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Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample
INTRODUCTION: Based on the long-lasting diabetes management challenges in the United States, the objective was to examine glycemic levels among a nationally representative sample of people with diabetes stratified by prescribed antihyperglycemic treatment regimens and contextual factors. METHODS: Th...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10264805/ https://www.ncbi.nlm.nih.gov/pubmed/37324129 http://dx.doi.org/10.3389/fmed.2023.1158454 |
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author | McDaniel, Cassidi C. Lo-Ciganic, Wei-Hsuan Garza, Kimberly B. Kavookjian, Jan Fox, Brent I. Chou, Chiahung |
author_facet | McDaniel, Cassidi C. Lo-Ciganic, Wei-Hsuan Garza, Kimberly B. Kavookjian, Jan Fox, Brent I. Chou, Chiahung |
author_sort | McDaniel, Cassidi C. |
collection | PubMed |
description | INTRODUCTION: Based on the long-lasting diabetes management challenges in the United States, the objective was to examine glycemic levels among a nationally representative sample of people with diabetes stratified by prescribed antihyperglycemic treatment regimens and contextual factors. METHODS: This serial cross-sectional study used United States population-based data from the 2015 to March 2020 National Health and Nutrition Examination Surveys (NHANES). The study included non-pregnant adults (≥20 years old) with non-missing A1C and self-reported diabetes diagnosis from NHANES. Using A1C lab values, we dichotomized the outcome of glycemic levels into <7% versus ≥7% (meeting vs. not meeting guideline-based glycemic levels, respectively). We stratified the outcome by antihyperglycemic medication use and contextual factors (e.g., race/ethnicity, gender, chronic conditions, diet, healthcare utilization, insurance, etc.) and performed multivariable logistic regression analyses. RESULTS: The 2042 adults with diabetes had a mean age of 60.63 (SE = 0.50), 55.26% (95% CI = 51.39–59.09) were male, and 51.82% (95% CI = 47.11–56.51) met guideline-based glycemic levels. Contextual factors associated with meeting guideline-based glycemic levels included reporting an “excellent” versus “poor” diet (aOR = 4.21, 95% CI = 1.92–9.25) and having no family history of diabetes (aOR = 1.43, 95% CI = 1.03–1.98). Contextual factors associated with lower odds of meeting guideline-based glycemic levels included taking insulin (aOR = 0.16, 95% CI = 0.10–0.26), taking metformin (aOR = 0.66, 95% CI = 0.46–0.96), less frequent healthcare utilization [e.g., none vs. ≥4 times/year (aOR = 0.51, 95% CI = 0.27–0.96)], being uninsured (aOR = 0.51, 95% CI = 0.33–0.79), etc. DISCUSSION: Meeting guideline-based glycemic levels was associated with medication use (taking vs. not taking respective antihyperglycemic medication classes) and contextual factors. The timely, population-based estimates can inform national efforts to optimize diabetes management. |
format | Online Article Text |
id | pubmed-10264805 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-102648052023-06-15 Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample McDaniel, Cassidi C. Lo-Ciganic, Wei-Hsuan Garza, Kimberly B. Kavookjian, Jan Fox, Brent I. Chou, Chiahung Front Med (Lausanne) Medicine INTRODUCTION: Based on the long-lasting diabetes management challenges in the United States, the objective was to examine glycemic levels among a nationally representative sample of people with diabetes stratified by prescribed antihyperglycemic treatment regimens and contextual factors. METHODS: This serial cross-sectional study used United States population-based data from the 2015 to March 2020 National Health and Nutrition Examination Surveys (NHANES). The study included non-pregnant adults (≥20 years old) with non-missing A1C and self-reported diabetes diagnosis from NHANES. Using A1C lab values, we dichotomized the outcome of glycemic levels into <7% versus ≥7% (meeting vs. not meeting guideline-based glycemic levels, respectively). We stratified the outcome by antihyperglycemic medication use and contextual factors (e.g., race/ethnicity, gender, chronic conditions, diet, healthcare utilization, insurance, etc.) and performed multivariable logistic regression analyses. RESULTS: The 2042 adults with diabetes had a mean age of 60.63 (SE = 0.50), 55.26% (95% CI = 51.39–59.09) were male, and 51.82% (95% CI = 47.11–56.51) met guideline-based glycemic levels. Contextual factors associated with meeting guideline-based glycemic levels included reporting an “excellent” versus “poor” diet (aOR = 4.21, 95% CI = 1.92–9.25) and having no family history of diabetes (aOR = 1.43, 95% CI = 1.03–1.98). Contextual factors associated with lower odds of meeting guideline-based glycemic levels included taking insulin (aOR = 0.16, 95% CI = 0.10–0.26), taking metformin (aOR = 0.66, 95% CI = 0.46–0.96), less frequent healthcare utilization [e.g., none vs. ≥4 times/year (aOR = 0.51, 95% CI = 0.27–0.96)], being uninsured (aOR = 0.51, 95% CI = 0.33–0.79), etc. DISCUSSION: Meeting guideline-based glycemic levels was associated with medication use (taking vs. not taking respective antihyperglycemic medication classes) and contextual factors. The timely, population-based estimates can inform national efforts to optimize diabetes management. Frontiers Media S.A. 2023-05-31 /pmc/articles/PMC10264805/ /pubmed/37324129 http://dx.doi.org/10.3389/fmed.2023.1158454 Text en Copyright © 2023 McDaniel, Lo-Ciganic, Garza, Kavookjian, Fox and Chou. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Medicine McDaniel, Cassidi C. Lo-Ciganic, Wei-Hsuan Garza, Kimberly B. Kavookjian, Jan Fox, Brent I. Chou, Chiahung Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
title | Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
title_full | Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
title_fullStr | Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
title_full_unstemmed | Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
title_short | Medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
title_sort | medication use and contextual factors associated with meeting guideline-based glycemic levels in diabetes among a nationally representative sample |
topic | Medicine |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10264805/ https://www.ncbi.nlm.nih.gov/pubmed/37324129 http://dx.doi.org/10.3389/fmed.2023.1158454 |
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