SynthesisJournal of medical Internet research2024
Factors Associated With Digital Intervention Engagement and Adherence in Patients With Cancer: Systematic Review.
Synthesis in Journal of medical Internet research, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 18 papers, 2 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
18 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Emotion Regulation Interventions for Cancer Patients and Their Relatives: A Systematic Review.Cancer medicine · 2026Pooled it
- Psychosocial interventions to improve quality of life in Hispanic cancer survivors: a meta-analysis.Annals of behavioral medicine : a publication of the Society of Behavioral Medicine · 2025Pooled it
- Long-Term Engagement With a Physical Activity App Among Gynecologic Cancer Survivors in the LETSGO Trial: 12-Month Prospective, Multicenter, Quasi-Experimental Study.JMIR mHealth and uHealth · 2026Trial
- Web-Based Cognitive Rehabilitation for Patients With Aggressive Lymphoma With Perceived Cognitive Impairment: A Randomised Pilot Study.Psycho-oncology · 2026Trial
- Does adding coaching calls into an online lifestyle intervention for cancer survivors make it more acceptable and feasible than a self-guided version?Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026Trial
- Benefits and Challenges of a Digital Exercise and Mind-Body Program During Active Cancer Treatment: Qualitative Study of Patients' Perceptions.JMIR cancer · 2026Trial
- Trial
- A qualitative exploration of factors that influence engagement with a digital mental health intervention for women with metastatic breast cancer: Finding My Way-Advanced.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2025Trial
- Digital solutions, real-world challenges: lessons from mHealth trials in oncology.Frontiers in digital health · 2025Trial
- Reducing Incomplete Mobile Health Application Registration in Oncology.Applied clinical informatics · 2026Article
- Integration of Digital Therapeutics Into Occupational Rehabilitation in Germany: Multilevel Simulation Study.Journal of medical Internet research · 2026Article
- Digital Monitoring of Pre-Exposure Prophylaxis Users Through Electronic Patient-Reported Outcome Measures and Electronic Patient-Reported Experience Measures: Multicenter Prospective Study on Feasibility, Safety, and Predictive Modeling of Digital Engagement.Journal of medical Internet research · 2026Observational
- Prediction of Adherence to an Online Wellness Program for People with Mobility Limitations: A Machine Learning Approach.Healthcare (Basel, Switzerland) · 2026Article
- Prehabilitation for patients undergoing neoadjuvant treatment: results of a single-center pilot study using an integrative medicine day clinic.Frontiers in oncology · 2026Article
- Effects of digital health interventions on anxiety, depression, and quality of life in colorectal cancer patients: a meta-analysis of randomized controlled trials.Frontiers in oncology · 2026Review
- Internet-delivered cognitive behavioral therapy versus standard information brochures in advanced cancer caregivers: randomized controlled trial.Internet interventions · 2025Article
- Acceptability of the RecoverEsupport Digital Health Intervention Among Patients Undergoing Breast Cancer Surgery: Qualitative Study.Journal of medical Internet research · 2025Article
- Psychometric characteristics of the Chinese version of the patient participation scale.BMC public health · 2025Article
Corrections and comments
- Erratum issued
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDigital interventions offer vital support for patients with cancer through education, behavior change, and monitoring. Despite their potential, patient adherence to and engagement with these self-help interventions is challenging. Factors like user characteristics, technology, and intervention design influence adherence and engagement. Existing reviews have gaps in exploring diverse factors associated with adherence in cancer care.
objectiveThis systematic review aims to identify factors influencing adherence to and engagement with digital interventions with self-help components in cancer care. It examined sociodemographic, psychosocial, health-related, and intervention-related factors that affect patients' adherence to and engagement with these digital health solutions.
methodsFollowing PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines, a search was conducted across PubMed, Embase, Cochrane Library, and PsycINFO to find studies published from January 2010 to September 2021. The studies included in this review focused on adult patients with cancer using digital interventions with self-help features. Data were extracted and synthesized using a standardized approach. Factors associated with adherence were synthesized according to their type-sociodemographic factors, psychosocial factors, health-related factors, technology-related factors, and intervention-related factors.
resultsAmong 9386 studies initially screened, 61 (0.6%) were eligible for analysis. These studies covered diverse eHealth intervention types, cancer types, and outcome measures. Investigating the determinants of adherence to and engagement with digital interventions was the main objective for 43% (26/61) of the included studies. Adherence and engagement were gauged using varied measures, such as dropout rates, log-ins, and self-reported measures. Results regarding factors associated with adherence and engagement were inconsistent across studies. Most sociodemographic (eg, age) and health-related factors (eg, cancer stage) yielded mixed outcomes. However, comorbidity consistently predicted lower adherence and engagement. Results regarding psychosocial factors were more stable across studies. Specifically, higher social support was associated with lower adherence and engagement. Finally, intervention-related factors like intervention type or human support showed conflicting results. Adopting an intersectional perspective revealed that specificities vary according to intervention goals and the operationalization of adherence versus engagement, with women being more adherent and engaged than men in interventions targeting distress. When focusing on adherence rather than engagement, older patients were more adherent than younger patients.
conclusionsThis review highlights the complexity of adherence to and engagement with digital interventions in cancer care. While some factors, notably comorbidities and low social support, were consistently linked to adherence and engagement, others displayed mixed associations. The review underscores the need for standardizing measures, investigating specific intervention features, and enhancing study quality to optimize digital interventions for patients with cancer. Further research is crucial to better understand and improve adherence to digital health solutions in cancer care.
trial registrationPROSPERO CRD42021281028; https://www.crd.york.ac.uk/prospero/display_record.php?RecordID=281028.
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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.