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Du Y, Lubniewski K, Price L, Breslin G, Thomson P, Jinadasa N, Soni N. "They Can't Believe They're a Tiger": Insights from pediatric speech-language pathologist mobile app users and app designers. Int J Lang Commun Disord 2023; 58:1717-1737. [PMID: 37219400 DOI: 10.1111/1460-6984.12898] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/24/2022] [Accepted: 04/21/2023] [Indexed: 05/24/2023]
Abstract
BACKGROUND Children with communication disorders experience difficulty in one or more areas of articulation and speech, language, fluency, voice and social communication, and they work with speech-language pathologists (SLPs) to improve their communication. With the rise of adoption and use for mobile applications among special education and healthcare service providers, SLPs also have implemented, and for some, contributed to the design of, mobile applications (apps) during clinical practice. However, how these mobile apps are designed and implemented for clinicians to facilitate their clients' communication and learning experiences during therapy remains underinvestigated. AIMS This qualitative research study investigated how mobile apps were designed for clinicians to target assessment and intervention goals. Additionally, it focused on how clinicians adopted these apps while integrating therapy techniques to facilitate their clients' learning. METHODS AND PROCEDURES Informed by the Research, Practice, and Design for iPad Apps (iRPD) framework and the Consolidated Framework for Implementation Research (CFIR), semi-structured interviews were conducted with 37 licensed pediatric SLPs, including 23 SLPs who have used apps and 14 SLPs who have contributed to the design of their own mobile apps. Two rounds of qualitative coding via template analysis and thematic analysis were then used to analyse client and clinician characteristics, clinical practice, therapy tools, app characteristics, influential factors and app design and use recommendations. OUTCOMES AND RESULTS Results showed SLPs utilise different genres of assistive, educational and recreational game apps to support children's communication development when working with children who have diverse disorders and therapy needs across different age groups. SLPs who have designed their own apps emphasised the importance of following evidence-based practice, well-researched teaching methods and learning theories. Additionally, multiple financial, sociocultural, political and ethical factors contributed to the design, adoption and implementation of mobile apps during services. CONCLUSIONS AND IMPLICATIONS By understanding the clinician's app use practices situated in various therapy activities and techniques, we specified a list of design recommendations for app designers who are interested in creating mobile apps for supporting children's speech and language development. By bringing insights from both clinical practitioners as well as those with additional technical design backgrounds, this study contributes to the understanding of clinical practice needs and strategies and will lead to the most optimal app design and adoption practice to support the well-being of children with communication disorders. WHAT THIS PAPER ADDS What is already known on the subject Speech language pathologist (SLPs) implement mobile apps for clients with diverse therapy needs, and their app adoption and use are influenced by multifaceted factors. Although prior studies have reported SLPs' mobile app use, additional information is still needed. For example, the research literature does not include how specific technology is used during therapy practice, or specific details about challenges and needs in implementing and utilising the technology. Additional research also needs to include influential factors (e.g., financial, sociocultural, political, ethical) that are considered when selecting, implementing, assessing and designing an app. The lack of research in these areas directly affects the understanding of clinical mobile technology practices and further hinders clinicians' abilities to advocate for better clinical and design decisions towards identifying and implementing effective mobile apps that facilitate children's communication. What this study adds to existing knowledge This qualitative study is the first known empirical research that interviewed pediatric speech-language pathologists who have used and designed mobile apps for children who receive speech-language therapy across different clinical settings. By investigating experiences from clinician stakeholders to illustrate a holistic overview of app design and development to deployment, this study reported finding on (1) how clinicians use mobile apps to help children to participate in different therapy activities, and (2) a list of recommended design and development guidelines that informs the design and use of mobile apps that best support and motivate children to engage in therapy. What are the potential or actual clinical implications of this work? This study disseminates clinician-reported practices of app design and use with pediatric clients across different speech-language disorders, and identifies gaps and needs for clinicians and researchers who are interested in understanding the role of mobile technology in relationship to human communication and interaction. Additionally, the paper demonstrates that SLPs have instrumental roles rather than passive users in influencing the design and implementation of different genres of mobile apps through evidence-based clinical practice, and call for partnerships across clinicians, special educators and technologists to support children's communication development.
