Updating and validating the US veterans affairs frailty index: transitioning from ICD-9 to ICD-10

D Cheng, C DuMontier, C Yildirim… - The Journals of …, 2021 - academic.oup.com
D Cheng, C DuMontier, C Yildirim, B Charest, CE Hawley, M Zhuo, JM Paik, E Yaksic…
The Journals of Gerontology: Series A, 2021academic.oup.com
Abstract Background 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. Method 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 …
Background
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.
Method
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.
Results
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.
Conclusions
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.
Oxford University Press
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