Twelve overarching usability themes generated 57 app adjustments, 39 (68%) from think aloud analysis and 18 (32%) from the real-world testing. A total of 21 usability themes/issues with corresponding app features were produced and added to the app. Six themes relating to data collection included exhaustiveness of data schema, prevention of errors, ease of progression, efficiency of data entry using shortcuts, navigation of user interface (UI), and relevancy of content. Six themes relating to the clinical care included cohesion with ward process, embedded education, locally coherent language, adaptability of user-interface to available resources, and printout design to facilitate handover. SUS scores were above average (88.1 and 89.4 at 1 and 6 months, respectively). Ninety-three different HCPs of 5 cadres, recorded 1,323 admissions and 1,197 outcomes over 6 months. NeoTree achieved 100% digital coverage of sick neonates admitted. Median completion times were 16 and 8 min for admissions and outcomes, respectively. Conclusions This study demonstrates optimisation of a digital health app in a low-resource setting and could inform other similar usability studies apps in similar settings.
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Affiliation(s)
- Caroline Crehan
- Population Policy and Practice Department, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Msandeni Chiume
- Paediatric Department, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Yamikani Mgusha
- Paediatric Department, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Precious Dinga
- Paediatric Department, Kamuzu Central Hospital, Lilongwe, Malawi
| | - Tim Hull-Bailey
- Population Policy and Practice Department, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | | | | | - Deliwe Nkhoma
- Parent and Child Health Initiative, Lilongwe, Malawi
| | | | - Fabiana Lorencatto
- Centre for Behaviour Change, University College London, London, United Kingdom
| | - Monica Lakhanpaul
- Population Policy and Practice Department, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
| | - Michelle Heys
- Population Policy and Practice Department, Great Ormond Street Institute of Child Health, University College London, London, United Kingdom
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19
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Perales-Puchalt J, Acosta-Rullán M, Ramírez-Mantilla M, Espinoza-Kissell P, Vidoni E, Niedens M, Ellerbeck E, Hinton L, Loera L, Ramírez AS, Lara E, Watts A, Williams K, Resendez J, Burns J. A Text Messaging Intervention to Support Latinx Family Caregivers of Individuals With Dementia (CuidaTEXT): Development and Usability Study. JMIR Aging 2022; 5:e35625. [PMID: 35482366 PMCID: PMC9100381 DOI: 10.2196/35625] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2021] [Revised: 02/17/2022] [Accepted: 03/14/2022] [Indexed: 01/17/2023] Open
Abstract
BACKGROUND Latinx family caregivers of individuals with dementia face many barriers to caregiver support access. Interventions to alleviate these barriers are urgently needed. OBJECTIVE This study aimed to describe the development of CuidaTEXT, a tailored SMS text messaging intervention to support Latinx family caregivers of individuals with dementia. METHODS CuidaTEXT is informed by the stress process framework and social cognitive theory. We developed and refined CuidaTEXT using a mixed methods approach that included thematic analysis and descriptive statistics. We followed 6 user-centered design stages, namely, the selection of design principles, software vendor collaboration, evidence-based foundation, caregiver and research and clinical advisory board guidance, sketching and prototyping, and usability testing of the prototype of CuidaTEXT among 5 Latinx caregivers. RESULTS CuidaTEXT is a bilingual 6-month-long SMS text messaging-based intervention tailored to caregiver needs that includes 1-3 daily automatic messages (n=244) about logistics, dementia education, self-care, social support, end of life, care of the person with dementia, behavioral symptoms, and problem-solving strategies; 783 keyword-driven text messages for further help with the aforementioned topics; live chat interaction with a coach for further help; and a 19-page reference booklet summarizing the purpose and functions of the intervention. The 5 Latinx caregivers who used the prototype of CuidaTEXT scored an average of 97 out of 100 on the System Usability Scale. CONCLUSIONS CuidaTEXT's prototype demonstrated high usability among Latinx caregivers. CuidaTEXT's feasibility is ready to be tested.
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Affiliation(s)
- Jaime Perales-Puchalt
- Alzheimer's Disease Research Center, School of Medicine, University of Kansas Medical Center, Fairway, KS, United States
| | - Mariola Acosta-Rullán
- Alzheimer's Disease Research Center, School of Medicine, University of Kansas Medical Center, Fairway, KS, United States
| | - Mariana Ramírez-Mantilla
- Department of Population Health, School of Medicine, University of Kansas Medical Center, Kansas City, KS, United States
| | - Paul Espinoza-Kissell
- Alzheimer's Disease Research Center, School of Medicine, University of Kansas Medical Center, Fairway, KS, United States
| | - Eric Vidoni
- Alzheimer's Disease Research Center, School of Medicine, University of Kansas Medical Center, Fairway, KS, United States
| | - Michelle Niedens
- Alzheimer's Disease Research Center, School of Medicine, University of Kansas Medical Center, Fairway, KS, United States
| | - Edward Ellerbeck
- Department of Population Health, School of Medicine, University of Kansas Medical Center, Kansas City, KS, United States
| | - Ladson Hinton
- Alzheimer's Disease Research Center, University of California, Davis, Sacramento, CA, United States
| | - Linda Loera
- Alzheimer's Association, Southland Chapter, Los Angeles, CA, United States
| | - A Susana Ramírez
- Department of Public Health, University of California, Merced, Merced, CA, United States
| | - Esther Lara
- Alzheimer's Disease Research Center, University of California, Davis, Sacramento, CA, United States
| | - Amber Watts
- Alzheimer's Disease Research Center, Department of Psychology, University of Kansas, Lawrence, KS, United States
| | - Kristine Williams
- Alzheimer's Disease Research Center, School of Nursing, University of Kansas Medical Center, Fairway, KS, United States
| | | | - Jeffrey Burns
- Alzheimer's Disease Research Center, School of Medicine, University of Kansas Medical Center, Fairway, KS, United States
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20
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Digitized thought records: a practitioner-focused review of cognitive restructuring apps. COGNITIVE BEHAVIOUR THERAPIST 2022. [DOI: 10.1017/s1754470x22000320] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
Abstract
Mental health (MH) apps can be used as adjunctive tools in traditional face-to-face therapy to help implement components of evidence-based treatments. However, practitioners interested in using MH apps face a variety of challenges, including knowing which apps would be appropriate to use. Although some resources are available to help practitioners identify apps, granular analyses of how faithfully specific clinical skills are represented in apps are lacking. This study aimed to conduct a review and analysis of MH apps containing a core component of cognitive behaviour therapy (CBT) – cognitive restructuring (CR). A keyword search for apps providing CR functionality on the Apple App and Android Google Play stores yielded 246 apps after removal of duplicates, which was further reduced to 15 apps following verification of a CR component and application of other inclusionary/exclusionary criteria. Apps were coded based on their inclusion of core elements of CR, and general app features including app content, interoperability/data sharing, professional involvement, ethics, and data safeguards. They were also rated on user experience as assessed by the Mobile App Rating Scale (MARS). Whereas a majority of the CR apps include most core CR elements, they vary considerably with respect to more granular sub-elements of CR (e.g. rating the intensity of emotions), other general app features, and user experience (average MARS = 3.53, range from 2.30 to 4.58). Specific apps that fared best with respect to CR fidelity and user experience dimensions are highlighted, and implications of findings for clinicians, researchers and app developers are discussed.
Key learning aims
(1)
To identify no-cost mobile health apps that practitioners can adopt to facilitate cognitive restructuring.
(2)
To review how well the core elements of cognitive restructuring are represented in these apps.
(3)
To characterize these apps with respect to their user experience and additional features.
(4)
To provide examples of high-quality apps that represent cognitive restructuring with fidelity and facilitate its clinical implementation.
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21
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Reyes AT. The Process of Learning Mindfulness and Acceptance through the Use of a Mobile App Based on Acceptance and Commitment Therapy: A Grounded Theory Analysis. Issues Ment Health Nurs 2022; 43:3-12. [PMID: 34346278 DOI: 10.1080/01612840.2021.1953652] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
This study aimed to explore the process of how college student military veterans with posttraumatic stress disorder (PTSD) symptoms learn mindfulness and acceptance through the use of a mobile app based on acceptance and commitment therapy (ACT). Twenty-three college student veterans with PTSD symptoms participated in the 4-week ACT mobile app-based intervention and took part in three weekly semi-structured interviews. Results of the grounded theory data analysis reveal the core category of Mindful Scaffolding, a process indicating how student veterans cope with the interruptions and intrusions associated with learning mindfulness and acceptance through the use of the ACT-based app. The grounded theory provides a foundational theoretical framework for increasing adherence with using mindfulness- and acceptance-based mobile app interventions for PTSD.
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22
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Göttgens I, Oertelt-Prigione S. The Application of Human-Centered Design Approaches in Health Research and Innovation: A Narrative Review of Current Practices. JMIR Mhealth Uhealth 2021; 9:e28102. [PMID: 34874893 PMCID: PMC8691403 DOI: 10.2196/28102] [Citation(s) in RCA: 64] [Impact Index Per Article: 21.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 07/16/2021] [Accepted: 10/21/2021] [Indexed: 12/14/2022] Open
Abstract
Background Human-centered design (HCD) approaches to health care strive to support the development of innovative, effective, and person-centered solutions for health care. Although their use is increasing, there is no integral overview describing the details of HCD methods in health innovations. Objective This review aims to explore the current practices of HCD approaches for the development of health innovations, with the aim of providing an overview of the applied methods for participatory and HCD processes and highlighting their shortcomings for further research. Methods A narrative review of health research was conducted based on systematic electronic searches in the PubMed, CINAHL, Embase, Cochrane Library, Web of Science, PsycINFO, and Sociological Abstracts (2000-2020) databases using keywords related to human-centered design, design thinking (DT), and user-centered design (UCD). Abstracts and full-text articles were screened by 2 reviewers independently based on predefined inclusion criteria. Data extraction focused on the methodology used throughout the research process, the choice of methods in different phases of the innovation cycle, and the level of engagement of end users. Results This review summarizes the application of HCD practices across various areas of health innovation. All approaches prioritized the user’s needs and the participatory and iterative nature of the design process. The design processes comprised several design cycles during which multiple qualitative and quantitative methods were used in combination with specific design methods. HCD- and DT-based research primarily targeted understanding the research context and defining the problem, whereas UCD-based work focused mainly on the direct generation of solutions. Although UCD approaches involved end users primarily as testers and informants, HCD and DT approaches involved end users most often as design partners. Conclusions We have provided an overview of the currently applied methodologies and HCD guidelines to assist health care professionals and design researchers in their methodological choices. HCD-based techniques are challenging to evaluate using traditional biomedical research methods. Previously proposed reporting guidelines are a step forward but would require a level of detail that is incompatible with the current publishing landscape. Hence, further development is needed in this area. Special focus should be placed on the congruence between the chosen methods, design strategy, and achievable outcomes. Furthermore, power dimensions, agency, and intersectionality need to be considered in co-design sessions with multiple stakeholders, especially when including vulnerable groups.
