Comparison of three frailty measures for predicting hospitalization and mortality in the Canadian Longitudinal Study on Aging

被引:4
作者
Pasquet, Romain [1 ]
Xu, Mengting [1 ,2 ]
Sylvestre, Marie-Pierre [1 ,2 ]
Keezer, Mark R. [1 ,2 ,3 ]
机构
[1] Ctr Rech Ctr Hosp Univ Montreal CRCHUM, 1000,Rue St Denis, Montreal, PQ H2X 0C1, Canada
[2] Univ Montreal, Sch Publ Hlth, Montreal, PQ, Canada
[3] Univ Montreal, Dept Neurosci, Montreal, PQ, Canada
基金
加拿大健康研究院; 加拿大创新基金会;
关键词
CLSA; Frailty index; Frailty phenotype; Grip strength; Predictive performance; DWELLING OLDER-PEOPLE; GRIP STRENGTH; SEX-DIFFERENCES; INDEX; CALIBRATION; MODELS; HEALTH;
D O I
10.1007/s40520-024-02706-w
中图分类号
R592 [老年病学]; C [社会科学总论];
学科分类号
03 ; 0303 ; 100203 ;
摘要
BackgroundFew studies have compared different measures of frailty for predicting adverse outcomes. It remains unknown which frailty measurement approach best predicts healthcare utilization such as hospitalization and mortality.AimsThis study aims to compare three approaches to measuring frailty-grip strength, frailty phenotype, and frailty index-in predicting hospitalization and mortality among middle-aged and older Canadians.MethodsWe analyzed baseline and the first 3-year follow-up data for 30,097 participants aged 45 to 85 years from the comprehensive cohort of the Canadian Longitudinal Study on Aging (CLSA). Using separate logistic regression models adjusted for multimorbidity, age and biological sex, we predicted participants' risks for overnight hospitalization in the past 12 months and mortality, at the first 3-year follow-up, using each of the three frailty measurements at baseline. Model discrimination was assessed using Harrell's c-statistic and calibration assessed using calibration plots.ResultsThe predictive performance of all three measures of frailty were roughly similar when predicting overnight hospitalization and mortality risk among CLSA participants. Model discrimination measured using c-statistics ranged from 0.67 to 0.69 for hospitalization and 0.79 to 0.80 for mortality. All measures of frailty yielded strong model calibration.Discussion and conclusionAll three measures of frailty had similar predictive performance. Discrimination was modest for predicting hospitalization and superior in predicting mortality. This likely reflects the objective nature of mortality as an outcome and the challenges in reducing the complex concept of healthcare utilization to a single variable such as any overnight hospitalization.
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页数:12
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