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


Journal

PloS one
ISSN: 1932-6203
Titre abrégé: PLoS One
Pays: United States
ID NLM: 101285081

Informations de publication

Date de publication:
2019
Historique:
received: 17 12 2018
accepted: 18 03 2019
entrez: 30 3 2019
pubmed: 30 3 2019
medline: 18 12 2019
Statut: epublish

Résumé

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. 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. 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. 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.

Identifiants

pubmed: 30925177
doi: 10.1371/journal.pone.0214679
pii: PONE-D-18-36042
pmc: PMC6440639
doi:

Types de publication

Journal Article Research Support, N.I.H., Extramural Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

e0214679

Subventions

Organisme : HSRD VA
ID : IK2 HX001514
Pays : United States
Organisme : NIDDK NIH HHS
ID : T32 DK007012
Pays : United States

Déclaration de conflit d'intérêts

The authors have declared that no competing interests exist.

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Auteurs

Anastasia-Stefania Alexopoulos (AS)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.
Division of Endocrinology, Duke University, Durham, NC, United States of America.

George L Jackson (GL)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.
Department of Population Health Sciences, Duke University, Durham NC, United States of America.
Division of General Internal Medicine, Duke University, Durham NC, United States of America.

David Edelman (D)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.
Division of General Internal Medicine, Duke University, Durham NC, United States of America.

Valerie A Smith (VA)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.
Department of Population Health Sciences, Duke University, Durham NC, United States of America.
Division of General Internal Medicine, Duke University, Durham NC, United States of America.

Theodore S Z Berkowitz (TSZ)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.

Sandra L Woolson (SL)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.

Hayden B Bosworth (HB)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.
Department of Population Health Sciences, Duke University, Durham NC, United States of America.
Division of General Internal Medicine, Duke University, Durham NC, United States of America.
Department of Psychiatry & Behavioral Sciences, Duke University, Durham NC, United States of America.

Matthew J Crowley (MJ)

Center of Innovation to Accelerate Discovery and Practice Transformation (ADAPT), Durham Veterans Affairs Health Care System, Durham, NC, United States of America.
Division of Endocrinology, Duke University, Durham, NC, United States of America.

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