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Paige SR, Bylund CL, Wilczewski H, Ong T, Barrera JF, Welch BM, Bunnell BE. Communicating about online health information with patients: Exploring determinants among telemental health providers. PEC INNOVATION 2023; 2:100176. [PMID: 37384157 PMCID: PMC10294076 DOI: 10.1016/j.pecinn.2023.100176] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 04/25/2023] [Accepted: 05/09/2023] [Indexed: 06/30/2023]
Abstract
Objective To investigate determinants of telemental health (TMH) providers' openness to discuss and confidence to use online mental health information with patients, focusing on providers' eHealth literacy and perceived usefulness of online MH information. Methods TMH providers (N = 472) completed a web-based survey with questions about discussing and using online health information with patients, perceived usefulness of the Internet as a source of patient information, and eHealth literacy. Results Providers were open to discussing online health information with patients if they were not treating substance abuse disorders (b = -0.83), felt the Internet was a useful resource (b = 0.18), and felt confident in their skills to evaluate the online information (b = 0.21). Providers were confident using online health information if they worked in a small clinic (b = 0.37), felt the Internet was a useful resource (b = 0.31), knew where to access relevant online health information (b = 0.13), and had skills to help their patients find (b = 0.17) and evaluate (b = 0.54) online information. Conclusion TMH providers are likely to use online health information resources if they know where and how to find them and perceive the Internet as a useful resource. Innovation To effectively discuss online health information with patients, providers require skills to evaluate the information with patients.
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Affiliation(s)
| | - Carma L. Bylund
- Department of Health Outcomes and Biomedical Informatics, University of Florida, Gainesville, FL, USA
| | | | - Triton Ong
- Doxy.me Research, Doxy.me Inc., Rochester, NY, USA
| | - Janelle F. Barrera
- Doxy.me Research, Doxy.me Inc., Rochester, NY, USA
- Department of Psychiatry and Behavioral Neurosciences, University of South Florida, Tampa, FL, USA
| | - Brandon M. Welch
- Doxy.me Research, Doxy.me Inc., Rochester, NY, USA
- Biomedical Informatics Center, Medical University of South Carolina, Charleston, SC, USA
| | - Brian E. Bunnell
- Doxy.me Research, Doxy.me Inc., Rochester, NY, USA
- Department of Psychiatry and Behavioral Neurosciences, University of South Florida, Tampa, FL, USA
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Vera Cruz G, Aboujaoude E, Khan R, Rochat L, Ben Brahim F, Courtois R, Khazaal Y. Smartphone apps for mental health and wellbeing: A usage survey and machine learning analysis of psychological and behavioral predictors. Digit Health 2023; 9:20552076231152164. [PMID: 36714544 PMCID: PMC9880571 DOI: 10.1177/20552076231152164] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2022] [Accepted: 01/03/2023] [Indexed: 01/24/2023] Open
Abstract
Objective Despite the availability of thousands of mental health applications, the extent to which they are used and the factors associated with their use remain largely unknown. The present study aims to (a) assess in a representative US-based population sample the use of smartphone apps for mental health and wellbeing (SAMHW), (b) determine the variables predicting the use of SAMHW, and (c) explore how a set of variables related to mental health, smartphone use, and smartphone "addiction" may be associated with the use of SAMHW. Methods Data was collected via online questionnaire from 1989 adults. The data gathered included information on smartphone use behavior, mental health, and the use of SAMHW. Latent class analysis was used to categorize participants. Machine learning and logistic regression analyses were used to determine the most important predictors of SAMHW use and associations between predictors and outcome variables. Results While two-thirds of participants had a statistically high probability for using SAMHW, nearly twice more had high probability for using them to improve wellbeing compared to using them to address mental health problems (43% vs. 18%). In both groups, these participants were more likely to be female and in the younger adult age bracket than male and in the adult or older adult age bracket. According to the machine learning model, the most important predictors for using the relevant smartphone apps were variables associated with smartphone problematic use, COVID-19 impact, and mental health problems. Conclusion Findings from the present study confirm that the use of SAMHW is growing, particularly among younger adult and female individuals who are negatively impacted by problematic smartphone use, COVID-19, and mental health problems. These individuals tend to bypass traditional care via psychotherapy or psychopharmacology, relying instead on smartphones to address mental health conditions or improve wellbeing. Advising users of these apps to also seek professional help and promoting efforts to prove the efficacy and safety of SAMHW would seem necessary.
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Affiliation(s)
- Germano Vera Cruz
- Department of Psychology, University of Picardie Jules Verne,
Amiens, France,Yasser Khazaal, CHUV, Département de
Psychiatrie, Service de médecine des addictions, Rue du Bugnon 23, 1011
Lausanne, Switzerland.
| | - Elias Aboujaoude
- Department of Psychiatry and Behavioral Sciences, Stanford University School of
Medicine, Stanford, CA, USA
| | - Riaz Khan
- Addiction Psychiatry, Foederatio Medicorum Helveticorum, Geneva,
Switzerland
| | - Lucien Rochat
- Addiction Division, Department of Psychiatry, University Hospitals
of Geneva, Geneva, Switzerland
| | | | - Robert Courtois
- Department of Psychology, University of Tours, Tours, France
| | - Yasser Khazaal
- Addiction Medicine, Lausanne University
Hospital, Lausanne, Switzerland,Department of Psychiatry, Lausanne University, Lausanne,
Switzerland,Department of Psychiatry and Addictology, Montreal University,
Montreal, QC, Canada
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3
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Khazaal Y, El Abiddine FZ, Penzenstadler L, Berbiche D, Bteich G, Valizadeh-Haghi S, Rochat L, Achab S, Khan R, Chatton A. Evaluation of the Psychometric Properties of the Arab Compulsive Internet Use Scale (CIUS) by Item Response Theory Modeling (IRT). INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:12099. [PMID: 36231401 PMCID: PMC9566183 DOI: 10.3390/ijerph191912099] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/12/2022] [Accepted: 09/14/2022] [Indexed: 06/16/2023]
Abstract
INTRODUCTION The psychometric properties of the Arab translation of the Compulsive Internet Use Scale (CIUS) have been previously studied by confirmatory factor analysis (CFA) with AMOS software using the asymptotically distribution-free (ADF) estimator. Unidimensionality has been achieved at the cost of correlating several item variance errors. However, several reviews of SEM software packages and estimation methods indicate that the option of robust standard errors is not present in the AMOS package and that ADF estimation may yield biased parameter estimates. We therefore explored a second analysis through item response theory (IRT) using the parametric graded response model (GRM) and the marginal maximum likelihood (MML) estimation method embedded in the LTM package of R software. Differential item functioning (DIF) or item bias across subpopulations was also explored within IRT framework as different samples were investigated. The objective of the current study is to (1) analyze the Arab CIUS scale with IRT, (2) investigate DIF in three samples, and (3) contribute to the ongoing debate on Internet-use-related addictive behaviors using the CIUS items as a proxy. METHODS We assessed three samples of people, one in Algeria and two in Lebanon, with a total of 1520 participants. RESULTS Almost three out of every five items were highly related to the latent construct. However, the unidimensionality hypothesis was not supported. Furthermore, besides being locally dependent, the scale may be weakened by DIF across geographic regions. Some of the CIUS items related to increasing priority, impaired control, continued use despite harm, and functional impairment as well as withdrawal and coping showed good discriminative capabilities. Those items were endorsed more frequently than other CIUS items in people with higher levels of addictive Internet use. CONCLUSIONS Contrary to earlier ADF estimation findings, unidimensionality of the CIUS scale was not supported by IRT parametric GRM in a large sample of Arab speaking participants. The results may be helpful for scale revision. By proxy, the study contributes to testing the validity of addiction criteria applied to Internet use related-addictive behaviors.