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Affiliation(s)
- Irene Göttgens
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, Netherlands
| | - Sabine Oertelt-Prigione
- Department of Primary and Community Care, Radboud University Medical Center, Nijmegen, Netherlands
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23
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Keller J, Roitzheim C, Radtke T, Schenkel K, Schwarzer R. A Mobile Intervention for Self-Efficacious and Goal-Directed Smartphone Use in the General Population: Randomized Controlled Trial. JMIR Mhealth Uhealth 2021; 9:e26397. [PMID: 34817388 PMCID: PMC8663477 DOI: 10.2196/26397] [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: 12/10/2020] [Revised: 03/15/2021] [Accepted: 09/10/2021] [Indexed: 01/25/2023] Open
Abstract
Background People spend large parts of their everyday life using their smartphones. Despite various advantages of the smartphone for daily life, problematic forms of smartphone use exist that are related to negative psychological and physiological consequences. To reduce problematic smartphone use, existing interventions are oftentimes app-based and include components that help users to monitor and restrict their smartphone use by setting timers and blockers. These kinds of digital detox interventions, however, fail to exploit psychological resources, such as through promoting self-efficacious and goal-directed smartphone use. Objective The aim of this study is to evaluate the theory-based smartphone app “Not Less But Better” that was developed to make people aware of psychological processes while using the smartphone and to support them in using their smartphone in accordance with their goals and values. Methods In a randomized controlled trial, effects of a 20-day intervention app consisting of five 4-day training modules to foster a goal-directed smartphone use were evaluated. In the active control condition (treatment as usual), participants received a digital detox treatment and planned daily time-outs of at least 1 hour per day. Up to a 3-week follow-up, self-reported problematic smartphone use, objectively measured daily smartphone unlocks, time of smartphone use, self-efficacy, and planning towards goal-directed smartphone use were assessed repeatedly. Linear 2-level models tested intervention effects. Mediation models served to analyze self-efficacy and planning as potential mechanisms of the intervention. Results Out of 232 enrolled participants, 110 (47.4%; 55 participants in each condition) provided data at postintervention and 88 (37.9%; 44 participants in each condition) at 3-week follow-up. Both conditions manifested substantial reductions in problematic smartphone use and in the amount of time spent with the smartphone. The number of daily unlocks did not change over time. Further, modelling changes in self-efficacy as a mediator between the intervention and problematic smartphone use at follow-up fit well to the data and showed an indirect effect (b=–0.09; 95% bias-corrected bootstrap CI –0.26 to –0.01), indicating that self-efficacy was an important intervention mechanism. Another mediation model revealed an indirect effect from changes in planning via smartphone unlocks at postintervention on problematic smartphone use at follow-up (b=–0.029, 95% bias-corrected bootstrap CI –0.078 to –0.003). Conclusions An innovative, theory-based intervention app on goal-directed smartphone use has been found useful in lowering problematic smartphone use and time spent with the smartphone. However, observed reductions in both outcomes were not superior to the active control condition (ie, digital detox treatment). Nonetheless, the present findings highlight the importance in promoting self-efficacy and planning goal-directed smartphone use to achieve improvements in problematic smartphone use. This scalable intervention app appears suitable for practical use and as an alternative to common digital detox apps. Future studies should address issues of high attrition by adding just-in-time procedures matched to smartphone users’ needs. Trial Registration German Clinical Trials Register DRKS00017606; https://tinyurl.com/27c9kmwy
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Affiliation(s)
- Jan Keller
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany
| | | | - Theda Radtke
- Institute of Psychology, University of Wuppertal, Wuppertal, Germany
| | | | - Ralf Schwarzer
- Department of Education and Psychology, Freie Universität Berlin, Berlin, Germany.,SWPS University of Social Sciences and Humanities, Wroclaw, Poland
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24
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Klein A, Clucas J, Krishnakumar A, Ghosh SS, Van Auken W, Thonet B, Sabram I, Acuna N, Keshavan A, Rossiter H, Xiao Y, Semenuta S, Badioli A, Konishcheva K, Abraham SA, Alexander LM, Merikangas KR, Swendsen J, Lindner AB, Milham MP. Remote Digital Psychiatry for Mobile Mental Health Assessment and Therapy: MindLogger Platform Development Study. J Med Internet Res 2021; 23:e22369. [PMID: 34762054 PMCID: PMC8663601 DOI: 10.2196/22369] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Revised: 02/03/2021] [Accepted: 03/16/2021] [Indexed: 01/23/2023] Open
Abstract
Background Universal access to assessment and treatment of mental health and learning disorders remains a significant and unmet need. There are many people without access to care because of economic, geographic, and cultural barriers, as well as the limited availability of clinical experts who could help advance our understanding and treatment of mental health. Objective This study aims to create an open, configurable software platform to build clinical measures, mobile assessments, tasks, and interventions without programming expertise. Specifically, our primary requirements include an administrator interface for creating and scheduling recurring and customized questionnaires where end users receive and respond to scheduled notifications via an iOS or Android app on a mobile device. Such a platform would help relieve overwhelmed health systems and empower remote and disadvantaged subgroups in need of accurate and effective information, assessment, and care. This platform has the potential to advance scientific research by supporting the collection of data with instruments tailored to specific scientific questions from large, distributed, and diverse populations. Methods We searched for products that satisfy these requirements. We designed and developed a new software platform called MindLogger, which exceeds the requirements. To demonstrate the platform’s configurability, we built multiple applets (collections of activities) within the MindLogger mobile app and deployed several of them, including a comprehensive set of assessments underway in a large-scale, longitudinal mental health study. Results Of the hundreds of products we researched, we found 10 that met our primary requirements with 4 that support end-to-end encryption, 2 that enable restricted access to individual users’ data, 1 that provides open-source software, and none that satisfy all three. We compared features related to information presentation and data capture capabilities; privacy and security; and access to the product, code, and data. We successfully built MindLogger mobile and web applications, as well as web browser–based tools for building and editing new applets and for administering them to end users. MindLogger has end-to-end encryption, enables restricted access, is open source, and supports a variety of data collection features. One applet is currently collecting data from children and adolescents in our mental health study, and other applets are in different stages of testing and deployment for use in clinical and research settings. Conclusions We demonstrated the flexibility and applicability of the MindLogger platform through its deployment in a large-scale, longitudinal, mobile mental health study and by building a variety of other mental health–related applets. With this release, we encourage a broad range of users to apply the MindLogger platform to create and test applets to advance health care and scientific research. We hope that increasing the availability of applets designed to assess and administer interventions will facilitate access to health care in the general population.
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Affiliation(s)
- Arno Klein
- MATTER Lab, Child Mind Institute, New York, NY, United States
| | - Jon Clucas
- MATTER Lab, Child Mind Institute, New York, NY, United States.,Computational Neuroimaging Lab, Child Mind Institute, New York, NY, United States
| | - Anirudh Krishnakumar
- MATTER Lab, Child Mind Institute, New York, NY, United States.,Université de Paris and INSERM U1284 SEED unit, Centre for Research and Interdisciplinarity (CRI), Paris, France.,ETH Library Lab, ETH Zurich and Citizen Science Centre, Zurich, Switzerland
| | - Satrajit S Ghosh
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, United States.,Department of Otolaryngology - Head and Neck Surgery, Harvard Medical School, Cambridge, MA, United States
| | | | - Benjamin Thonet
- MATTER Lab, Child Mind Institute, New York, NY, United States.,Université de Paris and INSERM U1284 SEED unit, Centre for Research and Interdisciplinarity (CRI), Paris, France
| | - Ihor Sabram
- MATTER Lab, Child Mind Institute, New York, NY, United States
| | - Nino Acuna
- MATTER Lab, Child Mind Institute, New York, NY, United States
| | - Anisha Keshavan
- MATTER Lab, Child Mind Institute, New York, NY, United States.,Octave Bioscience, Menlo Park, CA, United States
| | - Henry Rossiter
- Computational Engineering, University of Texas at Austin, Austin, TX, United States
| | - Yao Xiao
- Center for the Developing Brain, Child Mind Institute, New York, NY, United States
| | - Sergey Semenuta
- MATTER Lab, Child Mind Institute, New York, NY, United States
| | | | - Kseniia Konishcheva
- MATTER Lab, Child Mind Institute, New York, NY, United States.,Université de Paris and INSERM U1284 SEED unit, Centre for Research and Interdisciplinarity (CRI), Paris, France
| | - Sanu Ann Abraham
- McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, MA, United States
| | - Lindsay M Alexander
- Center for the Developing Brain, Child Mind Institute, New York, NY, United States
| | | | - Joel Swendsen
- National Center for Scientific Research, University of Bordeaux, EPHE PSL University, Bordeaux, France
| | - Ariel B Lindner
- Université de Paris and INSERM U1284 SEED unit, Centre for Research and Interdisciplinarity (CRI), Paris, France
| | - Michael P Milham
- Center for the Developing Brain, Child Mind Institute, New York, NY, United States.,Center for Biomedical Imaging and Neuromodulation, Nathan S. Kline Institute for Psychiatric Research, Orangeburg, NY, United States
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25
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Kruglova K, O'Connell SBL, Dawadi S, Gelgoot EN, Miner SA, Robins S, Schinazi J, Zelkowitz P. An mHealth App to Support Fertility Patients Navigating the World of Infertility (Infotility): Development and Usability Study. JMIR Form Res 2021; 5:e28136. [PMID: 34636741 PMCID: PMC8548975 DOI: 10.2196/28136] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2021] [Revised: 07/20/2021] [Accepted: 08/01/2021] [Indexed: 01/25/2023] Open
Abstract
Background The experience of infertility and its treatment engenders considerable stress and is often described as an emotional rollercoaster. A mobile health (mHealth) app may be a novel solution to address the psychoeducational and psychosocial support needs of fertility patients because of its potential to reduce stress and increase patient empowerment. There are a few fertility-related apps that provide information and support to both men and women undergoing fertility treatment; however, none have documented their development and evaluation process. Objective This study aims to describe the development and evaluation process of a bilingual mHealth app, Infotility, designed to meet the psychoeducational and psychosocial support needs of men and women undergoing fertility treatment. Methods To develop the Infotility app, we adhered to the Medical Research Council guidelines for the development and evaluation of complex interventions. First, we conducted literature reviews and needs assessment surveys of fertility patients and health care providers who informed the content and design of the app. Second, we tested the intervention with a small group of end users who provided feedback on the design and appropriateness of the app’s content. Third, we evaluated the uptake and usability of the app using a pre-post study design. Finally, we updated the app’s content based on participants’ feedback and searched for partners to disseminate the app to the broader public. Results This study is the first to describe the development and evaluation process of an mHealth app for men and women undergoing fertility treatment. The app met its goal in providing fertility patients with a clinician-approved, portable resource for reliable information about medical and psychosocial aspects of infertility and its treatments and a confidential peer support forum monitored by trained peer supporters. Participants rated the engagement, functionality, information, and esthetics of the app positively, with an overall app quality mean score of 3.75 (SD 0.53) and a star rating of 3.43 (SD 0.75), with a total possible score and star rating of 5.00. Conclusions By documenting the systematic development and evaluation of the mHealth app for men and women undergoing fertility treatment, this paper can facilitate the replication of the study intervention and the development of similar mHealth apps.
