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

Publication ,  Journal Article
Alexopoulos, A-S; Jackson, GL; Edelman, D; Smith, VA; Berkowitz, TSZ; Woolson, SL; Bosworth, HB; Crowley, MJ
Published in: PLoS One
2019

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.

Duke Scholars

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Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2019

Volume

14

Issue

3

Start / End Page

e0214679

Location

United States

Related Subject Headings

  • Veterans Health Services
  • Middle Aged
  • Male
  • Humans
  • General Science & Technology
  • Female
  • Electronic Health Records
  • Diabetes Mellitus, Type 2
  • Comorbidity
  • Cohort Studies
 

Citation

APA
Chicago
ICMJE
MLA
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Alexopoulos, A.-S., Jackson, G. L., Edelman, D., Smith, V. A., Berkowitz, T. S. Z., Woolson, S. L., … Crowley, M. J. (2019). Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study. PLoS One, 14(3), e0214679. https://doi.org/10.1371/journal.pone.0214679
Alexopoulos, Anastasia-Stefania, George L. Jackson, David Edelman, Valerie A. Smith, Theodore S. Z. Berkowitz, Sandra L. Woolson, Hayden B. Bosworth, and Matthew J. Crowley. “Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study.PLoS One 14, no. 3 (2019): e0214679. https://doi.org/10.1371/journal.pone.0214679.
Alexopoulos A-S, Jackson GL, Edelman D, Smith VA, Berkowitz TSZ, Woolson SL, et al. Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study. PLoS One. 2019;14(3):e0214679.
Alexopoulos, Anastasia-Stefania, et al. “Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study.PLoS One, vol. 14, no. 3, 2019, p. e0214679. Pubmed, doi:10.1371/journal.pone.0214679.
Alexopoulos A-S, Jackson GL, Edelman D, Smith VA, Berkowitz TSZ, Woolson SL, Bosworth HB, Crowley MJ. Clinical factors associated with persistently poor diabetes control in the Veterans Health Administration: A nationwide cohort study. PLoS One. 2019;14(3):e0214679.

Published In

PLoS One

DOI

EISSN

1932-6203

Publication Date

2019

Volume

14

Issue

3

Start / End Page

e0214679

Location

United States

Related Subject Headings

  • Veterans Health Services
  • Middle Aged
  • Male
  • Humans
  • General Science & Technology
  • Female
  • Electronic Health Records
  • Diabetes Mellitus, Type 2
  • Comorbidity
  • Cohort Studies