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Developing and validating a frailty score based on patient-reported outcome 3 months after stroke: A Riksstroke-based
Joakim Wallmark1, Marie Wiberg1, Marie Eriksson1
1Department of Statistics, Umeå School of Business, Economics and Statistics, Umeå University, Umeå, Sweden.
A new patient-reported frailty score from the Swedish Stroke Register (Riksstroke) effectively predicts mortality after stroke. This tool offers a scalable, cost-effective method for monitoring patient outcomes and improving stroke care quality.
Area of Science:
- Gerontology
- Neurology
- Health Services Research
Background:
- Frailty is prevalent post-stroke, significantly impacting patient outcomes.
- Existing frailty measures are often clinician-rated and time-intensive.
- Patient-reported outcome measures (PROMs) offer a scalable alternative.
Purpose of the Study:
- To develop and validate a patient-reported frailty score using the Swedish Stroke Register (Riksstroke).
- To assess the score's psychometric properties and prognostic validity.
Main Methods:
- Analysis of 19,470 stroke survivors' responses to nine patient-reported items.
- Mokken Scale Analysis and exploratory factor analysis for dimensionality.
- Item response theory (IRT) models, including bifactor analysis, for score computation.
- Differential item functioning (DIF) analysis for measurement fairness.
- Prognostic validity assessed via survival analysis (Kaplan-Meier, Cox regression).
Main Results:
- All items met scalability criteria; factor analysis identified Physical Functioning and Well-being/Mental Health facets.
- A bifactor IRT model demonstrated the best fit, capturing a general frailty dimension.
- Minimal DIF observed for sex and education; modest age-related effects.
- Higher frailty scores significantly correlated with increased all-cause mortality.
Conclusions:
- A robust, fair, and prognostically valid frailty score can be derived from Riksstroke PROMs.
- This approach enables efficient, cost-effective frailty monitoring in stroke survivors.
- The findings support leveraging routine PROMs for quality improvement in stroke care.
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