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Affiliation(s)
- Katya Kruglova
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada
| | - Siobhan Bernadette Laura O'Connell
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada
| | - Shrinkhala Dawadi
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada
| | - Eden Noah Gelgoot
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada
| | - Skye A Miner
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada
| | - Stephanie Robins
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada
| | - Joy Schinazi
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, Jewish General Hospital, Montreal, QC, Canada
| | - Phyllis Zelkowitz
- Lady Davis Institute for Medical Research, Jewish General Hospital, Montreal, QC, Canada.,Department of Psychiatry, McGill University, Montreal, QC, Canada
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26
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Warsinsky S, Schmidt-Kraepelin M, Rank S, Thiebes S, Sunyaev A. Conceptual Ambiguity Surrounding Gamification and Serious Games in Health Care: Literature Review and Development of Game-Based Intervention Reporting Guidelines (GAMING). J Med Internet Res 2021; 23:e30390. [PMID: 34505840 PMCID: PMC8463952 DOI: 10.2196/30390] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2021] [Revised: 06/11/2021] [Accepted: 06/17/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND In health care, the use of game-based interventions to increase motivation, engagement, and overall sustainability of health behaviors is steadily becoming more common. The most prevalent types of game-based interventions in health care research are gamification and serious games. Various researchers have discussed substantial conceptual differences between these 2 concepts, supported by empirical studies showing differences in the effects on specific health behaviors. However, researchers also frequently report cases in which terms related to these 2 concepts are used ambiguously or even interchangeably. It remains unclear to what extent existing health care research explicitly distinguishes between gamification and serious games and whether it draws on existing conceptual considerations to do so. OBJECTIVE This study aims to address this lack of knowledge by capturing the current state of conceptualizations of gamification and serious games in health care research. Furthermore, we aim to provide tools for researchers to disambiguate the reporting of game-based interventions. METHODS We used a 2-step research approach. First, we conducted a systematic literature review of 206 studies, published in the Journal of Medical Internet Research and its sister journals, containing terms related to gamification, serious games, or both. We analyzed their conceptualizations of gamification and serious games, as well as the distinctions between the two concepts. Second, based on the literature review findings, we developed a set of guidelines for researchers reporting on game-based interventions and evaluated them with a group of 9 experts from the field. RESULTS Our results show that less than half of the concept mentions are accompanied by an explicit definition. To distinguish between the 2 concepts, we identified four common approaches: implicit distinction, synonymous use of terms, serious games as a type of gamified system, and distinction based on the full game dimension. Our Game-Based Intervention Reporting Guidelines (GAMING) consist of 25 items grouped into four topics: conceptual focus, contribution, mindfulness about related concepts, and individual concept definitions. CONCLUSIONS Conceptualizations of gamification and serious games in health care literature are strongly heterogeneous, leading to conceptual ambiguity. Following the GAMING can support authors in rigorous reporting on study results of game-based interventions.
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Affiliation(s)
- Simon Warsinsky
- Department of Economics and Management, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | | | - Sascha Rank
- Department of Economics and Management, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Scott Thiebes
- Department of Economics and Management, Karlsruhe Institute of Technology, Karlsruhe, Germany
| | - Ali Sunyaev
- Department of Economics and Management, Karlsruhe Institute of Technology, Karlsruhe, Germany
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AlSaad FM, Durugbo CM. Gamification-as-Innovation: A Review. INTERNATIONAL JOURNAL OF INNOVATION AND TECHNOLOGY MANAGEMENT 2021. [DOI: 10.1142/s0219877021300020] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
Gamification is a paradigm and process innovation premised on applying game mechanics to non-game settings with benefits of creative games designs and disruptive effects challenging conventional learning approaches. The purpose of this study is to review the literature on gamification-as-innovation. Applying the systematic review methodology, this study examines 96 articles and identifies developments in gamification-as-innovation in literature. Insights from the review suggests three main perspectives on gamification-as innovation in processes that reveal problems (investigation), stimulate novel behavior (induction) or transform processes (intervention) for improved effectiveness and engagement. The review also captures the state-of-the-art in gamification research underscoring advances in multi-level models, strategic initiatives and digital platforms. The review concludes by highlighting future research directions that advance gamification scholarship and practice.
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Affiliation(s)
- Fatemah M. AlSaad
- Department of Innovation and Technology Management, Arabian Gulf University, Manama, Kingdom of Bahrain
| | - Christopher M. Durugbo
- Department of Innovation and Technology Management, Arabian Gulf University, Manama, Kingdom of Bahrain
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Ben-Zeev D, Meller S, Snyder J, Attah DA, Albright L, Le H, Asafo SM, Collins PY, Ofori-Atta A. A Digital Toolkit (M-Healer) to Improve Care and Reduce Human Rights Abuses Against People With Mental Illness in West Africa: User-Centered Design, Development, and Usability Study. JMIR Ment Health 2021; 8:e28526. [PMID: 34255712 PMCID: PMC8285751 DOI: 10.2196/28526] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/05/2021] [Revised: 04/19/2021] [Accepted: 05/06/2021] [Indexed: 01/20/2023] Open
Abstract
BACKGROUND The resources of West African mental health care systems are severely constrained, which contributes to significant unmet mental health needs. Consequently, people with psychiatric conditions often receive care from traditional and faith healers. Healers may use practices that constitute human rights violations, such as flogging, caging, forced fasting, and chaining. OBJECTIVE The aim of this study is to partner with healers in Ghana to develop a smartphone toolkit designed to support the dissemination of evidence-based psychosocial interventions and the strengthening of human rights awareness in the healer community. METHODS We conducted on-site observations and qualitative interviews with healers, a group co-design session, content development and prototype system build-out, and usability testing. RESULTS A total of 18 healers completed individual interviews. Participants reported on their understanding of the causes and treatments of mental illnesses. They identified situations in which they elect to use mechanical restraints and other coercive practices. Participants described an openness to using a smartphone-based app to help introduce them to alternative practices. A total of 12 healers participated in the co-design session. Of the 12 participants, 8 (67%) reported having a smartphone. Participants reported that they preferred spiritual guidance but that it was acceptable that M-Healer would provide mostly nonspiritual content. They provided suggestions for who should be depicted as the toolkit protagonist and ranked their preferred content delivery modality in the following order: live-action video, animated video, comic strip, and still images with text. Participants viewed mood board prototypes and rated their preferred visual design in the following order: religious theme, nature motif, community or medical, and Ghanaian culture. The content was organized into modules, including an introduction to the system, brief mental health interventions, verbal de-escalation strategies, guided relaxation techniques, and human rights training. Each module contained several scripted digital animation videos, with audio narration in English or Twi. The module menu was represented by touchscreen icons and a single word or phrase to maximize accessibility to users with limited literacy. In total, 12 participants completed the M-Healer usability testing. Participants commented that they liked the look and functionality of the app and understood the content. The participants reported that the information and displays were clear. They successfully navigated the app but identified several areas where usability could be enhanced. Posttesting usability measures indicated that participants found M-Healer to be feasible, acceptable, and usable. CONCLUSIONS This study is the first to develop a digital mental health toolkit for healers in West Africa. Engaging healers in user-centered development produced an accessible and acceptable resource. Future field testing will determine whether M-Healer can improve healer practices and reduce human rights abuses.
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Affiliation(s)
- Dror Ben-Zeev
- BRiTE Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Suzanne Meller
- BRiTE Center, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
| | - Jaime Snyder
- Information School, University of Washington, Seattle, WA, United States
| | - Dzifa A Attah
- Department of Psychiatry, University of Ghana, Legon, Ghana
| | - Liam Albright
- Information School, University of Washington, Seattle, WA, United States
| | - Hoa Le
- Information School, University of Washington, Seattle, WA, United States
| | - Seth M Asafo
- Department of Psychiatry, University of Ghana, Legon, Ghana
| | - Pamela Y Collins
- Department of Global Health, Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, United States
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Harst L, Wollschlaeger B, Birnstein J, Fuchs T, Timpel P. Evaluation is Key: Providing Appropriate Evaluation Measures for Participatory and User-Centred Design Processes of Healthcare IT. Int J Integr Care 2021; 21:24. [PMID: 34220388 PMCID: PMC8231460 DOI: 10.5334/ijic.5529] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/30/2020] [Accepted: 03/16/2021] [Indexed: 11/24/2022] Open
Abstract
INTRODUCTION The increasing availability of healthcare IT has the potential to improve the integration of health services. Existing projects developing healthcare IT mostly disregard the potential and importance of incorporating user feedback and proper evaluation measures to gain user feedback throughout the development process. We therefore provide methodological guidance for evaluation in a stepwise user-centred design process. METHODS Based on a literature review we propose adequate methods for data collection in each phase of participatory and user-centred healthcare IT development. In order to provide an orientation within the plethora of development processes used in practice, we consolidate a generic blueprint process from the literature review. The applicability of our methodological guidance is shown in three diverse use cases from the field of integrated care. RESULTS From 14 literature items, we identified common evaluation methods including, among others, interviews, focus groups, and surveys. These methods can be associated to six typical development phases that could be derived from research: State of the Art Research, Requirement Analysis, Conceptual Prototype, Preliminary Prototype, Full Prototype, Full Application. The use cases demonstrate the value of qualitative methods and mixed methods designs. DISCUSSION Our methodological guidance has proven applicable for designing healthcare IT solutions from scratch - both for patient and professional settings - and to develop a platform for combining existing component-based solutions. In integrated care settings, where a wide range of stakeholders with multiple needs exist, we thus provide methodological guidance on how to involve users in the development process. CONCLUSION Our stepwise methodological guidance helps to design and properly evaluate healthcare IT solutions, which meet the user needs and requirements, for integrated care settings.