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Affiliation(s)
- Yasser Khazaal
- Addiction Medicine, Department of Psychiatry, Lausanne University Hospital and Lausanne University, 1015 Lausanne, Switzerland
- Department of Psychiatry and Addictology, Montréal University, Montréal, QC H3T 1J4, Canada
| | - Fares Zine El Abiddine
- Laboratory Psychological and Educational Research, Department of Psychology, University Djillali Liabes of Sidi Bel Abbes, Sidi Bel Abbes 22000, Algeria
| | - Louise Penzenstadler
- Addiction Unit, Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Djamal Berbiche
- Charles-LeMoyne Hospital Research Centre, Sherbrooke University, Sherbrooke, QC J1K 2R1, Canada
| | - Ghada Bteich
- Faculty of Public Health, Lebanon University, Tripoli P.O. Box 6573/14, Lebanon
| | - Saeideh Valizadeh-Haghi
- Department of Medical Library and Information Sciences, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Lucien Rochat
- Addiction Unit, Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Sophia Achab
- Addiction Unit, Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
| | - Riaz Khan
- Department of Mental Health and Psychiatry, Frontier Medical College Affiliated to Bahria University Islamabad, Abbottabad 22010, Pakistan
| | - Anne Chatton
- Department of Psychiatry, Geneva University Hospitals, 1205 Geneva, Switzerland
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Neale J, Bowen AM. Lessons for Uptake and Engagement of a Smartphone App (SURE Recovery) for People in Recovery From Alcohol and Other Drug Problems: Interview Study of App Users. JMIR Hum Factors 2022; 9:e33038. [PMID: 35258474 PMCID: PMC8941437 DOI: 10.2196/33038] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2021] [Revised: 11/25/2021] [Accepted: 12/19/2021] [Indexed: 11/13/2022] Open
Abstract
Background Mobile health apps promoting health and well-being have substantial potential but low uptake and engagement. Barriers common to addiction treatment app uptake and engagement include poor access to mobile technology, Wi-Fi, or mobile data, plus low motivation among non–treatment-seeking users to cut down or quit. Working with people who used substances, we had previously designed and published an app to support recovery from alcohol and other drug problems. The app, which is available for free from the Apple App Store and Google Play, is called SURE Recovery. Objective The aim of this paper is to undertake a qualitative study to ascertain end users’ views and experiences of the SURE Recovery app, including how it might be improved, and present the findings on uptake and engagement to assist other researchers and app developers working on similar apps for people experiencing alcohol and other drug problems. Methods Semistructured telephone interviews were conducted with 20 people (n=12, 60%, men and n=8, 40%, women aged 25-63 years; all identifying as White British) who had varied patterns of using the app. The audio recordings were transcribed, and the data were coded and analyzed through Iterative Categorization. Results Analyses identified three main factors relevant to uptake (discoverability of the app, personal relevance, and expectations and motivations) and three main factors relevant to engagement (the appeal and relevance of specific features, perceived benefits, and the need for improvements). The findings on uptake and engagement were largely consistent with our own earlier developmental work and with other published literature. However, we additionally found that uptake was strongly affected by first impressions, including trust and personal recommendations; that users were attracted to the app by their need for support and curiosity but had relatively modest expectations; that engagement increased if the app made users feel positive; and that people were unlikely to download, or engage with, the app if they could not relate to, or identify with, aspects of its content. Conclusions Incorporating end-user views into app design and having a network of supportive partners (ie, credible organizations and individuals who will champion the app) seem to increase uptake and engagement among people experiencing alcohol and other drug problems. Although better digital literacy and access to devices and mobile data are needed if addiction recovery apps are to reach their full potential, we should not evaluate them based only on observable changes in substance use behaviors. How using an app makes a person feel is more transient and difficult to quantify but also relevant to uptake and engagement.
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Affiliation(s)
- Joanne Neale
- National Addiction Centre, King's College London, London, United Kingdom
| | - Alice May Bowen
- National Addiction Centre, King's College London, London, United Kingdom
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5
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Khazaal Y, Potvin S, Pennou A, Djomo W, Borgeat F, Lecomte T. Des repères pour la conception des apps ? SANTE MENTALE AU QUEBEC 2021. [DOI: 10.7202/1081512ar] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Objectif Proposer quelques repères pour faciliter le processus de création d’applications pour téléphones intelligents (apps) en santé mentale.
Méthode Présentation brève de l’intérêt potentiel des apps et proposition argumentée d’étapes clés pour la création des apps. L’article se base sur une revue narrative, un retour d’expérience et des discussions de groupes d’experts.
Résultats Les apps ont des caractéristiques ubiquitaires particulièrement intéressantes pour le domaine de la santé mentale. Potentiellement connectées à de multiples technologies, mobiles et disponibles en tout temps, elles permettent une grande flexibilité de conception. Afin d’augmenter les chances d’efficacité et de bonne dissémination d’une app donnée, certains principes pourraient guider de manière utile le travail de conception des apps : 9 repères sont proposés, en particulier une bonne intégration des utilisateurs finaux autour d’objectifs cibles bien définis durant tout le processus de création de tels outils.
