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Court RJ, Swallow V, El-Yousfi S, Gray-Burrows K, Sotir F, Wheeler G, Kellar I, Lee JM, Mitchell R, Mlynarczyk W, Ramavath A, Dimitri P, Phillips B, Prodgers L, Pownall M, Kowalczyk M, Branchflower J, Powell L, Bhanbhro S, Weighall A, Martin-Kerry J. Children and young people's preferences and needs when using health technology to self-manage a long-term condition: a scoping review. Arch Dis Child 2024; 109:826-835. [PMID: 39142825 PMCID: PMC11503065 DOI: 10.1136/archdischild-2023-326044] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/04/2023] [Accepted: 05/27/2024] [Indexed: 08/16/2024]
Abstract
BACKGROUND The use of patient-facing health technologies to manage long-term conditions (LTCs) is increasing; however, children and young people (CYP) may have preferences about health technologies which they interact or engage with, that influence their decision to use these technologies. AIMS To identify CYP's reported preferences about health technologies to self-manage LTCs. METHODS We undertook a scoping review, searching MEDLINE, PsycINFO and CINAHL in July 2021. Searches were limited to papers published between January 2015 and July 2021. We included any health technologies used to manage physical and mental LTCs. Qualitative content analysis of study data was undertaken to categorise data into themes and quantitative data were described and visually represented. We engaged CYP with LTCs to support the review design, interpretation of findings and development of recommendations. RESULTS 161 journal articles were included, describing preferences of CYP. Most included studies were undertaken in high-income countries. CYP's main preferences and needs were: design and functionality; privacy and sharing; customisation and personalisation of the technology; and interaction options within the technology. CONCLUSIONS This review highlights important preferences and needs that CYP may have before using technologies to self-manage their LTC. These should be considered when developing technology for this population. Future research should involve CYP throughout the development of the technologies, from identifying their unmet needs through to final design, development, evaluation and implementation of the intervention.
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Affiliation(s)
- Rosemary Jane Court
- Nursing and Midwifery, Sheffield Hallam University College of Health Wellbeing and Life Sciences, Sheffield, UK
| | - Veronica Swallow
- College of Health, Wellbeing and Life Sciences, Sheffield Hallam University, Sheffield, UK
| | - Sarab El-Yousfi
- School of Clinical Dentistry, The University of Sheffield, Sheffield, UK
| | - Kara Gray-Burrows
- School of Dentistry, University of Leeds Faculty of Medicine and Health, Leeds, UK
| | - Fiona Sotir
- School of Clinical Dentistry, The University of Sheffield, Sheffield, UK
| | - Gemma Wheeler
- NIHR MedTech & In Vitro Diagnostics Co-operative Sheffield Children's Hospital, NIHR Sheffield CRF, Sheffield, UK
| | - Ian Kellar
- Department of Psychology, The University of Sheffield, Sheffield, UK
| | - Jia Mang Lee
- Hull York Medical School, University of York, York, UK
| | - Robyn Mitchell
- Patient and Public Involvement (PPI) Group Member, University of York, York, UK
| | - Wiktoria Mlynarczyk
- Patient and Public Involvement (PPI) Group Member, University of York, York, UK
| | - Arnav Ramavath
- Patient and Public Involvement (PPI) Group Member, University of York, York, UK
| | - Paul Dimitri
- NIHR Children and Young People MedTech Cooperative, Sheffield Children's Hospital NHS Foundation Trust, Sheffield, UK
| | - Bob Phillips
- Leeds Children's Hospital, Leeds, UK
- Centre for Reviews and Dissemination, University of York, York, UK
| | - Lucy Prodgers
- School of Psychology, University of Leeds, Leeds, UK
| | | | | | - Jacob Branchflower
- NIHR MedTech & In Vitro Diagnostics Co-operative Sheffield Children's Hospital, NIHR Sheffield CRF, Sheffield, UK
| | - Lauren Powell
- School of Education, The University of Sheffield, Sheffield, UK
| | - Sadiq Bhanbhro
- Health Research Institute, Sheffield Hallam University, Sheffield, UK
| | - Anna Weighall
- School of Education, The University of Sheffield, Sheffield, UK
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Kvedarienė V, Burzdikaitė P, Česnavičiūtė I. mHealth and telemedicine utility in the monitoring of allergic diseases. FRONTIERS IN ALLERGY 2022; 3:919746. [PMID: 36118170 PMCID: PMC9478181 DOI: 10.3389/falgy.2022.919746] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2022] [Accepted: 08/15/2022] [Indexed: 11/21/2022] Open
Abstract
This literature review discusses the use of mHealth technologies and telemedicine for monitoring various allergic diseases both in everyday life and in the context of COVID-19. Telemedicine, whose popularity, and demand has skyrocketed during the pandemic, rely on mHealth technologies, video calls and websites as a resource-saving and safe way of consulting patients. The incorporation of new mHealth technologies into telemedicine practice may not only be relevant in the context of pandemic restrictions but can also be applied in everyday medical practice as an effective method of patient counseling. The mobile healthcare applications include a wide range of mobile apps for patients' education, monitoring, and disease management. However, applications for the people with food allergies lack relevant information about allergies and, like most other applications, are developed without the contribution of healthcare specialists. During the COVID-19 pandemic, low-risk food-allergic patients were able to rely on telemedicine services where they could get the help, they needed without increasing risk of contracting COVID-19 while saving time. Meanwhile, some applications for allergic rhinitis and asthma patients are showing practical benefits in clinical trials by allowing an efficient assessment of treatment regimens and efficacy. The use of digital symptom diaries further facilitates the implementation of real-life studies. However, for respiratory allergic diseases, the often insufficient quality of pollen prediction needs to be taken into account. Even though studies have shown that asthma is better controlled with mHealth technologies, the quality of mobile apps for asthma patients varies widely, as many products provide information that has not been scientifically proven. Inhaler sensors - have been shown to improve the course of asthma and its monitoring, while push notifications prompting people to take their medication double the likelihood of treatment adherence. Teledermatology has a high level of patient satisfaction - as it is perceived as a more time-saving method of consultation. However, the diagnostic accuracy of contact consultations remains higher. mHealth technologies provide a patient's health data from his/her daily life, which enables insights into behavioral patterns. This closer look at the daily routine can have a significant impact on developing individualized treatment and care guidelines.
