Martins Scalabrin Juliana, Mello Marcelo F, Swardfager Walter, Cogo-Moreira Hugo
Department of Psychiatry, Universidade Federal de Sao Paulo, Sao Paulo, Brazil.
Department of Pharmacology and Toxicology, University of Toronto, Toronto, Ontario, Canada.
Chronic Stress (Thousand Oaks). 2018 May 31;2:2470547018779066. doi: 10.1177/2470547018779066. eCollection 2018 Jan-Dec.
To evaluate the factorial validity and internal consistency of a measurement model underlying risk of bias as endorsed by Cochrane for use in systematic reviews; more specifically, how the risk of bias tool behaves in the context of studies on psychological therapies used for treatment of post-traumatic stress disorder in adults.
We applied confirmatory factor analysis to a systematic review containing 70 clinical trials entitled "Psychological Therapies for Chronic Post-Traumatic Stress Disorder in Adults" under a Bayesian estimator. Seven observed categorical risk of bias items (answered categorically as low, unclear, or high risk of bias) were collected from the systematic review.
A unidimensional model for the Cochrane risk of bias tool items returned poor fit indices and low factor loadings, indicating questionable validity and internal consistency.
Although the present evidence is restricted to psychological interventions for post-traumatic stress disorder, it demonstrates that the way risk of bias has been measured in this context may not be adequate. More broadly, the results suggest the importance of testing the risk of bias tool, and the possibility of rethinking the methods used to assess risk of bias in systematic reviews and meta-analyses.
评估Cochrane认可的用于系统评价的偏倚风险测量模型的因子效度和内部一致性;更具体地说,在针对成人创伤后应激障碍治疗的心理治疗研究中,偏倚风险工具的表现如何。
我们在贝叶斯估计器下,对一项包含70项临床试验的系统评价应用验证性因子分析,该系统评价题为“成人慢性创伤后应激障碍的心理治疗”。从该系统评价中收集了7个观察到的分类偏倚风险项目(按低、不清楚或高偏倚风险进行分类回答)。
Cochrane偏倚风险工具项目的单维模型返回的拟合指数较差,因子载荷较低,表明效度和内部一致性存在问题。
虽然目前的证据仅限于创伤后应激障碍的心理干预,但它表明在这种情况下测量偏倚风险的方式可能并不充分。更广泛地说,结果表明测试偏倚风险工具的重要性,以及重新思考在系统评价和荟萃分析中评估偏倚风险所用方法的可能性。