Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study.

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Alexopoulos, Anastasia-Stefania

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Jackson, George L

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Edelman, David

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Smith, Valerie A

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Berkowitz, Theodore SZ

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Woolson, Sandra L

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Bosworth, Hayden B

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Crowley, Matthew J

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Atkin, Stephen L

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2024-01-26T00:12:56Z

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2024-01-26T00:12:56Z

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2019-01

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Objective

Patients with persistent poorly-controlled diabetes mellitus (PPDM) despite engagement in clinic-based care are at particularly high risk for diabetes complications and costs. Understanding this population's demographics, comorbidities and care utilization could guide strategies to address PPDM. We characterized factors associated with PPDM in a large sample of Veterans with type 2 diabetes.

Methods

We identified a cohort of Veterans with medically treated type 2 diabetes, who received Veterans Health Administration primary care during fiscal years 2012 and 2013. PPDM was defined by hemoglobin A1c levels uniformly >8.5% during fiscal year (FY) 2012, despite engagement with care during this period. We used FY 2012 demographic, comorbidity and medication data to describe PPDM in relation to better-controlled diabetes patients and created multivariable models to examine associations between clinical factors and PPDM. We also constructed multivariable models to explore the association between PPDM and FY 2013 care utilization.

Results

In our cohort of diabetes patients (n = 435,820), 12% met criteria for PPDM. Patients with PPDM were younger than better-controlled patients, less often married, and more often Black/African-American and Hispanic or Latino/Latina. Of included comorbidities, only retinopathy (OR 1.68, 95% confidence interval (CI): 1.63,1.73) and nephropathy (OR 1.26, 95% CI: 1.19,1.34) demonstrated clinically significant associations with PPDM. Complex insulin regimens such as premixed (OR 10.80, 95% CI: 10.11,11.54) and prandial-containing regimens (OR 18.74, 95% CI: 17.73,19.81) were strongly associated with PPDM. Patients with PPDM had higher care utilization, particularly endocrinology care (RR 3.56, 95% CI: 3.47,3.66); although only 26.4% of patients saw endocrinology overall.

Conclusion

PPDM is strongly associated with complex diabetes regimens, although heterogeneity in care utilization exists. While there is evidence of underutilization, inadequacy of available care may also contribute to PPDM. Our findings should inform tailored approaches to meet the needs of PPDM, who are among the highest-risk, highest-cost patients with diabetes.
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PONE-D-18-36042

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1932-6203

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1932-6203

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https://hdl.handle.net/10161/29869

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eng

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Public Library of Science (PLoS)

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PloS one

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10.1371/journal.pone.0214679

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https://creativecommons.org/licenses/by-nc/4.0

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Humans

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Diabetes Mellitus, Type 2

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Cohort Studies

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Comorbidity

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Adult

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Aged

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Aged, 80 and over

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Middle Aged

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Female

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Male

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Electronic Health Records

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Veterans Health Services

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Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study.

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Journal article

duke.contributor.orcid

Edelman, David|0000-0001-7112-6151

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Smith, Valerie A|0000-0001-5170-9819

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Bosworth, Hayden B|0000-0001-6188-9825

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Crowley, Matthew J|0000-0002-6205-4536

pubs.begin-page

e0214679

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3

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Duke

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School of Medicine

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Basic Science Departments

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Clinical Science Departments

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Institutes and Centers

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Family Medicine and Community Health

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Medicine

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Psychiatry & Behavioral Sciences

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Medicine, Endocrinology, Metabolism, and Nutrition

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Medicine, General Internal Medicine

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Duke Cancer Institute

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Duke Clinical Research Institute

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Institutes and Provost's Academic Units

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Center for the Study of Aging and Human Development

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Initiatives

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Duke Science & Society

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Population Health Sciences

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Duke Innovation & Entrepreneurship

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Psychiatry & Behavioral Sciences, Behavioral Medicine & Neurosciences

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Duke - Margolis Center For Health Policy

pubs.publication-status

Published

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14

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