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Development and validation of a prognostic index for 6- and 12-month mortality in hospitalized older adults
- Source :
- Archives of Gerontology and Geriatrics. 73:269-278
- Publication Year :
- 2017
- Publisher :
- Elsevier BV, 2017.
-
Abstract
- Background/aim Estimation of mortality in elderly patients is difficult yet very important when planning care. Previous tools are complicated or do no take into account some major determinants of mortality (i.e., frailty). We designed a simple, accurate, and non–disease–specific tool to predict individual mortality risk after hospital discharge in older adults. Methods Patients admitted to the Acute Geriatric Unit were assessed at adission and at discharge and contacted 6 and 12 months later. Determinants of mortality were obtained. Using multivariable analysis, beta coeffcicients were calculated to build 2 scores able to predict mortality at 6 and 12 months after discharge. The scores were tested on a sample comprising 75% of the patients, who were randomly selected; they were validated using the remaining 25%. Discrimination was assessed using ROC curves. Scores were calculated for each patient and divided into tertiles. Survival analysis was performed. Results Determinants of mortality at 6 months were dependent ambulation at baseline, full dependence at discharge, length of stay, pluripatology, pressure ulcers, low grip strength, malignacy, and male gender. At 12 months the determinants were: dependent amblation at baseline, full dependence at discharge, pluripatology, low BMI, low grip strength, heart failure, malignacy, and male gender. Discrimination and calibration were excellent. Survival analysis demonstrated different survival trajectories (p Conclusions Our incices provide accurate prognostic information in elderly patients after discharge. They can be calculated easily, quickly and do not require technical or laboratory support, thus endorsing their value in dalily clinical practice.
- Subjects :
- Male
Risk
Gerontology
Aging
medicine.medical_specialty
Health (social science)
Frail Elderly
030204 cardiovascular system & hematology
Risk Assessment
03 medical and health sciences
Grip strength
0302 clinical medicine
Risk Factors
Internal medicine
medicine
Dependent Ambulation
Health Status Indicators
Humans
030212 general & internal medicine
Mortality
Geriatric Assessment
Male gender
Survival analysis
Aged
Aged, 80 and over
Estimation
Receiver operating characteristic
business.industry
After discharge
Prognosis
medicine.disease
Survival Analysis
Patient Discharge
Hospitalization
Logistic Models
ROC Curve
Heart failure
Multivariate Analysis
Female
Geriatrics and Gerontology
business
Subjects
Details
- ISSN :
- 01674943
- Volume :
- 73
- Database :
- OpenAIRE
- Journal :
- Archives of Gerontology and Geriatrics
- Accession number :
- edsair.doi.dedup.....40a81391327a6a269850f005605a6a84
- Full Text :
- https://doi.org/10.1016/j.archger.2017.07.008