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Body mass index and insulin use as identifiers of high‐cost patients with type 2 diabetes: A retrospective analysis of electronic health records linked to insurance claims data

机译:体重指数和胰岛素用作2型糖尿病患者的高成本患者的标识符:与保险索赔数据相关的电子健康记录的回顾性分析

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Aims To study the association of body mass index (BMI) and insulin use with type 2 diabetes‐related healthcare expenditures (T2D‐HE). Materials and methods Retrospective study using de‐identified electronic health records linked to insurance claims data. Study included a prevalence‐based sample of overweight or obese patients with antihyperglycaemic‐treated T2D. Patients had ≥1 A1c measurement in 2014 (last observed = index A1c ), ≥1 BMI measurement within ±90 days of index (average BMI = baseline BMI ), and continuous enrolment for 180 days before ( baseline ) through 395 days after index (day 30‐395 = follow‐up ). BMI was categorized as: 25 to 29.9 kg/m 2 = overweight; 30 to 34.9 kg/m 2 = obese class I (OCI); 35 to 39.9 kg/m 2 = OCII; ≥40 kg/m 2 = OCIII. Multivariable regressions were used to examine one‐year follow‐up T2D‐HE as a function of BMI, insulin use, an interaction term between BMI and insulin use, and patient demographics. Results Study included 13 026 patients (mean age = 63.6 years; 48.1% female; 29.5% overweight, 31.6% OCI, 20.3% OCII, 18.6% OCIII; 25.3% insulin users). Baseline insulin use rates monotonically ranged from 19.7% in overweight patients to 33.0% in OCIII patients ( P 0.001). Together, BMI and insulin use were jointly associated with one‐year follow‐up T2D‐HE, which monotonically ranged from $5842 in overweight patients with no insulin to $17 700 OCIII insulin users, P 0.001. Within each BMI category, insulin users' one‐year T2D‐HE was at least double that of non‐users. Additional analyses of all‐cause healthcare expenditures yielded consistent results. Conclusions BMI and insulin use represent simple stratifiers for identifying high‐cost patients. OCIII insulin users incurred the greatest annual healthcare expenditures; these patients may be an ideal group for targeted interventions.
机译:旨在研究体重指数(BMI)和胰岛素与2型糖尿病相关医疗保健支出(T2D-HE)的关联。材料和方法利用与保险索赔数据相关的去识别电子健康记录进行回顾性研究。研究包括患有患病率的超重或肥胖患者的患有抗血糖治疗的T2D。患者在2014年≥1A1C测量(最后观察到=指数A1C),≥1BMI测量值在±90天内(平均BMI =基线BMI),并在索引后395天之前连续注册(基线)(基准)第30-395天=随访)。 BMI被分类为:25至29.9 kg / m 2 =超重; 30至34.9 kg / m 2 =肥胖的I类(OCI); 35至39.9 kg / m 2 = ocii; ≥40kg / m 2 = ociii。多变量的回归用于检查一年的随访T2D-HI - 他是BMI,胰岛素使用,BMI和胰岛素使用之间的相互作用项,以及患者人口统计学。结果研究包括13 026名患者(平均年龄= 63.6岁;雌性48.1%; 29.5%超重,31.6%OCI,OCII,18.6%OCIII; 25.3%胰岛素用户)。基线胰岛素利用率从6.7%的超重患者单调范围为33.0%(P <0.001)。 BMI和胰岛素使用共同与一年的随访T2D-HE共同关联,它在超重患者中单调,没有胰岛素的5842美元,胰岛素为17美元至700美元ocIII胰岛素用户,P& 0.001。在每个BMI类别中,胰岛素用户的一年T2D-他至少是非用户的两倍。所有原因医疗保健支出的额外分析产生了一致的结果。结论BMI和胰岛素使用代表了用于鉴定高成本患者的简单分层。 ociii胰岛素用户产生了最大的年度医疗保健支出;这些患者可能是有针对性干预措施的理想组。

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