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Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014)
Older adults are at greater risk for developing and accumulating multimorbidity, defined as 2 or more chronic diseases. This study describes the characteristics of multimorbidity progression-based groups using Medicare claims chronic condition warehouse algorithms over a 24-year period. The HRS-Medi...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8681060/ http://dx.doi.org/10.1093/geroni/igab046.2347 |
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author | Quiñones, Ana Markwardt, Sheila Allore, Heather Newsom, Jason Nagel, Corey Dorr, David Botoseneanu, Anda |
author_facet | Quiñones, Ana Markwardt, Sheila Allore, Heather Newsom, Jason Nagel, Corey Dorr, David Botoseneanu, Anda |
author_sort | Quiñones, Ana |
collection | PubMed |
description | Older adults are at greater risk for developing and accumulating multimorbidity, defined as 2 or more chronic diseases. This study describes the characteristics of multimorbidity progression-based groups using Medicare claims chronic condition warehouse algorithms over a 24-year period. The HRS-Medicare linked data (1991-2015, N=17,895, age 67 years and older) were used in descriptive analyses presented as a Sankey flow diagram. We identified 1,293 (7.2%) beneficiaries who had not yet developed multimorbidity by the end of the observation period (no multimorbidity), 7,552 (42.2%) who started without but developed multimorbidity over the course of observation (incident multimorbidity), and 9,050 (50.6%) who had multimorbidity upon study entry (prevalent multimorbidity). There were notable differences between multimorbidity progression-based groups. Beneficiaries with prevalent multimorbidity were younger at baseline (73.1% in youngest age category [67-69] vs. 50.3% for incident and 66.7% for no multimorbidity), had proportionately higher levels of cognitive impairment (21.6% CIND/dementia vs. 15.4% for incident and 16.8% for no multimorbidity), and greater mean levels of functional impairment and healthcare utilization. Non-Hispanic Black beneficiaries were more represented in prevalent multimorbidity (15.4%) than in the incident (11.8%) and no multimorbidity groups (13.4%). Non-Hispanic White beneficiaries were more represented in the incident (83.5%) than the prevalent (77.2%) and the no multimorbidity (77.7%). Hispanic beneficiaries were more represented in the no (8.9%) than the prevalent (7.4%) and incident multimorbidity groups (4.7%). Results highlight beneficiaries who experience clinically-meaningful transitions to multimorbidity states in late life, allowing new insights and informing interventions to address burdensome changes to their chronic disease status. |
format | Online Article Text |
id | pubmed-8681060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-86810602021-12-17 Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) Quiñones, Ana Markwardt, Sheila Allore, Heather Newsom, Jason Nagel, Corey Dorr, David Botoseneanu, Anda Innov Aging Abstracts Older adults are at greater risk for developing and accumulating multimorbidity, defined as 2 or more chronic diseases. This study describes the characteristics of multimorbidity progression-based groups using Medicare claims chronic condition warehouse algorithms over a 24-year period. The HRS-Medicare linked data (1991-2015, N=17,895, age 67 years and older) were used in descriptive analyses presented as a Sankey flow diagram. We identified 1,293 (7.2%) beneficiaries who had not yet developed multimorbidity by the end of the observation period (no multimorbidity), 7,552 (42.2%) who started without but developed multimorbidity over the course of observation (incident multimorbidity), and 9,050 (50.6%) who had multimorbidity upon study entry (prevalent multimorbidity). There were notable differences between multimorbidity progression-based groups. Beneficiaries with prevalent multimorbidity were younger at baseline (73.1% in youngest age category [67-69] vs. 50.3% for incident and 66.7% for no multimorbidity), had proportionately higher levels of cognitive impairment (21.6% CIND/dementia vs. 15.4% for incident and 16.8% for no multimorbidity), and greater mean levels of functional impairment and healthcare utilization. Non-Hispanic Black beneficiaries were more represented in prevalent multimorbidity (15.4%) than in the incident (11.8%) and no multimorbidity groups (13.4%). Non-Hispanic White beneficiaries were more represented in the incident (83.5%) than the prevalent (77.2%) and the no multimorbidity (77.7%). Hispanic beneficiaries were more represented in the no (8.9%) than the prevalent (7.4%) and incident multimorbidity groups (4.7%). Results highlight beneficiaries who experience clinically-meaningful transitions to multimorbidity states in late life, allowing new insights and informing interventions to address burdensome changes to their chronic disease status. Oxford University Press 2021-12-17 /pmc/articles/PMC8681060/ http://dx.doi.org/10.1093/geroni/igab046.2347 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Abstracts Quiñones, Ana Markwardt, Sheila Allore, Heather Newsom, Jason Nagel, Corey Dorr, David Botoseneanu, Anda Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) |
title | Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) |
title_full | Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) |
title_fullStr | Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) |
title_full_unstemmed | Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) |
title_short | Multimorbidity Progression among Medicare Beneficiaries in the Health and Retirement Study (1992-2014) |
title_sort | multimorbidity progression among medicare beneficiaries in the health and retirement study (1992-2014) |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8681060/ http://dx.doi.org/10.1093/geroni/igab046.2347 |
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