ArticlePloS one2016
Mobile Health Apps to Facilitate Self-Care: A Qualitative Study of User Experiences.
Article in PloS one, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 242 papers, 12 of them syntheses that pooled it.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
242 citing papers in PubMed, 12 syntheses or guidelines pooled it, 557 citations in OpenAlex.
- Smartphone-Based Digital Health Interventions: A Comprehensive Systematic Review of Efficacy for Cardiovascular and Cerebrovascular Outcomes.Journal of medical systems · 2025Pooled it
- What are the perceptions and experiences of adults using mobile applications for self-management in diabetes? A systematic review.BMJ open · 2025Pooled it
- A mobile health application use among diabetes mellitus patients: a systematic review and meta-analysis.Frontiers in endocrinology · 2024Pooled it
- The Use of Mobile Health Interventions for Outcomes among Middle-Aged and Elderly Patients with Prediabetes: A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Digital interventions to improve adherence to maintenance medication in asthma.The Cochrane database of systematic reviews · 2022Pooled it
- Video games for the assessment and treatment of attention-deficit/hyperactivity disorder: a systematic review.European child & adolescent psychiatry · 2022Pooled it
- Effectiveness and Usability of Digital Tools to Support Dietary Self-Management of Gestational Diabetes Mellitus: A Systematic Review.Nutrients · 2021Pooled it
- Effects of Different Telemonitoring Strategies on Chronic Heart Failure Care: Systematic Review and Subgroup Meta-Analysis.Journal of medical Internet research · 2020Pooled it
- Influences on the Uptake of and Engagement With Health and Well-Being Smartphone Apps: Systematic Review.Journal of medical Internet research · 2020Pooled it
- Android and iPhone Mobile Apps for Psychosocial Wellness and Stress Management: Systematic Search in App Stores and Literature Review.JMIR mHealth and uHealth · 2020Pooled it
- Evaluation of Heart Failure Apps to Promote Self-Care: Systematic App Search.JMIR mHealth and uHealth · 2019Pooled it
- Passive Sensing of Health Outcomes Through Smartphones: Systematic Review of Current Solutions and Possible Limitations.JMIR mHealth and uHealth · 2019Pooled it
- Self-Monitoring of Weight Loss Over Time: Secondary Data Analysis of a Randomized Controlled Trial.JMIR mHealth and uHealth · 2026Trial
- Supporting mental well-being of healthcare workers using a mobile app: A mixed-methods feasibility study.PloS one · 2026Trial
- The coping insights evident through self-reflection on stressful military training events: Qualitative evidence from self-reflection journals.Stress and health : journal of the International Society for the Investigation of Stress · 2022Trial
- Impacts of dietary self-monitoring via MyFitnessPal to undergraduate women: A qualitative study.Body image · 2021Trial
- Content Analysis: First-Time Patient User Challenges with Top-Rated Commercial Diabetes Apps.Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2021Trial
- Participants' Engagement and Satisfaction With a Smartphone App Intended to Support Healthy Weight Gain, Diet, and Physical Activity During Pregnancy: Qualitative Study Within the HealthyMoms Trial.JMIR mHealth and uHealth · 2021Trial
- The effect of active occupational stress management on psychosocial and physiological wellbeing: a pilot study.BMC medical informatics and decision making · 2020Trial
- Users' Experiences of a Mobile Health Self-Management Approach for the Treatment of Cystic Fibrosis: Mixed Methods Study.JMIR mHealth and uHealth · 2020Trial
182 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveConsumers are living longer, creating more pressure on the health system and increasing their requirement for self-care of chronic conditions. Despite rapidly-increasing numbers of mobile health applications ('apps') for consumers' self-care, there is a paucity of research into consumer engagement with electronic self-monitoring. This paper presents a qualitative exploration of how health consumers use apps for health monitoring, their perceived benefits from use of health apps, and suggestions for improvement of health apps. MATERIALS AND
methods'Health app' was defined as any commercially-available health or fitness app with capacity for self-monitoring. English-speaking consumers aged 18 years and older using any health app for self-monitoring were recruited for interview from the metropolitan area of Perth, Australia. The semi-structured interview guide comprised questions based on the Technology Acceptance Model, Health Information Technology Acceptance Model, and the Mobile Application Rating Scale, and is the only study to do so. These models also facilitated deductive thematic analysis of interview transcripts. Implicit and explicit responses not aligned to these models were analyzed inductively.
resultsTwenty-two consumers (15 female, seven male) participated, 13 of whom were aged 26-35 years. Eighteen participants reported on apps used on iPhones. Apps were used to monitor diabetes, asthma, depression, celiac disease, blood pressure, chronic migraine, pain management, menstrual cycle irregularity, and fitness. Most were used approximately weekly for several minutes per session, and prior to meeting initial milestones, with significantly decreased usage thereafter. Deductive and inductive thematic analysis reduced the data to four dominant themes: engagement in use of the app; technical functionality of the app; ease of use and design features; and management of consumers' data.
conclusionsThe semi-structured interviews provided insight into usage, benefits and challenges of health monitoring using apps. Understanding the range of consumer experiences and expectations can inform design of health apps to encourage persistence in self-monitoring.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.