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- Kristine E Ensrud, John T Schousboe, Allyson M Kats, Brent C Taylor, Cynthia M Boyd, and Lisa Langsetmo.
- Department of Medicine, University of Minnesota, Minneapolis, Division of Epidemiology & Community Health, School of Public Health, University of Minnesota, Minneapolis, and Center for Care Delivery & Outcomes Research, VA Health Care System, Minneapolis, Minnesota (K.E.E., B.C.T., L.L.).
- Ann. Intern. Med. 2023 Apr 1; 176 (4): 463471463-471.
BackgroundHealth care systems need better strategies to identify older adults at risk for costly care to select target populations for interventions to reduce health care burden.ObjectiveTo determine whether self-reported functional impairments and phenotypic frailty are associated with incremental health care costs after accounting for claims-based predictors.DesignProspective cohort study.SettingIndex examinations (2002 to 2011) of 4 prospective cohort studies linked with Medicare claims.Participants8165 community-dwelling fee-for-service beneficiaries (4318 women, 3847 men).MeasurementsWeighted (Centers for Medicare & Medicaid Services Hierarchical Condition Category index) and unweighted (count of conditions) multimorbidity and frailty indicators derived from claims. Self-reported functional impairments (difficulty performing 4 activities of daily living) and frailty phenotype (operationalized using 5 components) derived from cohort data. Health care costs ascertained for 36 months after index examinations.ResultsAverage annualized costs (2020 U.S. dollars) were $13 906 among women and $14 598 among men. After accounting for claims-based indicators, average incremental costs of functional impairments versus no impairment in women (men) were $3328 ($2354) for 1 impairment increasing to $7330 ($11 760) for 4 impairments; average incremental costs of phenotypic frailty versus robust in women (men) were $8532 ($6172). Mean predicted costs adjusted for claims-based indicators in women (men) varied by both functional impairments and the frailty phenotype ranging from $8124 ($11 831) among robust persons without impairments to $18 792 ($24 713) among frail persons with 4 impairments. Compared with the model with claims-derived indicators alone, this model resulted in more accurate cost prediction for persons with multiple impairments or phenotypic frailty.LimitationCost data limited to participants enrolled in the Medicare fee-for-service program.ConclusionSelf-reported functional impairments and phenotypic frailty are associated with higher subsequent health care expenditures in community-dwelling beneficiaries after accounting for several claims-based indicators of costs.Primary Funding SourceNational Institutes of Health.
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