Conclusion Les repères proposés pourraient faciliter le processus de création d’apps pour la santé mentale.
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Affiliation(s)
- Yasser Khazaal
- Service de médecine des addictions, Département de Psychiatrie CHUV et Université de Lausanne
- Département de psychiatrie et d’addictologie, Université de Montréal
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal
| | - Stéphane Potvin
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal
- Département de psychologie, Université de Montréal
| | - Antoine Pennou
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal
- Département de psychologie, Université de Montréal
| | - William Djomo
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal
| | - François Borgeat
- Département de psychiatrie et d’addictologie, Université de Montréal
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal
| | - Tania Lecomte
- Centre de recherche de l’Institut universitaire en santé mentale de Montréal
- Département de psychologie, Université de Montréal
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Bock B, Deutsch C, Dunsiger S, Rosen RK, Walaska K, Lantini R, Foster R. C.A.R.E.S: A mobile health program for alcohol risk reduction in community college students. Contemp Clin Trials 2021; 107:106493. [PMID: 34182157 DOI: 10.1016/j.cct.2021.106493] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2021] [Revised: 06/22/2021] [Accepted: 06/24/2021] [Indexed: 11/26/2022]
Abstract
BACKGROUND Compared to students at four-year residential colleges, Community College Students (CCS) are at greater risk for binge drinking and alcohol related risks, however few interventions have been developed specifically for the needs of CCS. METHODS AND DESIGN This study design tests the efficacy of a smartphone app (CARES) compared to an existing online alcohol education (AE) program. CCS (n = 250) will be recruited using a nationwide social media campaign and randomly assigned to either arm, stratified by sex and age (over/under 21). Eligibility screening, consent and assessments are conducted online and both interventions are accessible by smartphone. Assessments will be conducted at baseline, 4- and 8- weeks, end of treatment (12-weeks) and at 6-month follow-up. The primary outcomes are heavy episodic drinking (past 2 weeks), and alcohol related problems Confidence in refusing alcohol, use of protective behavioral strategies and expectations regarding alcohol use. Demographics including age, sex, race/ethnicity, marital and parental status and employment will be analyzed as potential covariates. DISCUSSION Community colleges serve approximately half of all US college students but frequently lack the resources to implement full-service alcohol prevention and education programs. The specific needs of CCS also differ from those of residential college students for whom most alcohol prevention programs have been developed. If proven efficacious, the CARES intervention may offer a scalable, easily disseminable program designed for the needs of community colleges and their students. ClinicalTrials.gov Registration: NCT03927482.
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Affiliation(s)
- Beth Bock
- Alpert Medical School, Brown University, United States of America; Center for Behavioral and Preventive Medicine, Miriam Hospital, Coro Suite 309, 164 Summit Avenue, Providence, RI 02906, United States of America; Brown School of Public Health, 121 South Main Street, Providence, RI 02903, United States of America.
| | - Christopher Deutsch
- Live Inspired LLC, 1531 Gales St., Washington DC, NE 20002, United States of America
| | - Shira Dunsiger
- Alpert Medical School, Brown University, United States of America; Brown School of Public Health, 121 South Main Street, Providence, RI 02903, United States of America.
| | - Rochelle K Rosen
- Center for Behavioral and Preventive Medicine, Miriam Hospital, Coro Suite 309, 164 Summit Avenue, Providence, RI 02906, United States of America; Brown School of Public Health, 121 South Main Street, Providence, RI 02903, United States of America.
| | - Kristen Walaska
- Center for Behavioral and Preventive Medicine, Miriam Hospital, Coro Suite 309, 164 Summit Avenue, Providence, RI 02906, United States of America.
| | - Ryan Lantini
- Center for Behavioral and Preventive Medicine, Miriam Hospital, Coro Suite 309, 164 Summit Avenue, Providence, RI 02906, United States of America.
| | - Rob Foster
- Live Inspired LLC, 1531 Gales St., Washington DC, NE 20002, United States of America
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7
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Akbar S, Coiera E, Magrabi F. Safety concerns with consumer-facing mobile health applications and their consequences: a scoping review. J Am Med Inform Assoc 2021; 27:330-340. [PMID: 31599936 PMCID: PMC7025360 DOI: 10.1093/jamia/ocz175] [Citation(s) in RCA: 81] [Impact Index Per Article: 27.0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/29/2019] [Revised: 09/05/2019] [Accepted: 09/23/2019] [Indexed: 12/21/2022] Open
Abstract
Objective To summarize the research literature about safety concerns with consumer-facing health apps and their consequences. Materials and Methods We searched bibliographic databases including PubMed, Web of Science, Scopus, and Cochrane libraries from January 2013 to May 2019 for articles about health apps. Descriptive information about safety concerns and consequences were extracted and classified into natural categories. The review was conducted in accordance with the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) statement. Results Of the 74 studies identified, the majority were reviews of a single or a group of similar apps (n = 66, 89%), nearly half related to disease management (n = 34, 46%). A total of 80 safety concerns were identified, 67 related to the quality of information presented including incorrect or incomplete information, variation in content, and incorrect or inappropriate response to consumer needs. The remaining 13 related to app functionality including gaps in features, lack of validation for user input, delayed processing, failure to respond to health dangers, and faulty alarms. Of the 52 reports of actual or potential consequences, 5 had potential for patient harm. We also identified 66 reports about gaps in app development, including the lack of expert involvement, poor evidence base, and poor validation. Conclusions Safety of apps is an emerging public health issue. The available evidence shows that apps pose clinical risks to consumers. Involvement of consumers, regulators, and healthcare professionals in development and testing can improve quality. Additionally, mandatory reporting of safety concerns is needed to improve outcomes.
