Predicting Outcomes in Frail Older Community-Dwellers in Western Australia: Results from the Community Assessment of Risk Screening and Treatment Strategies (CARTS) Programme.
Roger M ClarnetteIvan KostovJill P RyanAnton SvendrovskiDavid William MolloyRónán O'CaoimhPublished in: Healthcare (Basel, Switzerland) (2024)
Understanding risk factors for frailty, functional decline and incidence of adverse healthcare outcomes amongst community-dwelling older adults is important to plan population-level health and social care services. We examined variables associated with one-year risk of institutionalisation, hospitalisation and death among patients assessed in their own home by a community-based Aged Care Assessment Team (ACAT) in Western Australia. Frailty and risk were measured using the Clinical Frailty Scale (CFS) and Risk Instrument for Screening in the Community (RISC), respectively. Predictive accuracy was measured from the area under the curve (AUC). Data from 417 patients, median 82 ± 10 years, were included. At 12-month follow-up, 22.5% (n = 94) were institutionalised, 44.6% (n = 186) were hospitalised at least once and 9.8% (n = 41) had died. Frailty was common, median CFS score 6/9 ± 1, and significantly associated with institutionalisation ( p = 0.001), hospitalisation ( p = 0.007) and death ( p < 0.001). Impaired activities of daily living (ADL) measured on the RISC had moderate correlation with admission to long-term care (r = 0.51) and significantly predicted institutionalisation ( p < 0.001) and death ( p = 0.01). The RISC had the highest accuracy for institutionalisation (AUC 0.76). The CFS and RISC had fair to good accuracy for mortality (AUC of 0.69 and 0.74, respectively), but neither accurately predicted hospitalisation. Home assessment of community-dwelling older patients by an ACAT in Western Australia revealed high levels of frailty, ADL impairment and incident adverse outcomes, suggesting that anticipatory care planning is imperative for these patients.
Keyphrases
- healthcare
- community dwelling
- mental health
- end stage renal disease
- palliative care
- ejection fraction
- newly diagnosed
- quality improvement
- emergency department
- south africa
- cardiovascular disease
- chronic kidney disease
- patient reported outcomes
- prognostic factors
- metabolic syndrome
- health information
- physical activity
- affordable care act
- long term care
- randomized controlled trial
- peritoneal dialysis
- cardiovascular events
- clinical trial
- weight loss
- skeletal muscle
- risk assessment
- middle aged
- deep learning
- electronic health record
- patient reported