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Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus

BACKGROUND: Aging is often associated with the challenge of navigating daily tasks with a painful chronic medical illness. Yet, there is concern of the number of older adults impacted with more than one chronic condition. Despite the increasing number of adults diagnosed with diabetes and comorbid c...

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Autores principales: Baker, Tamara A., Clay, Olivio J., Johnson-Lawrence, Vicki, Minahan, Jacquelyn A., Mingo, Chivon A., Thorpe, Roland J., Ovalle, Fernando, Crowe, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663150/
https://www.ncbi.nlm.nih.gov/pubmed/29084525
http://dx.doi.org/10.1186/s12877-017-0652-8
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author Baker, Tamara A.
Clay, Olivio J.
Johnson-Lawrence, Vicki
Minahan, Jacquelyn A.
Mingo, Chivon A.
Thorpe, Roland J.
Ovalle, Fernando
Crowe, Michael
author_facet Baker, Tamara A.
Clay, Olivio J.
Johnson-Lawrence, Vicki
Minahan, Jacquelyn A.
Mingo, Chivon A.
Thorpe, Roland J.
Ovalle, Fernando
Crowe, Michael
author_sort Baker, Tamara A.
collection PubMed
description BACKGROUND: Aging is often associated with the challenge of navigating daily tasks with a painful chronic medical illness. Yet, there is concern of the number of older adults impacted with more than one chronic condition. Despite the increasing number of adults diagnosed with diabetes and comorbid chronic illnesses, there remains a lack of understanding in how multiple illnesses relate to experiences of pain. To assess the association between multiple chronic conditions and pain, this study aimed to identify clusters of chronic medical conditions and their association with pain among a sample of older Black and White adults diagnosed with diabetes. METHODS: Two hundred and thirty-six participants responded to a series of questions assessing pain frequency and severity, as well as health and social characteristics. A factor analysis was used to categorize clusters of medical conditions, and multiple regression models were used to examine predictors of pain. RESULTS: Seven of the assessed chronic medical conditions loaded on three factors, and accounted for 57.2% of the total variance, with heart disease (factor 1) accounting for 21.9%, musculoskeletal conditions (factor 2) for another 18.4%, and factor 3 (microvascular diseases) accounting for a final 16.9% of the variability among the chronic medical conditions. Covariate-adjusted models showed that fewer years of education and higher scores on the microvascular and musculoskeletal conditions factors were associated with higher pain frequency, with the musculoskeletal conditions factor being the strongest predictor. CONCLUSIONS: Findings from this study compliment existent literature underscoring the prevalence and importance of comorbid diagnoses in relation to pain. Examining health-related factors beyond a single disease diagnosis also provides an opportunity to explore underlying disease co-occurrences that may persist beyond organ system classifications.
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spelling pubmed-56631502017-11-08 Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus Baker, Tamara A. Clay, Olivio J. Johnson-Lawrence, Vicki Minahan, Jacquelyn A. Mingo, Chivon A. Thorpe, Roland J. Ovalle, Fernando Crowe, Michael BMC Geriatr Research Article BACKGROUND: Aging is often associated with the challenge of navigating daily tasks with a painful chronic medical illness. Yet, there is concern of the number of older adults impacted with more than one chronic condition. Despite the increasing number of adults diagnosed with diabetes and comorbid chronic illnesses, there remains a lack of understanding in how multiple illnesses relate to experiences of pain. To assess the association between multiple chronic conditions and pain, this study aimed to identify clusters of chronic medical conditions and their association with pain among a sample of older Black and White adults diagnosed with diabetes. METHODS: Two hundred and thirty-six participants responded to a series of questions assessing pain frequency and severity, as well as health and social characteristics. A factor analysis was used to categorize clusters of medical conditions, and multiple regression models were used to examine predictors of pain. RESULTS: Seven of the assessed chronic medical conditions loaded on three factors, and accounted for 57.2% of the total variance, with heart disease (factor 1) accounting for 21.9%, musculoskeletal conditions (factor 2) for another 18.4%, and factor 3 (microvascular diseases) accounting for a final 16.9% of the variability among the chronic medical conditions. Covariate-adjusted models showed that fewer years of education and higher scores on the microvascular and musculoskeletal conditions factors were associated with higher pain frequency, with the musculoskeletal conditions factor being the strongest predictor. CONCLUSIONS: Findings from this study compliment existent literature underscoring the prevalence and importance of comorbid diagnoses in relation to pain. Examining health-related factors beyond a single disease diagnosis also provides an opportunity to explore underlying disease co-occurrences that may persist beyond organ system classifications. BioMed Central 2017-10-30 /pmc/articles/PMC5663150/ /pubmed/29084525 http://dx.doi.org/10.1186/s12877-017-0652-8 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research Article
Baker, Tamara A.
Clay, Olivio J.
Johnson-Lawrence, Vicki
Minahan, Jacquelyn A.
Mingo, Chivon A.
Thorpe, Roland J.
Ovalle, Fernando
Crowe, Michael
Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
title Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
title_full Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
title_fullStr Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
title_full_unstemmed Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
title_short Association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
title_sort association of multiple chronic conditions and pain among older black and white adults with diabetes mellitus
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5663150/
https://www.ncbi.nlm.nih.gov/pubmed/29084525
http://dx.doi.org/10.1186/s12877-017-0652-8
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