Translation of a Claims-Based Frailty Index From the International Classification of Diseases, Ninth Revision, Clinical Modification to the Tenth Revision

被引:8
|
作者
Duchesneau, Emilie D. [1 ,2 ]
Shmuel, Shahar [1 ]
Faurot, Keturah R. [3 ]
Park, Jihye [1 ]
Musty, Allison [1 ]
Pate, Virginia [1 ]
Kinlaw, Alan C. [4 ,5 ]
Sturmer, Til [1 ,2 ]
Yang, Yang Claire [2 ,6 ]
Funk, Michele Jonsson [1 ]
Lund, Jennifer L. [1 ,2 ]
机构
[1] Univ N Carolina, Dept Epidemiol, Gillings Sch Global Publ Hlth, 135 Dauer Dr,2101 McGavran Greenberg Hall, Chapel Hill, NC 27599 USA
[2] Univ N Carolina, Lineberger Comprehens Canc Ctr, Chapel Hill, NC 27599 USA
[3] Univ N Carolina, Dept Phys Med & Rehabil, Sch Med, Chapel Hill, NC 27599 USA
[4] Univ N Carolina, Div Pharmaceut Outcomes & Policy, Eshelman Sch Pharm, Chapel Hill, NC 27599 USA
[5] Univ N Carolina, Cecil G Sheps Ctr Hlth Serv Res, Chapel Hill, NC 27599 USA
[6] Univ N Carolina, Dept Sociol, Carolina Populat Ctr, Chapel Hill, NC 27599 USA
关键词
aging; algorithms; frailty; International Classification of Diseases; Medicare; INTERRUPTED TIME-SERIES; OLDER-ADULTS; DEPENDENCY; TRANSITION;
D O I
10.1093/aje/kwad151
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The Faurot frailty index (FFI) is a validated algorithm that uses enrollment and International Classification of Diseases, Ninth Revision, Clinical Modification (ICD-9-CM)-based billing information from Medicare claims data as a proxy for frailty. In October 2015, the US health-care system transitioned from the ICD-9-CM to the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM). Applying the Centers for Medicare and Medicaid Services General Equivalence Mappings, we translated diagnosis-based frailty indicator codes from the ICD-9-CM to the ICD-10-CM, followed by manual review. We used interrupted timeseries analysis of Medicare data to assess the comparability of the pre- and posttransition FFI scores. In cohorts of beneficiaries enrolled in January 2015-2017 with 8-month frailty look-back periods, we estimated associations between the FFI and 1-year risk of aging-related outcomes (mortality, hospitalization, and admission to a skilled nursing facility). Updated indicators had similar prevalences as pretransition definitions. The median FFI scores and interquartile ranges (IQRs) for the predicted probability of frailty were similar before and after the International Classification of Diseases transition (pretransition: median, 0.034 (IQR, 0.02-0.07); posttransition: median, 0.038 (IQR, 0.02-0.09)). The updated FFI was associated with increased risks of mortality, hospitalization, and skilled nursing facility admission, similar to findings from the ICD-9-CM era. Studies of medical interventions in older adults using administrative claims should use validated indices, like the FFI, to mitigate confounding or assess effect-measure modification by frailty.
引用
收藏
页码:2085 / 2093
页数:9
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