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Impact of comorbidity type on measures of quality for diabetes care
Lechauncy D Woodard1, Tracy Urech, Cassie R Landrum
1Health Policy and Quality Program, Michael E. DeBakey VA Medical Center Health Services Research and Development Center of Excellence, and Section for Health Services Research, Department of Medicine, Baylor College of Medicine, Houston, TX, USA. woodard.lechauncy@va.gov
Insights
Patients with multiple health conditions, including diabetes, received better quality care. Increased clinical complexity did not negatively impact care for these chronic illness patients.
Area of Science:
- Endocrinology and Metabolism
- Chronic Illness Management
- Health Services Research
Background:
- Conflicting evidence exists on how comorbid conditions affect chronic illness care quality.
- Understanding the impact of specific comorbidity types is crucial for optimizing patient outcomes.
Purpose of the Study:
- To assess how comorbidity type (concordant, discordant, or both) influences guideline-recommended care receipt in diabetes patients.
- To evaluate the relationship between clinical complexity and the quality of diabetes management.
Main Methods:
- A cohort of 35,872 patients with diabetes was categorized into four groups based on concordant and/or discordant comorbidities.
- Quality of care was measured by hemoglobin A1c, blood pressure, and low-density lipoprotein cholesterol control within six months.
- Logistic regression and generalized ordered logistic regression were used to analyze the effect of condition groups on care quality.
Main Results:
- Patients with both concordant and discordant comorbidities were more likely to achieve good quality glycemic, blood pressure, and cholesterol control.
- The odds of receiving good quality care for all three measures combined were significantly higher for patients with greater clinical complexity.
- Patients with concordant-only conditions represented the largest group (58.0%), while discordant-only patients were the smallest (2.0%).
Conclusions:
- Greater clinical complexity in diabetes patients is associated with a higher likelihood of receiving high-quality care.
- Increased comorbidity does not necessarily lead to poorer care for chronically ill individuals.
- Special consideration is needed for specific populations, like the elderly, where guideline adherence for multiple conditions may require careful balancing to avoid harm.
Objective:
Studies provide conflicting results about the impact of comorbid conditions on the quality of chronic illness care. We assessed the effect of comorbidity type (concordant, discordant, or both) on the receipt of guideline-recommended care among patients with diabetes.
Research Design:
Patients were assigned to 1 of 4 condition groups: diabetes-concordant (hypertension, ischemic heart disease, hyperlipidemia), and/or diabetes-discordant (arthritis, depression, chronic obstructive pulmonary disease) conditions, or neither. We evaluated hemoglobin A1c, blood pressure, and low-density lipoprotein cholesterol readings at index and measured overall good quality of diabetes care, including a 6-month follow-up interval. We assessed the effect of condition group on overall good quality of care with logistic regression and generalized ordered logistic regression.
Results:
We assigned 35,872 patients to the diabetes comorbid condition groups, ranging from 2.0% in the discordant-only group to 58.0% in the concordant-only group. Patients with both types of conditions were more likely than those with no comorbidities to receive overall good quality for glycemic [odds ratio (OR), 2.13; 95% confidence interval (CI), 1.86-2.41], blood pressure (OR, 1.62; 95% CI, 1.40-1.84), and low-density lipoprotein cholesterol (OR, 3.57; 95% CI, 3.08-4.05) control within 6 months of an index visit. They were also more likely to receive overall good quality for all 3 quality measures combined (OR, 2.17; 95% CI, 1.96-2.39).
Conclusions:
Patients with the greatest clinical complexity were more likely than less complex patients to receive high quality diabetes care, suggesting that increased complexity does not necessarily predispose chronically ill patients to receiving poorer care. However, caution should be used in treating certain patient groups, such as the elderly, for whom adherence to multiple condition-specific guidelines may lack benefit or cause harm.
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