Effectiveness of digital health education interventions for chronic disease self-management in community-dwelling older adults: an umbrella review and evidence classification
In brief
No digital self-management program has high-credibility evidence in older adults
An umbrella review of 199 randomized trials found no high-credibility evidence that digital health education improves chronic disease self-management for adults 60 and older living in the community. Nearly two-thirds of 44 outcomes were not significant, and prediction intervals crossed no effect throughout. This does not show the programs are ineffective; limited trials, short follow-up and varied methods leave the question open.
- Journal
- Frontiers in public health (Q1)
- Published
- 12 October 2026
- Study design
- Systematic review / meta-analysis of RCTs
- Evidence level
- Level 1, High (CEBM 1a)
- Authors
- Esra Sezer, Gözde Gür
- PMID
- 42935759
- DOI
- 10.3389/fpubh.2026.1948010
Why clinicians should know about it
- Picked for Internal Medicine (top studies of the week, 1 November 2026): Evidence quality for chronic disease self-management in older adults
Abstract
BACKGROUND: Digital health education interventions are widely promoted to support chronic disease self-management. However, existing umbrella reviews pool evidence across all ages and have not assessed community-dwelling older adults, who face barriers to digital access. This umbrella review aimed to determine whether current evidence supports the effectiveness of digital health education interventions for chronic disease self-management in community-dwelling adults aged 60 years or older. METHODS: We conducted an umbrella review of systematic reviews evaluating digital health education interventions for chronic disease self-management in community-dwelling adults aged 60 years or older. Six databases were searched for systematic reviews published between 2015 and 2026. Meta-analytic outcomes were re-estimated using random-effects models, evidence was graded according to the Ioannidis criteria, methodological quality was assessed with AMSTAR 2, and primary-study overlap was quantified using the corrected covered area (CCA). RESULTS: Of the 1,272 records identified, 11 met the eligibility criteria, and 10 contributed 44 meta-analytic outcomes derived from 199 primary randomized controlled trials (RCTs) across five chronic disease clusters. The evidence base showed minimal overlap among primary studies (overall CCA was 0.76%). None of the outcomes met the criteria for convincing (Class I), highly suggestive (Class II), or suggestive (Class III) evidence. Fifteen outcomes (34.1%) were classified as weak (Class IV), whereas 29 (65.9%) were non-significant. According to AMSTAR 2, only three of the 10 systematic reviews were rated as high confidence, whereas two were rated as low and five as critically low confidence; the 95% prediction interval crossed the null for all 44 outcomes. CONCLUSION: When the evidence is limited to community-dwelling older adults, no digital health education intervention for chronic disease self-management is supported by high-credibility evidence at the umbrella review level. This finding most likely reflects the immaturity of the current evidence base-characterized by a limited number of trials, short follow-up periods, and substantial heterogeneity-rather than a lack of intervention effectiveness. Well-powered RCTs with longer follow-up and higher-quality systematic reviews specifically focused on older adults are needed to strengthen the evidence base.
Abstract as published, via PubMed.
For healthcare professionals. The summary is generated by AI from the published abstract, and the evidence level is assigned automatically from the study design on the Oxford CEBM hierarchy. Neither is medical advice. Read the full paper before changing practice.