Can information on functional and cognitive status improve short-term mortality risk prediction among community-dwelling older people? A cohort study using a UK primary care database

被引:11
作者
Sultana, Janet [1 ,2 ]
Fontana, Andrea [3 ]
Giorgianni, Francesco [1 ]
Basile, Giorgio [1 ]
Patorno, Elisabetta [4 ,5 ]
Pilotto, Alberto [6 ]
Molokhia, Mariam [7 ]
Stewart, Robert [8 ]
Sturkenboom, Miriam [2 ]
Trifiro, Gianluca [1 ]
机构
[1] Univ Messina, Dept Biomed & Dent Sci & Morphofunct Imaging, Messina, Italy
[2] Erasmus Univ, Med Ctr, Dept Med Informat, Rotterdam, Netherlands
[3] IRCCS Casa Sollievo Sofferenza, Unit Biostat, San Giovanni Rotondo, Italy
[4] Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 75 Francis St, Boston, MA 02115 USA
[5] Harvard Med Sch, Boston, MA USA
[6] EO Galliera Hosp, Frailty Area, Dept Geriatr Care Ortho Geriatr & Rehabil, Geriatr Unit, Genoa, Italy
[7] Kings Coll London, Dept Primary Care & Publ Hlth Sci, London, England
[8] Kings Coll London, Inst Psychiat Psychol & Neurosci, Dept Psychol Med, London, England
关键词
elderly; frailty; database; mortality; HOME RESIDENTS; FRAILTY INDEX; ROC CURVE; VALIDATION; ADULTS; AREA;
D O I
10.2147/CLEP.S145530
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background: Functional and cognitive domains have rarely been evaluated for their prognostic value in general practice databases. The aim of this study was to identify functional and cognitive domains in The Health Improvement Network (THIN) and to evaluate their additional value for the prediction of 1-month and 1-year mortality in elderly people. Materials and methods: A cohort study was conducted using a UK nationwide general practitioner database. A total of 1,193,268 patients aged 65 years or older, of whom 15,300 had dementia, were identified from 2000 to 2012. Information on mobility, dressing and accommodation was recorded frequently enough to be analyzed further in THIN. Cognition data could not be used due to very poor recording of data in THIN. One-year and 1-month mortality was predicted using logistic models containing variables such as age, sex, disease score and functionality status. Results: A significant but moderate improvement in 1-year and 1-month mortality prediction in elderly people was observed by adding accommodation to the variables age, sex and disease score, as the c-statistic (95% confidence interval [CI]) increased from 0.71 (0.70-0.72) to 0.76 (0.75-0.77) and 0.73 (0.71-0.75) to 0.79 (0.77-0.80), respectively. A less notable improvement in the prediction of 1-year and 1-month mortality was observed in people with dementia. Conclusion: Functional domains moderately improved the accuracy of a model including age, sex and comorbidities in predicting 1-year and 1-month mortality risk among community-dwelling older people, but they were much less able to predict mortality in people with dementia. Cognition could not be explored as a predictor of mortality due to insufficient data being recorded.
引用
收藏
页码:31 / 38
页数:8
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