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Affiliation(s)
- Saba Akbar
- Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Enrico Coiera
- Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Farah Magrabi
- Centre for Health Informatics, Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
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8
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Marín-Navarrete R, Torrens M, Toledo-Fernández A, Mestre-Pinto JI, Sánchez-Domínguez R, Pérez-Lopez A, Saracco-Alvarez R, Madrigal-De León EÁ, Szerman N. Developing an App to Screen for Dual Disorders: A Tool for Improving Treatment Services in Mexico. Front Psychiatry 2021; 12:697598. [PMID: 34777035 PMCID: PMC8585995 DOI: 10.3389/fpsyt.2021.697598] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/19/2021] [Accepted: 08/31/2021] [Indexed: 11/30/2022] Open
Abstract
Background: Previous studies in Mexico undertaken at residential facilities for treating substance use disorders (SUDs) reported that the prevalence of Dual Disorders (DDs) is over 65%. DDs pose a major challenge for the Mexican health system, particularly for community-based residential care facilities for SUDs, due to the shortage of certified professionals to diagnose and treat these patients. Moreover, the lack of standardized algorithms for screening for and evaluating DDs to refer patients to specialized services (whether private or public) hinders timely care, delaying the start of integrated treatment. The use of new technologies provides a strategic opportunity for the timely detection of DDs through the development of standardized digital applications for the timely detection of DDs. Objective: To develop an app to screen for DDs, which will contribute to referral to specialized services in keeping with the level of severity of psychiatric and addictive symptomatology, and be suitable for use by community-based residential care facilities for SUDs. Method: The research project was implemented in two stages. Stage 1 involved obtaining the psychometric properties of the Dual Diagnosis Screening Interview (DDSI). Stage 2 consisted of two steps to test the Beta version of the app and the quality of version 1.0. Results: The DDS obtained sensitivity and specificity scores above 85%. The app and its algorithm to screen for and refer DDs proved to be efficient and easy to apply with satisfactory community acceptance. Conclusion: The app promises to be a useful screening tool at residential addiction treatment centers.
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Affiliation(s)
- Rodrigo Marín-Navarrete
- Unidad de Ensayos Clínicos en Adicciones y Salud Mental, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Marta Torrens
- Programa de Investigación en Neurociencias, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain
| | - Aldebarán Toledo-Fernández
- Unidad de Ensayos Clínicos en Adicciones y Salud Mental, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico.,Centro Anáhuac de Investigación en Psicología, Facultad de Psicología, Universidad Anahuac Mexico, Mexico, Mexico
| | - Joan Ignasi Mestre-Pinto
- Programa de Investigación en Neurociencias, Institut Hospital del Mar d'Investigacions Mèdiques, Barcelona, Spain
| | - Ricardo Sánchez-Domínguez
- Unidad de Ensayos Clínicos en Adicciones y Salud Mental, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Alejandro Pérez-Lopez
- Unidad de Ensayos Clínicos en Adicciones y Salud Mental, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Ricardo Saracco-Alvarez
- Unidad de Ensayos Clínicos en Adicciones y Salud Mental, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Eduardo Ángel Madrigal-De León
- Unidad de Ensayos Clínicos en Adicciones y Salud Mental, Instituto Nacional de Psiquiatría Ramón de la Fuente Muñiz, Mexico City, Mexico
| | - Nestor Szerman
- Hospital Gregorio Marañón, Servicio de Salud Mental Retiro, Madrid, Spain
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Carpenter SM, Menictas M, Nahum-Shani I, Wetter DW, Murphy SA. Developments in Mobile Health Just-in-Time Adaptive Interventions for Addiction Science. CURRENT ADDICTION REPORTS 2020; 7:280-290. [PMID: 33747711 PMCID: PMC7968352 DOI: 10.1007/s40429-020-00322-y] [Citation(s) in RCA: 27] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
PURPOSE OF REVIEW Addiction is a serious and prevalent problem across the globe. An important challenge facing intervention science is how to support addiction treatment and recovery while mitigating the associated cost and stigma. A promising solution is the use of mobile health (mHealth) just-in-time adaptive interventions (JITAIs), in which intervention options are delivered in situ via a mobile device when individuals are most in need. RECENT FINDINGS The present review describes the use of mHealth JITAIs to support addiction treatment and recovery, and provides guidance on when and how the micro-randomized trial (MRT) can be used to optimize a JITAI. We describe the design of five mHealth JITAIs in addiction and three MRT studies, and discuss challenges and future directions. SUMMARY This review aims to provide guidance for constructing effective JITAIs to support addiction treatment and recovery.
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Affiliation(s)
| | | | - Inbal Nahum-Shani
- Institute for Social Research, University of Michigan, Ann Arbor, MI
| | - David W. Wetter
- Huntsman Cancer Institute and the University of Utah, Salt Lake City, UT
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Lecomte T, Potvin S, Corbière M, Guay S, Samson C, Cloutier B, Francoeur A, Pennou A, Khazaal Y. Mobile Apps for Mental Health Issues: Meta-Review of Meta-Analyses. JMIR Mhealth Uhealth 2020; 8:e17458. [PMID: 32348289 PMCID: PMC7293054 DOI: 10.2196/17458] [Citation(s) in RCA: 125] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2019] [Revised: 02/11/2020] [Accepted: 02/26/2020] [Indexed: 12/18/2022] Open
Abstract
BACKGROUND Mental health apps have great potential to help people needing support to cope with distress or specific symptoms. In fact, there is an exponential increase in the number of mental health apps available on the internet, with less than 5% being actually studied. OBJECTIVE This study aimed to assess the quality of the available evidence regarding the use of mental health apps and to summarize the results obtained so far. METHODS Systematic reviews and meta-analyses were searched, specifically for mobile apps on mental health issues or symptoms, and rated using the Grading of Recommendations Assessment, Development and Evaluation system. RESULTS A total of 7 meta-analyses were carefully reviewed and rated. Although some meta-analyses looked at any mental health issue and analyzed the data together, these studies were of poorer quality and did not offer strong empirical support for the apps. Studies focusing specifically on anxiety symptoms or depressive symptoms were of moderate to high quality and generally had small to medium effect sizes. Similarly, the effects of apps on stress and quality of life tended to offer small to medium effects and were of moderate to high quality. Studies looking at stand-alone apps had smaller effect sizes but better empirical quality than studies looking at apps with guidance. The studies that included follow-ups mostly found a sustained impact of the app at an 11-week follow-up. CONCLUSIONS This meta-review revealed that apps for anxiety and depression hold great promise with clear clinical advantages, either as stand-alone self-management or as adjunctive treatments. More meta-analyses and more quality studies are needed to recommend apps for other mental health issues or for specific populations.