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Affiliation(s)
- Violeta Kvedarienė
- Institute of Biomedical Sciences, Faculty of Medicine, Vilnius University, Vilnius, Lithuania
- Faculty of Medicine, Vilnius University, Vilnius, Lithuania
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O’Connor A, Tai A, Carson-Chahhoud K. Isn't There an App for That? The Role of Smartphone and Tablet Applications for Asthma Education and Self-Management in Adolescents. CHILDREN (BASEL, SWITZERLAND) 2021; 8:786. [PMID: 34572218 PMCID: PMC8467082 DOI: 10.3390/children8090786] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/31/2021] [Revised: 09/02/2021] [Accepted: 09/07/2021] [Indexed: 01/03/2023]
Abstract
Asthma is one of the most common chronic diseases worldwide, with a substantial proportion of the asthma population being children and adolescents. Self-management is recognized as a key component to asthma management, with multiple international guidelines emphasizing the need for adequate self-management skills for good asthma control. Unfortunately, the uptake amongst young people and adolescents is low, with often suboptimal engagement to self-management education and skills contributing to poor adherence to medication as well as poor perception of asthma symptoms. Innovative solutions to deliver education and self-management to adolescents are clearly needed. mHealth is the use of mobile devices such as smartphones and tablet devices to improve healthcare and has been used in multiple chronic diseases. This review articles explores the current use of mHealth in asthma, specifically smartphone and tablet applications as a generation-appropriate, accessible delivery modality for provision of asthma education and self-management interventions in adolescents. Current evidence gaps are also highlighted, which should be addressed in future research.
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Affiliation(s)
- Antonia O’Connor
- Respiratory and Sleep Department, Women’s and Children’s Hospital, 72 King Williams Road, North Adelaide, SA 5006, Australia;
| | - Andrew Tai
- Respiratory and Sleep Department, Women’s and Children’s Hospital, 72 King Williams Road, North Adelaide, SA 5006, Australia;
- Robinson Research Institute, University of Adelaide, Ground Floor, Norwich Centre, 55 King William Road, North Adelaide, SA 5006, Australia
| | - Kristin Carson-Chahhoud
- Adelaide Medical School, University of Adelaide, Adelaide Health and Medical Sciences Building, Corner of North Terrace & George Street, Adelaide, SA 5000, Australia;
- Translational Medicine and Technology Group, Australian Centre for Precision Health, University of South Australia, Level 8 South SAHMRI Building, North Terrace, Adelaide, SA 5000, Australia
- Australian Centre for Precision Health, South Australian Health and Medical Research Institute, North Terrace, Adelaide, SA 5000, Australia
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Poowuttikul P, Seth D. New Concepts and Technological Resources in Patient Education and Asthma Self-Management. Clin Rev Allergy Immunol 2021; 59:19-37. [PMID: 32215784 DOI: 10.1007/s12016-020-08782-w] [Citation(s) in RCA: 22] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Asthma is a chronic disease that is associated with significant morbidity and mortality. In general, the use of technology resources or electronic health (e-health) has been shown to have beneficial effects on patients with asthma. E-health can impact a broad section of patients and can be cost-effective and associated with high patient satisfaction. E-health may enable remote delivery of care, as well as timely access to health care, which are some of the common challenges faced by patients with asthma. Web-based asthma self-management systems have been found to improve quality of life, self-reported asthma symptoms, lung function, reduction in asthma symptoms/exacerbations, and self-reported adherence for adults. Social media is commonly being used as a platform to disseminate information on asthma to increase public awareness. It can facilitate asthma self-management in a patient friendly manner and has shown to improve asthma control test scores as well as self-esteem. Text massages reminders can increase awareness regarding asthma treatment and control, thus potentially can improve adherence to medications and asthma outcome. Mobile health applications can support asthma self-management, improve a patient's quality of life, promote medication adherence, and potentially reduce the overall costs for asthma care. Inhaler trackers have shown to be beneficial to asthma outcome in various populations by improving adherence to asthma medications. Barriers such as physician financial reimbursement as well as licensing for rendering tele-healthcare services are important concerns. Other limitations of using technology resources in health care are related to liability, professionalism, and ethical issues such as breach of patient confidentiality and privacy. Additionally, there may be less face-to-face interaction and care of the patient when e-health is used.
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Affiliation(s)
- Pavadee Poowuttikul
- Department of Pediatrics, Division of Allergy/Immunology, Children's Hospital of Michigan, Wayne State University School of Medicine, 3950 Beaubien, 4th Floor, Pediatric Specialty Building, Detroit, MI, 48201, USA.
