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Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors
BACKGROUND: Studies have shown that community and neighborhood characteristics can impact health outcomes of those with chronic illness, including T2DM. Factors, such as crime, violence, and lack of resources have been shown to be barriers to optimal health outcomes in diabetes. Thus, the objective...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589943/ https://www.ncbi.nlm.nih.gov/pubmed/26428459 http://dx.doi.org/10.1186/s12913-015-1086-7 |
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author | Smalls, Brittany L. Gregory, Chris M. Zoller, James S. Egede, Leonard E. |
author_facet | Smalls, Brittany L. Gregory, Chris M. Zoller, James S. Egede, Leonard E. |
author_sort | Smalls, Brittany L. |
collection | PubMed |
description | BACKGROUND: Studies have shown that community and neighborhood characteristics can impact health outcomes of those with chronic illness, including T2DM. Factors, such as crime, violence, and lack of resources have been shown to be barriers to optimal health outcomes in diabetes. Thus, the objective of this study is to assess the effects of neighborhood factors on diabetes-related health outcomes and self-care behaviors. METHODS: Adult patients (N = 615) with type 2 diabetes mellitus (T2DM) were recruited from an academic medical center and a Veterans Affairs medical center in the southeastern United States. Validated scales and indices were used to assess neighborhood factors and diabetes-related self-care behaviors. The most recent HbA1c, blood pressure, and LDL cholesterol were abstracted from each patients’ electronic medical record. RESULTS: In the fully adjusted model, significant associations were between neighborhood aesthetics and diabetes knowledge (β = 0.141) and general diet (β = -0.093); neighborhood comparison and diabetes knowledge (β = 0.452); neighborhood activities and general diet (β = -0.072), exercise (β = -0.104), and foot care (β = -0.114); food insecurity and medication adherence (β = -0.147), general diet (β = -0.125), and blood sugar testing (β = -0.172); and social support and medication adherence (β = 0.009), foot care (β = 0.010), and general diet (β = 0.016). Significant associations were also found between neighborhood violence and LDL Cholesterol (β = 4.04), walking environment and exercise (β = -0.040), and social cohesion and HbA1c (β = -0.086). DISCUSSION: We found that neighborhood violence, aesthetics, walking environment, activities, food insecurity, neighborhood comparison, social cohesion and social support have statistically significant associations with self-care behaviors and outcomes to varying degrees. However, the key neighborhood factors that had independent associations with multiple self-care behaviors and outcomes were food insecurity, neighborhood activities and social support. CONCLUSION: This study suggests that food insecurity, neighborhood activities, aesthetics, and social support may be important targets for interventions in individuals with T2DM. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12913-015-1086-7) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4589943 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45899432015-10-02 Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors Smalls, Brittany L. Gregory, Chris M. Zoller, James S. Egede, Leonard E. BMC Health Serv Res Research Article BACKGROUND: Studies have shown that community and neighborhood characteristics can impact health outcomes of those with chronic illness, including T2DM. Factors, such as crime, violence, and lack of resources have been shown to be barriers to optimal health outcomes in diabetes. Thus, the objective of this study is to assess the effects of neighborhood factors on diabetes-related health outcomes and self-care behaviors. METHODS: Adult patients (N = 615) with type 2 diabetes mellitus (T2DM) were recruited from an academic medical center and a Veterans Affairs medical center in the southeastern United States. Validated scales and indices were used to assess neighborhood factors and diabetes-related self-care behaviors. The most recent HbA1c, blood pressure, and LDL cholesterol were abstracted from each patients’ electronic medical record. RESULTS: In the fully adjusted model, significant associations were between neighborhood aesthetics and diabetes knowledge (β = 0.141) and general diet (β = -0.093); neighborhood comparison and diabetes knowledge (β = 0.452); neighborhood activities and general diet (β = -0.072), exercise (β = -0.104), and foot care (β = -0.114); food insecurity and medication adherence (β = -0.147), general diet (β = -0.125), and blood sugar testing (β = -0.172); and social support and medication adherence (β = 0.009), foot care (β = 0.010), and general diet (β = 0.016). Significant associations were also found between neighborhood violence and LDL Cholesterol (β = 4.04), walking environment and exercise (β = -0.040), and social cohesion and HbA1c (β = -0.086). DISCUSSION: We found that neighborhood violence, aesthetics, walking environment, activities, food insecurity, neighborhood comparison, social cohesion and social support have statistically significant associations with self-care behaviors and outcomes to varying degrees. However, the key neighborhood factors that had independent associations with multiple self-care behaviors and outcomes were food insecurity, neighborhood activities and social support. CONCLUSION: This study suggests that food insecurity, neighborhood activities, aesthetics, and social support may be important targets for interventions in individuals with T2DM. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12913-015-1086-7) contains supplementary material, which is available to authorized users. BioMed Central 2015-10-01 /pmc/articles/PMC4589943/ /pubmed/26428459 http://dx.doi.org/10.1186/s12913-015-1086-7 Text en © Smalls et al. 2015 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 Smalls, Brittany L. Gregory, Chris M. Zoller, James S. Egede, Leonard E. Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
title | Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
title_full | Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
title_fullStr | Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
title_full_unstemmed | Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
title_short | Assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
title_sort | assessing the relationship between neighborhood factors and diabetes related health outcomes and self-care behaviors |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4589943/ https://www.ncbi.nlm.nih.gov/pubmed/26428459 http://dx.doi.org/10.1186/s12913-015-1086-7 |
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