Cheng David, DuMontier Clark, Yildirim Cenk, Charest Brian, Hawley Chelsea E, Zhuo Min, Paik Julie M, Yaksic Enzo, Gaziano J Michael, Do Nhan, Brophy Mary, Cho Kelly, Kim Dae H, Driver Jane A, Fillmore Nathanael R, Orkaby Ariela R
Biostatistics Center, Massachusetts General Hospital, Harvard Medical School, Boston, USA.
New England ‡, GRECC (Geriatrics Research, Education and Clinical Center), VA Boston Healthcare System, Massachusetts, USA.
J Gerontol A Biol Sci Med Sci. 2021 Jun 14;76(7):1318-1325. doi: 10.1093/gerona/glab071.
The Veterans Affairs Frailty Index (VA-FI) is an electronic frailty index developed to measure frailty using administrative claims and electronic health records data in Veterans. An update to ICD-10 coding is needed to enable contemporary measurement of frailty.
International Classification of Diseases, ninth revision (ICD-9) codes from the original VA-FI were mapped to ICD-10 first using the Centers for Medicaid and Medicare Services (CMS) General Equivalence Mappings. The resulting ICD-10 codes were reviewed by 2 geriatricians. Using a national cohort of Veterans aged 65 years and older, the prevalence of deficits contributing to the VA-FI and associations between the VA-FI and mortality over years 2012-2018 were examined.
The updated VA-FI-10 includes 6422 codes representing 31 health deficits. Annual cohorts defined on October 1 of each year included 2 266 191 to 2 428 115 Veterans, for which the mean age was 76 years, 97%-98% were male, 78%-79% were White, and the mean VA-FI was 0.20-0.22. The VA-FI-10 deficits showed stability before and after the transition to ICD-10 in 2015, and maintained strong associations with mortality. Patients classified as frail (VA-FI > 0.2) consistently had a hazard of death more than 2 times higher than nonfrail patients (VA-FI ≤ 0.1). Distributions of frailty and associations with mortality varied with and without linkage to CMS data and with different assessment periods for capturing deficits.
The updated VA-FI-10 maintains content validity, stability, and predictive validity for mortality in a contemporary cohort of Veterans aged 65 years and older, and may be applied to ICD-9 and ICD-10 claims data to measure frailty.
退伍军人事务部衰弱指数(VA - FI)是一种电子衰弱指数,旨在利用行政索赔和退伍军人的电子健康记录数据来衡量衰弱程度。需要对国际疾病分类第十版(ICD - 10)编码进行更新,以便能够对衰弱进行当代测量。
首先使用医疗保险和医疗补助服务中心(CMS)的通用等效映射,将原始VA - FI中的国际疾病分类第九版(ICD - 9)编码映射到ICD - 10。两名老年病学家对生成的ICD - 10编码进行了审查。利用一个65岁及以上退伍军人的全国队列,研究了导致VA - FI的缺陷的患病率以及2012年至2018年期间VA - FI与死亡率之间的关联。
更新后的VA - FI - 10包括代表31种健康缺陷的6422个编码。每年10月1日定义的年度队列包括2266191至2428115名退伍军人,其平均年龄为76岁,97% - 98%为男性,78% - 79%为白人,平均VA - FI为0.20 - 0.22。VA - FI - 10缺陷在2015年向ICD - 10过渡前后表现出稳定性,并与死亡率保持着紧密关联。被归类为衰弱(VA - FI > 0.2)的患者的死亡风险始终比非衰弱患者(VA - FI ≤ 0.1)高出2倍以上。衰弱的分布以及与死亡率的关联因是否与CMS数据相关联以及用于捕捉缺陷的不同评估期而有所不同。
更新后的VA - FI - 10在65岁及以上退伍军人的当代队列中保持了内容效度、稳定性和对死亡率的预测效度,并且可应用于ICD - 9和ICD - 10索赔数据以测量衰弱程度。