| | - Divya Seth
- Department of Pediatrics, Division of Allergy/Immunology, Children's Hospital of Michigan, Wayne State University School of Medicine, 3950 Beaubien, 4th Floor, Pediatric Specialty Building, Detroit, MI, 48201, USA
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Hsia BC, Singh AK, Njeze O, Cosar E, Mowrey WB, Feldman J, Reznik M, Jariwala SP. Developing and evaluating ASTHMAXcel adventures: A novel gamified mobile application for pediatric patients with asthma. Ann Allergy Asthma Immunol 2020; 125:581-588. [PMID: 32711031 PMCID: PMC7375272 DOI: 10.1016/j.anai.2020.07.018] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Revised: 07/12/2020] [Accepted: 07/13/2020] [Indexed: 11/26/2022]
Abstract
BACKGROUND The ASTHMAXcel mobile application has been linked to favorable outcomes among adult patients with asthma. OBJECTIVE To assess the impact of ASTHMAXcel Adventures, a gamified, guideline-based, pediatric version on asthma control, knowledge, health care utilization, and patient satisfaction. METHODS Pediatric patients with asthma received the ASTHMAXcel Adventures mobile intervention on-site only at baseline (visit 1), 4 months (visit 2), and 6 months (visit 3). The asthma control test, asthma illness representation scale-self-administered, pediatric asthma impact survey, and Client Satisfaction Questionnaire-8 were used to assess asthma control, knowledge, and patient satisfaction. Patients reported the number of asthma-related emergency department (ED) visits, hospitalizations, and oral prednisone use. RESULTS A total of 39 patients completed the study. The proportion of controlled asthma increased from visit 1 to visits 2 and 3 (30.8% vs 53.9%, P = .04; 30.8% vs 59.0%, P = .02), and largely seen in boys. The mean asthma illness representation scale-self-administered scores increased from baseline pre- to postintervention, with sustained improvements at visits 2 and 3 (3.55 vs 3.76, P < .001; 3.55 vs 3.80, P = .001; 3.55 vs 3.99, P < .001). The pediatric asthma impact survey scores improved from baseline to visits 2 and 3 (43.33 vs 34.08, P < .001; 43.33 vs 31.74, P < .001). ED visits and prednisone use significantly decreased from baseline to visits 2 and 3 (ED: 0.46 vs 0.13, P = .03; 0.46 vs 0.02, P = .02; prednisone use, 0.49 vs 0.13, P = .02; 0.49 vs 0.03, P = .003. Satisfaction was high with mean client satisfaction questionnaire score of approximately 30 (out of 32) at all visits. CONCLUSION ASTHMAXcel Adventures improved asthma control, knowledge, and quality of life, and reduced ED visits and prednisone use with high satisfaction scores.
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Affiliation(s)
- Brian C Hsia
- Division of Allergy and Immunology, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Anjani K Singh
- Division of Allergy and Immunology, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Obumneme Njeze
- Division of Allergy and Immunology, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Emine Cosar
- Division of Allergy and Immunology, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Wenzhu B Mowrey
- Division of Biostatistics, Department of Epidemiology and Population Health, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | - Jonathan Feldman
- Division of Academic General Pediatrics, Department of Pediatrics, the Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York; Ferkauf Graduate School of Psychology, Yeshiva University, Bronx, New York
| | - Marina Reznik
- Division of Academic General Pediatrics, Department of Pediatrics, the Children's Hospital at Montefiore, Albert Einstein College of Medicine, Bronx, New York
| | - Sunit P Jariwala
- Division of Allergy and Immunology, Department of Medicine, Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York.
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Hanghøj S, Boisen KA, Hjerming M, Elsbernd A, Pappot H. Usability of a Mobile Phone App Aimed at Adolescents and Young Adults During and After Cancer Treatment: Qualitative Study. JMIR Cancer 2020; 6:e15008. [PMID: 31895046 PMCID: PMC6966550 DOI: 10.2196/15008] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2019] [Revised: 08/22/2019] [Accepted: 10/17/2019] [Indexed: 12/18/2022] Open
Abstract
Background Adolescent and young adult (AYA) cancer patients are seldom involved in the process of testing cancer-related apps. As such, knowledge about youth-specific content, functionalities, and design is sparse. As a part of a co-creation process of developing the mobile phone app Kræftværket, AYAs in treatment for cancer and in follow-up participated in a usability think-aloud test of a prototype of the app. Thus, the app was initiated, created, and evaluated by AYAs with cancer experience. Objective The aim of this study was to explore the results of a think-aloud test administered to see how the prototype of the app Kræftværket was used by AYAs in treatment for cancer and in follow-up, and to investigate the strengths and weaknesses of the app. Methods A total of 20 AYA cancer patients aged 16 to 29 years (n=10 on treatment, n=10 in follow-up) were provided with the first version of the co-created mobile phone app Kræftværket during a 6-week test period (April-May 2018). After the test period, 15 participated in individual usability think-aloud tests. The tests were video-recorded, transcribed verbatim, and analyzed using a thematic analysis approach. Results The thematic analysis led to the following themes and subthemes: navigation (subthemes: intuition, features, buttons, home page, profile), visual and graphic design (subthemes: overview, text and colors, photos, videos, YouTube), and usefulness (subthemes: notifications, posts, adding). The analysis identified gender differences in app utilization—female participants seemed to be more familiar with parts of the app. The app seemed to be more relevant to AYAs receiving treatment due to app functions such as tracking symptoms and searching for relevant information. Lack of notifications and incorrect counting of posts were perceived as barriers to using the app. Conclusions Usability testing is crucial to meet the needs of the AYA target audience. AYA cancer apps should preferably be relevant, targeted, and unique, and include a tracking function and AYA-produced videos. Notifications and correct marking and ordering of posts are critical to make apps engaging and dynamic. Further research is recommended to evaluate the Kræftværket app with the input of more AYAs.
