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Factors associated with poor glycemic control or wide glycemic variability among diabetes patients in Hawaii,
Deborah Taira Juarez1, Tetine Sentell, Sheri Tokumaru
1College of Pharmacy, University of Hawaii, 677 Ala Moana Blvd, Ste 1025, Honolulu, HI 96813, USA. dtjuarez@hawaii.edu
Insights
Diabetes duration, younger age, and more medications are linked to sustained poor glycemic control. High morbidity and certain insurance plans may improve control. Wide glycemic variability affects younger patients and those with heart disease.
Area of Science:
- Endocrinology
- Metabolic Diseases
- Public Health
Background:
- Glycemic control is crucial for preventing diabetes complications but remains challenging for many patients.
- Identifying factors associated with poor glycemic control and variability is essential for effective diabetes management.
Purpose of the Study:
- To investigate predictors of sustained poor glycemic control, some glycemic variability, and wide glycemic variability over three years in diabetes patients.
- To inform targeted interventions for improving diabetes outcomes.
Main Methods:
- Retrospective analysis of 2,970 diabetes patients with elevated hemoglobin A1c (>9%) in Hawaii.
- Multivariable logistic regression used to identify factors associated with glycemic control and variability.
- Evaluated variables included age, sex, insurance, morbidity, diabetes duration, cardiovascular disease history, and medication count.
Main Results:
- Sustained poor glycemic control linked to longer diabetes duration, age under 35, and ≥15 medications.
- Wider glycemic variability associated with age <50, longer diabetes duration, coronary artery disease, and 5-9 medications.
- Lower likelihood of sustained poor control observed in PPO/Medicare enrollees and those with high morbidity.
Conclusions:
- Diabetes duration, age, medication count, morbidity, and insurance type are key risk factors for sustained poor glycemic control.
- Patients with specific risk factors require enhanced therapies and interventions.
- Younger patients (<50) and those with coronary artery disease history need awareness regarding risks of wide glycemic variability.
Introduction:
Although glycemic control is known to reduce complications associated with diabetes, it is an elusive goal for many patients with diabetes. The objective of this study was to identify factors associated with sustained poor glycemic control, some glycemic variability, and wide glycemic variability among diabetes patients over 3 years.
Methods:
This retrospective study was conducted among 2,970 diabetes patients with poor glycemic control (hemoglobin A1c [HbA1c] >9%) who were enrolled in a health plan in Hawaii in 2006. We conducted multivariable logistic regressions to examine factors related to sustained poor control, some glycemic variability, and wide glycemic variability during the next 3 years. Independent variables evaluated as possible predictors were age, sex, type of insurance coverage, morbidity, diabetes duration, history of cardiovascular disease, and number of medications.
Results:
Longer duration of diabetes, being under age 35, and taking 15 or more medications were significantly associated with sustained poor glycemic control. Preferred provider organization and Medicare (vs health maintenance organization) enrollees and patients with high morbidity were less likely to have sustained poor glycemic control. Wide glycemic variability was significantly related to being younger than age 50, longer duration of diabetes, having coronary artery disease, and taking 5 to 9 medications per year.
Conclusion:
Results indicate that duration of diabetes, age, number of medications, morbidity, and type of insurance coverage are risk factors for sustained poor glycemic control. Patients with these characteristics may need additional therapies and targeted interventions to improve glycemic control. Patients younger than age 50 and those with a history of coronary heart disease should be warned of the health risks of wide glycemic variability.
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