Updating and Validating the US Veterans Affairs Frailty Index: Transitioning From ICD-9 to ICD-10

被引:68
作者
Cheng, David [1 ]
DuMontier, Clark [2 ,3 ,4 ]
Yildirim, Cenk [5 ]
Charest, Brian [5 ]
Hawley, Chelsea E. [2 ]
Zhuo, Min [6 ,7 ,8 ]
Paik, Julie M. [2 ]
Yaksic, Enzo [5 ]
Gaziano, J. Michael [3 ,5 ]
Do, Nhan [9 ,10 ]
Brophy, Mary [5 ]
Cho, Kelly [5 ]
Kim, Dae H. [4 ]
Driver, Jane A. [2 ,3 ]
Fillmore, Nathanael R. [5 ,11 ]
Orkaby, Ariela R. [2 ,3 ]
机构
[1] Harvard Med Sch, Ctr Biostat, Massachusetts Gen Hosp, Boston, MA 02130 USA
[2] VA Boston Healthcare Syst, GRECC, Boston, MA USA
[3] Harvard Med Sch, Brigham & Womens Hosp, Div Aging, Boston, MA 02130 USA
[4] Hebrew SeniorLife, Hinda & Arthur Marcus Inst Aging Res, Boston, MA USA
[5] VA Boston Healthcare Syst, Massachusetts Vet Epidemiol Res & Informat Ctr Ma, Boston, MA USA
[6] Beth Israel Deaconess Med Ctr, Dept Med, Boston, MA 02215 USA
[7] Brigham & Womens Hosp, Dept Med, Div Renal, 75 Francis St, Boston, MA 02115 USA
[8] Brigham & Womens Hosp, Dept Med, Div Pharmacoepidemiol & Pharmacoecon, 75 Francis St, Boston, MA 02115 USA
[9] Boston VA Cooperat Studies Program, Boston, MA USA
[10] Boston Univ, Sch Med, Boston, MA 02118 USA
[11] Harvard Med Sch, Dept Med, Boston, MA 02115 USA
来源
JOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES | 2021年 / 76卷 / 07期
基金
美国国家卫生研究院;
关键词
Claims-based frailty index; Electronic frailty index; Epidemiology; Frailty; ICD; 9-ICD-10; transition; CANCER-TREATMENT; CLAIMS; ADULTS;
D O I
10.1093/gerona/glab071
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
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.
引用
收藏
页码:1318 / 1325
页数:8
相关论文
共 47 条
[1]   Clinical Manifestations of Kidney Disease Among US Adults With Diabetes, 1988-2014 [J].
Afkarian, Maryam ;
Zelnick, Leila R. ;
Hall, Yoshio N. ;
Heagerty, Patrick J. ;
Tuttle, Katherine ;
Weiss, Noel S. ;
de Boer, Ian H. .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2016, 316 (06) :602-610
[2]   Ramifications of the VA MISSION Act of 2018 on Mental Health Potential Implementation Challenges and Solutions [J].
Aggarwal, Neil Krishan .
JAMA PSYCHIATRY, 2020, 77 (04) :337-338
[3]   2020 Alzheimer's disease facts and figures [J].
不详 .
ALZHEIMERS & DEMENTIA, 2020, 16 (03) :391-460
[4]   Social vulnerability and survival across levels of frailty in the Honolulu-Asia Aging Study [J].
Armstrong, Joshua J. ;
Andrew, Melissa K. ;
Mitnitski, Arnold ;
Launer, Lenore J. ;
White, Lon R. ;
Rockwood, Kenneth .
AGE AND AGEING, 2015, 44 (04) :709-712
[5]   Frailty in NHANES: Comparing the frailty index and phenotype [J].
Blodgett, Joanna ;
Theou, Olga ;
Kirkland, Susan ;
Andreou, Pantelis ;
Rockwood, Kenneth .
ARCHIVES OF GERONTOLOGY AND GERIATRICS, 2015, 60 (03) :464-470
[6]   Estimation using all available covariate information versus a fixed look-back window for dichotomous covariates [J].
Brunelli, Steven M. ;
Gagne, Joshua J. ;
Huybrechts, Krista F. ;
Wang, Shirley V. ;
Patrick, Amanda R. ;
Rothman, Kenneth J. ;
Seeger, John D. .
PHARMACOEPIDEMIOLOGY AND DRUG SAFETY, 2013, 22 (05) :542-550
[7]   Frailty assessment instruments: Systematic characterization of the uses and contexts of highly-cited instruments [J].
Buta, Brian J. ;
Walston, Jeremy D. ;
Godino, Job G. ;
Park, Minsun ;
Kalyani, Rita R. ;
Xue, Qian-Li ;
Bandeen-Roche, Karen ;
Varadhan, Ravi .
AGEING RESEARCH REVIEWS, 2016, 26 :53-61
[8]  
Centers for Medicare and Medicaid Services, CHRON COND DAT WAR C
[9]   A novel approach to improve health status measurement in observational claims-based studies of cancer treatment and outcomes [J].
Davidoff, Amy J. ;
Zuckerman, Ilene H. ;
Pandya, Naimish ;
Hendrick, Franklin ;
Ke, Xuehua ;
Hurria, Arti ;
Lichtman, Stuart M. ;
Hussain, Arif ;
Weiner, Jonathan P. ;
Edelman, Martin J. .
JOURNAL OF GERIATRIC ONCOLOGY, 2013, 4 (02) :157-165
[10]   Cancer statistics for adults aged 85 years and older, 2019 [J].
DeSantis, Carol E. ;
Miller, Kimberly D. ;
Dale, William ;
Mohile, Supriya G. ;
Cohen, Harvey J. ;
Leach, Corinne R. ;
Sauer, Ann Goding ;
Lemal, Ahmedin ;
Siegel, Rebecca L. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2019, 69 (06) :452-467