Sustained Hyperglycemia Among Patients With Diabetes
What matters when action is needed?
- Jennifer E. Lafata, PHD1,
- Elizabeth A. Dobie, MPH1,
- George W. Divine, PHD2,
- Marianne E. Ulcickas Yood, DSC, MPH3 and
- Bruce D. McCarthy, MD4
- 1Center for Health Services Research, Henry Ford Health System, Detroit, Michigan;
- 2Department of Biostatistics and Research Epidemiology, Henry Ford Health System, Detroit, Michigan;
- 3School of Public Health, Yale University School of Medicine, New Haven, Connecticut;
- 4Allina Medical Clinic, Minneapolis, Minnesota.
- Corresponding author: Jennifer Elston Lafata, jlafata1{at}hfhs.org.
Abstract
OBJECTIVE To estimate prevalence of, and factors associated with, sustained periods of hyperglycemia among patients with diabetes and factors associated with receipt of appropriate care once A1C values are persistently elevated.
RESEARCH DESIGN AND METHODS Among patients initiating oral monotherapy (n = 5,070), Kaplan-Meier and Cox proportional hazards methods were used to estimate time to, and factors associated with, sustained hyperglycemia (defined by two A1cs >8% and no recent medication intensification), and among those experiencing sustained hyperglycemia, time to, and factors associated with, appropriate receipt of care (i.e., medication intensification or achieving A1C ≤7%).
RESULTS Within 1 year, 8% experienced sustained hyperglycemia, with the proportion rising to 38% within 5 years. Patients using sulfonylurea had greater risk of hyperglycemia (hazard ratio [HR] 1.47 [95% CI 1.30–1.66]) compared with those initiating metformin. Risk increased with age (1.89 [1.27–2.83]), was greater for African Americans (1.19 [1.05–1.36]), and increased with A1C levels >7%. Among individuals with sustained hyperglycemia (n = 1,386), mean time to appropriate care was 9.7 months, with 25% not receiving appropriate care within 1 year. Shorter delays to appropriate care receipt were associated with increasing income (1.03 [1.00–1.07]), A1C >9% (1.38 [1.06–1.79]) and >11% (1.65 [1.25–2.18]), increasing medication adherence (1.03 [1.01–1.04]), and visits to primary care (4.22 [3.65–4.88]) or endocrinology (3.89 [2.26–6.70]). Longer delays were associated with increasing drug copayments (0.96 [0.93–0.98]).
CONCLUSIONS Patients incurring sustained hyperglycemia are at risk of further delays in appropriate management. Barriers to appropriate care include prescription drug copayments, few physician contacts, and other factors that are likely amenable to intervention.
Footnotes
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The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked “advertisement” in accordance with 18 U.S.C. Section 1734 solely to indicate this fact.
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- Received November 11, 2008.
- Accepted May 7, 2009.
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Readers may use this article as long as the work is properly cited, the use is educational and not for profit, and the work is not altered. See http://creativecommons.org/licenses/by-nc-nd/3.0/ for details.
- © 2009 by the American Diabetes Association.