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Affiliation(s)
- Signe Hanghøj
- Center of Adolescent Medicine, Department of Paediatrics and Adolescent Medicine, The Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Kirsten A Boisen
- Center of Adolescent Medicine, Department of Paediatrics and Adolescent Medicine, The Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Maiken Hjerming
- Department of Hematology, Department of Paediatrics and Adolescent Medicine, The Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
| | - Abbey Elsbernd
- University of Kansas School of Medicine, Kansas City, KS, United States
| | - Helle Pappot
- Department of Oncology, The Copenhagen University Hospital, Rigshospitalet, Copenhagen, Denmark
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Low JK, Manias E. Use of Technology-Based Tools to Support Adolescents and Young Adults With Chronic Disease: Systematic Review and Meta-Analysis. JMIR Mhealth Uhealth 2019; 7:e12042. [PMID: 31322129 PMCID: PMC6670279 DOI: 10.2196/12042] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2018] [Revised: 04/30/2019] [Accepted: 06/10/2019] [Indexed: 01/15/2023] Open
Abstract
Background With the large amount of material that is readily available on the internet, there are endless opportunities for electronic health–literate patients to obtain and learn new information. Although novel, a Web- or mobile-based program can be a powerful way to engage adolescents and young adults (AYAs). The ongoing engagement of AYAs with chronic disease is vital not only to empower them but also to ensure a smooth transition from pediatric to adult health care. Objective This study aimed to evaluate the current evidence on Web- or mobile-based interventions designed for AYAs. Methods This review was registered with PROSPERO: CRD42018096487. A systematic search of MEDLINE Complete, EMBASE, and CINAHL Complete was conducted on April 10, 2019, for studies that examined the perspectives of transition-age patients about technology-based interventions, the process involved in intervention development, or the evaluation of intervention efficacy. For each study, the comprehensiveness of reporting was appraised. The Downs and Black checklist was used for intervention efficacy trials, the Standards for Reporting Qualitative Research checklist was used for qualitative work, and a 16-item tool developed by Tong et al was used for questionnaire research. Results The search uncovered 29 relevant studies, which included qualitative studies (n=14), intervention efficacy studies (n=7), questionnaire studies (n=4), mixed qualitative and questionnaire studies (n=2), and a mixed qualitative and pilot randomized controlled trial study (n=1). The reporting comprehensiveness score of questionnaires was rated considerably lower (n=6, 13%-57% [2/16-8/14]) than the scores of intervention efficacy trials (n=8, 48%-85% [13/27-23/27]) and qualitative research (n=17, 40%-93% [8.5/21-19.5/21]). AYAs were receptive to obtaining information via a website or mobile app. An intervention was more likely to be perceived as useful by AYAs when there was a concerted effort to involve AYAs and subject matter experts in the process of intervention design, as opposed to relying solely on the AYAs or the experts alone. The preferred medium of intervention delivery varied greatly for AYAs, ranging from static text to audiovisual materials. However, AYAs considered being concise was the most important aspect. Across different conditions, AYAs were interested in receiving information on diverse topics, such as anxiety and stress management, dealing with insurance, and having social relationships. Patients also requested for disease-specific information, such as weather forecasts and pollen levels for patients with asthma and information related to the pretransplant period for organ transplant recipients. Meta-analyses showed no significant group differences across time on quality of life, self-efficacy, and self-management. Conclusions Owing to the lack of intervention efficacy trials, no conclusion can be drawn if an intervention delivered via a mobile app is better than that delivered via a website. However, through this systematic review, it is confirmed that AYAs were receptive to receiving medical information electronically.
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Affiliation(s)
- Jac Kee Low
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Deakin University, Burwood, Australia
| | - Elizabeth Manias
- School of Nursing and Midwifery, Centre for Quality and Patient Safety Research, Deakin University, Burwood, Australia
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Jeminiwa RN, Hohmann NS, Fox BI. Developing a Theoretical Framework for Evaluating the Quality of mHealth Apps for Adolescent Users: A Systematic Review. J Pediatr Pharmacol Ther 2019; 24:254-269. [PMID: 31337988 DOI: 10.5863/1551-6776-24.4.254] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
Abstract
OBJECTIVE To assess adolescents' preferred mobile app features and to propose a framework for evaluating health-related mobile apps for adolescents. METHODS PubMed, CINAHL, PsycINFO, ERIC, HealthIT.gov, and ClinicalTrials.gov were systematically searched in August 2017. Studies pertaining to app development, feasibility, or usability that reported preferred app features and rating criteria on mHealth (mobile health) apps intended for adolescents were included. Quality assessment was performed using the Mixed Methods Appraisal Tool. Qualitative synthesis was performed to develop themes reflecting best practices for evaluating the quality of mHealth apps for adolescents. Using a grounded theory approach, we constructed a theoretical framework of rating criteria that can be used to inform development of an evaluation tool for mHealth apps targeted to adolescents. RESULTS Thirteen articles were included. Most commonly preferred features include ability to track test results or self-management progress, connect to social media, and gain points or prizes through app gamification. Common rating criteria include degree of app customizability, ease of use, visual appeal, and interactivity. Five emerging dimensions were used in the theoretical framework: Technical Quality; Engagement; Support System; Autonomy; and Safety, Privacy, and Trust. CONCLUSIONS We found that adolescents prefer mHealth apps that are customizable, offer peer support through social media, sustain engagement via gamification, and support the ability to visualize health trends via simplified graphs. Findings may help in the development of mHealth apps that are preferred by adolescents, as well as the development of a quality evaluation tool for mHealth apps targeted to this population.
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Schneider T, Baum L, Amy A, Marisa C. I have most of my asthma under control and I know how my asthma acts: Users' perceptions of asthma self-management mobile app tailored for adolescents. Health Informatics J 2019; 26:342-353. [PMID: 30732520 DOI: 10.1177/1460458218824734] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/09/2023]
Abstract
Asthma continues to be the leading chronic condition among US adolescents. Despite medical advances, many adolescents face uncontrolled asthma mainly due to insufficient self-management skills. Mobile apps pose a promising adjunct to in-clinic asthma care. However, little is known about the usability and effectiveness of such technology. In all, 20 adolescents participated in a 3-month trial to test an asthma app tailored to their age. Qualitative data on adolescents' experience with the app were inquired. Overall, participants thought the app was functional and user-friendly. The majority expressed that the app assisted them with asthma self-management through tracking of asthma status and text reminders to test their peak flow regularly. They indicated external factors that limited app use and suggested improvements to make the app more engaging and appealing to adolescents. The tested app provides a feasible means to assist adolescent in developing self-management skills, tracking disease status, and communicating with healthcare providers.
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Ledderer L, Møller A, Fage-Butler A. Adolescents' participation in their healthcare: A sociomaterial investigation of a diabetes app. Digit Health 2019; 5:2055207619845448. [PMID: 31069104 PMCID: PMC6492353 DOI: 10.1177/2055207619845448] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2018] [Accepted: 03/28/2019] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE This article explores how a diabetes app called Diapplo affected adolescents' participation in their healthcare by investigating adolescents' meaning-making in relation to their use of the app. METHODS Using a qualitative single case-study design, we adopted a multimethod responsive approach to data generation that included written data from the app development process, individual and group interviews and observations of the adolescents in the clinical situation. This article presents the results from a qualitative content analysis of group and individual semi-structured interviews conducted with five adolescents diagnosed with type 1 diabetes during and after the four-week test phase of a prototype of the app. RESULTS The adolescents appreciated the diabetes app's design and interface and having an overview of their blood glucose values. However, they stated that the app's content only partly met their needs and they considered several of its features unnecessary. They would have liked the app to have a social platform and emphasized that the app should be compatible with their blood glucose monitors and pumps for them to continue using it. CONCLUSIONS The participants in our study highlighted the value of social platforms integrated in health apps for patient participation, as well as their preference for health app features that reduced the effort of managing their chronic condition and facilitate greater knowledge. Theories of sociomateriality and material participation helped to account for the challenges of integrating users' perspectives, suggesting the value of early, comprehensive identification and prioritization of users' values when developing mobile health technologies.
