Division of Epidemiology and Biostatistics, School of Public Health, Community Outreach Intervention Projects , University of Illinois at Chicago, 1603 W. Taylor St., MC 923, Chicago, IL, 60612, USA,
AIDS Behav. 2014 Mar;18(3):464-72. doi: 10.1007/s10461-013-0601-2.
We analyzed data from a large randomized HIV/HCV prevention intervention trial with young injection drug users (IDUs). Using categorical latent variable analysis, we identified distinct classes of sexual behavior for men and women. We conducted a latent transition analysis to test the effect of the intervention on transitions from higher to lower risk classes. Men who were in a high-risk class at baseline who received the intervention were 86 % more likely to be in a low-risk class at follow-up compared to those in the control group (p = 0.025). High-risk intervention participants were significantly more likely to transition to the class characterized by unprotected sex with a main partner only, while low-risk intervention participants were significantly less likely to transition to that class. No intervention effect was detected on the sexual risk behavior of women, or of men who at baseline were having unprotected sex with a main partner only.
我们分析了一项针对年轻注射吸毒者(IDU)的大型 HIV/HCV 预防干预试验的数据。使用分类潜在变量分析,我们确定了男性和女性不同的性行为类别。我们进行了潜在转变分析,以检验干预措施对从高风险类别向低风险类别的转变的影响。与对照组相比,基线时处于高风险类别的接受干预的男性在随访时处于低风险类别的可能性高 86%(p=0.025)。高风险干预参与者更有可能转变为仅与主要伴侣发生无保护性行为的特征类,而低风险干预参与者转变为该类的可能性显著降低。在女性或基线时仅与主要伴侣发生无保护性行为的男性的性行为风险行为方面,未检测到干预效果。