ReviewJMIR mHealth and uHealth2018
Consumer Mobile Apps for Potential Drug-Drug Interaction Check: Systematic Review and Content Analysis Using the Mobile App Rating Scale (MARS).
Review in JMIR mHealth and uHealth, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 49 papers, 6 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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
49 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- Smartphone Apps for Pulmonary Hypertension: Systematic Search and Content Evaluation.JMIR mHealth and uHealth · 2024Pooled it
- Smartphone Apps for Patients With Hematologic Malignancies: Systematic Review and Evaluation of Content.JMIR mHealth and uHealth · 2022Pooled it
- Sticky apps, not sticky hands: A systematic review and content synthesis of hand hygiene mobile apps.Journal of the American Medical Informatics Association : JAMIA · 2021Pooled it
- Mobile Apps for Drug-Drug Interaction Checks in Chinese App Stores: Systematic Review and Content Analysis.JMIR mHealth and uHealth · 2021Pooled it
- Measuring the Quality of Clinical Skills Mobile Apps for Student Learning: Systematic Search, Analysis, and Comparison of Two Measurement Scales.JMIR mHealth and uHealth · 2021Pooled it
- Pooled it
- User experiences of the mobile stress autism mate (SAM) application: a qualitative study among autistic adults not receiving mental health care.Health psychology and behavioral medicine · 2026Article
- Design, implementation, and evaluation of web-based medication management application for polypharmacy adolescents: a mixed methods study.BMC health services research · 2025Article
- Investigating the Quality of Mobile Apps for Drug-Drug Interaction Management Using the Mobile App Rating Scale and K-Means Clustering: Systematic Search of App Stores.JMIR mHealth and uHealth · 2025Article
- Trustworthiness of Web-Based Pharmacy Apps in Pakistan Based on the Mobile App Rating Scale: Content Analysis and Quality Evaluation.JMIR mHealth and uHealth · 2025Article
- An approach to boost adherence to self-data reporting in mHealth applications for users without specific health conditions.BMC medical informatics and decision making · 2025Article
- Evaluation of potentially significant drug-drug interactions among patients receiving psychotropic medications: A real-world retrospective study.Qatar medical journal · 2025Article
- Mobile health (mHealth) apps for ADHD: A systematic review of app quality and positive technology features.Journal of education and health promotion · 2025Review
- Quality Assessment of Smartphone Medication Management Apps in France: Systematic Search.JMIR mHealth and uHealth · 2024Article
- Assessing the Quality, Privacy, and Security of Breast Cancer Apps for Arabic Speakers: Systematic Search and Review of Smartphone Apps.JMIR cancer · 2024Article
- Assessment of online pharmacy applications in India by employing the mobile application rating scale.Frontiers in public health · 2024Article
- There's an App for it: A systematic review of mobile apps providing information about abortion using a revised MARS scale.PLOS digital health · 2023Article
- Adolescents' Assessment of Two Mental Health-Promoting Mobile Apps: Results of Two User Surveys.JMIR formative research · 2023Article
- Evaluation criteria for health apps supporting medication adherence in early-stage technology development - a scoping review.German medical science : GMS e-journal · 2023Article
- Mobile applications in the Philippines during the COVID-19 pandemic: systematic search, use case mapping, and quality assessment using the Mobile App Rating Scale (MARS).BMC digital health · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundGeneral consumers can now easily access drug information and quickly check for potential drug-drug interactions (PDDIs) through mobile health (mHealth) apps. With aging population in Canada, more people have chronic diseases and comorbidities leading to increasing numbers of medications. The use of mHealth apps for checking PDDIs can be helpful in ensuring patient safety and empowerment.
objectiveThe aim of this study was to review the characteristics and quality of publicly available mHealth apps that check for PDDIs.
methodsApple App Store and Google Play were searched to identify apps with PDDI functionality. The apps' general and feature characteristics were extracted. The Mobile App Rating Scale (MARS) was used to assess the quality.
resultsA total of 23 apps were included for the review-12 from Apple App Store and 11 from Google Play. Only 5 of these were paid apps, with an average price of $7.19 CAD. The mean MARS score was 3.23 out of 5 (interquartile range 1.34). The mean MARS scores for the apps from Google Play and Apple App Store were not statistically different (P=.84). The information dimension was associated with the highest score (3.63), whereas the engagement dimension resulted in the lowest score (2.75). The total number of features per app, average rating, and price were significantly associated with the total MARS score.
conclusionsSome apps provided accurate and comprehensive information about potential adverse drug effects from PDDIs. Given the potentially severe consequences of incorrect drug information, there is a need for oversight to eliminate low quality and potentially harmful apps. Because managing PDDIs is complex in the absence of complete information, secondary features such as medication reminder, refill reminder, medication history tracking, and pill identification could help enhance the effectiveness of PDDI 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.