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Affiliation(s)
- Lorenz Harst
- Center for Evidence-based Healthcare, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, DE
| | | | | | - Tina Fuchs
- Chair of Technical Information Systems, Technische Universität Dresden, DE
| | - Patrick Timpel
- Center for Evidence-based Healthcare, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, DE
- Prevention and Care of Diabetes, Department of Medicine III, University Hospital and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, DE
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Asensio-Cuesta S, Blanes-Selva V, Conejero JA, Frigola A, Portolés MG, Merino-Torres JF, Rubio Almanza M, Syed-Abdul S, Li YCJ, Vilar-Mateo R, Fernandez-Luque L, García-Gómez JM. A User-Centered Chatbot (Wakamola) to Collect Linked Data in Population Networks to Support Studies of Overweight and Obesity Causes: Design and Pilot Study. JMIR Med Inform 2021; 9:e17503. [PMID: 33851934 PMCID: PMC8087340 DOI: 10.2196/17503] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2019] [Revised: 10/05/2020] [Accepted: 02/20/2021] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND Obesity and overweight are a serious health problem worldwide with multiple and connected causes. Simultaneously, chatbots are becoming increasingly popular as a way to interact with users in mobile health apps. OBJECTIVE This study reports the user-centered design and feasibility study of a chatbot to collect linked data to support the study of individual and social overweight and obesity causes in populations. METHODS We first studied the users' needs and gathered users' graphical preferences through an open survey on 52 wireframes designed by 150 design students; it also included questions about sociodemographics, diet and activity habits, the need for overweight and obesity apps, and desired functionality. We also interviewed an expert panel. We then designed and developed a chatbot. Finally, we conducted a pilot study to test feasibility. RESULTS We collected 452 answers to the survey and interviewed 4 specialists. Based on this research, we developed a Telegram chatbot named Wakamola structured in six sections: personal, diet, physical activity, social network, user's status score, and project information. We defined a user's status score as a normalized sum (0-100) of scores about diet (frequency of eating 50 foods), physical activity, BMI, and social network. We performed a pilot to evaluate the chatbot implementation among 85 healthy volunteers. Of 74 participants who completed all sections, we found 8 underweight people (11%), 5 overweight people (7%), and no obesity cases. The mean BMI was 21.4 kg/m2 (normal weight). The most consumed foods were olive oil, milk and derivatives, cereals, vegetables, and fruits. People walked 10 minutes on 5.8 days per week, slept 7.02 hours per day, and were sitting 30.57 hours per week. Moreover, we were able to create a social network with 74 users, 178 relations, and 12 communities. CONCLUSIONS The Telegram chatbot Wakamola is a feasible tool to collect data from a population about sociodemographics, diet patterns, physical activity, BMI, and specific diseases. Besides, the chatbot allows the connection of users in a social network to study overweight and obesity causes from both individual and social perspectives.
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Affiliation(s)
- Sabina Asensio-Cuesta
- Instituto de Tecnologías de la Información y Comunicaciones, Universitat Politècnica de València, Valencia, Spain
| | - Vicent Blanes-Selva
- Instituto de Tecnologías de la Información y Comunicaciones, Universitat Politècnica de València, Valencia, Spain
| | - J Alberto Conejero
- Instituto Universitario de Matemática Pura y Aplicada, Universitat Politècnica de València, Valencia, Spain
| | - Ana Frigola
- Department of Nutrition and Food Science, Universitat de València, Valencia, Spain
| | - Manuel G Portolés
- Instituto Universitario de Matemática Pura y Aplicada, Universitat Politècnica de València, Valencia, Spain
| | | | - Matilde Rubio Almanza
- Department of Endocrinology and Nutrition, Hospital La Fe, Universitat de València, Valencia, Spain
| | - Shabbir Syed-Abdul
- International Center for Health Information Technology, Taipei Medical University, Taipei, Taiwan
| | - Yu-Chuan Jack Li
- International Center for Health Information Technology, Taipei Medical University, Taipei, Taiwan
| | - Ruth Vilar-Mateo
- Unidad Mixta de Tic aplicadas a la reingeniería de procesos socio-sanitarios, Instituto de Investigación Sanitaria La Fe, Valencia, Spain
| | | | - Juan M García-Gómez
- Instituto de Tecnologías de la Información y Comunicaciones, Universitat Politècnica de València, Valencia, Spain
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Simon MA, O’Brian CA, Tom L, Wafford QE, Mack S, Mendez SR, Nava M, Dahdouh R, Paul-Brutus R, Carpenter KH, Kern B, Holmes KL. Development of a web tool to increase research literacy in underserved populations through public library partnerships. PLoS One 2021; 16:e0246098. [PMID: 33534794 PMCID: PMC7857632 DOI: 10.1371/journal.pone.0246098] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2020] [Accepted: 01/13/2021] [Indexed: 11/19/2022] Open
Abstract
OBJECTIVE Inadequate diversity in clinical trials is widely recognized as a significant contributing factor to health disparities experienced by racial/ethnic minorities and other diverse populations in the US. To address this in a scalable way, we sought to develop a web tool that could help enhance underserved minority participation in clinical research. METHODS We used our research literacy support flashcard tool as the initial prototype for human-centered design and usability testing of the web tool Health for All in public library settings. After forming partnerships with leadership from Chicago Public Libraries (CPL), local medical libraries, and the Chicago Department of Public Health, we conducted seven iterative design sessions with focus groups of library patrons and library staff from six CPL branches serving underserved communities followed by two rounds of usability testing and website modification. RESULTS Based on the qualitative research findings from Design Sessions 1-7, we enacted the design decision of a website that was a hybrid of fact-filled and vignette (personal stories) paper prototypes divided into 4 modules (trust, diversity, healthy volunteers, pros/cons), each with their own outcome metrics. The website was thus constructed, and navigation issues identified in two rounds of usability testing by library patrons were addressed through further website modification, followed by the launch of a beta version of a hybridized single-scrolling and guided module prototype to allow further development with website analytics. CONCLUSIONS We report the development of Health for All, a website designed to enhance racial/ethnic minority participation in clinical trials by imparting research literacy, mitigating distrust engendered by longstanding racism and discrimination, and providing connections to clinical trials recruiting participants.
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Affiliation(s)
- Melissa A. Simon
- Center for Health Equity Transformation and Department of Obstetrics & Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Catherine A. O’Brian
- Center for Health Equity Transformation and Department of Obstetrics & Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Laura Tom
- Center for Health Equity Transformation and Department of Obstetrics & Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Q. Eileen Wafford
- Galter Health Sciences Library & Learning Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Shenita Mack
- Chicago Public Library, Chicago, Illinois, United States of America
| | - Samuel R. Mendez
- Center for Health Equity Transformation and Department of Obstetrics & Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Magdalena Nava
- Center for Health Equity Transformation and Department of Obstetrics & Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Rabih Dahdouh
- Center for Health Equity Transformation and Department of Obstetrics & Gynecology, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
| | - Rachelle Paul-Brutus
- Chicago Department of Public Health, Chicago, Illinois, United States of America
| | - Kathryn H. Carpenter
- University Library, University of Illinois-Chicago, Chicago, Illinois, United States of America
| | - Barbara Kern
- The John Crerar Library, University of Chicago, Chicago, Illinois, United States of America
| | - Kristi L. Holmes
- Galter Health Sciences Library & Learning Center, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
- Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, Illinois, United States of America
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Vilardaga R, Rizo J, Palenski PE, Mannelli P, Oliver JA, Mcclernon FJ. Pilot Randomized Controlled Trial of a Novel Smoking Cessation App Designed for Individuals With Co-Occurring Tobacco Use Disorder and Serious Mental Illness. Nicotine Tob Res 2021; 22:1533-1542. [PMID: 31667501 DOI: 10.1093/ntr/ntz202] [Citation(s) in RCA: 23] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2019] [Accepted: 10/28/2019] [Indexed: 12/11/2022]
Abstract
INTRODUCTION High rates of tobacco use among people with serious mental illness (SMI), along with their unique needs, suggest the importance of developing tailored smoking cessation interventions for this group. Previous early-phase work empirically validated the design and content of Learn to Quit, a theory-based app designed for this population. METHODS In a pilot randomized controlled trial, we compared the feasibility, acceptability, and preliminary efficacy of Learn to Quit versus QuitGuide, an app designed for the general population. All participants received nicotine replacement therapy and technical assistance. Daily smokers with SMI (N = 62) participated in the trial with outcomes assessed at weeks 4, 8, 12, and 16. RESULTS Compared to QuitGuide, Learn to Quit participants had similar number of days of app use (34 vs. 32, p = .754), but larger number of app interactions (335 vs. 205; p = .001), longer durations of app use (4.24 hrs. vs. 2.14 hrs; p = .044), and higher usability scores (85 vs. 79, p = .046). At week 16, Learn to Quit led to greater reductions in cigarettes per day (12.3 vs. 5.9 for QuitGuide; p = 0.10). Thirty-day point prevalence abstinence was verified in 12% of Learn to Quit participants versus 3% of QuitGuide participants (odds ratio = 3.86, confidence interval = 0.41 to 36, p = .239). Changes in psychiatric symptoms and adverse events were not clinically significant between conditions. CONCLUSIONS This pilot trial provides strong evidence of Learn to Quit's usability, feasibility, and safety. Preliminary evidence suggests the app may be efficacious. A randomized controlled efficacy trial is needed to test the app in a larger sample of smokers with SMI. IMPLICATIONS This study suggests that the Learn to Quit app is a feasible approach to deliver smoking cessation treatment in patients with co-occurring tobacco use disorder and SMI. This means that, if found efficacious, this technology could be used to deploy smoking cessation treatment to larger segments of this population, hence improving public health. Therefore, a randomized controlled trial should be conducted to examine the efficacy of this digital intervention.
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Affiliation(s)
- Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
| | - Javier Rizo
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
| | - Paige E Palenski
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
| | - Paolo Mannelli
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
| | - Jason A Oliver
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
| | - Francis J Mcclernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC
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Oliveira M, Zancul E, Fleury AL. Design thinking as an approach for innovation in healthcare: systematic review and research avenues. ACTA ACUST UNITED AC 2020. [DOI: 10.1136/bmjinnov-2020-000428] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
Abstract
Design thinking has been increasingly adopted as an approach to support innovation in healthcare. Recent publications report design thinking application to various innovation projects, across medical specialties, including paediatrics, psychiatry, radiology, gastroenterology, oncology, orthopaedics and surgery, as well as to innovation in hospital operations and healthcare management. Current literature in the area typically focuses on single case descriptions. With the recent increase in the number of cases, there is an opportunity to assess multiple cases to identify patterns and avenues for further research. This study provides a systematic review of published design thinking projects in healthcare. The aim of the study is to provide an overview of how design thinking has been applied in the healthcare sector. Data collection was based on Institute of Scientific Information (ISI) Web of Science, PubMed and Scopus databases. The systematic review followed Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. A total of 32 original pieces of research was selected for analysis, being classified and assessed. The paper presents current status of research and practice from various perspectives, including the design thinking progression phase—inspiration, ideation, implementation—and the prevalence of design thinking tools. Avenues for further research include the need to increase focus on the inspiration phase, the opportunity for platforms for leveraging the integration of individuals in innovation projects, and the opportunity to enhance the role of lead users in healthcare innovation.