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Affiliation(s)
- Yao Du
- Caruso Department of Otolaryngology, Head and Neck Surgery (OHNS), Keck School of Medicine, University of Southern California, Los Angeles, California, USA
| | - Kathryn Lubniewski
- Department of Special Education, School of Education, Monmouth University, West Long Branch, New Jersey, USA
| | - Lori Price
- Apple Tree Speech, Bellevue, Washington, USA
| | - Grace Breslin
- Department of Speech Language Pathology, School of Education, Monmouth University, West Long Branch, New Jersey, USA
| | - Paula Thomson
- Kessler Institute for Rehabilitation, Saddle Brook, New Jersey, USA
| | | | - Nikita Soni
- Department of Computer Science, College of Engineering, University of Illinois, Chicago, Illinois, USA
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Koumpouros Y, Georgoulas A. Pain Management Mobile Applications: A Systematic Review of Commercial and Research Efforts. Sensors (Basel) 2023; 23:6965. [PMID: 37571747 PMCID: PMC10422642 DOI: 10.3390/s23156965] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/07/2023] [Accepted: 08/02/2023] [Indexed: 08/13/2023]
Abstract
Shared decision making is crucial in the pain domain. The subjective nature of pain demands solutions that can facilitate pain assessment and management. The aim of the current study is to review the current trends in both the commercial and the research domains in order to reveal the key issues and guidelines that could further help in the effective development of pain-focused apps. We searched for scientific publications and commercial apps in 22 databases and the two major app stores. Out of 3612 articles and 336 apps, 69 met the requirements for inclusion following the PRISMA guidelines. An analysis of their features (technological approach, design methodology, evaluation strategy, and others) identified critical points that have to be taken into consideration in future efforts. For example, commercial and research efforts target different types of pain, while no participatory design is followed in the majority of the cases examined. Moreover, the evaluation of the final apps remains a challenge that hinders their success. The examined domain is expected to experience a substantial increase. More research is needed towards the development of non-intrusive wearables and sensors for pain detection and assessment, along with artificial intelligence techniques and open data.
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Affiliation(s)
- Yiannis Koumpouros
- Department of Public and Community Health, School of Public Health, Athens Campus, University of West Attica, 11521 Athens, Greece
| | - Aggelos Georgoulas
- Department of Informatics and Computer Engineering, School of Engineering, Egaleo Park Campus, University of West Attica, 12243 Egaleo, Greece
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Radick AC, James J, Leroux BG, Kim TW, Saxon AJ, Samet JH, Tsui JI. Use of Video Directly Observed Therapy and Characteristics Associated With Use Among Patients Treated With Buprenorphine in an Office-based Setting. J Addict Med 2023; 17:300-304. [PMID: 37267172 PMCID: PMC10123169 DOI: 10.1097/adm.0000000000001103] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
OBJECTIVES Video directly observed therapy (video DOT) is a tool for confirming buprenorphine adherence that could complement the use of urine toxicology; research is needed to characterize the patients who are receptive and able to use this technology. We aimed to describe video DOT utilization and assess participant characteristics associated with use. METHODS We performed a secondary analysis of data from a pilot randomized controlled trial of adults who recently initiated sublingual buprenorphine in office-based programs, restricting to intervention arm participants, which consisted of 12 weeks of video DOT via a mobile health technology platform. Participants were instructed to record at least 1 daily video of buprenorphine self-administration. Poisson regression models with robust standard errors were used to measure associations between participant characteristics and frequency of submitted videos. RESULTS The sample included 39 participants. Of 3276 possible videos, 1002 (31%) were submitted. Age ≥40 years (relative risk [RR], 2.54 [95% confidence interval {CI}, 1.31-4.91]) and once-daily buprenorphine dosing (RR, 3.10 [95% CI, 1.76-5.48]) were positively associated with video submissions. Non-White race (RR, 0.43 [95% CI, 0.19-0.97]), less than high school education (RR, 0.27 [95% CI, 0.10-0.74]), history of previous buprenorphine treatment (RR, 0.50 [95% CI, 0.25-0.97]), and ≥3 previous treatment attempts (RR, 0.16 [95% CI, 0.07-0.37]) were negatively associated. CONCLUSIONS Video DOT utilization resulted in about a third of expected videos, although there were differences in use according to age, race, buprenorphine treatment factors, and educational status. Such differences underscore that mobile-health interventions such as video DOT may not be equally used by all patients.Trial Registration : ClinicalTrails.gov , NCT03779997 , registered on December 19, 2018.
