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加拿大温哥华男男性行为者应答驱动抽样中与有效招募相关的因素

Factors Associated with Productive Recruiting in a Respondent-Driven Sample of Men who Have Sex with Men in Vancouver, Canada.

作者信息

Forrest Jamie I, Lachowsky Nathan J, Lal Allan, Cui Zishan, Sereda Paul, Raymond Henry F, Ogilvie Gina, Roth Eric A, Moore David, Hogg Robert S

机构信息

Faculty of Medicine, University of British Columbia, Vancouver, Canada.

British Columbia Centre for Excellence in HIV/AIDS, Vancouver, Canada.

出版信息

J Urban Health. 2016 Apr;93(2):379-87. doi: 10.1007/s11524-016-0032-2.

Abstract

Respondent-driven sampling (RDS) has become a preferred sampling strategy for HIV research and surveillance in many global settings. Methodological investigation into the validity of RDS-generated samples has helped improve theoretical components of design. However, the operational challenges of implementing RDS remain underreported. We sought to identify factors independently associated with productive recruiting in an urban RDS-generated sample of gay, bisexual, and other men who have sex with men (MSM). Data were collected from the Momentum Health Study, a cohort of MSM recruited by RDS in Vancouver, Canada. Eligible men were given up to six RDS coupons to recruit their peers. The primary outcome was a count variable of each participant's number of eligible recruits. Multivariable Poisson regression identified independent predictors of productive recruitment. In total, 719 individuals comprised this analysis, of which 119 were seeds. The distribution of eligible recruits was right skewed, with 391 (54.4 %) having never recruited another participant and only eight participants (1.1 %) having recruited five. Significant, independent predictors of recruiting one additional participant included network size per ten unit increase (adjusted risk ratio [aRR] 1.03), being of Aboriginal race/ethnicity compared with White (aRR 1.51), being HIV-positive (aRR 1.31), being sexually active with only males (aRR 2.48), being single compared with common law/married (aRR 1.37), having recently read gay newspapers (aRR 1.58), having recently sought sex partners online (aRR 1.33) and being out to a male parent (aRR 1.30). This analysis demonstrates the importance of social network size in RDS adjustment, but also identifies other socio-demographic and behavioral variables that increased RDS coupon return, which may help researchers better operationalize the implementation of RDS.

摘要

应答驱动抽样(RDS)已成为全球许多地区开展HIV研究和监测时首选的抽样策略。对RDS生成样本有效性的方法学调查有助于改进设计的理论要素。然而,实施RDS的操作挑战仍鲜有报道。我们试图确定在城市中通过RDS生成的男同性恋、双性恋和其他与男性发生性行为的男性(MSM)样本中,与有效招募独立相关的因素。数据来自“动力健康研究”,这是一组在加拿大温哥华通过RDS招募的MSM队列。符合条件的男性最多可获得六张RDS优惠券以招募同伴。主要结果是每个参与者招募的符合条件人数的计数变量。多变量泊松回归确定了有效招募的独立预测因素。共有719人纳入本分析,其中119人为种子。符合条件招募对象的分布呈右偏态,391人(54.4%)从未招募过其他参与者,只有8名参与者(1.1%)招募了5人。每增加10个单位的网络规模(调整风险比[aRR]1.03)、与白人相比为原住民种族/族裔(aRR 1.51)、HIV阳性(aRR 1.31)、仅与男性有性活动(aRR 2.48)、与同居/已婚相比为单身(aRR 1.37)、最近阅读过同性恋报纸(aRR 1.58)、最近在网上寻找性伴侣(aRR

1.33)以及向男性家长公开性取向(aRR 1.30)是招募另一名参与者的显著独立预测因素。该分析证明了社交网络规模在RDS调整中的重要性,但也确定了其他增加RDS优惠券返还的社会人口学和行为变量,这可能有助于研究人员更好地实施RDS。

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