1. Development and validation of new multimorbidity-weighted index for ICD-10-coded electronic health record and claims data: an observational study.
- Author
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Leis, Aleda, Vasilyev, Arseniy, Kang, Ashley, and Wei, Melissa
- Subjects
Chronic Disease ,EPIDEMIOLOGY ,Electronic Health Records ,GENERAL MEDICINE (see Internal Medicine) ,INTERNAL MEDICINE ,Patient-Centered Care ,Adult ,Humans ,Female ,Middle Aged ,Aged ,Adolescent ,Male ,Multimorbidity ,International Classification of Diseases ,Electronic Health Records ,Retrospective Studies ,Chronic Disease - Abstract
OBJECTIVE: Map multimorbidity-weighted index (MWI) conditions to International Classification of Diseases, 10th Revision (ICD-10), expand the conditions and codes to develop a new ICD-10-coded MWI (MWI-ICD10) and updated MWI-ICD9, and assess their consistency. DESIGN: Population-based retrospective cohort. SETTING: Large medical centre between 2013 and 2017. PARTICIPANTS: Adults ≥18 years old with encounters in each of 4 years (2013, 2014, 2016, 2017). MAIN OUTCOME MEASURES: MWI conditions mapped to ICD-10 codes, and additional conditions and codes added to produce a new MWI-ICD10 and updated MWI-ICD9. We compared the prevalence of ICD-coded MWI conditions within the ICD-9 era (2013-2014), within the ICD-10 era (2016-2017) and across the ICD-9-ICD-10 transition in 2015 (washout period) among adults present in both sets of comparison years. We computed the prevalence and change in prevalence of conditions when using MWI-ICD10 versus MWI-ICD9. RESULTS: 88 175 adults met inclusion criteria. Participants were 60.8% female, 50.5% white, with mean age 54.7±17.3 years and baseline MWI-ICD9 4.47±6.02 (range 0-64.33). Of 94 conditions, 65 had
- Published
- 2024