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Affiliation(s)
- Andrea C Radick
- From the Division of General Internal Medicine, Department of Medicine, University of Washington, Seattle, WA (ACR, JJ, JIT); Department of Biostatistics, University of Washington, Seattle WA (BGL); Clinical Addiction Research and Education (CARE) Unit, Section of General Internal Medicine, Department of Medicine, Boston University School of Medicine and Boston Medical Center, Boston, MA (TWK, JHS); and Department of Psychiatry and Behavioral Sciences, University of Washington, Seattle, WA (AJS)
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Wilroy JD, Kim Y, Lai B, Ivankova N, Herbey I, Sinha T, Rimmer JH. How do people with physical/mobility disabilities benefit from a telehealth exercise program? A qualitative analysis. Front Rehabil Sci 2022; 3:932470. [PMID: 36189049 PMCID: PMC9397826 DOI: 10.3389/fresc.2022.932470] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 04/29/2022] [Accepted: 06/23/2022] [Indexed: 06/16/2023]
Abstract
People with neurological and physical disabilities (PWD) experience a myriad of secondary and chronic health conditions, thus, reducing their participation and quality of life. A telehealth exercise program could provide a convenient opportunity for improving health in this population. To describe participants' perceived benefits of a telehealth physical activity program among PWD, we conducted semi-structured interviews with 30 study participants after completing the 24-week program SUPER-HEALTH (Scale-Up Project Evaluating Responsiveness to Home Exercise and Lifestyle TeleHealth). Interview data were recorded, transcribed verbatim, and analyzed using inductive thematic analysis. The mean age of the sample was 51 ± 13 years, the primary disability was Multiple Sclerosis, and there were nine men (30%) and 21 (70%) women. Inductive thematic analysis resulted in four themes that include the following: (1) improved health and function, (2) increased activity participation, (3) improved psychosocial health, and (4) optimized performance and benefits. These preliminary findings provided support for the use of a home exercise program and recommendations to improve it to enhance benefits among PWD.
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Affiliation(s)
- Jereme D. Wilroy
- Department of Physical Medicine and Rehabilitation, The University of Alabama at Birmingham, Birmingham, AL, United States
- UAB-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
| | - Yumi Kim
- Department of Physical Medicine and Rehabilitation, The University of Alabama at Birmingham, Birmingham, AL, United States
- UAB-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
| | - Byron Lai
- UAB-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Division of Pediatric Rehabilitation Medicine, Department of Pediatrics, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Nataliya Ivankova
- Department of Health Services Administration, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Ivan Herbey
- Department of Surgery, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - Tanvee Sinha
- Department of Physical Medicine and Rehabilitation, The University of Alabama at Birmingham, Birmingham, AL, United States
| | - James H. Rimmer
- UAB-Lakeshore Foundation Research Collaborative, Birmingham, AL, United States
- Dean's Office, The University of Alabama at Birmingham, Birmingham, AL, United States
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Delva S, Waligora Mendez KJ, Cajita M, Koirala B, Shan R, Wongvibulsin S, Vilarino V, Gilmore DR, Han HR. Efficacy of Mobile Health for Self-management of Cardiometabolic Risk Factors: A Theory-Guided Systematic Review. J Cardiovasc Nurs 2021; 36:34-55. [PMID: 32040072 PMCID: PMC7713761 DOI: 10.1097/jcn.0000000000000659] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
Abstract
BACKGROUND Although mobile health (mHealth) technologies are burgeoning in the research arena, there is a lack of mHealth interventions focused on improving self-management of individuals with cardiometabolic risk factors (CMRFs). OBJECTIVE The purpose of this article was to critically and systematically review the efficacy of mHealth interventions for self-management of CMRF while evaluating quality, limitations, and issues with disparities using the technology acceptance model as a guiding framework. METHODS PubMed, CINAHL, EMBASE, and Lilacs were searched to identify research articles published between January 2008 and November 2018. Articles were included if they were published in English, included adults, were conducted in the United States, and used mHealth to promote self-care or self-management of CMRFs. A total of 28 articles were included in this review. RESULTS Studies incorporating mHealth have been linked to positive outcomes in self-management of diabetes, physical activity, diet, and weight loss. Most mHealth interventions included modalities such as text messaging, mobile applications, and wearable technologies. There was a lack of studies that are (1) in resource-poor settings, (2) theoretically driven, (3) community-engaged research, (4) measuring digital/health literacy, (5) measuring and evaluating engagement, (6) measuring outcomes related to disease self-management, and (7) focused on vulnerable populations, especially immigrants. CONCLUSION There is still a lack of mHealth interventions created specifically for immigrant populations, especially within the Latino community-the largest growing minority group in the United States. In an effort to meet this challenge, more culturally tailored mHealth interventions are needed.
