Division of Pharmacoepidemiology and Pharmacoeconomics, Department of Medicine, Brigham and Women's Hospital, Boston, Massachusetts.
Division of Gerontology, Department of Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts.
J Gerontol A Biol Sci Med Sci. 2019 Jul 12;74(8):1271-1276. doi: 10.1093/gerona/gly197.
A claims-based frailty index (CFI) was developed based on a deficit-accumulation approach using self-reported health information. This study aimed to independently validate the CFI against physical performance and adverse health outcomes.
This retrospective cohort study included 3,642 community-dwelling older adults who had at least 1 health care encounter in the year prior to assessments of physical performance in the 2008 Health and Retirement Study wave. A CFI was estimated from Medicare claims data in the past year. Gait speed, grip strength, and the 2-year risk of death, institutionalization, disability, hospitalization, and prolonged (>30 days) skilled nursing facility (SNF) stay were evaluated for CFI categories (robust: <0.15, prefrail: 0.15-0.24, mildly frail: 0.25-0.34, moderate-to-severely frail: ≥0.35).
The prevalence of robust, prefrail, mildly frail, and moderate-to-severely frail state was 52.7%, 38.0%, 7.1%, and 2.2%, respectively. Individuals with higher CFI had lower mean gait speed (moderate-to-severely frail vs robust: 0.39 vs 0.78 m/s) and weaker grip strength (19.8 vs 28.5 kg). Higher CFI was associated with death (moderate-to-severely frail vs robust: 46% vs 7%), institutionalization (21% vs 5%), activity of daily living disability (33% vs 9%), instrumental activity of daily living disability (100% vs 22%), hospitalization (79% vs 23%), and prolonged SNF stay (17% vs 2%). The odds ratios per 1-SD (=0.07) difference in CFI were 1.46-2.06 for these outcomes, which remained statistically significant after adjustment for age, sex, and a comorbidity index.
The CFI is useful to identify individuals with poor physical function and at greater risks of adverse health outcomes in Medicare data.
基于自我报告的健康信息,采用缺陷积累方法开发了基于索赔的虚弱指数 (CFI)。本研究旨在通过身体表现和不良健康结果对 CFI 进行独立验证。
本回顾性队列研究纳入了 3642 名居住在社区的老年人,他们在 2008 年健康与退休研究波次的身体表现评估之前的一年中至少有一次医疗保健就诊。过去一年的医疗保险索赔数据估算了 CFI。评估了步态速度、握力以及 2 年死亡、住院、入住疗养院、残疾和需要长时间(>30 天)熟练护理设施(SNF)护理的风险,以确定 CFI 类别(稳健:<0.15、衰弱前期:0.15-0.24、轻度衰弱:0.25-0.34、中度至重度衰弱:≥0.35)。
稳健、衰弱前期、轻度衰弱和中度至重度衰弱状态的患病率分别为 52.7%、38.0%、7.1%和 2.2%。CFI 较高的个体平均步态速度较低(中度至重度衰弱与稳健:0.39 与 0.78m/s),握力较弱(19.8 与 28.5kg)。较高的 CFI 与死亡相关(中度至重度衰弱与稳健:46%与 7%)、住院(79%与 23%)、入住疗养院(21%与 5%)、日常生活活动障碍(33%与 9%)、工具性日常生活活动障碍(100%与 22%)、残疾(100%与 22%)和需要长时间(>30 天)熟练护理设施(SNF)护理(17%与 2%)。CFI 每相差 1 个标准差(=0.07)的比值比(OR)为 1.46-2.06,在调整年龄、性别和合并症指数后仍具有统计学意义。
在医疗保险数据中,CFI 可用于识别身体功能较差和不良健康结果风险较高的个体。