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Affiliation(s)
- Loni Ledderer
- Department of Public Health, Aarhus University, Denmark
| | - Anne Møller
- Department of Public Health, Aarhus University, Denmark
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Chib A, Lin SH. Theoretical Advancements in mHealth: A Systematic Review of Mobile Apps. JOURNAL OF HEALTH COMMUNICATION 2018; 23:909-955. [PMID: 30449261 DOI: 10.1080/10810730.2018.1544676] [Citation(s) in RCA: 47] [Impact Index Per Article: 7.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/09/2023]
Abstract
There are now few hundred thousand healthcare apps, yet there is a gap in our understanding of the theoretical mechanisms for which, and how, technological features translate into improved healthcare outcomes. In particular, the technological convergence, within mobile health (mHealth) apps, of the processes of mass and interpersonal communication, and human-computer interaction requires greater parsing in the literature. This paper analyzed 85 empirical studies on mHealth apps using the Input-Mechanism-Output model. We found in the literature that, firstly, there is a greater emphasis on technological inputs (87%) of accessibility, usability, usage, and data quality, than health outputs (52%) such as system process efficiencies and individual level behavioral or health outcomes. Secondly, there is little evidence of explanatory mechanisms (19%) of how the effects of mHealth apps are achieved. While we believe that successful apps would require research that incorporates technological inputs, theoretical mechanisms and health outputs, such studies are a rarity (n = 3). There is a minor increase in rigor with randomized control trials (n = 5), and a preponderance of discussion around social influence (n = 8) and gamification (n = 7), albeit in a scattered manner. We discuss the implications of the trend towards socialization and gamification findings in terms of future research, particularly in terms of study design guided by theoretical mechanisms.
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Affiliation(s)
- Arul Chib
- a Wee Kim Wee School of Communication and Information , Nanyang Technological University , Singapore
| | - Sapphire H Lin
- a Wee Kim Wee School of Communication and Information , Nanyang Technological University , Singapore
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Smartphone Applications for Encouraging Asthma Self-Management in Adolescents: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2018; 15:ijerph15112403. [PMID: 30380692 PMCID: PMC6266660 DOI: 10.3390/ijerph15112403] [Citation(s) in RCA: 40] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/13/2018] [Accepted: 10/24/2018] [Indexed: 12/05/2022]
Abstract
Adolescent asthma is still a major problem with poor adherence to treatment. Globally, adolescents are devoted users of smartphone technologies and app use in asthma self-management may improve adherence. The objective of this systematic review is to assess the feasibility and efficacy of mobile technology in improving asthma outcomes in adolescents. We conducted an extensive review of the peer-review literature of studies with populations consisting of children and adolescents under 18 years in seven bibliographic databases and Google Scholar. All study designs were considered. Quality assessment of included studies were independently assessed and reported. The search identified 291 articles; of the 16 eligible full-text papers, 8 met the review criteria, reporting two interventional, two qualitative and four observational studies. Samples ranged from 12 to 21 participants. Heterogeneity related to study design and the methods of the included studies prevented meta-analysis. Nevertheless, the intervention studies reported a positive effect of smartphone apps on asthma control, medication adherence and self-efficacy. Smartphone apps may be an effective asthma control tool especially among adolescents who are major users of smartphones; however, conclusions are limited by a lack of controlled trials and adequate sample sizes.
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Abstract
PURPOSE OF REVIEW Asthma is the most prevalent chronic respiratory disease and represents a relevant socioeconomic burden. e-Health has the potential to improve disease control and adherence to treatment in asthmatic patients. Available data are, however, scarce and inconsistent limiting the use of e-health in clinical practice. This article aims to provide a systematic review of the literature published in the last year regarding the real place and impact of e-health in the management of asthma. RECENT FINDINGS Despite few conflicting results, collected findings support a beneficial effect of e-health on asthma management and control, as well as positive patients' acceptance and satisfaction. Included studies mainly assessed m-health, telemedicine, electronic health record and digital app interventions, in both adults and children. Existing evidence appears however to be only of moderate quality and high heterogeneity was found in the study endpoints and designs. SUMMARY There is the need to establish widely adopted standards for conducting trials and reporting results in e-health. These should include minimal clinical difference assessment and prevent potential pitfalls such as patient privacy protection, data fishing and lack of compliance of interventions with evidence-based medicine, guideline recommendations and regulatory board statements.
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Stukus DR, Farooqui N, Strothman K, Ryan K, Zhao S, Stevens JH, Cohen DM. Real-world evaluation of a mobile health application in children with asthma. Ann Allergy Asthma Immunol 2018; 120:395-400.e1. [PMID: 29452259 DOI: 10.1016/j.anai.2018.02.006] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2017] [Revised: 01/25/2018] [Accepted: 02/02/2018] [Indexed: 12/27/2022]
Abstract
BACKGROUND Mobile health applications for asthma are increasingly being developed. However, there are no published randomized controlled trials evaluating efficacy in decreasing exacerbations. OBJECTIVE To evaluate the impact of a mobile asthma application for asthma-related urgent health care usage. METHODS We conducted a 6-month prospective randomized controlled trial for patients (6 months-21 years old) with persistent asthma presenting with an asthma exacerbation to the emergency department of a pediatric academic medical center. Participants were randomized to AsthmaCare (application providing medication and trigger reminders and treatment plan) or the control (online asthma information). Primary outcome measures were comparison of emergency department and urgent care visits and hospitalizations 6 months before and after randomization. RESULTS AsthmaCare participants (n = 98) were slightly older (7.84 vs 6.24 years; P = .02) than controls (n = 95) but similar for sex (55% vs 62% boys), race (83% vs 77% African American), and insurer (89% vs 98% Medicaid). The 2 groups were similar in having more than 2 comorbidities (34% vs 32%) and receiving National Heart, Lung, and Blood Institute step 3 treatment or higher (69% vs 57%). There was no significant decrease in emergency department or urgent care visits or hospitalizations between the intervention and control groups. AsthmaCare participants were more likely to report improvement in asthma management 6 months after study enrollment (79% vs 64%; P = .06). CONCLUSION This randomized controlled trial did not demonstrate a significant decrease in asthma-related emergency department visits or hospitalizations among children who used a mobile health application. TRIAL REGISTRATION ClinicalTrials.gov, Identifier NCT02333630.