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Shin GD, Feng Y, Gafinowitz N, Jarrahi MH. Improving patient engagement by fostering the sharing of activity tracker data with providers: a qualitative study. Health Info Libr J 2020; 37:204-215. [PMID: 32144876 DOI: 10.1111/hir.12300] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/02/2019] [Accepted: 02/01/2020] [Indexed: 11/29/2022]
Abstract
BACKGROUND Activity trackers are becoming increasingly popular, but patients often hesitate to share the data from such devices with their health care providers. Researchers have shown that sharing everyday health data with physicians can foster greater patient engagement. OBJECTIVES This research is intended to investigate activity tracker users' decisions regarding the sharing of their activity tracker data with physicians, as well as to build a stage based framework for improving patient engagement by fostering such data sharing. METHODS Qualitative analysis of interview records of 12 adults, who had used Fitbit activity tracking devices for up to two years, identifying emotions and experiences surrounding their tendencies to share physical exercise data with a physician. RESULTS This research used the subjects' emotions and considerations regarding the decision over whether to share exercise data with physicians to create a stage based framework with three stages: cognisance, tangible evidence and supportive feedback. CONCLUSION The tendency to progress towards three stages with greater patient-physician engagement appears to increase with health risk profile and with reduced data privacy concerns. This framework contributes to ongoing discussions about establishing patient-practitioner engagement, based around patients' shared personal data collection.
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Affiliation(s)
- Grace Donghee Shin
- Department of Library & Information Science, Sookmyung Women's University, Seoul, Republic of Korea
| | - Yuanyuan Feng
- Institute for Software Research School of Computer Science, Carnegie Mellon University, Pittsburgh, PA, USA
| | - Nicci Gafinowitz
- School of Information and Library Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Mohammad Hossein Jarrahi
- School of Information and Library Science, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Jonathan G, Carpenter-Song EA, Brian RM, Ben-Zeev D. Life with FOCUS: A qualitative evaluation of the impact of a smartphone intervention on people with serious mental illness. Psychiatr Rehabil J 2019; 42:182-189. [PMID: 30589278 PMCID: PMC10438016 DOI: 10.1037/prj0000337] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE A growing body of literature indicates that mobile health (mHealth) interventions that utilize smartphones for illness management are feasible, acceptable, and clinically promising. In this study, we examine how individuals with serious mental illness use a mHealth intervention-FOCUS-to self-manage their illnesses. Additionally, we explored participant perceptions of the intervention's impact on their subjective illness experience. METHOD We analyzed qualitative data from 30 individuals with serious mental illness who participated in 1 of 2 community-based, 3-month trials of FOCUS. In Study 1, weekly calls were conducted by a mHealth specialist to facilitate and enhance intervention use. In Study 2, researchers conducted qualitative interviews to gather detailed perspectives of intervention use. Data were sampled from the weekly call notes and qualitative interviews and analyzed using a thematic and collaborative approach. RESULTS Thematic analyses revealed 6 recurring themes. Three themes emerged in regard to participants' ongoing daily use of FOCUS: "back-up" support, symptom management, and self-awareness. Another 3 themes emerged related to the intervention's impact on participants' recovery processes: acceptance of symptoms, motivation and supporting positive outlook. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE This qualitative study offers insight into how individuals with serious mental illness made use of a mHealth intervention designed to support illness self-management. Our findings suggest that individuals may benefit differently from mHealth interventions depending on where they are in the recovery process. As mHealth interventions become increasingly popular in clinical settings, it is important to understand consumers' short-term and long-term benefits from these interventions. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
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Affiliation(s)
- Geneva Jonathan
- Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine
| | | | - Rachel M. Brian
- BRiTE Center, Department of Psychiatry and Behavioral Sciences, University of Washington
| | - Dror Ben-Zeev
- BRiTE Center, Department of Psychiatry and Behavioral Sciences, University of Washington