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Berry N, Machin M, Ainsworth J, Berry K, Edge D, Haddock G, Lewis S, Morris R, Bucci S. Developing a Theory-Informed Smartphone App for Early Psychosis: Learning Points From a Multidisciplinary Collaboration. Front Psychiatry 2020; 11:602861. [PMID: 33362612 PMCID: PMC7758439 DOI: 10.3389/fpsyt.2020.602861] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Accepted: 10/19/2020] [Indexed: 12/24/2022] Open
Abstract
Background: Actissist is a smartphone app designed to deliver an intervention grounded in cognitive behavior therapy for early psychosis. Actissist was developed by a multidisciplinary team of academics, clinicians, experts by experience and software engineers. Actissist has been tested in two trials, the first a proof-of-concept trial where Actissist was safe, acceptable and feasible, the second, a powered randomized controlled trial. Objective: This article describes how our multidisciplinary team designed and developed Actissist. This article describes: (i) how Actissist was informed by initial qualitative interviews and focus groups and an expert reference group; (ii) refinements made to the app based on ongoing user feedback; (iii) successes and challenges encountered; and (iv) learning points and recommendations for involving stakeholders in digital health interventions. Methods: Expert reference group meetings informed the development of Actissist and design of subsequent trials, which included individuals with lived experience of psychosis, clinicians, academics, computer scientists and software engineers. Person-centered stakeholder involvement was promoted using focus groups and qualitative interviews prior to the development of the app, which informed version one of Actissist. Interviews were carried out with participants who had used Actissist. Two further versions of Actissist were developed following additional rounds of testing. Results: Multidisciplinary working throughout the Actissist project led to the development, inclusion and improvement of the app design and content. These changes and features included non-directive and compassionate content, co-designed recovery videos, relaxation exercises, psychoeducation material, ability to "favorite" areas of the app that users found helpful, and goal-setting. Challenges to collaborative working included discrepancies between what stakeholders want and what is technically possible to deliver, resource pressures, trying to deliver desired features within the boundaries of fundamental trial design considerations, and power imbalances associated with multidisciplinary working. Conclusions: The involvement of stakeholders in the design and development and delivery of Actissist has been fundamental to our development approach. Through this collaborative process, we have identified different perspectives and ideas that would have not been generated by the research team alone. Clinical Trial Registrations: Proof-of-concept trial: http://www.isrctn.com/ISRCTN34966555 Fully-powered randomized controlled trial: https://www.isrctn.com/ISRCTN76986679.
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Affiliation(s)
- Natalie Berry
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
| | - Matthew Machin
- Division of Informatics Imaging and Data Sciences, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, United Kingdom
| | - John Ainsworth
- Division of Informatics Imaging and Data Sciences, Faculty of Biology, Medicine and Health, School of Health Sciences, University of Manchester, Manchester, United Kingdom
| | - Katherine Berry
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Dawn Edge
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
| | - Gillian Haddock
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
| | - Shon Lewis
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
| | - Rohan Morris
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
| | - Sandra Bucci
- Division of Psychology and Mental Health, Faculty of Biology, Medicine and Health, School of Health Sciences, Manchester Academic Health Sciences, The University of Manchester, Manchester, United Kingdom
- Greater Manchester Mental Health NHS Foundation Trust, Manchester, United Kingdom
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Kim J, Song H, Merrill K, Jung Y, Kwon RJ. Using Serious Games for Antismoking Health Campaigns: Experimental Study. JMIR Serious Games 2020; 8:e18528. [PMID: 33263549 PMCID: PMC7744263 DOI: 10.2196/18528] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2020] [Revised: 05/28/2020] [Accepted: 10/09/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Serious games for health have been gaining in popularity among scholars and practitioners. However, there remain a few questions to be addressed. OBJECTIVE This study tests the effects of a serious game and fear appeals on smoking-related outcomes. More specifically, this research aims to understand how serious games function as a more effective vehicle for a health campaign than a traditional medium, such as a print-based pamphlet. Further, while serious games utilize a variety of persuasive strategies in the game's content, it is not clear whether fear appeals, which are widely used persuasive-message strategies for health, can be an effective strategy in serious games. Thus, we are testing the effect of fear appeals in a serious game. METHODS We created a computer game and a print brochure to educate participants about the risks of smoking. More specifically, a flash-based single-player game was developed in which players were asked to avoid cigarettes in the gameplay context. We also developed an online brochure based on existing smoking-related brochures at a university health center; antismoking messages on the computer game and in the brochure were comparable. Then, an experiment using a 2 (media type: game vs. print) x 2 (fearful image: fear vs. no-fear) between-subjects design was conducted. The study recruitment was announced to undergraduate students enrolled in a large, public Midwestern university in the United States. After a screening test, a total of 72 smokers, who reported smoking in the past 30 days, participated in the experiment. RESULTS Overall, gameplay, when compared to print-based pamphlets, had greater impacts on attitudes toward smoking and the intention to quit smoking. Further, the game's persuasive effects were especially pronounced when messages contained fear appeals. When fearful images were presented, participants in the game condition reported significantly more negative attitudes toward social smoking than those in the print condition [F(1,67)=7.28; P=.009; ηp2=0.10]. However, in the no-fear condition, there was no significant difference between the conditions [F(1,67)=0.25; P=.620]. Similarly, the intention to quit smoking [F(1,67)=4.64; P=.035; ηp2=0.07] and susceptibility [F(1,67)=6.92; P=.011; ηp2=0.09] were also significantly different between the conditions, but only when fear appeals were used. CONCLUSIONS This study extends fear appeal research by investigating the effects of different media types. It offers empirical evidence that a serious game can be an effective vehicle for fear appeals.
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Affiliation(s)
- Jihyun Kim
- University of Central Florida, Orlando, FL, United States
| | - Hayeon Song
- Sungkyunkwan University, Seoul, Republic of Korea
| | | | - Younbo Jung
- Nanyang Technological University, Singapore, Singapore
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Gowarty MA, Kung NJ, Maher AE, Longacre MR, Brunette MF. Perceptions of Mobile Apps for Smoking Cessation Among Young People in Community Mental Health Care: Qualitative Study. JMIR Form Res 2020; 4:e19860. [PMID: 33006560 PMCID: PMC7568217 DOI: 10.2196/19860] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2020] [Revised: 08/14/2020] [Accepted: 08/17/2020] [Indexed: 01/09/2023] Open
Abstract
BACKGROUND Young adults with serious mental illness are over twice as likely to have tobacco use disorder than those in the general population and are less likely to utilize proven treatment methods during quit attempts. However, little research has evaluated the efficacy of interventions for this group. Smartphone apps may be an underutilized tool for tobacco use disorder among young adults with serious mental illness. OBJECTIVE The aim of this study was to explore attitudes toward smoking cessation apps and preferences regarding app design in young adult smokers with serious mental illness. METHODS Five focus groups involving 25- to 35-year-old adults with serious mental illness receiving treatment at a community mental health center were conducted between May 2019 and August 2019. Three researchers independently coded transcripts and identified themes using thematic analysis. RESULTS Participants (n=22) were individuals who smoke daily: 10 (46%) self-identified as female, 18 (82%) self-identified as White, and 9 (41%) had psychotic disorders. Key themes that emerged included a general interest in using health apps; a desire for apps to provide ongoing motivation during a quit attempt via social support, progress tracking, and rewards; a desire for apps to provide distraction from smoking; concerns about app effectiveness due to a lack of external accountability; and concerns that apps could trigger cravings or smoking behavior by mentioning cigarettes or the act of smoking. CONCLUSIONS Apps have the potential to support smoking cessation or reduction efforts among young adults with serious mental illness. However, they may require tailoring, optimization, and clinical support to effectively promote cessation in this population.
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Affiliation(s)
- Minda A Gowarty
- Departments of Internal Medicine and Community and Family Medicine, Dartmouth Hitchcock Medical Center, Lebanon, NH, United States.,Geisel School of Medicine at Dartmouth, Hanover, NH, United States.,Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States
| | - Nathan J Kung
- Geisel School of Medicine at Dartmouth, Hanover, NH, United States
| | - Ashley E Maher
- Geisel School of Medicine at Dartmouth, Hanover, NH, United States
| | - Meghan R Longacre
- Geisel School of Medicine at Dartmouth, Hanover, NH, United States.,The Dartmouth Institute for Health Policy and Clinical Practice, Geisel School of Medicine at Dartmouth, Hanover, NH, United States
| | - Mary F Brunette
- Geisel School of Medicine at Dartmouth, Hanover, NH, United States.,Center for Technology and Behavioral Health, Geisel School of Medicine at Dartmouth, Lebanon, NH, United States.,Department of Psychiatry, Dartmouth Hitchcock Medical Center, Lebanon, NH, United States
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Vilardaga R, Rizo J, Ries RK, Kientz JA, Ziedonis DM, Hernandez K, McClernon FJ. Formative, multimethod case studies of learn to quit, an acceptance and commitment therapy smoking cessation app designed for people with serious mental illness. Transl Behav Med 2020; 9:1076-1086. [PMID: 30445507 DOI: 10.1093/tbm/iby097] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023] Open
Abstract
Despite public health efforts, individuals with serious mental illness (SMI) still have very high rates of tobacco smoking. Innovative approaches to reach this population are needed. These series of case studies aimed to descriptively evaluate the usability, user experience (UX), and user engagement (UE) of Learn to Quit (LTQ), an acceptance and commitment therapy smoking cessation app designed for people with SMI, and to compare it with an app designed for the general population, NCI (National Cancer Institute) QuitGuide (QG). Both apps were combined with nicotine replacement therapy and technical coaching. Inspired by the ORBIT model, we implemented two case studies with crossover AB interventions, two B-phase training designs, and three bi-phasic AB single-case designs with Start-Point and Order randomization (A = QG, B = LTQ). Study outcomes were measured using the System Usability Scale, UX interviews, and background analytics. LTQ's usability levels were above the standard cutoff and on average higher than QG. UX outcomes suggested the relative benefits of LTQ's visual design, gamification and simple design structure. LTQ's overall UE was high; the app was opened for an average of 14 min per day (vs. QG: 7 min). However, users showed low levels of UE with each of the app's tracking feature. Measures of psychiatric functioning suggested the safety of LTQ in people with SMI. LTQ appears to be a usable and engaging smoking cessation app in people with SMI. An optimized version of LTQ should be tested in a Phase II study.