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Affiliation(s)
- Tania Lecomte
- Department of Psychology, University of Montreal, Montreal, QC, Canada
- Centre de recherche, l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
| | - Stéphane Potvin
- Centre de recherche, l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
- Department of Psychiatry, University of Montreal, Montreal, QC, Canada
| | - Marc Corbière
- Centre de recherche, l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
- Department of Education, Career Counselling, University du Quebec a Montreal, Montreal, QC, Canada
| | - Stéphane Guay
- Centre de recherche, l'Institut Universitaire en Santé Mentale de Montréal, Montreal, QC, Canada
- Department of Criminology, University of Montreal, Montreal, QC, Canada
| | - Crystal Samson
- Department of Psychology, University of Montreal, Montreal, QC, Canada
| | - Briana Cloutier
- Department of Psychology, University of Montreal, Montreal, QC, Canada
| | - Audrey Francoeur
- Department of Psychology, University of Montreal, Montreal, QC, Canada
| | - Antoine Pennou
- Department of Psychology, University of Montreal, Montreal, QC, Canada
| | - Yasser Khazaal
- Department of Psychiatry, Centre Hospitalier Universitaire Vaudois, Lausanne, Switzerland
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11
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Colbert S, Thornton L, Richmond R. Smartphone apps for managing alcohol consumption: a literature review. Addict Sci Clin Pract 2020; 15:17. [PMID: 32381062 PMCID: PMC7206704 DOI: 10.1186/s13722-020-00190-x] [Citation(s) in RCA: 51] [Impact Index Per Article: 12.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2019] [Accepted: 04/27/2020] [Indexed: 01/01/2023] Open
Abstract
Background Smartphone applications (apps) designed to assist users to reduce hazardous and harmful alcohol consumption show potential as an inexpensive alternative to traditional brief intervention in primary care. The aim of this paper is to provide an overview of the literature on alcohol reduction apps and the availability of evidenced-based apps on top commercial app stores. Methods We reviewed literature through to December 2019 using the databases PubMed, MEDLINE, PsycINFO and Google Scholar and keyword search terms smartphone/mobile/phone AND application/app AND alcohol. Articles were included if the primary intervention was a smartphone app and the study measured participant changes in frequency or volume of alcohol consumption. Results 21 relevant articles were identified that evaluated 19 unique smartphone apps. Of the 19 unique apps, seven were designed for use among youth and 12 in adult populations. The available evidence for the efficacy of alcohol reduction apps among youth is inconclusive, with results from these evaluations not showing a clear benefit in reducing alcohol consumption compared to control groups. The results of apps designed for adult populations appears more promising, but results are still mixed. Of the 19 alcohol reduction apps that have been evaluated only eight of these are currently publicly available in commercial app stores. Of these eight apps, only four were demonstrated in the literature to assist with reducing alcohol consumption. Conclusion The evidence for alcohol reduction apps is promising but inconclusive. Few apps that have been evaluated in the scientific literature are currently available for download in commercial app stores.
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Affiliation(s)
- Stephanie Colbert
- School Public Health and Community Medicine, University of New South Wales, Kensington, Australia
| | - Louise Thornton
- The Matilda Centre for Research in Mental Health and Substance Use, University of Sydney, Sydney, Australia
| | - Robyn Richmond
- School Public Health and Community Medicine, University of New South Wales, Kensington, Australia.
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12
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Tomazic T, Jerkovic OS. Online Interventions for the Selective Prevention of Illicit Drug Use in Young Drug Users: Exploratory Study. J Med Internet Res 2020; 22:e17688. [PMID: 32319962 PMCID: PMC7203615 DOI: 10.2196/17688] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2020] [Revised: 01/31/2020] [Accepted: 02/01/2020] [Indexed: 11/13/2022] Open
Abstract
Background Digital technologies have a major impact on the daily lives of young people and are also used to seek information on and help with drug-related issues online. Objective The aim of this article was to analyze current online interventions for young drug users in Slovenia, with the purpose of contributing to the development of guidelines and key recommendations for effective online interventions. Methods This study was part of the project Click for Support. We performed a keyword search, received input from national experts in the field of drug prevention, and conducted an assessment of recognized national online interventions through workshop-based discussions with the target group of 20 young drug users. Results The current online intervention services in Slovenia are satisfactory but are still not sufficiently recognized. The most important issues for young drug users were the design and functionality of the online intervention, presence of a clear structure, possibility of using it on smartphones, comprehensive and quick professional feedback, and data security. Playful elements and the ability to share (experiences) with other or former users were also recognized as important. Conclusions With effective online interventions, we can include more young drug users, facilitate access to a more affordable service, provide quick professional feedback on patterns of consumption, increase knowledge about the effects and consequences of drugs, and support the reduction or cessation of drug use. From the public health perspective, it is challenging to provide drug interventions broadly to the target group and, hence, decrease inequities.
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Affiliation(s)
- Tina Tomazic
- Institute of Media Communications, Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia
| | - Olivera Stanojevic Jerkovic
- Medical Faculty, Department of Public Health, University of Maribor, Maribor, Slovenia.,National Institute of Public Health, Maribor, Slovenia
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13
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Klingemann H, Flückiger M, Bongard T, Büchi M, Carrara M. Design and Content Quality of Alcohol-Related German, French and Italian Self-Tracking Applications. Subst Use Misuse 2020; 55:851-859. [PMID: 31934803 DOI: 10.1080/10826084.2019.1708117] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
Background: Research on the increasing use of mobile technology in the addiction field is mainly focused on data collection and brief interventions. The acceptance and outcomes of autonomous self-tracking and self-governance as key elements for behavior change are under-researched. Purpose/Objectives: The objective of the study was to conduct a quality assessment of design and content features of self-tracking smartphone applications related to alcohol use, available in German, Italian, or French. Methods: A total of 25 self-tracking applications were identified, of which 17 could be assessed with the Mobile App Rating Scale (MARS), the System Usability Scale (SUS), and an additional content quality checklist based on the theoretical self-change framework (n = 13). Results: The scale design analysis showed a rather positive picture. Using the SUS, only six cases were below the reference average (x = 68), and three were clearly above average. Application of the MARS showed higher scores among the self-tracking applications in this study than among the health applications reviewed in the original MARS study. Better design quality goes together with better basic content quality. However, a closer look at the "interactivity scores" and the "risk/information barometer," as well as at the individual subtopics of the 10-point content checklist revealed major shortcomings. Conclusions/Importance: Improvements are necessary for consumer information in app stores, increased availability of alcohol-related self-tracking applications, transparent quality assurance regarding evidence-based content, and user-friendly design quality, to provide guidance for potential users on how to successfully navigate a highly unstable digital environment.
