University of Pennsylvania School of Medicine, 3535 Market Street, Ste. 3108, Philadelphia, PA 19104-3309, United States.
Behav Res Ther. 2009 Aug;47(8):685-91. doi: 10.1016/j.brat.2009.05.004. Epub 2009 May 20.
Attrition is a common problem in weight loss trials. The present analysis examined several baseline and early-treatment process variables, as predictors of attrition and outcome in a clinical trial that combined pharmacotherapy and behavior therapy for weight loss. Participants were 224 obese adults who were treated with sibutramine alone, lifestyle modification alone, combined therapy, or sibutramine plus brief lifestyle modification. Predictors included baseline characteristics (e.g., demographic, weight-related, psychological, and consumption-related variables), plus attendance, adherence, and weight loss in the early weeks of treatment. Outcomes were attrition and weight loss success (i.e., >or=5% reduction in body weight) at 1 year. Multivariable models, adjusting for other relevant variables, found that younger age and greater baseline depressive symptoms were related to increased odds of attrition (ps <or= 0.003). Greater early weight loss marginally reduced the odds of attrition (p = 0.06). Predictors of weight loss success at 1 year were Caucasian ethnicity (p = 0.04), lower baseline depressive symptoms (p = 0.04), and weight loss during the first 3 weeks of treatment (p < 0.001). Thus, depressive symptoms at baseline were a significant predictor of both attrition and weight loss success. As a process variable, early weight loss appears to have more predictive value than early attendance at treatment sessions or early adherence.
流失是减肥试验中常见的问题。本分析检查了几种基线和早期治疗过程变量,作为将药物治疗与减肥行为治疗相结合的临床试验中流失和结果的预测因子。参与者是 224 名肥胖成年人,他们单独接受西布曲明治疗、单独接受生活方式改变治疗、联合治疗或西布曲明加简短生活方式改变治疗。预测因子包括基线特征(例如,人口统计学、与体重相关、心理和消费相关变量),以及治疗早期的出勤率、依从性和体重减轻。结果是 1 年后的流失和减肥成功(即体重减轻≥5%)。多变量模型,调整了其他相关变量,发现年龄较小和基线抑郁症状更严重与更高的流失几率相关(p≤0.003)。早期体重减轻略有降低了流失的几率(p=0.06)。1 年后减肥成功的预测因子是白种人种族(p=0.04)、较低的基线抑郁症状(p=0.04)和治疗前 3 周的体重减轻(p<0.001)。因此,基线时的抑郁症状是流失和减肥成功的重要预测因子。作为一个过程变量,早期体重减轻似乎比早期治疗出勤率或早期依从性更具预测价值。