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Derivation and validation of a mortality-risk index from a cohort of frail elderly patients hospitalised in medical wards via emergencies: the SAFES study
- Source :
- European journal of epidemiology. 23(12)
- Publication Year :
- 2008
-
Abstract
- To identify predictive factors for 2-year mortality in frail elderly patients after acute hospitalisation, and from these to derive and validate a Mortality Risk Index (MRI). A prospective cohort of elderly patients was set up in nine teaching hospitals. This cohort was randomly split up into a derivation cohort (DC) of 870 subjects and a validation cohort (VC) of 436 subjects. Data obtained from a Comprehensive Geriatric Assessment were used in a Cox model to predict 2-year mortality and to identify risk groups for mortality. A ROC analysis was performed to explore the validity of the MRI. Five factors were identified and weighted using hazard ratios to construct the MRI: age 85 or over (1 point), dependence for the ADL (1 point), delirium (2 points), malnutrition risk (2 points), and co-morbidity level (2 points for medium level, 3 points for high level). Three risk groups were identified according to the MRI. Mortality rates increased significantly across risk groups in both cohorts. In the DC, mortality rates were: 20.8% in the low-risk group, 49.6% in the medium-risk group, and 62.1% in the high-risk group. In the VC, mortality rates were respectively 21.7, 48.5, and 65.4%. The area under the ROC curve for overall score was statistically the same in the DC (0.72) as in the VC (0.71). The proposed MRI appears as a simple and easy-to-use tool developed from relevant geriatric variables. Its accuracy is good and the validation procedure gives a good stability of results.
- Subjects :
- Male
medicine.medical_specialty
Epidemiology
Frail Elderly
Risk Assessment
Severity of Illness Index
Cohort Studies
Interviews as Topic
Internal medicine
Medicine
Humans
Mortality
Prospective cohort study
Hospitals, Teaching
Geriatric Assessment
Aged
Proportional Hazards Models
Aged, 80 and over
Framingham Risk Score
business.industry
Proportional hazards model
Mortality rate
Hazard ratio
medicine.disease
Prognosis
ROC Curve
Cohort
Female
Medical emergency
France
business
Emergency Service, Hospital
Cohort study
Subjects
Details
- ISSN :
- 15737284
- Volume :
- 23
- Issue :
- 12
- Database :
- OpenAIRE
- Journal :
- European journal of epidemiology
- Accession number :
- edsair.doi.dedup.....8747ec980271b171114487c50f2e0874