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Affiliation(s)
- Harald Klingemann
- Institute of Design Research, Bern University of Applied Sciences - University of the Arts, Bern, Switzerland
| | - Michael Flückiger
- Institute of Design Research, Bern University of Applied Sciences - University of the Arts, Bern, Switzerland
| | - Thierry Bongard
- Institute of Design Research, Bern University of Applied Sciences - University of the Arts, Bern, Switzerland
| | - Marlen Büchi
- Institute of Design Research, Bern University of Applied Sciences - University of the Arts, Bern, Switzerland
| | - Marco Carrara
- Institute of Design Research, Bern University of Applied Sciences - University of the Arts, Bern, Switzerland
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14
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Self-help Smartphone Applications for Alcohol Use, PTSD, Anxiety, and Depression: Addressing the New Research-Practice Gap. ACTA ACUST UNITED AC 2019. [DOI: 10.1007/s41347-019-00099-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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15
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Tofighi B, Chemi C, Ruiz-Valcarcel J, Hein P, Hu L. Smartphone Apps Targeting Alcohol and Illicit Substance Use: Systematic Search in in Commercial App Stores and Critical Content Analysis. JMIR Mhealth Uhealth 2019; 7:e11831. [PMID: 31008713 PMCID: PMC6658280 DOI: 10.2196/11831] [Citation(s) in RCA: 57] [Impact Index Per Article: 11.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/03/2018] [Revised: 10/24/2018] [Accepted: 12/12/2018] [Indexed: 01/22/2023] Open
Abstract
Background Smartphone apps promise to enhance the reach of evidence-based interventions (cognitive behavior therapy, contingency management and therapeutic education system) for populations with substance use disorders, with minimal disruption to health systems. However, further studies are needed to systematically evaluate smartphone apps targeting alcohol and illicit substances. Objective The aim of this study was to evaluate the functionality, aesthetics, and quality of information of free or low-cost apps claiming to target alcohol, benzodiazepine, cocaine, crack/cocaine, crystal methamphetamine, and heroin use using the validated Mobile App Rating Scale (MARS) and critical content analysis. Methods A systematic search of iTunes and Google Play app stores for free or low-cost apps facilitating recovery was conducted in March 2018 and yielded 904 apps using the keywords described in previous studies (eg, recovery, sobriety, sober, alcohol, and heroin). An interdisciplinary team of clinicians, behavioral informatics, and public health reviewers trained in substance use disorders conducted a descriptive analysis of 74 apps categorized as reducing use. In addition to the MARS scale, a descriptive analysis of relevant apps was conducted by the study team to assess for quality indicators emphasized by expert guidelines and review articles. Results Most apps (n=74) claimed to reduce use or promote abstinence and yielded an overall low median MARS score of 2.82 (0.55) and a wide range of scores (1.64, 4.20). Ratings were also low for engagement (2.75 (0.72)), functionality (3.64 (0.78)), aesthetics (3.03 (0.87)), information (2.82 (0.62)), and satisfaction (1.76 (0.67)) subdomains. Innovative design and content features elicited in the review included initial assessments of substance use following app download, tracking substance use, and related consequences (eg, cost or calorie intake), remote and proximate peer support per geospatial positioning, and allowing users and family members of individuals with substance use disorders to locate 12-step meetings, treatment programs, and mental health services. Few apps integrated evidence-based psychotherapeutic (eg, cognitive behavioral therapy [CBT] or motivational interviewing) and pharmacologic interventions (eg, naloxone or buprenorphine). Conclusions Few commercially available apps yielded in our search integrated evidence-based interventions (eg, extended-release naltrexone, buprenorphine, naloxone, Self-Management and Recovery Training recovery, or CBT), and a concerning number of apps promoted harmful drinking and illicit substance use.
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Affiliation(s)
- Babak Tofighi
- Department of Population Health, New York University School of Medicine, New York, NY, United States
| | - Chemi Chemi
- Department of Population Health, New York University School of Medicine, New York, NY, United States
| | | | - Paul Hein
- Department of Population Health, New York University School of Medicine, New York, NY, United States
| | - Lu Hu
- Department of Population Health, New York University School of Medicine, New York, NY, United States
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16
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Bendtsen M, McCambridge J. Reducing Alcohol Consumption Among Risky Drinkers in the General Population of Sweden Using an Interactive Mobile Health Intervention: Protocol for a Randomized Controlled Trial. JMIR Res Protoc 2019; 8:e13119. [PMID: 30998221 PMCID: PMC6495288 DOI: 10.2196/13119] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2018] [Revised: 02/28/2019] [Accepted: 03/03/2019] [Indexed: 12/25/2022] Open
Abstract
Background Harmful use of alcohol continues to be a leading contributor to premature deaths globally. Not only does harmful drinking have consequences for the individuals consuming at increased levels, but it may also result in a range of negative consequences for their family members and friends. Interventions delivered via mobile phones (mobile health [mHealth] interventions) could potentially support risky drinkers seeking help to reduce their alcohol consumption. Objective This protocol describes a randomized controlled trial that aims to validly estimate the effect of a novel mHealth intervention targeting risky drinkers in the general population of Sweden. Nested within the trial are 3 substudies that focus on methodological and user satisfaction research questions. Methods A 2-arm parallel group randomized controlled trial will be employed to estimate the effect of the novel intervention. Participants will be recruited through Web advertisements and social media. The inclusion criteria are as follows: 18 years or older, ownership of a mobile phone, and being classified as a risky drinker according to Swedish guidelines. Participants allocated to the intervention group will receive a novel mHealth intervention. The intervention consists of weekly screening, personalized feedback on current consumption, functions allowing for planning of future consumption, as well as a series of messages delivered throughout the week. Participants allocated to the control group will receive a short message regarding negative consequences of alcohol consumption and a hyperlink that offers more information. Following 2 and 4 months after randomization, both groups will be asked to complete follow-up questionnaires (2-month interval being primary). Primary outcomes are weekly alcohol consumption and heavy episodic drinking. Participants in the control group will be given access to the novel intervention after completing the 4-month follow-up. The trial includes 3 substudies: We will explore whether the mode of presenting information before participants giving informed consent affects participation rates and recall of trial parameters, investigate if the content of the short message received by the control group affects study outcomes and requests for more information, and explore user satisfaction with the intervention and reactions of the control group. Results Participant recruitment is planned to begin in April 2019 and to last for a maximum of 24 months. The first dataset will be available approximately 2 months after the final participant has been recruited, and the final dataset will be available approximately 2 months later. No participants had been recruited at the time of submitting this protocol. Conclusions If found effective, the intervention has the potential to reduce negative consequences of alcohol consumption for individuals. The technology has been designed to have potential for extensive reach among those who may benefit. Trial Registration ISRCTN Registry ISRCTN48317451; http://www.isrctn.com/ISRCTN48317451 (Archived by WebCite at http://www.webcitation.org/779tKLsu3) International Registered Report Identifier (IRRID) PRR1-10.2196/13119
