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Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models

OBJECTIVE: To establish the frequency of concordant, discordant, and clinically dominant comorbidities among Medicare beneficiaries with knee osteoarthritis (KOA) and to identify common concordant condition subgroups. PARTICIPANTS AND METHODS: We used a 5% representative sample of Medicare claims da...

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Autores principales: Lentz, Trevor A., Hellkamp, Anne S., Bhavsar, Nrupen A., Goode, Adam P., Manhapra, Ajay, George, Steven Z.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8105527/
https://www.ncbi.nlm.nih.gov/pubmed/33997625
http://dx.doi.org/10.1016/j.mayocpiqo.2020.09.011
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author Lentz, Trevor A.
Hellkamp, Anne S.
Bhavsar, Nrupen A.
Goode, Adam P.
Manhapra, Ajay
George, Steven Z.
author_facet Lentz, Trevor A.
Hellkamp, Anne S.
Bhavsar, Nrupen A.
Goode, Adam P.
Manhapra, Ajay
George, Steven Z.
author_sort Lentz, Trevor A.
collection PubMed
description OBJECTIVE: To establish the frequency of concordant, discordant, and clinically dominant comorbidities among Medicare beneficiaries with knee osteoarthritis (KOA) and to identify common concordant condition subgroups. PARTICIPANTS AND METHODS: We used a 5% representative sample of Medicare claims data to identify beneficiaries who received a diagnosis of KOA between January 1, 2012, and September 30, 2015, and matched control group without an osteoarthritis (OA) diagnosis. Frequency of 34 comorbid conditions was categorized as concordant, discordant, or clinically dominant among those with KOA and a matched sample without OA. Comorbid condition phenotypes were characterized by concordant conditions and derived using latent class analysis among those with KOA. RESULTS: The study sample included 203,361 beneficiaries with KOA and 203,361 non-OA controls. The largest difference in frequency between the two cohorts was for co-occurring musculoskeletal conditions (23.7% absolute difference), chronic pain syndromes (6.5%), and rheumatic diseases (4.5%), all with a higher frequency among those with knee OA. Phenotypes were identified as low comorbidity (53% of cohort with classification), hypothyroid/osteoporosis (27%), vascular disease (10%), and high medical and psychological comorbidity (10%). CONCLUSIONS: Approximately 47% of Medicare beneficiaries with KOA in this sample had a phenotype characterized by one or more concordant conditions, suggesting that existing clinical pathways that rely on single or dominant providers might be insufficient for a large proportion of older adults with KOA. These findings could guide development of integrated KOA-comorbidity care pathways that are responsive to emerging priorities for personalized, value-based health care.
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spelling pubmed-81055272021-05-14 Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models Lentz, Trevor A. Hellkamp, Anne S. Bhavsar, Nrupen A. Goode, Adam P. Manhapra, Ajay George, Steven Z. Mayo Clin Proc Innov Qual Outcomes Original Article OBJECTIVE: To establish the frequency of concordant, discordant, and clinically dominant comorbidities among Medicare beneficiaries with knee osteoarthritis (KOA) and to identify common concordant condition subgroups. PARTICIPANTS AND METHODS: We used a 5% representative sample of Medicare claims data to identify beneficiaries who received a diagnosis of KOA between January 1, 2012, and September 30, 2015, and matched control group without an osteoarthritis (OA) diagnosis. Frequency of 34 comorbid conditions was categorized as concordant, discordant, or clinically dominant among those with KOA and a matched sample without OA. Comorbid condition phenotypes were characterized by concordant conditions and derived using latent class analysis among those with KOA. RESULTS: The study sample included 203,361 beneficiaries with KOA and 203,361 non-OA controls. The largest difference in frequency between the two cohorts was for co-occurring musculoskeletal conditions (23.7% absolute difference), chronic pain syndromes (6.5%), and rheumatic diseases (4.5%), all with a higher frequency among those with knee OA. Phenotypes were identified as low comorbidity (53% of cohort with classification), hypothyroid/osteoporosis (27%), vascular disease (10%), and high medical and psychological comorbidity (10%). CONCLUSIONS: Approximately 47% of Medicare beneficiaries with KOA in this sample had a phenotype characterized by one or more concordant conditions, suggesting that existing clinical pathways that rely on single or dominant providers might be insufficient for a large proportion of older adults with KOA. These findings could guide development of integrated KOA-comorbidity care pathways that are responsive to emerging priorities for personalized, value-based health care. Elsevier 2021-01-19 /pmc/articles/PMC8105527/ /pubmed/33997625 http://dx.doi.org/10.1016/j.mayocpiqo.2020.09.011 Text en © 2020 Mayo Foundation for Medical Education and Research. Published by Elsevier Inc. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Original Article
Lentz, Trevor A.
Hellkamp, Anne S.
Bhavsar, Nrupen A.
Goode, Adam P.
Manhapra, Ajay
George, Steven Z.
Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models
title Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models
title_full Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models
title_fullStr Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models
title_full_unstemmed Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models
title_short Assessment of Common Comorbidity Phenotypes Among Older Adults With Knee Osteoarthritis to Inform Integrated Care Models
title_sort assessment of common comorbidity phenotypes among older adults with knee osteoarthritis to inform integrated care models
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8105527/
https://www.ncbi.nlm.nih.gov/pubmed/33997625
http://dx.doi.org/10.1016/j.mayocpiqo.2020.09.011
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