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Affiliation(s)
- Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Javier Rizo
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Richard K Ries
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Julie A Kientz
- Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA, USA
| | - Douglas M Ziedonis
- Department of Psychiatry, University of California, San Diego, San Diego, CA, USA
| | - Kayla Hernandez
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
| | - Francis J McClernon
- Department of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA
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Strategies for Referring Cancer Patients in a Smoking Cessation Program. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17176089. [PMID: 32825665 PMCID: PMC7503502 DOI: 10.3390/ijerph17176089] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 08/13/2020] [Accepted: 08/18/2020] [Indexed: 01/30/2023]
Abstract
Most people who smoke and develop cancer are unable to quit smoking. To address this, many cancer centers have now opened smoking cessation programs specifically designed to help cancer patients to quit. An important question has now emerged—what is the most effective approach for engaging smokers within a cancer center in these smoking cessation programs? We report outcomes from a retrospective observational study comparing three referral methods—traditional referral, best practice advisory (BPA), and direct outreach—on utilization of the Duke Cancer Center Smoking Cessation Program. We found that program utilization rate was higher for direct outreach (5.4%) than traditional referral (0.8%), p < 0.001, and BPA (0.2%); p < 0.001. Program utilization was 6.4% for all methods combined. Inferring a causal relationship between referral method and program utilization was not possible because the study did not use a randomized design. Innovation is needed to generate higher utilization rates for cancer center smoking cessation programs.
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Jessen S, Mirkovic J, Nes LS. MyStrengths, a Strengths-Focused Mobile Health Tool: Participatory Design and Development. JMIR Form Res 2020; 4:e18049. [PMID: 32706651 PMCID: PMC7414410 DOI: 10.2196/18049] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2020] [Revised: 06/06/2020] [Accepted: 06/13/2020] [Indexed: 01/10/2023] Open
Abstract
BACKGROUND People living with chronic illnesses are an increasingly large group. Research indicates that care and self-management should not only focus on the illness and problem-oriented aspects of these individuals' lives but also support them in recognizing and leveraging their personal strengths in daily life. OBJECTIVE This paper presents the design and developmental process of MyStrengths, a mobile health (mHealth) app designed to help its users (people with chronic conditions) both find and make use of their personal strengths in their daily lives. Through 4 consecutive phases, this paper presents participant- and researcher-driven activities, discussions regarding design, and development of both the MyStrengths app and its content. METHODS During the 4 phases, we used a range of methods and activities, including (1) an idea-generating workshop aimed at creating ideas for strengths-supporting features with different stakeholders, including patients, caregivers, relatives, and designers (N=35); (2) research seminars with an international group of experts (N=6), in which the concept, theoretical background, and design ideas for the app were discussed; (3) a series of co-design workshops with people in the user group (N=22) aiming to create ideas for how to, in an engaging manner, design the app; and (4) in 4 developmental iterations, the app was evaluated by people in the user group (N=13). Content and strengths exercises were worked on and honed by the research team, the expert groups, and our internal editorial team during the entire developmental process. RESULTS The first phase found a wide range of stakeholder requirements to, and ideas for, strengths-focused mHealth apps. From reviewing literature during the second phase, we found a dearth of research on personal strengths with respect to people living with chronic illnesses. Activities during the third phase creatively provided numerous ideas and suggestions for engaging and gameful ways to develop and design the MyStrengths app. The final phase saw the output from all the earlier phases come together. Through multiple increasingly complete iterations of user evaluations testing and developing, the final prototype of the MyStrengths app was created. CONCLUSIONS Although research supports the use of strengths-focused mHealth tools to support people living with chronic illnesses, there is little guidance as to how these tools and their content should be designed. Through all activities, we found great support among participating users for strengths-focused apps, and we can consider such apps to be both appropriate and valuable. This paper illustrates how combining a range of user-, researcher-, literature-, and designer-based methods can contribute to creating mHealth tools to support people with chronic illnesses to find and use more of their own personal strengths.
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Affiliation(s)
- Stian Jessen
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Jelena Mirkovic
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway
| | - Lise Solberg Nes
- Department of Digital Health Research, Division of Medicine, Oslo University Hospital, Oslo, Norway.,Institute of Clinical Medicine, Faculty of Medicine, University of Oslo, Oslo, Norway
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Cornet VP, Toscos T, Bolchini D, Rohani Ghahari R, Ahmed R, Daley C, Mirro MJ, Holden RJ. Untold Stories in User-Centered Design of Mobile Health: Practical Challenges and Strategies Learned From the Design and Evaluation of an App for Older Adults With Heart Failure. JMIR Mhealth Uhealth 2020; 8:e17703. [PMID: 32706745 PMCID: PMC7404009 DOI: 10.2196/17703] [Citation(s) in RCA: 31] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2020] [Revised: 04/20/2020] [Accepted: 05/14/2020] [Indexed: 01/20/2023] Open
Abstract
Background User-centered design (UCD) is a powerful framework for creating useful, easy-to-use, and satisfying mobile health (mHealth) apps. However, the literature seldom reports the practical challenges of implementing UCD, particularly in the field of mHealth. Objective This study aims to characterize the practical challenges encountered and propose strategies when implementing UCD for mHealth. Methods Our multidisciplinary team implemented a UCD process to design and evaluate a mobile app for older adults with heart failure. During and after this process, we documented the challenges the team encountered and the strategies they used or considered using to address those challenges. Results We identified 12 challenges, 3 about UCD as a whole and 9 across the UCD stages of formative research, design, and evaluation. Challenges included the timing of stakeholder involvement, overcoming designers’ assumptions, adapting methods to end users, and managing heterogeneity among stakeholders. To address these challenges, practical recommendations are provided to UCD researchers and practitioners. Conclusions UCD is a gold standard approach that is increasingly adopted for mHealth projects. Although UCD methods are well-described and easily accessible, practical challenges and strategies for implementing them are underreported. To improve the implementation of UCD for mHealth, we must tell and learn from these traditionally untold stories.
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Affiliation(s)
- Victor Philip Cornet
- Department of Human-centered Computing, School of Informatics and Computing, IUPUI, Indianapolis, IN, United States.,Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, IN, United States
| | - Tammy Toscos
- Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, IN, United States
| | - Davide Bolchini
- Department of Human-centered Computing, School of Informatics and Computing, IUPUI, Indianapolis, IN, United States
| | - Romisa Rohani Ghahari
- Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, IN, United States
| | - Ryan Ahmed
- Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, IN, United States
| | - Carly Daley
- Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, IN, United States.,Department of BioHealth Informatics, School of Informatics and Computing, IUPUI, Indianapolis, IN, United States
| | - Michael J Mirro
- Parkview Mirro Center for Research and Innovation, Parkview Health, Fort Wayne, IN, United States.,Department of BioHealth Informatics, School of Informatics and Computing, IUPUI, Indianapolis, IN, United States.,Department of Medicine, School of Medicine, Indiana University, Indianapolis, IN, United States
| | - Richard J Holden
- Department of Medicine, School of Medicine, Indiana University, Indianapolis, IN, United States.,Regenstrief Institute, Indianapolis, IN, United States
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Molina-Recio G, Molina-Luque R, Jiménez-García AM, Ventura-Puertos PE, Hernández-Reyes A, Romero-Saldaña M. Proposal for the User-Centered Design Approach for Health Apps Based on Successful Experiences: Integrative Review. JMIR Mhealth Uhealth 2020; 8:e14376. [PMID: 32319965 PMCID: PMC7203616 DOI: 10.2196/14376] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/22/2019] [Revised: 11/05/2019] [Accepted: 01/26/2020] [Indexed: 12/31/2022] Open
Abstract
Background Different strategies encompassed within mHealth have shown themselves to be effective for maintaining good health or controlling certain diseases. However, there is usually a very high rate of abandonment of health apps. Therefore, it would seem obvious that there is a need for involving the end users (whether they are health professionals, patients, or both) in the design process from the early stages in order to enable their needs and characteristics to be identified. In this sense, it is common knowledge that focusing on the user permits the consideration of valuable details aimed at making the correct adjustment between the patient, the technology, and the organization of attention. Objective The goal of the research was to propose a methodology based on the review of previous successful user experiences in setting up health apps by using qualitative techniques (focus groups and discussion groups) that includes the participation of information technology and health professionals and the patients themselves. Methods An integrative review was made of studies in which a qualitative methodology was employed mainly through focus and/or discussion groups for the design and development of health apps, consulting diverse databases (PubMed, Scopus, and Proquest) with the following search strategy: “mHealth AND apps AND focus group OR discussion group.” A total of 69 papers were included in the review. Results A proposal structured in 4 sessions of variable duration was made in which information technology and health professionals and patients take part: composing, preparing, and organizing contents (session 1); testing structure and usability (session 2); does the app fit the needs of end users? (session 3); and last testing—keep on improving (session 4). Throughout the sessions, we propose studying aspects like previous user experiences in mHealth, barriers to the adoption of mHealth, interface contents, management and browsability, usability, perceived quality, security and privacy, capacity to self-manage disease with the app, ergonomics, and glanceability, etc. Specific tools that have proved useful in previous research for measuring these aspects are presented. Conclusions These work sessions would be based on predominantly qualitative methodologies although, as they evolve, validated questionnaires permitting the assessment of the objectivity of certain technical aspects could be incorporated. With this proposal, a project centered on end users could be effected, responding to their needs. However, this requires validation that will be made via implementation in the development of health apps, with the subsequent measurement of results in terms of adherence and improvement in the clinical variables of the end users.
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Chow PI. Developing Mental or Behavioral Health Mobile Apps for Pilot Studies by Leveraging Survey Platforms: A Do-it-Yourself Process. JMIR Mhealth Uhealth 2020; 8:e15561. [PMID: 32310143 PMCID: PMC7199142 DOI: 10.2196/15561] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 11/01/2019] [Accepted: 01/24/2020] [Indexed: 01/23/2023] Open
Abstract
BACKGROUND Behavioral health researchers are increasingly recognizing the potential of mobile phone apps to deliver empirically supported treatments. However, current options for developing apps typically require large amounts of expertise or money. OBJECTIVE This paper aims to describe a pragmatic do-it-yourself approach for researchers to create and pilot an Android mobile phone app using existing survey software (eg, Qualtrics survey platform). METHODS This study was conducted at an academic research center in the United States focused on developing and evaluating behavioral health technologies. The process outlined in this paper was derived and condensed from the steps to building an existing app intervention, iCanThrive, which was developed to enhance mental well-being in women cancer survivors. RESULTS This paper describes an inexpensive, practical process that uses a widely available survey software, such as Qualtrics, to create and pilot a mobile phone intervention that is presented to participants as a Web viewer app that is downloaded from the Google Play store. Health researchers who are interested in using this process to pilot apps are encouraged to inquire about the survey platforms available to them, the level of security those survey platforms provide, and the regulatory guidelines set forth by their institution. CONCLUSIONS As app interventions continue to gain interest among researchers and consumers alike, it is important to find new ways to efficiently develop and pilot app interventions before committing a large amount of resources. Mobile phone app interventions are an important component to discovering new ways to reach and support individuals with behavioral or mental health disorders.