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Affiliation(s)
- Marcus Bendtsen
- Department of Medical and Health Sciences, Linköping University, Linköping, Sweden
| | - Jim McCambridge
- Department of Health Sciences, University of York, York, United Kingdom
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17
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Garnett C, Crane D, West R, Brown J, Michie S. The development of Drink Less: an alcohol reduction smartphone app for excessive drinkers. Transl Behav Med 2019; 9:296-307. [PMID: 29733406 PMCID: PMC6417151 DOI: 10.1093/tbm/iby043] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022] Open
Abstract
Excessive alcohol consumption poses a serious problem for public health. Digital behavior change interventions have the potential to help users reduce their drinking. In accordance with Open Science principles, this paper describes the development of a smartphone app to help individuals who drink excessively to reduce their alcohol consumption. Following the UK Medical Research Council's guidance and the Multiphase Optimization Strategy, development consisted of two phases: (i) selection of intervention components and (ii) design and development work to implement the chosen components into modules to be evaluated further for inclusion in the app. Phase 1 involved a scoping literature review, expert consensus study and content analysis of existing alcohol apps. Findings were integrated within a broad model of behavior change (Capability, Opportunity, Motivation-Behavior). Phase 2 involved a highly iterative process and used the "Person-Based" approach to promote engagement. From Phase 1, five intervention components were selected: (i) Normative Feedback, (ii) Cognitive Bias Re-training, (iii) Self-monitoring and Feedback, (iv) Action Planning, and (v) Identity Change. Phase 2 indicated that each of these components presented different challenges for implementation as app modules; all required multiple iterations and design changes to arrive at versions that would be suitable for inclusion in a subsequent evaluation study. The development of the Drink Less app involved a thorough process of component identification with a scoping literature review, expert consensus, and review of other apps. Translation of the components into app modules required a highly iterative process involving user testing and design modification.
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Affiliation(s)
- Claire Garnett
- Research Department of Behavioural Science and Health, UCL, London, UK
| | - David Crane
- Research Department of Clinical, Educational and Health Psychology, UCL, London, UK
| | - Robert West
- Research Department of Behavioural Science and Health, UCL, London, UK
| | - Jamie Brown
- Research Department of Behavioural Science and Health, UCL, London, UK
- Research Department of Clinical, Educational and Health Psychology, UCL, London, UK
| | - Susan Michie
- Research Department of Clinical, Educational and Health Psychology, UCL, London, UK
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18
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Chapman C, Champion KE, Birrell L, Deen H, Brierley ME, Stapinski LA, Kay-Lambkin F, Newton NC, Teesson M. Smartphone Apps About Crystal Methamphetamine ("Ice"): Systematic Search in App Stores and Assessment of Composition and Quality. JMIR Mhealth Uhealth 2018; 6:e10442. [PMID: 30463834 PMCID: PMC6282015 DOI: 10.2196/10442] [Citation(s) in RCA: 20] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2018] [Revised: 07/01/2018] [Accepted: 08/10/2018] [Indexed: 01/23/2023] Open
Abstract
Background Amid considerable community concern about the prevalence and harms associated with the use of crystal methamphetamine (“ice”), the increased use of smartphones to access health information and a growing number of available smartphone apps related to crystal methamphetamine, no previous reviews have examined the content and quality of these apps. Objective This study aims to systematically review existing apps in the iTunes and Google Play Stores to determine the existence, composition, and quality of educational smartphone apps about methamphetamines, including ice. Methods The iTunes and Google Play Stores were systematically searched in April 2017 for iOS Apple and Android apps, respectively. English-language apps that provided educational content or information about methamphetamine were eligible for inclusion. Eligible apps were downloaded and independently evaluated for quality by 2 reviewers using the Mobile Application Rating Scale (MARS). Results A total of 2205 apps were initially identified, of which 18 were eligible and rated using the MARS. The mean MARS quality total score for all rated apps was 3.0 (SD 0.6), indicating poor to acceptable quality. Overall, mean scores were the highest for functionality (mean 4.0, SD 0.5) and lowest for engagement (mean 2.3, SD 0.7). Conclusions This study demonstrates a shortage of high-quality educational and engaging smartphone apps specifically related to methamphetamine. The findings from this review highlight a need for further development of engaging and evidence-based apps that provide educational information about crystal methamphetamine.
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Affiliation(s)
- Cath Chapman
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Katrina Elizabeth Champion
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia.,Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| | - Louise Birrell
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Hannah Deen
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Mary-Ellen Brierley
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Lexine A Stapinski
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Frances Kay-Lambkin
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia.,Priority Research Centre for Brain and Mental Health, The University of Newcastle, Newcastle, Australia
| | - Nicola C Newton
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
| | - Maree Teesson
- National Health and Medical Research Council Centre of Research Excellence in Mental Health and Substance Use, National Drug and Alcohol Research Centre, University of New South Wales, Sydney, Australia
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Carreiro S, Chai PR, Carey J, Lai J, Smelson D, Boyer EW. mHealth for the Detection and Intervention in Adolescent and Young Adult Substance Use Disorder. CURRENT ADDICTION REPORTS 2018; 5:110-119. [PMID: 30148037 DOI: 10.1007/s40429-018-0192-0] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Purpose of review The goal of this review is to highlight recent research in mHealth based approaches to the detection and treatment of substance use disorders in adolescents and young adults. Recent findings The main methods for mHealth based detection include mobile phone based self-report tools, GPS tracking, and wearable sensors. Wearables can be used to detect physiologic changes (e.g., heart rate, electrodermal activity) or biochemical contents of analytes (i.e. alcohol in sweat) with reasonable accuracy, but larger studies are needed. Detection methods have been combined with interventions based on mindfulness, education, incentives/goals and motivation. Few studies have focused specifically on the young adult population, although those that did indicate high rates of utilization and acceptance. Summary Research that explores the pairing of advanced detection methods such as wearables with real time intervention strategies is crucial to realizing the full potential of mHealth in this population.
