PTSystematic ReviewFrontiers in rehabilitation sciences2022

The Effectiveness of Self-Guided Digital Interventions to Improve Physical Activity and Exercise Outcomes for People With Chronic Conditions: A Systematic Review and Meta-Analysis.

Verna Stavric, Nicola M Kayes, Usman Rashid and 1 others

PMID 36188933

WHAT IT FOUND

Self-guided digital exercise programmes, used with no ongoing therapist input, helped adults with long-term conditions move a little more by their own report, and the gain lasted after the programme ended.

Device-measured activity showed no clear benefit.

Key findings

01Pooled results from eight trials favoured the self-guided digital programmes for self-reported physical activity, with a small effect at the end of the intervention (Hedge's g 0.2, 95% CI 0.1 to 0.3), and a slightly larger effect at follow-up 12 to 52 weeks later in four of those trials (g 0.3, 95% CI 0.2 to 0.5).

02When activity was measured by devices such as accelerometers or pedometers rather than self-report, the small effect pointed the same way but was not statistically significant (g 0.3, 95% CI -0.2 to 0.9) and the four studies differed widely from each other (heterogeneity 77.7%).

03Studies whose digital programmes were not built on any behaviour-change theory reported no effects, while theory-based interventions did. The reviewers also state that they could not directly link specific intervention features to outcomes.

STILL TO COME

How it was doneWhat they foundWhat it means for PTs

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What it does not show

No included study was judged to be at low risk of bias. Most raised some concerns and five were at high risk in at least one area, largely because many had no published protocol and the outcomes were self-reported by people who knew which group they were in. The device-measured activity result is unreliable. Its confidence interval crossed the no-effect line and the four studies differed widely from one another (77.7% heterogeneity). The trials cover eleven different conditions with widely differing programmes, so a single pooled number hides a lot of variation. Most participants were under 60, so the results may not carry across to older or more disabled patients, and people with disabilities were almost absent from the included studies. The 16 trials reported their data incompletely or inconsistently, some analysed by intention to treat and some did not, and the reviewers sometimes had to compute or read values off figures to pool anything at all. The requirement that interaction be automatically generated excluded many digital programmes, and there is no standard definition of minimal contact, so the reviewers used their own.

Declared interests

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest. The text supplied names no funder. The protocol was registered with PROSPERO (CRD42019132464).

The easy way to misread this

Do not take this as proof that a self-guided app works as well as supervised exercise. That comparison comes from the authors' own conclusion, not from a pooled result: only one small trial used supervised exercise as its comparator and it was not included in the meta-analysis. The pooled benefit was small, and activity measured by devices showed no statistically significant improvement.

Summarised by AI from the full paper, without a clinician reviewing it. Check it against the source before it changes what you do. Read it on PubMed →


The study

Participants
2,439 adults with chronic conditions across 16 trials, median 93 per trial (range 24 to 438); 10 of the trials were pooled in the meta-analysis
Certainty of evidence
Moderate

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Verna Stavric, Nicola M Kayes, Usman Rashid, et al. The Effectiveness of Self-Guided Digital Interventions to Improve Physical Activity and Exercise Outcomes for People With Chronic Conditions: A Systematic Review and Meta-Analysis. Frontiers in rehabilitation sciences. 2022.

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