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Affiliation(s)
- Philip I Chow
- Center for Behavioral Health and Technology, Department of Psychiatry and Neurobehavioral Sciences, University of Virginia, Charlottesville, VA, United States
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Miralles I, Granell C, Díaz-Sanahuja L, Van Woensel W, Bretón-López J, Mira A, Castilla D, Casteleyn S. Smartphone Apps for the Treatment of Mental Disorders: Systematic Review. JMIR Mhealth Uhealth 2020; 8:e14897. [PMID: 32238332 PMCID: PMC7163422 DOI: 10.2196/14897] [Citation(s) in RCA: 71] [Impact Index Per Article: 17.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2019] [Revised: 12/05/2019] [Accepted: 01/20/2020] [Indexed: 12/15/2022] Open
Abstract
BACKGROUND Smartphone apps are an increasingly popular means for delivering psychological interventions to patients suffering from a mental disorder. In line with this popularity, there is a need to analyze and summarize the state of the art, both from a psychological and technical perspective. OBJECTIVE This study aimed to systematically review the literature on the use of smartphones for psychological interventions. Our systematic review has the following objectives: (1) analyze the coverage of mental disorders in research articles per year; (2) study the types of assessment in research articles per mental disorder per year; (3) map the use of advanced technical features, such as sensors, and novel software features, such as personalization and social media, per mental disorder; (4) provide an overview of smartphone apps per mental disorder; and (5) provide an overview of the key characteristics of empirical assessments with rigorous designs (ie, randomized controlled trials [RCTs]). METHODS The Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines for systematic reviews were followed. We performed searches in Scopus, Web of Science, American Psychological Association PsycNET, and Medical Literature Analysis and Retrieval System Online, covering a period of 6 years (2013-2018). We included papers that described the use of smartphone apps to deliver psychological interventions for known mental disorders. We formed multidisciplinary teams, comprising experts in psychology and computer science, to select and classify articles based on psychological and technical features. RESULTS We found 158 articles that met the inclusion criteria. We observed an increasing interest in smartphone-based interventions over time. Most research targeted disorders with high prevalence, that is, depressive (31/158,19.6%) and anxiety disorders (18/158, 11.4%). Of the total, 72.7% (115/158) of the papers focused on six mental disorders: depression, anxiety, trauma and stressor-related, substance-related and addiction, schizophrenia spectrum, and other psychotic disorders, or a combination of disorders. More than half of known mental disorders were not or very scarcely (<3%) represented. An increasing number of studies were dedicated to assessing clinical effects, but RCTs were still a minority (25/158, 15.8%). From a technical viewpoint, interventions were leveraging the improved modalities (screen and sound) and interactivity of smartphones but only sparingly leveraged their truly novel capabilities, such as sensors, alternative delivery paradigms, and analytical methods. CONCLUSIONS There is a need for designing interventions for the full breadth of mental disorders, rather than primarily focusing on most prevalent disorders. We further contend that an increasingly systematic focus, that is, involving RCTs, is needed to improve the robustness and trustworthiness of assessments. Regarding technical aspects, we argue that further exploration and innovative use of the novel capabilities of smartphones are needed to fully realize their potential for the treatment of mental health disorders.
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Affiliation(s)
| | | | | | | | - Juana Bretón-López
- Universitat Jaume I, Castellón de la Plana, Spain
- CIBER of Physiopathology of Obesity and Nutrition CIBERobn, Castellón, Spain
| | - Adriana Mira
- Department of Personality, Evaluation and Psychological Treatment, University of Valencia, Valencia, Spain
| | - Diana Castilla
- CIBER of Physiopathology of Obesity and Nutrition CIBERobn, Castellón, Spain
- Department of Personality, Evaluation and Psychological Treatment, University of Valencia, Valencia, Spain
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O'Connor M, Whelan R, Bricker J, McHugh L. Randomized Controlled Trial of a Smartphone Application as an Adjunct to Acceptance and Commitment Therapy for Smoking Cessation. Behav Ther 2020; 51:162-177. [PMID: 32005334 DOI: 10.1016/j.beth.2019.06.003] [Citation(s) in RCA: 27] [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: 05/27/2019] [Accepted: 06/03/2019] [Indexed: 01/20/2023]
Abstract
There is a major public health need for innovative and efficacious behavioral and cognitive interventions for smoking cessation. This randomized controlled trial evaluated the efficacy of an acceptance and commitment therapy (ACT) smartphone application in augmenting ACT group treatment for smoking cessation. One hundred fifty adults smoking 10 or more cigarettes per day were randomly assigned to 6 weekly group sessions of behavioral support, ACT, or ACT combined with the smartphone application. Access to the app was provided from the start of the in-person treatment until the 6-month follow-up assessment. Participants were encouraged to make their quit attempts after the third session, and the posttreatment assessment occurred 3 weeks later. Measures of smoking status and ACT processes were obtained at baseline, posttreatment, and 6-month follow-up. Biochemically verified quit rates in the combined, ACT, and behavioral support groups were 36% (p = .079 relative to ACT; p = .193 relative to behavioral support), 20% (p = .630 relative to behavioral support) and 24% at posttreatment, as compared with 24% (p = .630 relative to behavioral support), 24% (p = .630 relative to behavioral support) and 20% at follow-up. There was no significant difference (p = > .999) in the primary outcome of biochemically verified 7-day point-prevalence abstinence at 6-month follow-up between the combined and ACT groups. The combined group reported significantly greater smoking reduction, acceptance and present-moment awareness than the behavioral support group at posttreatment, but not at follow-up. There were no significant differences between the groups in positive mental health. Contrary to hypotheses, the ACT group did not display significant improvements in positive mental health or ACT processes relative to the behavioral support group at posttreatment or follow-up. Implications and directions for future research are discussed.
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Affiliation(s)
| | | | - Jonathan Bricker
- Fred Hutchinson Cancer Research Center, Division of Public Health Sciences, Seattle, WA
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Vilardaga R, Davies PS, Vowles KE, Sullivan MD. Theoretical Grounds of Pain Tracker Self Manager: An Acceptance and Commitment Therapy Digital Intervention for Patients with Chronic Pain. JOURNAL OF CONTEXTUAL BEHAVIORAL SCIENCE 2020; 15:172-180. [PMID: 32269915 PMCID: PMC7141572 DOI: 10.1016/j.jcbs.2020.01.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
OBJECTIVE To report the theoretical basis and design of a novel digital Acceptance and Commitment Therapy (ACT) intervention for people with chronic pain, the Pain Tracker Self Manager (PTSM), which had promising efficacy in a recent pilot trial. METHODS Content development by a multidisciplinary panel of experts in psychiatry, clinical psychology, nursing and social work, with feedback from a group of patients with chronic pain and their providers. Materials included paper-based sketching of a story character, visual metaphors, and a series of stories designed to deliver the theory-based components of our behavioral intervention. RESULTS This development and design process resulted in 4 digitally delivered clinical modules that combine visual and verbal cues. In addition, it generated a series of novel ACT metaphors specifically tailored to patients with chronic pain: Pain: Injury vs. Threat, Life Navigation System, The Fog of Pain, and Get Rhythm. Consistent with ACT theory and the contextual behavioral science framework, PTSM utilized: perspective-taking, values clarification, acceptance strategies, and nursing and psychological care recommendations. DISCUSSION Reports of the design and theoretical basis of digital health interventions are highly needed to increase the rigor of their development process and more progressively advance our body of knowledge. This pilot study developed and tested a series of ACT metaphors that can be readily used by ACT clinicians working with this population. CONCLUSION PTSM is a novel digital ACT intervention for patients with chronic pain with features directly linked to ACT processes and theory.
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Affiliation(s)
| | | | - Kevin E. Vowles
- School of Psychology, Queen’s University Belfast, Northern Island, UK
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Carbonnel F, Ninot G. Identifying Frameworks for Validation and Monitoring of Consensual Behavioral Intervention Technologies: Narrative Review. J Med Internet Res 2019; 21:e13606. [PMID: 31621638 PMCID: PMC6822061 DOI: 10.2196/13606] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/03/2019] [Revised: 06/08/2019] [Accepted: 08/02/2019] [Indexed: 01/16/2023] Open
Abstract
BACKGROUND Changing health behaviors, such as smoking, unhealthy eating, inactivity, and alcohol abuse, may have a greater impact on population health than any curative strategy. One of the suggested strategies is the use of behavioral intervention technologies (BITs). They open up new opportunities in the area of prevention and therapy and have begun to show benefits in the durable change of health behaviors in patients or those at risk. A consensual and international paradigm was adopted by health authorities for drugs 50 years ago. It guides their development from research units to their authorization and surveillance. BITs' generalization brings into question their upstream evaluation before being placed on the market and their downstream monitoring once on the market; this is especially the case in view of the marketing information provided by manufacturers and the scarcity and methodological limits of scientific studies on these tools. OBJECTIVE This study aims to identify and categorize the frameworks for the validation and monitoring of BITs proposed in the literature. METHODS We conducted a narrative literature review using MEDLINE, PsycINFO, and Web of Science. The review items included the following: name, publication year, name of the creator (ie, first author), country, funding organization, health focus, target group, and design (ie, linear, iterative, evolutive, and/or concurrent). The frameworks were then categorized based on (1) translational research thanks to a continuum of steps and (2) the three paradigms that may have inspired the frameworks: biomedical, engineering, and/or behavioral. RESULTS We identified 46 frameworks besides the classic US Food and Drug Administration (FDA) five-phase drug development model. A total of 57% (26/46) of frameworks were created in the 2010s and 61% (28/46) involved the final user in an early and systematic way. A total of 4% (2/46) of frameworks had a linear-only sequence of their phases, 37% (17/46) had a linear and iterative structure, 33% (15/46) added an evolutive structure, and 24% (11/46) were associated with a parallel process. Only 12 out of 46 (26%) frameworks covered the continuum of steps and 12 (26%) relied on the three paradigms. CONCLUSIONS To date, 46 frameworks of BIT validation and surveillance coexist, besides the classic FDA five-phase drug development model, without the predominance of one of them or convergence in a consensual model. Their number has increased exponentially in the last three decades. Three dangerous scenarios are possible: (1) anarchic continuous development of BITs that depend on companies amalgamating health benefits and usability (ie, user experience, data security, and ergonomics) and limiting implementation to several countries; (2) the movement toward the type of framework for drug evaluation centered on establishing its effectiveness before marketing authorization to guarantee its safety for users, which is heavy and costly; and (3) the implementation of a framework reliant on big data analysis based on a posteriori research and an autoregulation of a market, but that does not address the safety risk for the health user, as the market will not regulate safety or efficacy issues. This paper recommends convergence toward an international validation and surveillance framework based on the specificities of BITs, not equivalent to medical devices, to guarantee their effectiveness and safety for users.
