Halanych Jewell H, Safford Monika M, Keys Wendy C, Person Sharina D, Shikany James M, Kim Young-Il, Centor Robert M, Allison Jeroan J
Division of Preventive Medicine, Department of Medicine, University of Alabama at Birmingham, Birmingham, Alabama, USA.
Diabetes Care. 2007 Dec;30(12):2999-3004. doi: 10.2337/dc06-1836. Epub 2007 Aug 23.
With performance-based reimbursement pressures, it is concerning that most performance measurements treat each condition in isolation, ignoring the complexities of patients with multiple comorbidities. We sought to examine the relationship between comorbidity and commonly assessed services for diabetic patients in a managed care organization.
In 6,032 diabetic patients, we determined the association between the independent variable medical comorbidity, measured by the Charlson Comorbidity Index (CCI), and the dependent variables A1C testing, lipid testing, dilated eye exam, and urinary microalbumin testing. We calculated predicted probabilities of receiving tests for patients with increasing comorbid illnesses, adjusting for patient demographics.
A1C and lipid testing decreased slightly at higher CCI: predicted probabilities for CCI quartiles 1, 2, 3, and 4 were 0.83 (95% CI 0.70-0.91), 0.83 (0.69-0.92), 0.82 (0.68-0.91), and 0.78 (0.61-0.88) for A1C, respectively, and 0.82 (0.69-0.91), 0.81(0.67-0.90), 0.79 (0.64-0.89), and 0.77 (0.61-0.88) for lipids. Dilated eye exam and urinary microalbumin testing did not differ across CCI quartiles: for quartiles 1, 2, 3, and 4, predicted probabilities were 0.48 (0.33-0.63), 0.54 (0.38-0.69), 0.50 (0.34-0.65), and 0.50 (0.34-0.65) for eye exam, respectively, and 0.23 (0.12-0.40), 0.24 (0.12-0.42), 0.24 (0.12-0.41), and 23 (0.11-0.40) for urinary microalbumin.
Services received did not differ based on comorbid illness burden. Because it is not clear whether equally aggressive care confers equal benefits to patients with varying comorbid illness burden, more evidence confirming such benefits may be warranted before widespread implementation of pay-for-performance programs using currently available "one size fits all" performance measures.
在基于绩效的报销压力下,令人担忧的是,大多数绩效评估都是孤立地对待每种疾病,而忽略了患有多种合并症患者的复杂性。我们试图研究在一个管理式医疗组织中,合并症与糖尿病患者常用评估服务之间的关系。
在6032名糖尿病患者中,我们确定了由查尔森合并症指数(CCI)衡量的自变量医疗合并症与因变量糖化血红蛋白(A1C)检测、血脂检测、散瞳眼底检查和尿微量白蛋白检测之间的关联。我们计算了合并症增加的患者接受检测的预测概率,并对患者人口统计学特征进行了调整。
随着CCI升高,A1C和血脂检测略有下降:CCI四分位数1、2、3和4的A1C预测概率分别为0.83(95%CI 0.70 - 0.91)、0.83(0.69 - 0.92)、0.82(0.68 - 0.91)和0.78(0.61 - 0.88),血脂的预测概率分别为0.82(0.69 - 0.91)、0.81(0.67 - 0.90)、0.79(0.64 - 0.89)和0.77(0.61 - 0.88)。散瞳眼底检查和尿微量白蛋白检测在CCI四分位数之间没有差异:对于四分位数1、2、3和4,眼底检查的预测概率分别为0.48(0.33 - 0.63)、0.54(0.38 - 0.69)、0.50(0.34 - 0.65)和0.50(0.34 - 0.65),尿微量白蛋白的预测概率分别为0.23(0.12 - 0.40)、0.24(0.12 - 0.42)、0.24(0.12 - 0.41)和0.23(0.11 - 0.40)。
所接受的服务不因合并症负担而有所不同。由于尚不清楚同等积极的治疗是否能给合并症负担不同的患者带来同等益处,在广泛实施使用当前“一刀切”绩效指标的按绩效付费项目之前,可能需要更多证据来证实这种益处。