Evidence map›Paper›PMID 39661976›Full record

SynthesisJournal of medical Internet research2024

Factors Associated With Digital Intervention Engagement and Adherence in Patients With Cancer: Systematic Review.

Lucile Montalescot, Louise Baussard, Elodie Charbonnier

Erratum issuedAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed, 2 pooled it
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 2 syntheses or guidelines pooled it.

  1. Pooled it
  2. 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 · 2025
    Pooled it
  3. Trial
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  5. 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 · 2026
    Trial
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  8. 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 · 2025
    Trial
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  12. Observational
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  15. Review
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4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

3 authors.

Lucile MontalescotLaboratoire de Psychopathologie et Processus de Santé, Université Paris-Cité, Boulogne-Billancourt, France.ORCID 0000-0001-8004-4481
Louise BaussardLaboratoire de Psychopathologie et Processus de Santé, Université Paris-Cité, Boulogne-Billancourt, France.ORCID 0000-0002-2282-5586
Elodie CharbonnierLaboratoire de Psychopathologie et Processus de Santé, Université Paris-Cité, Boulogne-Billancourt, France.ORCID 0000-0002-0225-9564

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

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.

Indexed as

NeoplasmsPatient ComplianceAdultFemaleHumansMaleTelemedicineadherenceappbehaviorcancercancer caredigital healtheHealtheHealth interventionsengagementhealth-relatedintervention-relatedmHealthmobile healthpatientsociodemographicsystematic review

Identifiers

PMID39661976
PMCPMC11669875

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.