SynthesisPloS one2014
mHealth: a strategic field without a solid scientific soul. a systematic review of pain-related apps.
Synthesis in PloS one, 2014. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 96 papers, 11 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
96 citing papers in PubMed, 11 syntheses or guidelines pooled it, 199 citations in OpenAlex.
- mHealth Intervention for Improving Pain, Quality of Life, and Functional Disability in Patients With Chronic Pain: Systematic Review.JMIR mHealth and uHealth · 2023Pooled it
- Digital manikins to self-report pain on a smartphone: A systematic review of mobile apps.European journal of pain (London, England) · 2021Pooled it
- Assessment of the Fairness of Privacy Policies of Mobile Health Apps: Scale Development and Evaluation in Cancer Apps.JMIR mHealth and uHealth · 2020Pooled it
- Standards for Mobile Health-Related Apps: Systematic Review and Development of a Guide.JMIR mHealth and uHealth · 2020Pooled it
- Benefits of Mobile Apps for Cancer Pain Management: Systematic Review.JMIR mHealth and uHealth · 2020Pooled it
- Patient-Centered eHealth Interventions for Children, Adolescents, and Adults With Sickle Cell Disease: Systematic Review.Journal of medical Internet research · 2018Pooled it
- The Use of Mobile Apps and SMS Messaging as Physical and Mental Health Interventions: Systematic Review.Journal of medical Internet research · 2017Pooled it
- A systematic review of smartphone applications for smoking cessation.Translational behavioral medicine · 2017Pooled it
- The role of interdisciplinary research team in the impact of health apps in health and computer science publications: a systematic review.Biomedical engineering online · 2016Pooled it
- Pooled it
- A systematic review of smartphone applications and devices for obstructive sleep apnea.Brazilian journal of otorhinolaryngologyPooled it
- Health care providers' experiences of pain management and attitudes towards digitally supported self-management interventions for chronic pain: a qualitative study.BMC health services research · 2021Trial
- Trial
- "Asking Too Much?": Randomized N-of-1 Trial Exploring Patient Preferences and Measurement Reactivity to Frequent Use of Remote Multidimensional Pain Assessments in Children and Young People With Juvenile Idiopathic Arthritis.Journal of medical Internet research · 2020Trial
- Quality Measurement and Improvement Study of Surgical Coronary Revascularization: Medication Adherence (MISSION-2).Chinese medical journal · 2018Trial
- A text message intervention for alcohol risk reduction among community college students: TMAP.Addictive behaviors · 2016Trial
- Design and development of a mobile chemotherapy drug guide (ChemoNurse) for oncology nurses: a feasibility and usability pilot study.BMC nursing · 2026Article
- Systematic evaluation of commercially available pain-management mHealth apps for chronic pain in the United Kingdom.British journal of health psychology · 2026Article
- Evaluation of medical education mobile apps with MARS and MARuL in a TPACK informed model.Scientific reports · 2025Article
- Digital health solutions for caregivers of children experiencing acute pain: a scoping review.Pain reports · 2025Review
36 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
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMobile health (mHealth) has undergone exponential growth in recent years. Patients and healthcare professionals are increasingly using health-related applications, at the same time as concerns about ethical issues, bias, conflicts of interest and privacy are emerging. The general aim of this paper is to provide an overview of the current state of development of mHealth. METHODS AND
findingsTo exemplify the issues, we made a systematic review of the pain-related apps available in scientific databases (Medline, Web of Science, Gale, Psycinfo, etc.) and the main application shops (App Store, Blackberry App World, Google Play, Nokia Store and Windows Phone Store). Only applications (designed for both patients and clinicians) focused on pain education, assessment and treatment were included. Of the 47 papers published on 34 apps in scientific databases, none were available in the app shops. A total of 283 pain-related apps were found in the five shops searched, but no articles have been published on these apps. The main limitation of this review is that we did not look at all stores in all countries.
conclusionsThere is a huge gap between the scientific and commercial faces of mHealth. Specific efforts are needed to facilitate knowledge translation and regulate commercial health-related apps.
Indexed as
Identifiers
What OpenQuestion holds
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.