Department of Biostatistics, Bioinformatics and Epidemiology Medical University of South Carolina 135 Cannon Street Suite 303 Charleston, SC 29425.
J Addict Med. 2009 Dec;3(4):211-7. doi: 10.1097/ADM.0b013e3181a0f5dc.
To describe temporal trends in concordance, sensitivity, and specificity and to explore demographic trends in concordance in two outpatient treatment studies for cocaine dependence.
We obtained 2229 urine drug screens from 129 individuals, along with accompanying self-use reports. Paired self-use reports and urine drug screens were considered concordant if the two measures of cocaine use were in agreement. The sensitivity and specificity of the self-use reports in predicting the urine drug screen was also estimated. To model concordance, sensitivity, and specificity as a function of time, generalized estimating equations were used. Demographic effects on concordance among subjects who achieved 100% concordance and subjects who achieved a recently proposed 70% concordance threshold were tested.
Over the course of our studies, both sensitivity and concordance statistically decreased, yet specificity remained relatively constant. Median concordance for all subjects was 88%. Among all subjects, concordance varied significantly by gender, with females achieving significantly higher concordance than males (96% vs. 86%). Similarly, females were almost twice as likely to achieve 100% concordance as males (42% vs. 22%). Finally, 80% of participants achieved the 70% concordance threshold, and no differences among demographic groups with regards to the 70% concordance threshold were observed.
Temporal effects of concordance and sensitivity may have profound repercussions when using self-use reports to gauge efficacy of an experimental intervention. Furthermore, gender may differentially affect concordance. Finally, a substance abuse outcome measure that reliably combines objective and self-report data is promising, but further research is needed.
描述可卡因依赖两种门诊治疗研究中一致性、敏感性和特异性的时间趋势,并探讨一致性的人口统计学趋势。
我们从 129 名个体中获得了 2229 份尿液药物筛查结果,并附有伴随的自我使用报告。如果两种可卡因使用测量结果一致,则将配对的自我使用报告和尿液药物筛查结果视为一致。还估计了自我使用报告预测尿液药物筛查的敏感性和特异性。为了模拟一致性、敏感性和特异性随时间的变化,使用了广义估计方程。测试了达到 100%一致性的受试者和达到最近提出的 70%一致性阈值的受试者之间的一致性的人口统计学影响。
在我们的研究过程中,敏感性和一致性都呈统计学下降,但特异性相对保持不变。所有受试者的中位数一致性为 88%。在所有受试者中,一致性因性别而异,女性的一致性明显高于男性(96%比 86%)。同样,女性达到 100%一致性的可能性几乎是男性的两倍(42%比 22%)。最后,80%的参与者达到了 70%的一致性阈值,并且在达到 70%一致性阈值方面,没有观察到人口统计学群体之间的差异。
当使用自我报告来衡量实验干预的效果时,一致性和敏感性的时间效应可能会产生深远的影响。此外,性别可能会对一致性产生不同的影响。最后,一种可靠地结合客观和自我报告数据的物质滥用结果测量方法很有前途,但需要进一步研究。