Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, United States.
Department of Psychiatry and Behavioral Neurology, University of Alabama at Birmingham, Birmingham, AL, United States.
J Affect Disord. 2018 Jul;234:270-275. doi: 10.1016/j.jad.2018.02.071. Epub 2018 Mar 6.
Screening instruments are urgently needed to rapidly and efficiently identify those in need of mental health treatment, particularly among underserved populations. Although designed initially for use in research, the CES-D has become a widely used clinical screening tool for the presence of major depression. Despite four decades and three major revisions to the DSM since the CES-D was first introduced, the cutoff score of 16 remains the marker by which individuals are assessed. The present study aims to examine an optimal cutoff score in a low-income, high-risk sample of ethnically diverse adults involved in some phase of the criminal justice system. The utility of the CES-D to detect depression in this population is unknown as these individuals are unlikely to be included in community studies of mental health.
A diverse sample of participants under criminal justice supervision (n = 500, ages 19-72) completed the CES-D at up to six time points and the MINI-D at two time-points over a year.
Using receiver operating characteristic (ROC) curves, a cut point of 21 on the CES-D was determined to produce the best overall screening characteristics (sens = 0.82, spec = 0.76) using an efficiency calculation when compared with the gold standard MINI-D, though these results varied by race and gender. The optimal cutoff for women in this sample was determined to be 23 as opposed to 15 for men, and 20 for nonwhites versus 23 for whites.
This study is limited in its generalizability to low-income individuals without criminal justice involvement or those without substance use.
Results suggest that the CES-D is a useful screening measure for depressive symptoms among high-risk individuals under criminal justice supervision. However, the current cutoff score of 16 is inadequate for optimizing true positives and false negatives. Possible gender and racial/ethnic bias may limit the utility of this instrument in this population. The current study contributes to the understanding of mental health needs in underserved populations.
迫切需要筛选工具来快速有效地识别需要心理健康治疗的人群,尤其是在服务不足的人群中。尽管最初是为研究设计的,但 CES-D 已成为广泛用于临床筛查主要抑郁症的工具。尽管自 CES-D 首次引入以来,DSM 经过了四十年和三次重大修订,但 16 的分界点仍然是评估个体的标志。本研究旨在检验一个低社会经济地位、高风险的种族多样化成年人样本中,涉及刑事司法系统某个阶段的最佳分界点。由于这些个体不太可能被纳入心理健康的社区研究,因此,CES-D 在该人群中检测抑郁的有效性是未知的。
一个多样化的被刑事司法监管的参与者样本(n=500,年龄 19-72 岁)在一年的时间内最多完成了 6 次 CES-D 测试和 2 次 MINI-D 测试。
使用接收者操作特征(ROC)曲线,当与金标准 MINI-D 相比时,CES-D 上的 21 个切点被确定为产生最佳整体筛选特征(敏感性=0.82,特异性=0.76),通过效率计算,尽管这些结果因种族和性别而异。在该样本中,女性的最佳分界点为 23,而男性为 15,非白人女性为 20,白人女性为 23。
本研究的局限性在于其无法推广到没有刑事司法牵连或没有药物滥用的低收入人群。
结果表明,CES-D 是一种在刑事司法监管下的高风险个体中筛查抑郁症状的有用工具。然而,目前 16 的分界点不能优化真阳性和假阴性。可能存在的性别和种族/民族偏见可能会限制该工具在该人群中的应用。本研究有助于了解服务不足人群的心理健康需求。