SynthesisPloS one2017
The effect of electronic monitoring feedback on medication adherence and clinical outcomes: A systematic review.
Synthesis in PloS one, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 42 papers, 4 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
42 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Patients' perspectives on medication adherence feedback interventions for managing long-term medications: a systematic review of qualitative evidence.International journal of clinical pharmacy · 2026Pooled it
- Effect of electronic adherence monitoring on adherence and outcomes in chronic conditions: A systematic review and meta-analysis.PloS one · 2022Pooled it
- Mindfulness-based interventions for medication adherence: A systematic review and narrative synthesis.Journal of psychosomatic research · 2021Pooled it
- Effect of Interactive eHealth Interventions on Improving Medication Adherence in Adults With Long-Term Medication: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Antirheumatic Medication Calendar Significantly Improves Adherence in First-Time Methotrexate Users: A Prospective, Single-Blind, Randomized Controlled Trial.Patient preference and adherence · 2025Trial
- Randomized Controlled Trial of a Remote Coaching mHealth Adherence Intervention in Youth Living with HIV.AIDS and behavior · 2022Trial
- Trial
- Effect of Digital Adherence Tools on Adherence to Antiretroviral Treatment Among Adults Living With HIV in Kilimanjaro, Tanzania: A Randomized Controlled Trial.Journal of acquired immune deficiency syndromes (1999) · 2021Trial
- A theory-based intervention to promote medication adherence in patients with rheumatoid arthritis: A randomized controlled trial.Clinical rheumatology · 2021Trial
- Electronic Pill Bottles or Bidirectional Text Messaging to Improve Hypertension Medication Adherence (Way 2 Text): a Randomized Clinical Trial.Journal of general internal medicine · 2019Trial
- Contexts and Mechanisms Related to the Efficacy of Digital Medication Adherence Interventions to Support Medication Adherence Among Adults With Chronic Diseases: Realist Review.Interactive journal of medical research · 2026Review
- Feasibility, acceptability and validity of electronic adherence monitoring among adolescents in Zimbabwe: a mixed methods study.BMC global and public health · 2026Article
- Design, implementation, and evaluation of web-based medication management application for polypharmacy adolescents: a mixed methods study.BMC health services research · 2025Article
- Electronic Dose Monitoring Feedback (EMF) with Youth Living with HIV: Qualitative Exploration of Reactions to Viewing Dosing Calendars.AIDS and behavior · 2025Article
- Article
- A Medication Management App (Smart-Meds) for Patients After an Acute Coronary Syndrome: Pilot Pre-Post Mixed Methods Study.JMIR cardio · 2025Article
- Electronic Monitoring of Medication Adherence to Direct Oral Anticoagulants: A Systematic Review.Patient preference and adherence · 2025Review
- Implementation bottlenecks of real time medication monitoring (evriMED) for improving adherence to anti-TB drugs among people with tuberculosis in Kilimanjaro, Tanzania.Journal of clinical tuberculosis and other mycobacterial diseases · 2024Article
- Article
- The Use of eHealth for Pharmacotherapy Management With Patients With Respiratory Disease, Cardiovascular Disease, or Diabetes: Scoping Review.Journal of medical Internet research · 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
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveThis study aims to assess the efficacy of Electronic Monitoring Feedback (EMF) as an intervention to improve medication adherence (i.e. dose- or full adherence) and clinical outcomes in adult patients.
methodsA systematic search was performed in Medline, EMBASE, PsycINFO and Web of Science and reported according to the PRISMA guidelines. Randomised controlled trials (RCTs) comparing EMF with usual care were identified to systematically summarise the evidence for use of EMF in improving medication adherence and clinical outcomes. The GRADE approach was used to assess the quality of the body of evidence.
resultsOf 9,993 initially-identified studies, ten studies (four of high-quality and six of low-quality) were included. The sample size of the studies included varied from 18 to 205 patients. Four of the six studies (66.7%) reported a significant positive effect of EMF on mean dose adherence levels, whereas a significant positive effect of EMF on mean full adherence levels was found in all of the included studies (100%, five out of five of the studies included). A significant positive effect of EMF on clinical outcomes was reported in one of the seven studies included. The overall effect of EMF on mean dose- and full adherence was positive and the overall effect of EMF on clinical outcomes was inconclusive.
conclusionConsidering the positive effect of EMF on medication adherence, EMF might be a promising intervention to enhance medication adherence. However, the effect of EMF on clinical outcomes was inconclusive. Prior to implementing EMF in clinical practice, future research with high-quality studies (e.g. adequate sample sizes, follow-up periods and no interfering co-interventions) is required to examine the (long-term) efficacy of EMF.
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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.