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Affiliation(s)
- François Carbonnel
- Research Unit EA4556 Epsylon, University of Montpellier, Montpellier, France.,Plateforme Universitaire Collaborative d'Evaluation des Programmes de Prévention et de Soins de Support, University of Montpellier, Montpellier, France.,University Department of General Practice, University of Montpellier, Montpellier, France.,University Multiprofessional Health Center Avicenne, Perpignan, France
| | - Gregory Ninot
- Research Unit EA4556 Epsylon, University of Montpellier, Montpellier, France.,Plateforme Universitaire Collaborative d'Evaluation des Programmes de Prévention et de Soins de Support, University of Montpellier, Montpellier, France.,Montpellier Cancer Institute, Montpellier, France
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Klein P, Lawn S, Tsourtos G, van Agteren J. Tailoring of a Smartphone Smoking Cessation App (Kick.it) for Serious Mental Illness Populations: Qualitative Study. JMIR Hum Factors 2019; 6:e14023. [PMID: 31482850 PMCID: PMC6754228 DOI: 10.2196/14023] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/14/2019] [Revised: 07/11/2019] [Accepted: 07/29/2019] [Indexed: 01/19/2023] Open
Abstract
Background Smoking rates of Australians with severe mental illness (SMI) are disproportionately higher than the general population. Despite the rapid growth in mobile health (mHealth) apps, limited evidence exists to inform their design for SMI populations. Objective This study aimed to explore the feasibility, acceptability, and utility of adapting a novel smoking cessation app (Kick.it) to assist smokers with SMI to prevent smoking relapse and quit. Methods Using co-design, two in-depth interviews with 12 adult smokers and ex-smokers with SMI were conducted in this qualitative study. Stage 1 interviews explored participants’ smoking-related experiences and perceptions of social support for smoking cessation, informed the development of the stage 2 interview schedule, and provided context for participants’ responses to the second interview. Stage 2 interviews explored participants’ perceptions of the feasibility, utility, and acceptability of the app features for SMI populations. Results People with SMI perceived mHealth interventions to support their quit smoking attempts as feasible, acceptable, and useful. Key emerging themes included personalization of the app to users’ psychosocial needs, a caring app to mediate self-esteem and self-efficacy, an app that normalizes smoking relapse and multiple quit attempts, a strong focus on user experience to improve usability, and a social network to enhance social support for smoking cessation. Conclusions This study gained an in-depth understanding of the lived experiences of smoking and quitting among people with SMI and their perception of the Kick.it app features to help inform the tailoring of the app. Specific program tailoring is required to assist them in navigating the complex interactions between mental illness and smoking in relation to their psychosocial well-being and capacity to quit. This study describes the adaptations required for the Kick.it app to meet the specific needs and preferences of people with SMI. Results of this study will guide the tailoring of the Kick.it app for SMI populations. The study findings can also inform a co-design process for the future development and design of smoking cessation apps for SMI populations.
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Affiliation(s)
- Pauline Klein
- Flinders Human Behaviour and Health Research Unit, Department of Psychiatry, Flinders University, Adelaide, Australia.,College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Sharon Lawn
- Flinders Human Behaviour and Health Research Unit, Department of Psychiatry, Flinders University, Adelaide, Australia
| | - George Tsourtos
- College of Medicine and Public Health, Flinders University, Adelaide, Australia
| | - Joep van Agteren
- Wellbeing and Resilience Centre, South Australian Health and Medical Research Institute, Adelaide, Australia
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Lattie EG, Adkins EC, Winquist N, Stiles-Shields C, Wafford QE, Graham AK. Digital Mental Health Interventions for Depression, Anxiety, and Enhancement of Psychological Well-Being Among College Students: Systematic Review. J Med Internet Res 2019; 21:e12869. [PMID: 31333198 PMCID: PMC6681642 DOI: 10.2196/12869] [Citation(s) in RCA: 270] [Impact Index Per Article: 54.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 05/29/2019] [Accepted: 06/14/2019] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND College students are increasingly reporting common mental health problems, such as depression and anxiety, and they frequently encounter barriers to seeking traditional mental health treatments. Digital mental health interventions, such as those delivered via the Web and apps, offer the potential to improve access to mental health treatment. OBJECTIVE This study aimed to review the literature on digital mental health interventions focused on depression, anxiety, and enhancement of psychological well-being among samples of college students to identify the effectiveness, usability, acceptability, uptake, and adoption of such programs. METHODS We conducted a systematic review using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines (registration number CRD42018092800), and the search strategy was conducted by a medical research librarian in the following databases: MEDLINE (Ovid), EMBASE (Elsevier), PsycINFO (EbscoHost), the Cochrane Library (Wiley), and Web of Science (Thomson Reuters) from the date of inception to April 2019. Data were synthesized using a systematic narrative synthesis framework, and formal quality assessments were conducted to address the risk of bias. RESULTS A total of 89 studies met the inclusion criteria. The majority of interventions (71/89, 80%) were delivered via a website, and the most common intervention was internet-based cognitive behavioral therapy (28, 31%). Many programs (33, 37%) featured human support in the form of coaching. The majority of programs were either effective (42, 47%) or partially effective (30, 34%) in producing beneficial changes in the main psychological outcome variables. Approximately half of the studies (45, 51%) did not present any usability or acceptability outcomes, and few studies (4, 4%) examined a broad implementation of digital mental health interventions on college campuses. Quality assessments revealed a moderate-to-severe risk of bias in many of the studies. CONCLUSIONS Results suggest that digital mental health interventions can be effective for improving depression, anxiety, and psychological well-being among college students, but more rigorous studies are needed to ascertain the effective elements of these interventions. Continued research on improving the user experience of, and thus user engagement with, these programs appears vital for the sustainable implementation of digital mental health interventions on college campuses.
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Affiliation(s)
- Emily G Lattie
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
| | - Elizabeth C Adkins
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
| | - Nathan Winquist
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
| | - Colleen Stiles-Shields
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center, Chicago, IL, United States
| | - Q Eileen Wafford
- Galter Health Sciences Library and Learning Center, Northwestern University, Chicago, IL, United States
| | - Andrea K Graham
- Center for Behavioral Intervention Technologies, Northwestern University, Chicago, IL, United States
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Zhou L, DeAlmeida D, Parmanto B. Applying a User-Centered Approach to Building a Mobile Personal Health Record App: Development and Usability Study. JMIR Mhealth Uhealth 2019; 7:e13194. [PMID: 31278732 PMCID: PMC6640070 DOI: 10.2196/13194] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2019] [Revised: 04/20/2019] [Accepted: 05/30/2019] [Indexed: 12/29/2022] Open
Abstract
Background A personal health record (PHR) system encourages patients to engage with their own health care by giving them the ability to manage and keep track of their own health data. Of the numerous PHR systems available in the market, many are Web-based patient portals and a few are mobile apps. They have mainly been created by hospitals and electronic health record (EHR) vendors. One major limitation of these hospital-created PHR systems is that patients can only view specific health data extracted from their EHR. Patients do not have the freedom to add important personal health data they collect in their daily lives into their PHR. Therefore, there is an information gap between clinical visits. Objective The aim of this study was to develop and evaluate a new mobile PHR app that can be easily used to manage various types of personal health data to fill the information gap. Methods A user-centered approach was used to guide the development and evaluation of the new mobile PHR app. There were three steps in this study: needs assessment, app design and development, and conducting a usability study. First, a large-scale questionnaire study was conducted with the general population to gain an understanding of their needs and expectations with regard to a mobile PHR app. A mobile PHR app for personal medical data tracking and management was then created based on the results of the questionnaire study. End users were actively involved in all stages of the app development. Finally, a usability study was performed with participants to evaluate the usability of the mobile PHR app, which involved asking participants to finish a set of tasks and to respond to a usability questionnaire. Results In the questionnaire study for needs assessment, there were 609 participants in total. The answers from these participants revealed that they wanted to manage various types of personal health data in a mobile PHR app. Participants also reported some features they desired to have in the app. On the basis of the needs assessment findings, a new mobile PHR app (PittPHR) was created with 6 major modules: health records, history, trackers, contacts, appointments, and resources. This app allows users to customize the trackers according to their needs. In the usability study, there were 15 participants. The usability study participants expressed satisfaction with the app and provided comments and suggestions for further development. Conclusions This new mobile PHR app provides options for users to manage a wide range of personal health data conveniently in one place. The app fills the information gap between clinical visits. The study results indicated that this new mobile PHR app meets the need of users and that users welcome this app.
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Affiliation(s)
- Leming Zhou
- Department of Health Information Management, University of Pittsburgh, Pittsburgh, PA, United States
| | - Dilhari DeAlmeida
- Department of Health Information Management, University of Pittsburgh, Pittsburgh, PA, United States
| | - Bambang Parmanto
- Department of Health Information Management, University of Pittsburgh, Pittsburgh, PA, United States
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Vilardaga R, Casellas-Pujol E, McClernon JF, Garrison KA. Mobile Applications for the Treatment of Tobacco Use and Dependence. CURRENT ADDICTION REPORTS 2019; 6:86-97. [PMID: 32010548 PMCID: PMC6994183 DOI: 10.1007/s40429-019-00248-0] [Citation(s) in RCA: 33] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
PURPOSE OF REVIEW Smoking remains a leading preventable cause of premature death in the world; thus, developing effective and scalable smoking cessation interventions is crucial. This review uses the Obesity-Related Behavioral Intervention Trials (ORBIT) model for early phase development of behavioral interventions to conceptually organize the state of research of mobile applications (apps) for smoking cessation, briefly highlight their technical and theory-based components, and describe available data on efficacy and effectiveness. RECENT FINDINGS Our review suggests that there is a need for more programmatic efforts in the development of mobile applications for smoking cessation, though it is promising that more studies are reporting early phase research such as user-centered design. We identified and described the app features used to implement smoking cessation interventions, and found that the majority of the apps studied used a limited number of mechanisms of intervention delivery, though more effort is needed to link specific app features with clinical outcomes. Similar to earlier reviews, we found that few apps have yet been tested in large well-controlled clinical trials, although progress is being made in reporting transparency with protocol papers and clinical trial registration. SUMMARY ORBIT is an effective model to summarize and guide research on smartphone apps for smoking cessation. Continued improvements in early phase research and app design should accelerate the progress of research in mobile apps for smoking cessation.
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Affiliation(s)
- Roger Vilardaga
- Department of Psychiatry and Behavioral Sciences, Duke School of Medicine, Erwin Terrace Building II, 2812 Erwin Rd, Box 13, Durham, NC 27705, USA
| | - Elisabet Casellas-Pujol
- Department of Psychiatry, Hospital Santa Creu I Sant Pau, Carrer de Sant Quinti, 89, 08041 Barcelona, Spain
| | - Joseph F. McClernon
- Department of Psychiatry and Behavioral Sciences, Duke School of Medicine, 2608 Erwin Road, Suite 300, Durham, NC 27705, USA
| | - Kathleen A. Garrison
- Department of Psychiatry, Yale School of Medicine, 1 Church Street, Suite 730, New Haven, CT 06510, USA
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