Novo Nordisk Inc, Princeton, NJ, USA.
J Med Econ. 2011;14(1):108-14. doi: 10.3111/13696998.2010.548432. Epub 2011 Jan 11.
Abstract Objectives: Glycemic control, measured by HbA(1c), is well known to be a risk marker for long-term costly diabetes-related complications. The relationship between HbA(1c) and short-term costs is unclear. This study investigates how HbA(1c) is correlated to short-term diabetes-related medical expenses.
Patients with diabetes with an HbA(1c) reading ≥6% between April and September 2007 were identified from a large US managed-care organization. Healthcare utilization data was obtained during the subsequent 12-month period. Multivariate analyses were performed to estimate the correlation between HbA(1c) and diabetes-related healthcare costs.
In all, 34,469 and 1,837 patients with type 2 and type 1 diabetes, respectively, were identified with an HbA(1c) reading ≥6% (mean HbA(1c): 7.4% and 7.9%). The majority of patients with type 1 diabetes were treated with insulin, while most patients with type 2 diabetes were treated with metformin. The multivariate analysis showed that several characteristics, including HbA(1c), significantly correlate with diabetes-related medical costs for both patients with type 1 and type 2 diabetes. A 1-percentage-point increase in HbA(1c) will, on average, lead to a 6.0% and 4.4% increase in diabetes-related medical costs for type 1 and type 2 diabetes, respectively. This corresponds to an annual cost increase of $445 and $250 for patients with type 1 and type 2 diabetes, respectively.
Retrospective data analyses inherently associated with selection bias which can only partly be adjusted by statistical techniques. Furthermore, the study population is not necessarily representative of the general population and there can be isolated coding or data errors in the dataset.
These results suggest that tighter glycemic control is associated with short-term cost benefits for patients with diabetes. This supplements conventional wisdom that HbA(1c) affects risk of long-term complications and long-term costs.
糖化血红蛋白(HbA(1c))可作为长期糖尿病相关并发症的风险标志物,其血糖控制情况已得到广泛证实。然而,HbA(1c)与短期成本之间的关系尚不清楚。本研究旨在探讨 HbA(1c)与短期糖尿病相关医疗费用之间的相关性。
从一家大型美国管理式医疗组织中确定了 2007 年 4 月至 9 月期间 HbA(1c)≥6%的糖尿病患者。在随后的 12 个月期间,获得了医疗保健利用数据。采用多元分析方法来估计 HbA(1c)与糖尿病相关医疗费用之间的相关性。
共确定了 34469 例 2 型糖尿病患者和 1837 例 1 型糖尿病患者,其 HbA(1c)≥6%(平均 HbA(1c):7.4%和 7.9%)。大多数 1 型糖尿病患者接受胰岛素治疗,而大多数 2 型糖尿病患者接受二甲双胍治疗。多元分析表明,包括 HbA(1c)在内的多个特征与 1 型和 2 型糖尿病患者的糖尿病相关医疗费用显著相关。HbA(1c)每增加 1%,1 型和 2 型糖尿病患者的糖尿病相关医疗费用将分别平均增加 6.0%和 4.4%。这相当于 1 型和 2 型糖尿病患者每年的费用分别增加 445 美元和 250 美元。
回顾性数据分析固有的存在选择偏倚,仅能部分通过统计学技术进行调整。此外,研究人群不一定具有代表性,并且数据集中可能存在孤立的编码或数据错误。
这些结果表明,对于糖尿病患者而言,更严格的血糖控制与短期成本效益相关。这补充了传统观念,即 HbA(1c)影响长期并发症和长期成本的风险。