Frost Simon D W, Brouwer Kimberly C, Firestone Cruz Michelle A, Ramos Rebeca, Ramos Maria Elena, Lozada Remedios M, Magis-Rodriguez Carlos, Strathdee Steffanie A
Department of Pathology and Antiviral Research Center, University of California, San Diego, CA 92103, USA.
J Urban Health. 2006 Nov;83(6 Suppl):i83-97. doi: 10.1007/s11524-006-9104-z.
Respondent-driven sampling (RDS), a chain referral sampling approach, is increasingly used to recruit participants from hard-to-reach populations, such as injection drug users (IDUs). Using RDS, we recruited IDUs in Tijuana and Ciudad (Cd.) Juárez, two Mexican cities bordering San Diego, CA and El Paso, TX, respectively, and compared recruitment dynamics, reported network size, and estimates of HIV and syphilis prevalence. Between February and April 2005, we used RDS to recruit IDUs in Tijuana (15 seeds, 207 recruits) and Cd. Juárez (9 seeds, 197 recruits), Mexico for a cross-sectional study of behavioral and contextual factors associated with HIV, HCV and syphilis infections. All subjects provided informed consent, an anonymous interview, and a venous blood sample for serologic testing of HIV, HCV, HBV (Cd. Juárez only) and syphilis antibody. Log-linear models were used to analyze the association between the state of the recruiter and that of the recruitee in the referral chains, and population estimates of the presence of syphilis antibody were obtained, correcting for biased sampling using RDS-based estimators. Sampling of the targeted 200 recruits per city was achieved rapidly (2 months in Tijuana, 2 weeks in Cd. Juárez). After excluding seeds and missing data, the sample prevalence of HCV, HIV and syphilis were 96.6, 1.9 and 13.5% respectively in Tijuana, and 95.3, 4.1, and 2.7% respectively in Cd. Juárez (where HBV prevalence was 84.7%). Syphilis cases were clustered in recruitment trees. RDS-corrected estimates of syphilis antibody prevalence ranged from 12.8 to 26.8% in Tijuana and from 2.9 to 15.6% in Ciudad Juárez, depending on how recruitment patterns were modeled, and assumptions about how network size affected an individual's probability of being included in the sample. RDS was an effective method to rapidly recruit IDUs in these cities. Although the frequency of HIV was low, syphilis prevalence was high, particularly in Tijuana. RDS-corrected estimates of syphilis prevalence were sensitive to model assumptions, suggesting that further validation of RDS is necessary.
应答者驱动抽样(RDS)是一种链式推荐抽样方法,越来越多地用于从难以接触到的人群中招募参与者,如注射吸毒者(IDU)。我们利用RDS在墨西哥的蒂华纳和华雷斯城招募注射吸毒者,这两个城市分别与美国加利福尼亚州的圣地亚哥和得克萨斯州的埃尔帕索接壤,我们比较了招募动态、报告的网络规模以及艾滋病毒和梅毒流行率的估计值。2005年2月至4月期间,我们利用RDS在蒂华纳(15个种子,207名招募者)和墨西哥华雷斯城(9个种子,197名招募者)招募注射吸毒者,以进行一项关于与艾滋病毒、丙型肝炎病毒和梅毒感染相关的行为和背景因素的横断面研究。所有受试者均提供了知情同意书、接受了匿名访谈,并提供了静脉血样用于艾滋病毒、丙型肝炎病毒、乙肝(仅在华雷斯城)和梅毒抗体的血清学检测。使用对数线性模型分析推荐链中招募者和被招募者状态之间的关联,并获得梅毒抗体存在情况的总体估计值,使用基于RDS的估计器校正有偏差的抽样。每个城市快速完成了目标招募200名参与者的任务(蒂华纳用了2个月,华雷斯城用了2周)。排除种子和缺失数据后,蒂华纳丙型肝炎病毒、艾滋病毒和梅毒的样本流行率分别为96.6%、1.9%和13.5%,华雷斯城分别为95.3%、4.1%和2.7%(乙肝流行率为84.7%)。梅毒病例聚集在招募树中。根据招募模式的建模方式以及关于网络规模如何影响个体被纳入样本概率的假设,经RDS校正的梅毒抗体流行率估计值在蒂华纳为12.8%至26.8%,在华雷斯城为2.9%至15.6%。RDS是在这些城市快速招募注射吸毒者的有效方法。虽然艾滋病毒感染率较低,但梅毒流行率较高,尤其是在蒂华纳。经RDS校正的梅毒流行率估计值对模型假设敏感,这表明有必要对RDS进行进一步验证。