ArticleJMIR aging2021
Mobile Apps for Older Adults: Systematic Search and Evaluation Within Online Stores.
Article in JMIR aging, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 25 papers, 1 of them a synthesis 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
25 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Mobile Apps for the Management of Gastrointestinal Diseases: Systematic Search and Evaluation Within App Stores.Journal of medical Internet research · 2022Pooled it
- Designing an mHealth App to Encourage Uptake of Muscle-Strengthening Exercise in Older Adults: Co-Design Focus Group Study.JMIR aging · 2026Article
- Tailoring mHealth for Healthy Aging: Focus Group Study With Retirement-Age Adults.JMIR mHealth and uHealth · 2025Article
- Cluster-Based Predictive Modeling of User Ratings for Physical Activity Apps Using Mobile App Rating Scale (MARS) Dimensions: Model Development and Validation.JMIR mHealth and uHealth · 2025Article
- Living well? The unintended consequences of highly popular commercial fitness apps through social listening using Machine-Assisted Topic Analysis: Evidence from X.British journal of health psychology · 2025Article
- Development of content for a mobile application aimed to increase medication adherence among older adults.BMC geriatrics · 2025Article
- Associations between social frailty, use of digital device and depression among community-dwelling older adults: A population-based cross-sectional study.Geriatrics & gerontology international · 2025Article
- A scoping review of the reporting quality of reviews of commercially and publicly available mobile health apps.JAMIA open · 2025Review
- Gait Assessment Using Smartphone Applications in Older Adults: A Scoping Review.Geriatrics (Basel, Switzerland) · 2024Article
- Attributes, Quality, and Downloads of Dementia-Related Mobile Apps for Patients With Dementia and Their Caregivers: App Review and Evaluation Study.JMIR formative research · 2024Article
- Gamification and older adults: opportunities for gamification to support health promotion initiatives for older adults in the context of COVID-19.The Lancet regional health. Western Pacific · 2023Review
- Evaluating Mobile Apps Targeting Older Adults: Descriptive Study.JMIR formative research · 2023Article
- Mobile Application Use and Loneliness among Older Adults in the Digital Age: Insights from a Survey in Hong Kong during the COVID-19 Pandemic.International journal of environmental research and public health · 2022Article
- A systematic quality rating of available mobile health apps for borderline personality disorder.Borderline personality disorder and emotion dysregulation · 2022Article
- Are Mobile Apps in Geriatric Mental Health Worth the Effort?The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry · 2022Article
- Predicting Uptake of the COVID Coach App Among US Military Veterans: Funnel Analysis Using a Probability-Based Panel.JMIR mental health · 2022Article
- Standardized evaluation of the quality and persuasiveness of mobile health applications for diabetes management.Scientific reports · 2022Article
- Mobile Applications in Mood Disorders and Mental Health: Systematic Search in Apple App Store and Google Play Store and Review of the Literature.International journal of environmental research and public health · 2022Review
- Technology obsolescence across the adult lifespan in a USA internet sample.Frontiers in public health · 2022Article
- Mobile-based interventions for common mental disorders in youth: a systematic evaluation of pediatric health apps.Child and adolescent psychiatry and mental health · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThrough the increasingly aging population, the health care system is confronted with various challenges such as expanding health care costs. To manage these challenges, mobile apps may represent a cost-effective and low-threshold approach to support older adults.
objectiveThis systematic review aimed to evaluate the quality, characteristics, as well as privacy and security measures of mobile apps for older adults in the European commercial app stores.
methodsIn the European Google Play and App Store, a web crawler systematically searched for mobile apps for older adults. The identified mobile apps were evaluated by two independent reviewers using the German version of the Mobile Application Rating Scale. A correlation between the user star rating and overall rating was calculated. An exploratory regression analysis was conducted to determine whether the obligation to pay fees predicted overall quality.
resultsIn total, 83 of 1217 identified mobile apps were included in the analysis. Generally, the mobile apps for older adults were of moderate quality (mean 3.22 [SD 0.68]). Four mobile apps (5%) were evidence-based; 49% (41/83) had no security measures. The user star rating correlated significantly positively with the overall rating (r=.30, P=.01). Obligation to pay fees could not predict overall quality.
conclusionsThere is an extensive quality range within mobile apps for older adults, indicating deficits in terms of information quality, data protection, and security precautions, as well as a lack of evidence-based approaches. Central databases are needed to identify high-quality mobile apps.
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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.