Krishnamurthy Parthasarathy, Hui Sam K, Shivkumar Narayanan, Gowda Chandrasekhar, Pushpalatha R
Department of Marketing and Entrepreneurship, Institute for Health Care Marketing, C. T. Bauer College of Business, University of Houston, Houston, Texas, United States of America.
Department of Pediatrics, Baylor College of Medicine, Houston, Texas, United States of America.
PLoS One. 2016 Jul 28;11(7):e0159656. doi: 10.1371/journal.pone.0159656. eCollection 2016.
Peer-led outreach is a critical element of HIV and STI-reduction interventions aimed at sex workers. We study the association between peer-led outreach to sex workers and the time to utilize health facilities for timely STI syndromic-detection and treatment. Using data on the timing of peer-outreach interventions and clinic visits, we utilize an Extended Cox model to assess whether peer educator outreach intensity is associated with accelerated clinic utilization among sex workers.
Our data comes from 2705 female sex workers registered into Pragati, a women-in-sex-work outreach program, and followed from 2008 through 2012. We analyze this data using an Extended Cox model with the density of peer educator visits in a 30-day rolling window as the key predictor, while controlling for the sex workers' age, client volume, location of sex work, and education level. The principal outcome of interest is the timing of the first voluntary clinic utilization.
More frequent peer visit is associated with earlier first clinic visit (HR: 1.83, 95% CI, 1.75-1.91, p < .001). In addition, 18% of all syndrome-based STI detected come from clinic visits in which the sex worker reports no symptoms, underscoring the importance of inducing clinic visits in the detection of STI. Additional models to test the robustness of these findings indicate consistent beneficial effect of peer educator outreach.
Peer outreach density is associated with increased likelihood of-and shortened duration to-clinic utilization among female sex workers, suggesting potential staff resourcing implications. Given the observational nature of our study, however, these findings should be interpreted as an association rather than as a causal relationship.
同伴主导的外展服务是针对性工作者的减少艾滋病毒和性传播感染干预措施的关键要素。我们研究同伴主导的针对性工作者的外展服务与利用卫生设施进行及时的性传播感染综合征检测和治疗的时间之间的关联。利用关于同伴外展干预措施和诊所就诊时间的数据,我们使用扩展的考克斯模型来评估同伴教育者的外展强度是否与性工作者加快诊所就诊率相关。
我们的数据来自2705名登记参加“进步”(Pragati)项目的女性性工作者,该项目是一项针对性工作女性的外展项目,跟踪时间为2008年至2012年。我们使用扩展的考克斯模型分析这些数据,以30天滚动窗口内同伴教育者探访的密度作为关键预测因素,同时控制性工作者的年龄、客户数量、性工作地点和教育水平。主要关注的结果是首次自愿诊所就诊的时间。
更频繁的同伴探访与更早的首次诊所就诊相关(风险比:1.83,95%置信区间,1.75 - 1.91,p < 0.001)。此外,所有基于综合征的性传播感染检测中有18%来自性工作者报告无症状的诊所就诊,这凸显了促使诊所就诊在性传播感染检测中的重要性。用于检验这些发现稳健性的其他模型表明同伴教育者外展服务具有一致的有益效果。
同伴外展密度与女性性工作者增加诊所就诊的可能性及缩短就诊持续时间相关,这表明在人员资源配备方面可能存在影响。然而,鉴于我们研究的观察性质,这些发现应被解释为一种关联而非因果关系。