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

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 Internatio...

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Veröffentlicht in:The journals of gerontology. Series A, Biological sciences and medical sciences Biological sciences and medical sciences, 2021-07, Vol.76 (7), p.1318-1325
Hauptverfasser: 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
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container_issue 7
container_start_page 1318
container_title The journals of gerontology. Series A, Biological sciences and medical sciences
container_volume 76
creator 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
description 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 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.
doi_str_mv 10.1093/gerona/glab071
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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 &gt; 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.</description><identifier>ISSN: 1079-5006</identifier><identifier>ISSN: 1758-535X</identifier><identifier>EISSN: 1758-535X</identifier><identifier>DOI: 10.1093/gerona/glab071</identifier><identifier>PMID: 33693638</identifier><language>eng</language><publisher>US: Oxford University Press</publisher><subject>Aged ; Classification ; Electronic health records ; Electronic medical records ; Frailty ; Frailty - classification ; Humans ; International Classification of Diseases ; Male ; Mortality ; THE JOURNAL OF GERONTOLOGY: Medical Sciences ; United States ; United States Department of Veterans Affairs ; Veterans ; Veterans - classification</subject><ispartof>The journals of gerontology. Series A, Biological sciences and medical sciences, 2021-07, Vol.76 (7), p.1318-1325</ispartof><rights>Published by Oxford University Press on behalf of The Gerontological Society of America 2021. 2021</rights><rights>Published by Oxford University Press on behalf of The Gerontological Society of America 2021.</rights><rights>Copyright Oxford University Press Jul 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c452t-22148ab5161d6a8e35e5b09a99a13ae7fb4413d4cd24d79bac591c83c23452dc3</citedby><cites>FETCH-LOGICAL-c452t-22148ab5161d6a8e35e5b09a99a13ae7fb4413d4cd24d79bac591c83c23452dc3</cites><orcidid>0000-0001-7290-6838 ; 0000-0002-8058-3423 ; 0000-0002-4297-6306</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>230,314,780,784,885,1584,27924,27925</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/33693638$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><contributor>Newman, Anne B</contributor><creatorcontrib>Cheng, David</creatorcontrib><creatorcontrib>DuMontier, Clark</creatorcontrib><creatorcontrib>Yildirim, Cenk</creatorcontrib><creatorcontrib>Charest, Brian</creatorcontrib><creatorcontrib>Hawley, Chelsea E</creatorcontrib><creatorcontrib>Zhuo, Min</creatorcontrib><creatorcontrib>Paik, Julie M</creatorcontrib><creatorcontrib>Yaksic, Enzo</creatorcontrib><creatorcontrib>Gaziano, J Michael</creatorcontrib><creatorcontrib>Do, Nhan</creatorcontrib><creatorcontrib>Brophy, Mary</creatorcontrib><creatorcontrib>Cho, Kelly</creatorcontrib><creatorcontrib>Kim, Dae H</creatorcontrib><creatorcontrib>Driver, Jane A</creatorcontrib><creatorcontrib>Fillmore, Nathanael R</creatorcontrib><creatorcontrib>Orkaby, Ariela R</creatorcontrib><title>Updating and Validating the U.S. Veterans Affairs Frailty Index: Transitioning From ICD-9 to ICD-10</title><title>The journals of gerontology. Series A, Biological sciences and medical sciences</title><addtitle>J Gerontol A Biol Sci Med Sci</addtitle><description>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 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 &gt; 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. 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Series A, Biological sciences and medical sciences</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Cheng, David</au><au>DuMontier, Clark</au><au>Yildirim, Cenk</au><au>Charest, Brian</au><au>Hawley, Chelsea E</au><au>Zhuo, Min</au><au>Paik, Julie M</au><au>Yaksic, Enzo</au><au>Gaziano, J Michael</au><au>Do, Nhan</au><au>Brophy, Mary</au><au>Cho, Kelly</au><au>Kim, Dae H</au><au>Driver, Jane A</au><au>Fillmore, Nathanael R</au><au>Orkaby, Ariela R</au><au>Newman, Anne B</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Updating and Validating the U.S. Veterans Affairs Frailty Index: Transitioning From ICD-9 to ICD-10</atitle><jtitle>The journals of gerontology. Series A, Biological sciences and medical sciences</jtitle><addtitle>J Gerontol A Biol Sci Med Sci</addtitle><date>2021-07-01</date><risdate>2021</risdate><volume>76</volume><issue>7</issue><spage>1318</spage><epage>1325</epage><pages>1318-1325</pages><issn>1079-5006</issn><issn>1758-535X</issn><eissn>1758-535X</eissn><abstract>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 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 &gt; 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.</abstract><cop>US</cop><pub>Oxford University Press</pub><pmid>33693638</pmid><doi>10.1093/gerona/glab071</doi><tpages>8</tpages><orcidid>https://orcid.org/0000-0001-7290-6838</orcidid><orcidid>https://orcid.org/0000-0002-8058-3423</orcidid><orcidid>https://orcid.org/0000-0002-4297-6306</orcidid><oa>free_for_read</oa></addata></record>
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subjects Aged
Classification
Electronic health records
Electronic medical records
Frailty
Frailty - classification
Humans
International Classification of Diseases
Male
Mortality
THE JOURNAL OF GERONTOLOGY: Medical Sciences
United States
United States Department of Veterans Affairs
Veterans
Veterans - classification
title Updating and Validating the U.S. Veterans Affairs Frailty Index: Transitioning From ICD-9 to ICD-10
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