AMGA Analytics, Alexandria, Virginia, USA.
Departments of Medicine and Medical Education, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Obesity (Silver Spring). 2020 Dec;28(12):2305-2309. doi: 10.1002/oby.22954. Epub 2020 Oct 7.
This study aimed to explore the relationship between an obesity diagnosis and weight loss as a percentage of total body weight loss over 9 to 15 months, using electronic health record data.
An observational study of 688,878 adult patients at 15 health systems with BMI ≥ 30 kg/m examined the relationship between weight loss and documentation of obesity diagnosis. Multivariable logistic regression models were created using a stepwise backwards elimination procedure to identify potential predictors of weight loss.
Of patients with BMI ≥ 30, 44.9% had an obesity diagnosis on a claim or electronic health record problem list; 16.9% and 5.9% lost ≥ 5% and ≥ 10% of their body weight, respectively. Multivariable logistic regression models revealed a diagnosis of obesity on the same day as the initial weight (odds ratio [OR] = 1.3; CI: 1.2-1.3; P < 0.001) as a predictor of ≥ 5% total body weight loss in 9 to 15 months. Other significant predictors included an antiobesity medication prescription, female sex, diagnosis of type 2 diabetes, Medicare/Medicaid insurance, and number of ambulatory visits.
While controlling for potentially confounding factors, documentation of an obesity diagnosis remained independently predictive of at least 5% weight loss. This suggests that documenting a diagnosis of obesity may be an important step toward engaging patients to lose weight.
本研究旨在利用电子健康记录数据,探讨肥胖诊断与体重减轻之间的关系,具体表现为 9 至 15 个月内体重减轻占总体重减轻的百分比。
对 15 个医疗系统的 688878 名 BMI≥30kg/m 的成年患者进行了一项观察性研究,研究了体重减轻与肥胖诊断记录之间的关系。使用逐步向后消除程序的多变量逻辑回归模型创建了多变量逻辑回归模型,以确定体重减轻的潜在预测因素。
在 BMI≥30 的患者中,有 44.9%的患者在索赔或电子健康记录问题清单上有肥胖诊断;16.9%和 5.9%的患者分别减轻了≥5%和≥10%的体重。多变量逻辑回归模型显示,在初始体重的同一天诊断出肥胖症(优势比[OR] = 1.3;置信区间[CI]:1.2-1.3;P < 0.001)是 9 至 15 个月内总体重减轻≥5%的预测因素。其他重要的预测因素包括抗肥胖药物处方、女性、2 型糖尿病诊断、医疗保险/医疗补助保险和门诊就诊次数。
在控制潜在混杂因素的情况下,肥胖诊断的记录仍然是体重减轻至少 5%的独立预测因素。这表明记录肥胖症诊断可能是促使患者减肥的重要步骤。