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Affiliation(s)
- David R Stukus
- Division of Allergy and Immunology, Nationwide Children's Hospital, Columbus, Ohio.
| | | | - Kasey Strothman
- Division of Allergy and Immunology, Nationwide Children's Hospital, Columbus, Ohio
| | - Kelsey Ryan
- Division of Emergency Medicine, Nationwide Children's Hospital, Columbus, Ohio
| | - Songzhu Zhao
- Center for Biostatistics at The Ohio State University, Nationwide Children's Hospital, Columbus, Ohio
| | - Jack H Stevens
- Center for Biobehavioral Health, Nationwide Children's Hospital, Columbus, Ohio
| | - Daniel M Cohen
- Division of Emergency Medicine, Nationwide Children's Hospital, Columbus, Ohio
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Slater H, Campbell JM, Stinson JN, Burley MM, Briggs AM. End User and Implementer Experiences of mHealth Technologies for Noncommunicable Chronic Disease Management in Young Adults: Systematic Review. J Med Internet Res 2017; 19:e406. [PMID: 29233804 PMCID: PMC5743925 DOI: 10.2196/jmir.8888] [Citation(s) in RCA: 98] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2017] [Revised: 11/02/2017] [Accepted: 11/02/2017] [Indexed: 12/14/2022] Open
Abstract
BACKGROUND Chronic noncommunicable diseases (NCDs) such as asthma, diabetes, cancer, and persistent musculoskeletal pain impose an escalating and unsustainable burden on young people, their families, and society. Exploring how mobile health (mHealth) technologies can support management for young people with NCDs is imperative. OBJECTIVE The aim of this study was to identify, appraise, and synthesize available qualitative evidence on users' experiences of mHealth technologies for NCD management in young people. We explored the perspectives of both end users (young people) and implementers (health policy makers, clinicians, and researchers). METHODS A systematic review and meta-synthesis of qualitative studies. Eligibility criteria included full reports published in peer-reviewed journals from January 2007 to December 2016, searched across databases including EMBASE, MEDLINE (PubMed), Scopus, and PsycINFO. All qualitative studies that evaluated the use of mHealth technologies to support young people (in the age range of 15-24 years) in managing their chronic NCDs were considered. Two independent reviewers identified eligible reports and conducted critical appraisal (based on the Joanna Briggs Institute Qualitative Assessment and Review Instrument: JBI-QARI). Three reviewers independently, then collaboratively, synthesized and interpreted data through an inductive and iterative process to derive emergent themes across the included data. External validity checking was undertaken by an expert clinical researcher and for relevant content, a health policy expert. Themes were subsequently subjected to a meta-synthesis, with findings compared and contrasted between user groups and policy and practice recommendations derived. RESULTS Twelve studies met our inclusion criteria. Among studies of end users (N=7), mHealth technologies supported the management of young people with diabetes, cancer, and asthma. Implementer studies (N=5) covered the management of cognitive and communicative disabilities, asthma, chronic self-harm, and attention deficit hyperactivity disorder. Quality ratings were higher for implementer compared with end user studies. Both complementary and unique user themes emerged. Themes derived for end users of mHealth included (1) Experiences of functionality that supported self-management, (2) Acceptance (technical usability and feasibility), (3) Importance of codesign, and (4) Perceptions of benefit (self-efficacy and empowerment). For implementers, derived themes included (1) Characteristics that supported self-management (functional, technical, and behavior change); (2) Implementation challenges (systems level, service delivery level, and clinical level); (3) Adoption considerations for specific populations (training end users; specific design requirements); and (4) Codesign and tailoring to facilitate uptake and person-centered care. CONCLUSIONS Synthesizing available data revealed both complementary and unique user perspectives on enablers and barriers to designing, developing, and implementing mHealth technologies to support young people's management of their chronic NCDs. TRIAL REGISTRATION PROSPERO CRD42017056317; http://www.crd.york.ac.uk/PROSPERO/display_record.asp?ID=CRD 42017056317 (Archived by WebCite at http://www.webcitation.org/6vZ5UkKLp).
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Affiliation(s)
- Helen Slater
- School of Physiotherapy and Exercise Science, Curtin University, Perth, Australia
| | - Jared M Campbell
- Joanna Briggs Institute, Faculty of Health Science, University of Adelaide, Adelaide, Australia
| | - Jennifer N Stinson
- Lawrence S Bloomberg Faculty of Nursing, University of Toronto, Toronto, ON, Canada
- The Hospital for Sick Children, Toronto, ON, Canada
| | - Megan M Burley
- Health Networks, Department of Health, Government of Western Australia, Perth, Australia
| | - Andrew M Briggs
- School of Physiotherapy and Exercise Science, Curtin University, Perth, Australia
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Hosseini A, Buonocore CM, Hashemzadeh S, Hojaiji H, Kalantarian H, Sideris C, Bui AAT, King CE, Sarrafzadeh M. Feasibility of a Secure Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. SENSORS 2017; 17:s17081780. [PMID: 28771168 PMCID: PMC5580199 DOI: 10.3390/s17081780] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Revised: 07/31/2017] [Accepted: 08/01/2017] [Indexed: 11/16/2022]
Abstract
To address the need for asthma self-management in pediatrics, the authors present the feasibility of a mobile health (mHealth) platform built on their prior work in an asthmatic adult and child. Real-time asthma attack risk was assessed through physiological and environmental sensors. Data were sent to a cloud via a smartwatch application (app) using Health Insurance Portability and Accountability Act (HIPAA)-compliant cryptography and combined with online source data. A risk level (high, medium or low) was determined using a random forest classifier and then sent to the app to be visualized as animated dragon graphics for easy interpretation by children. The feasibility of the system was first tested on an adult with moderate asthma, then usability was examined on a child with mild asthma over several weeks. It was found during feasibility testing that the system is able to assess asthma risk with 80.10 ± 14.13% accuracy. During usability testing, it was able to continuously collect sensor data, and the child was able to wear, easily understand and enjoy the use of the system. If tested in more individuals, this system may lead to an effective self-management program that can reduce hospitalization in those who suffer from asthma.