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Ben-Zeev D, Brian RM, Aschbrenner KA, Jonathan G, Steingard S. Video-based mobile health interventions for people with schizophrenia: Bringing the "pocket therapist" to life. Psychiatr Rehabil J 2018; 41:39-45. [PMID: 27295133 PMCID: PMC5154775 DOI: 10.1037/prj0000197] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVE To examine whether video-based mobile health (mHealth) interventions are feasible, acceptable, understandable, and engaging to people with schizophrenia. METHOD This study used a mixed-methods design. Ten individuals with schizophrenia spectrum disorders were recruited for a month-long trial in which they used FOCUS-Audio/Video (FOCUS-AV), a smartphone system that offers video and written intervention options. Participants completed posttrial measures and engaged in semistructured interviews. FINDINGS One participant dropped out. The remaining 9 participants used intervention videos successfully. Participants responded to 67% of system-delivered prompts to engage FOCUS-AV, and 52% of FOCUS-AV use was initiated by the users. On average, participants used interventions 6 days a week, 4 times daily. Participants used video functions an average of 28 times. They chose video over written interventions on 67% of the times they used on-demand functions but opted for written content 78% of the times they responded to prescheduled prompts. Clinician videos were rated as more personal, engaging, and helpful than written interventions. Video and written interventions were rated as equally usable and understandable. Written interventions were rated as more favorable in letting users proceed at their own pace. Similarly to what is seen in live therapy, the communication style and demeanor of clinicians depicted in intervention videos reportedly affected participants' experience with treatment. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE Video-based mHealth may be a feasible, usable, acceptable, and highly engaging method for flexible delivery of interventions to people with schizophrenia using mobile technology. Producing intervention videos is more time-, labor-, and cost-intensive than generating written content, but participant feedback suggests that there may be added value in this approach. Additional research will determine whether video-based mHealth interventions lead to better, faster, or more sustainable clinical gains. (PsycINFO Database Record
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Affiliation(s)
- Dror Ben-Zeev
- mHealth for Mental Health Program, Departments of Psychiatry and Biomedical Data Science, Dartmouth College
| | - Rachel M Brian
- mHealth for Mental Health Program, Departments of Psychiatry and Biomedical Data Science, Dartmouth College
| | - Kelly A Aschbrenner
- mHealth for Mental Health Program, Departments of Psychiatry and Biomedical Data Science, Dartmouth College
| | - Geneva Jonathan
- mHealth for Mental Health Program, Departments of Psychiatry and Biomedical Data Science, Dartmouth College
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Stoyanov SR, Hides L, Kavanagh DJ, Zelenko O, Tjondronegoro D, Mani M. Mobile app rating scale: a new tool for assessing the quality of health mobile apps. JMIR Mhealth Uhealth 2015; 3:e27. [PMID: 25760773 PMCID: PMC4376132 DOI: 10.2196/mhealth.3422] [Citation(s) in RCA: 1032] [Impact Index Per Article: 114.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2014] [Revised: 09/03/2014] [Accepted: 01/19/2015] [Indexed: 12/16/2022] Open
Abstract
Background The use of mobile apps for health and well being promotion has grown exponentially in recent years. Yet, there is currently no app-quality assessment tool beyond “star”-ratings. Objective The objective of this study was to develop a reliable, multidimensional measure for trialling, classifying, and rating the quality of mobile health apps. Methods A literature search was conducted to identify articles containing explicit Web or app quality rating criteria published between January 2000 and January 2013. Existing criteria for the assessment of app quality were categorized by an expert panel to develop the new Mobile App Rating Scale (MARS) subscales, items, descriptors, and anchors. There were sixty well being apps that were randomly selected using an iTunes search for MARS rating. There were ten that were used to pilot the rating procedure, and the remaining 50 provided data on interrater reliability. Results There were 372 explicit criteria for assessing Web or app quality that were extracted from 25 published papers, conference proceedings, and Internet resources. There were five broad categories of criteria that were identified including four objective quality scales: engagement, functionality, aesthetics, and information quality; and one subjective quality scale; which were refined into the 23-item MARS. The MARS demonstrated excellent internal consistency (alpha = .90) and interrater reliability intraclass correlation coefficient (ICC = .79). Conclusions The MARS is a simple, objective, and reliable tool for classifying and assessing the quality of mobile health apps. It can also be used to provide a checklist for the design and development of new high quality health apps.