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Affiliation(s)
- Stephanie Carreiro
- University of Massachusetts Medical School, Department of Emergency Medicine, Division of Medical Toxicology, Worcester, MA
| | - Peter R Chai
- Brigham and Women's Hospital, Department of Emergency Medicine, Division of Medical Toxicology, Boston, MA
| | - Jennifer Carey
- University of Massachusetts Medical School, Department of Emergency Medicine, Division of Medical Toxicology, Worcester, MA
| | - Jeffrey Lai
- University of Massachusetts Medical School, Department of Emergency Medicine, Division of Medical Toxicology, Worcester, MA
| | - David Smelson
- University of Massachusetts Medical School, Department of Psychiatry, Division of Addiction Psychiatry, Worcester, MA
| | - Edward W Boyer
- Brigham and Women's Hospital, Department of Emergency Medicine, Division of Medical Toxicology, Boston, MA
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20
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Khazaal Y, Favrod J, Sort A, Borgeat F, Bouchard S. Editorial: Computers and Games for Mental Health and Well-Being. Front Psychiatry 2018; 9:141. [PMID: 29706906 PMCID: PMC5908884 DOI: 10.3389/fpsyt.2018.00141] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2018] [Accepted: 03/29/2018] [Indexed: 11/13/2022] Open
Affiliation(s)
- Yasser Khazaal
- Department of Psychiatry, University of Geneva, Geneva, Switzerland.,Geneva University Hospitals, Geneva, Switzerland.,Research Centre of the Montreal University Institute of Mental Health, Montreal, QC, Canada
| | - Jérôme Favrod
- La Source, School of Nursing Sciences, HES-SO University of Applied Sciences and Arts of Western Switzerland, Lausanne, Switzerland
| | - Anna Sort
- University of Barcelona, Barcelona, Spain.,PlayBenefit, Barcelona, Spain
| | - François Borgeat
- Research Centre of the Montreal University Institute of Mental Health, Montreal, QC, Canada.,Department of Psychiatry, University of Montréal, Montreal, QC, Canada
| | - Stéphane Bouchard
- Department of Psychoeducation and Psychology, Université du Québec en Outaouais, Gatineau, QC, Canada.,Centre Intégré de Santé et de Services Sociaux de l'Outaouais, Gatineau, QC, Canada
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21
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Hoeppner BB, Schick MR, Kelly LM, Hoeppner SS, Bergman B, Kelly JF. There is an app for that - Or is there? A content analysis of publicly available smartphone apps for managing alcohol use. J Subst Abuse Treat 2017; 82:67-73. [PMID: 29021117 DOI: 10.1016/j.jsat.2017.09.006] [Citation(s) in RCA: 28] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2017] [Revised: 09/08/2017] [Accepted: 09/08/2017] [Indexed: 10/18/2022]
Abstract
INTRODUCTION Smartphone apps are emerging as a promising tool to support recovery from and prevention of problematic alcohol use, yet it is unclear what type of apps are currently available in the public domain, and to what degree these apps use interactive tailoring or other dynamic features to meet users' specific needs. METHODS We conducted a content analysis of Android apps for managing drinking available on Google Play (n=266), downloaded between November 21, 2014 and June 25, 2015. We recorded app popularity (>10,000 downloads) and user-rated quality (number of stars) from Google Play, and coded the apps on three domains (basic descriptors, functionality, use of dynamic features). RESULTS In total, the reviewed 266 apps were downloaded at least 2,793,567 times altogether. The most common types of app were BAC calculators (37%), information provision apps (37%), tracking calendars (24%), and motivational tools (21%). Most apps were free (65%) or low in cost (mean=$3.76; SD=$5.80). Many apps provided at least some level of tailored feedback (60%), but the extent of tailoring was limited. Use of other dynamic features (i.e., push notifications, passive data collection) was largely absent. Univariate models predicting app popularity (i.e., >10,000 downloads vs. not) and user-rated quality (i.e., star rating) indicated that tailoring was positively related to popularity (OR=2.41 [1.30-4.46]), and the existence of time-based tailoring (e.g., tracking) was related to quality (b=0.48 [0.19-0.77]). CONCLUSIONS These apps have a wide public health reach with >2.7 million total combined downloads to date. A wide variety of apps exist, allowing persons interested in using apps to help them manage their drinking to choose from numerous types of supports. Tailoring, while related favorably to an app's popularity and user-rated quality, is limited in publicly available apps.
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Affiliation(s)
- Bettina B Hoeppner
- Recovery Research Institute and Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, United States; Psychiatry Department, Massachusetts General Hospital, Harvard Medical School, United States.
| | - Melissa R Schick
- Recovery Research Institute and Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, United States
| | - Lourah M Kelly
- Recovery Research Institute and Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, United States; Suffolk University, Psychology Department, 73 Tremont Street, 8th Floor, MA 02114, United States
| | - Susanne S Hoeppner
- Psychiatry Department, Massachusetts General Hospital, Harvard Medical School, United States
| | - Brandon Bergman
- Recovery Research Institute and Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, United States; Psychiatry Department, Massachusetts General Hospital, Harvard Medical School, United States
| | - John F Kelly
- Recovery Research Institute and Center for Addiction Medicine, Massachusetts General Hospital, Harvard Medical School, United States; Psychiatry Department, Massachusetts General Hospital, Harvard Medical School, United States
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22
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Sort A, Khazaal Y. Six Tips on How to Bring Epic Wins to Health Care. Front Psychiatry 2017; 8:264. [PMID: 29249994 PMCID: PMC5714863 DOI: 10.3389/fpsyt.2017.00264] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/30/2017] [Accepted: 11/15/2017] [Indexed: 11/13/2022] Open
Affiliation(s)
- Anna Sort
- University of Barcelona, Barcelona, Spain.,PlayBenefit, Barcelona, Spain
| | - Yasser Khazaal
- Research Centre of the Montreal University Institute of Mental Health, Montreal, QC, Canada.,University of Geneva, Geneva, Switzerland.,Geneva University Hospitals, Geneva, Switzerland
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