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Affiliation(s)
- Anahita Hosseini
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
| | - Chris M Buonocore
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
| | - Sepideh Hashemzadeh
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
| | - Hannaneh Hojaiji
- Department of Electrical Engineering, University of California Los Angeles, 56-125B Engineering IV Building, 420 Westwood Plaza, Los Angeles, CA 90095, USA.
| | - Haik Kalantarian
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
| | - Costas Sideris
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
| | - Alex A T Bui
- Department of Radiological Sciences, University of California Los Angeles, 924 Westwood Blvd., Suite 420, Los Angeles, CA 90024, USA.
| | - Christine E King
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
| | - Majid Sarrafzadeh
- Department of Computer Science, University of California Los Angeles, 4732 Boelter Hall, Los Angeles, CA 90095, USA.
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Jibb LA, Cafazzo JA, Nathan PC, Seto E, Stevens BJ, Nguyen C, Stinson JN. Development of a mHealth Real-Time Pain Self-Management App for Adolescents With Cancer: An Iterative Usability Testing Study [Formula: see text]. J Pediatr Oncol Nurs 2017; 34:283-294. [PMID: 28376666 DOI: 10.1177/1043454217697022] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
PURPOSE A user-centered design approach was used to refine the mHealth Pain Squad+ real-time pain self-management app for adolescents with cancer for its usability (defined as being easy to use, easy to understand, efficient to complete, and acceptable). METHOD Three iterative usability testing cycles involving adolescent observation and interview were used to achieve this objective. During each cycle, adolescents used the app while "thinking aloud" about issues encountered. Observed difficulties and errors were recorded and a semistructured interview about the experience was conducted. Using a qualitative conventional content analysis approach, themes related to app usability were identified. RESULTS Participants required an average of 4.3 minutes to complete the pain assessment component of Pain Squad+. Overall, the app was acceptable. Problematic issues related to software malfunction, interface design flaws, and confusing text. Software revisions were made to address each issue. CONCLUSION The multifaceted usability approach used provided insight into how a real-time app can be made acceptable to adolescents with cancer and succeeded in developing a Pain Squad+ app that is fit for future effectiveness testing.
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Affiliation(s)
- Lindsay A Jibb
- 1 Hospital for Sick Children, Toronto, Ontario, Canada.,2 University of Toronto, Toronto, Ontario, Canada
| | - Joseph A Cafazzo
- 2 University of Toronto, Toronto, Ontario, Canada.,3 University Health Network, Toronto, Ontario, Canada
| | - Paul C Nathan
- 1 Hospital for Sick Children, Toronto, Ontario, Canada.,2 University of Toronto, Toronto, Ontario, Canada
| | - Emily Seto
- 2 University of Toronto, Toronto, Ontario, Canada.,3 University Health Network, Toronto, Ontario, Canada
| | - Bonnie J Stevens
- 1 Hospital for Sick Children, Toronto, Ontario, Canada.,2 University of Toronto, Toronto, Ontario, Canada
| | | | - Jennifer N Stinson
- 1 Hospital for Sick Children, Toronto, Ontario, Canada.,2 University of Toronto, Toronto, Ontario, Canada
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Perry TT, Marshall A, Berlinski A, Rettiganti M, Brown RH, Randle SM, Luo C, Bian J. Smartphone-based vs paper-based asthma action plans for adolescents. Ann Allergy Asthma Immunol 2017; 118:298-303. [PMID: 28111110 DOI: 10.1016/j.anai.2016.11.028] [Citation(s) in RCA: 36] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2016] [Revised: 11/22/2016] [Accepted: 11/29/2016] [Indexed: 11/19/2022]
Abstract
BACKGROUND Adolescents with asthma are at risk of poor outcomes and are traditionally difficult to reach. OBJECTIVE To examine adolescents' use of and asthma outcomes associated with smartphone- vs paper-based asthma action plans (AAPs). METHODS We conducted a 6-month randomized clinical trial with adolescents (12-17 years old) with persistent asthma. Participants used their respective smartphone or paper AAPs for medication instructions and peak flow or asthma symptoms logging. AAP use was measured electronically for smartphone users and via mail-in diaries for the paper group. Changes in Asthma Control Test (ACT) and self-efficacy scores were examined. RESULTS Thirty-four adolescents participated in this study (median age, 15.4 years). Participants were mostly African American (62%) with state-issued insurance (71%). Adolescents in the smartphone group accessed the AAP a median of 12.17 times per week or 4.36 days per week but only recorded medications or symptoms and peak flow data in the electronic diary a median of 10 days per month during the 6-month period. Participants in the paper group recorded data a median of 23.5 days per month on their paper diaries. Overall, there were no changes in ACT and self-efficacy scores between groups. Adolescents with uncontrolled asthma (baseline ACT score ≤19) had an improvement in ACT for the smartphone group (before, 11; after, 20) ([P = .04) compared with no change in the paper group (before, 17; after, 17) (P = .64). Adolescent satisfaction with the application was high, with 100% stating they would recommend the smartphone AAP to a friend. CONCLUSION Adolescents were frequent and highly satisfied users of the smartphone AAP with a subset of participants with uncontrolled asthma demonstrating possible clinical benefit. Findings suggest a need for larger-scale studies to determine the effectiveness of smartphone-based AAPs among high-risk patients with asthma. TRIAL REGISTRATION clinicaltrials.gov Identifier: NCT02091869.