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Affiliation(s)
- Stoyan R Stoyanov
- Institute of Health & Biomedical Innovation, School of Psychology and Counselling, Queensland University of Technology (QUT), Brisbane, QLD, Australia
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Ben-Zeev D, Kaiser SM, Brenner CJ, Begale M, Duffecy J, Mohr DC. Development and Usability Testing of FOCUS: A Smartphone System for Self-Management of Schizophrenia. Psychiatr Rehabil J 2013; 36:289-296. [PMID: 24015913 PMCID: PMC4357360 DOI: 10.1037/prj0000019] [Citation(s) in RCA: 165] [Impact Index Per Article: 15.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
Abstract
OBJECTIVE Mobile Health (mHealth) approaches can support the rehabilitation of individuals with psychiatric conditions. In the current article, we describe the development of a smartphone illness self-management system for people with schizophrenia. METHODS The research was conducted with consumers and practitioners at a community-based rehabilitation agency. Stage 1: 904 individuals with schizophrenia or schizoaffective disorder completed a survey reporting on their current use of mobile devices and interest in mHealth services. Eight practitioners completed a survey examining their attitudes and expectations from an mHealth intervention, and identified needs and potential obstacles. Stage 2: A multidisciplinary team incorporated consumer and practitioner input and employed design principles for the development of e-resources for people with schizophrenia to produce an mHealth intervention. Stage 3: 12 consumers participated in laboratory usability sessions. They performed tasks involved in operating the new system, and provided "think aloud" commentary and post-session usability ratings. RESULTS 570 (63%) of survey respondents reported owning a mobile device and many expressed interest in receiving mHealth services. Most practitioners believed that consumers could learn to use and would benefit from an mHealth intervention. In response, we developed a smartphone system that targets medication adherence, mood regulation, sleep, social functioning, and coping with symptoms. Usability testing revealed several design vulnerabilities, and the system was adapted to address consumer needs and preferences accordingly. CONCLUSIONS AND IMPLICATIONS FOR PRACTICE Through a comprehensive development process, we produced an mHealth illness self-management intervention that is likely to be used successfully, and is ready for deployment and systemic evaluation in real-world conditions.
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Chomutare T, Fernandez-Luque L, Arsand E, Hartvigsen G. Features of mobile diabetes applications: review of the literature and analysis of current applications compared against evidence-based guidelines. J Med Internet Res 2011; 13:e65. [PMID: 21979293 PMCID: PMC3222161 DOI: 10.2196/jmir.1874] [Citation(s) in RCA: 360] [Impact Index Per Article: 27.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2011] [Revised: 08/07/2011] [Accepted: 08/26/2011] [Indexed: 12/17/2022] Open
Abstract
BACKGROUND Interest in mobile health (mHealth) applications for self-management of diabetes is growing. In July 2009, we found 60 diabetes applications on iTunes for iPhone; by February 2011 the number had increased by more than 400% to 260. Other mobile platforms reflect a similar trend. Despite the growth, research on both the design and the use of diabetes mHealth applications is scarce. Furthermore, the potential influence of social media on diabetes mHealth applications is largely unexplored. OBJECTIVE Our objective was to study the salient features of mobile applications for diabetes care, in contrast to clinical guideline recommendations for diabetes self-management. These clinical guidelines are published by health authorities or associations such as the National Institute for Health and Clinical Excellence in the United Kingdom and the American Diabetes Association. METHODS We searched online vendor markets (online stores for Apple iPhone, Google Android, BlackBerry, and Nokia Symbian), journal databases, and gray literature related to diabetes mobile applications. We included applications that featured a component for self-monitoring of blood glucose and excluded applications without English-language user interfaces, as well as those intended exclusively for health care professionals. We surveyed the following features: (1) self-monitoring: (1.1) blood glucose, (1.2) weight, (1.3) physical activity, (1.4) diet, (1.5) insulin and medication, and (1.6) blood pressure, (2) education, (3) disease-related alerts and reminders, (4) integration of social media functions, (5) disease-related data export and communication, and (6) synchronization with personal health record (PHR) systems or patient portals. We then contrasted the prevalence of these features with guideline recommendations. RESULTS The search resulted in 973 matches, of which 137 met the selection criteria. The four most prevalent features of the applications available on the online markets (n = 101) were (1) insulin and medication recording, 63 (62%), (2) data export and communication, 61 (60%), (3) diet recording, 47 (47%), and (4) weight management, 43 (43%). From the literature search (n = 26), the most prevalent features were (1) PHR or Web server synchronization, 18 (69%), (2) insulin and medication recording, 17 (65%), (3) diet recording, 17 (65%), and (4) data export and communication, 16 (62%). Interestingly, although clinical guidelines widely refer to the importance of education, this is missing from the top functionalities in both cases. CONCLUSIONS While a wide selection of mobile applications seems to be available for people with diabetes, this study shows there are obvious gaps between the evidence-based recommendations and the functionality used in study interventions or found in online markets. Current results confirm personalized education as an underrepresented feature in diabetes mobile applications. We found no studies evaluating social media concepts in diabetes self-management on mobile devices, and its potential remains largely unexplored.
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Affiliation(s)
- Taridzo Chomutare
- Norwegian Centre for Integrated Care and Telemedicine, University Hospital of North Norway, Tromsø, Norway.
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