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Statistical analysis plan for the Recovery-focused Community support to Avoid readmissions and improve Participation
Monique F Kilkenny1,2, Muideen T Olaiya1, Janette Cameron1
1Stroke and Ageing Research, Department of Medicine, School of Clinical Sciences at Monash Health, Monash University, Clayton, Australia.
The Recovery-focused Community support to Avoid readmissions and improve Participation after Stroke (ReCAPS) trial tested a digital health intervention to reduce unplanned hospital visits post-stroke. This statistical analysis plan outlines methods to evaluate its effectiveness.
Area of Science:
- Neurology
- Digital Health
- Health Services Research
Background:
- Unplanned hospital presentations post-stroke often stem from inadequate transition support from hospital to home.
- The Recovery-focused Community support to Avoid readmissions and improve Participation after Stroke (ReCAPS) trial addresses this gap.
- A 12-week self-management intervention, including personalized goal setting and digital messaging, was developed.
Purpose of the Study:
- To present the statistical analysis plan for the ReCAPS trial.
- To outline the methodology for evaluating the effectiveness of a digital health support package in reducing unplanned hospital presentations post-stroke.
Main Methods:
- 1:1 randomization with stratification by age and baseline disability.
- Sample size of 890 participants calculated for a 10% absolute reduction in unplanned hospital presentations.
- Logistic regression adjusted for stratification variables will analyze the primary outcome (unplanned hospital presentations within 90 days).
- Intention-to-treat analysis will be employed for the primary outcome.
Main Results:
- Primary outcome: self-reported unplanned hospital presentations (emergency department/admission) within 90-day post-randomisation.
- Secondary outcomes will be evaluated using appropriate regression models.
- Statistical significance will be determined by a p-value ≤ 0.05.
Conclusions:
- The statistical analysis plan ensures transparent reporting of ReCAPS trial outcomes.
- The ReCAPS trial is expected to provide novel evidence on the effectiveness of digital health interventions for post-stroke care.
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