Rhodes Scott D, McCoy Thomas P
AIDS Educ Prev. 2015 Feb;27(1):27-43. doi: 10.1521/aeap.2015.27.1.27.
This study explored correlates of condom use within a respondent-driven sample of 190 Spanish-speaking immigrant Latino sexual minorities, including gay and bisexual men, other men who have sex with men (MSM), and transgender person, in North Carolina. Five analytic approaches for modeling data collected using respondent-driven sampling (RDS) were compared. Across most approaches, knowledge of HIV and sexually transmitted infections (STIs) and increased condom use self-efficacy predicted consistent condom use and increased homophobia predicted decreased consistent condom use. The same correlates were not significant in all analyses but were consistent in most. Clustering due to recruitment chains was low, while clustering due to recruiter was substantial. This highlights the importance accounting for clustering when analyzing RDS data.
本研究在北卡罗来纳州190名讲西班牙语的移民拉丁裔性少数群体(包括男同性恋者、双性恋男性、其他男男性行为者(MSM)和跨性别者)的应答驱动样本中,探究了避孕套使用的相关因素。对使用应答驱动抽样(RDS)收集的数据进行建模的五种分析方法进行了比较。在大多数方法中,对艾滋病毒和性传播感染(STIs)的了解以及避孕套使用自我效能感的提高预示着持续使用避孕套,而恐同心理的增强则预示着持续使用避孕套的减少。相同的相关因素在所有分析中并非都显著,但在大多数分析中是一致的。由于招募链导致的聚类较低,而由于招募者导致的聚类则较为显著。这凸显了在分析RDS数据时考虑聚类的重要性。