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Affiliation(s)
- Tamara T Perry
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas; Arkansas Children's Hospital Research Institute, Little Rock, Arkansas.
| | - Alexandra Marshall
- Fay W. Boozman College of Public Health, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Ariel Berlinski
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas
| | - Mallikarjuna Rettiganti
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas; Arkansas Children's Hospital Research Institute, Little Rock, Arkansas
| | - Rita H Brown
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas; Arkansas Children's Hospital Research Institute, Little Rock, Arkansas
| | | | - Chunqiao Luo
- Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, Arkansas; Arkansas Children's Hospital Research Institute, Little Rock, Arkansas
| | - Jiang Bian
- Department of Health Outcomes and Policy, University of Florida, Gainesville, Florida
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Geryk LL, Roberts CA, Sage AJ, Coyne-Beasley T, Sleath BL, Carpenter DM. Parent and Clinician Preferences for an Asthma App to Promote Adolescent Self-Management: A Formative Study. JMIR Res Protoc 2016; 5:e229. [PMID: 27923777 PMCID: PMC5174724 DOI: 10.2196/resprot.5932] [Citation(s) in RCA: 18] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 10/14/2016] [Accepted: 10/28/2016] [Indexed: 11/24/2022] Open
Abstract
BACKGROUND Most youth asthma apps are not designed with parent and clinician use in mind, and rarely is the app development process informed by parent or clinician input. OBJECTIVE This study was conducted to generate formative data on the use, attitudes, and preferences for asthma mHealth app features among parents and clinicians, the important stakeholders who support adolescents with asthma and promote adolescent self-management skills. METHODS We conducted a mixed-methods study from 2013 to 2014 employing a user-centered design philosophy to acquire feedback from a convenience sample of 20 parents and 6 clinicians. Participants were given an iPod Touch and asked to evaluate 10 features on 2 existing asthma apps. Participant experiences using the apps were collected from questionnaires and a thematic analysis of audio-recorded and transcribed (verbatim) interviews using MAXQDA. Descriptive statistics were calculated to characterize the study sample and app feature feedback. Independent samples t tests were performed to compare parent and clinician ratings of app feature usefulness (ratings: 1=not at all useful to 5=very useful). RESULTS All parents were female (n=20), 45% were black, 20% had an income ≥US $50,000, and 45% had a bachelor's degree or higher education. The clinician sample included 2 nurses and 4 physicians with a mean practice time of 13 years. Three main themes provided an understanding of how participants perceived their roles and use of asthma app features to support adolescent asthma self-management: monitoring and supervision, education, and communication/information sharing. Parents rated the doctor report feature highest, and clinicians rated the doctor appointment reminder highest of all evaluated app features on usefulness. The peak flow monitoring feature was the lowest ranked feature by both parents and clinicians. Parents reported higher usefulness for the doctor report (t(10)=2.7, P<.02), diary (t(10)=2.7, P<.03), and self-check quiz (t(14)=2.5, P<.02) features than clinicians. Specific participant suggestions for app enhancements (eg, a tutorial showing correct inhaler use, refill reminders, pop-up messages tied to a medication log, evidence-based management steps) were also provided. CONCLUSIONS Parent and clinician evaluations and recommendations can play an important role in the development of an asthma app designed to help support youth asthma management. Two-way asthma care communication between families and clinicians and components involving families and clinicians that support adolescent self-management should be incorporated into adolescent asthma apps.
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Affiliation(s)
- Lorie L Geryk
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, United States
| | - Courtney A Roberts
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, United States
| | - Adam J Sage
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, United States
| | - Tamera Coyne-Beasley
- Division of General Pediatrics and Adolescent Medicine, School of Medicine, University of North Carolina, Chapel Hill, NC, United States
| | - Betsy L Sleath
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, United States
| | - Delesha M Carpenter
- Division of Pharmaceutical Outcomes and Policy, Eshelman School of Pharmacy, University of North Carolina, Chapel Hill, NC, United States
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Hosseini A, Buonocore CM, Hashemzadeh S, Hojaiji H, Kalantarian H, Sideris C, Bui AAT, King CE, Sarrafzadeh M. HIPAA Compliant Wireless Sensing Smartwatch Application for the Self-Management of Pediatric Asthma. ... INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS. INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS 2016; 2016:49-54. [PMID: 29354688 DOI: 10.1109/bsn.2016.7516231] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
Asthma is the most prevalent chronic disease among pediatrics, as it is the leading cause of student absenteeism and hospitalization for those under the age of 15. To address the significant need to manage this disease in children, the authors present a mobile health (mHealth) system that determines the risk of an asthma attack through physiological and environmental wireless sensors and representational state transfer application program interfaces (RESTful APIs). The data is sent from wireless sensors to a smartwatch application (app) via a Health Insurance Portability and Accountability Act (HIPAA) compliant cryptography framework, which then sends data to a cloud for real-time analytics. The asthma risk is then sent to the smartwatch and provided to the user via simple graphics for easy interpretation by children. After testing the safety and feasibility of the system in an adult with moderate asthma prior to testing in children, it was found that the analytics model is able to determine the overall asthma risk (high, medium, or low risk) with an accuracy of 80.10±14.13%. Furthermore, the features most important for assessing the risk of an asthma attack were multifaceted, highlighting the importance of continuously monitoring different wireless sensors and RESTful APIs. Future testing this asthma attack risk prediction system in pediatric asthma individuals may lead to an effective self-management asthma program.
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Affiliation(s)
- Anahita Hosseini
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Chris M Buonocore
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Sepideh Hashemzadeh
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Hannaneh Hojaiji
- Department of Electrical Engineering, University of California, Los Angeles, CA 90095, USA
| | - Haik Kalantarian
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Costas Sideris
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Alex A T Bui
- Department of Radiological Sciences, University of California, Los Angeles, CA 90095, USA
| | - Christine E King
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
| | - Majid Sarrafzadeh
- Department of Computer Science, University of California, Los Angeles, Los Angeles, CA 90095, USA
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