The Prevalence and Associated Factors of HIV Self-Testing Among High-Risk Men Who Have Sex with Men in China: A Study Based on Bayesian Network Model.

IF 2.9 2区 社会学 Q1 PSYCHOLOGY, CLINICAL
Zhihui Zhu, Jun Du, Hongbo Zhang, Tao Liu, Shufang Sun, Cui Yang, Nickolas Zaller, Haipeng Zha, Xiuping Zhao, Xuejiao Hu, Pan Gao, Jun Wang, Yehuan Sun, Zhihua Zhang, Don Operario
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Abstract

Promoting HIV self-testing (HIVST) among men who have sex with men (MSM) is an effective strategy for preventing and controlling HIV infection. We aimed to explore the prevalence, associated factors, and probabilistic dependencies of HIVST uptake among HIV-negative MSM who engaged in condomless sex during the past 6 months in China using logistic regression and Bayesian networks. We performed analysis of baseline data from a large longitudinal randomized controlled trial. In total, 1800 MSM were included and 37.5% (n = 675) reported HIVST in the past 6 months. Multivariate logistic regression analysis revealed that HIVST uptake was positively associated with the following factors: higher monthly income, migrant from other cities, sexual partners engaged in HIVST, sex under the influence of substances, and higher frequency of browsing/using WeChat to explore HIV prevention or treatment information and services. HIVST uptake showed negative associations with older age, inconsistent condom use with casual sex partners, seeking sexual partners through gay venues, and having sex under the influence of alcohol. The Bayesian network model revealed direct associations between HIVST uptake and four factors: age, condom use with casual sexual partners, sex partner's HIVST status, and frequency of browsing/using WeChat to explore HIV prevention or treatment information and services. HIVST uptake peaked at 85.7% under the optimal configuration of: age 18-24 years, consistent condom use with casual partners, unknown partner HIVST status, and at least once a month browse/use WeChat to explore HIV prevention or treatment information and services. Future HIVST promotion strategies should prioritize youth-focused digital education via WeChat, normalized condom use reinforcement, and partner-initiated HIVST encouragement to operationalize the synergistic determinants identified by the Bayesian network, maximizing uptake potential under optimized variable configurations.

基于贝叶斯网络模型的中国男男性行为高危人群HIV自检流行情况及相关因素研究
在男男性行为者中推广艾滋病毒自我检测是预防和控制艾滋病毒感染的有效策略。我们的目的是利用逻辑回归和贝叶斯网络,探讨中国过去6个月内从事无安全套性行为的hiv阴性MSM中hiv感染的流行情况、相关因素和概率依赖性。我们对一项大型纵向随机对照试验的基线数据进行了分析。总共包括1800名男男性行为者,37.5% (n = 675)在过去6个月内报告了艾滋病毒感染。多因素logistic回归分析显示,HIV感染与以下因素呈正相关:较高的月收入、来自其他城市的移民、从事HIV感染的性伴侣、药物影响下的性行为、浏览/使用微信浏览/使用微信探索艾滋病毒预防或治疗信息和服务的频率较高。艾滋病毒感染与年龄较大、与随意性伴侣不一致使用避孕套、通过同性恋场所寻求性伴侣以及在酒精影响下发生性行为呈负相关。贝叶斯网络模型揭示了艾滋病毒感染与四个因素之间的直接关联:年龄、与随意性伴侣使用安全套、性伴侣的艾滋病毒感染状况以及浏览/使用微信以探索艾滋病毒预防或治疗信息和服务的频率。在以下最佳配置下,艾滋病毒感染感染率达到85.7%的峰值:年龄18-24岁,与临时伴侣持续使用安全套,伴侣艾滋病毒感染状况不明,每月至少浏览/使用微信一次以了解艾滋病毒预防或治疗信息和服务。未来的艾滋病毒传播推广战略应优先考虑以青年为中心的数字教育,通过微信、规范安全套使用加强和伙伴发起的艾滋病毒传播鼓励来实施贝叶斯网络确定的协同决定因素,在优化的可变配置下最大化吸收潜力。
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来源期刊
CiteScore
5.60
自引率
13.20%
发文量
299
期刊介绍: The official publication of the International Academy of Sex Research, the journal is dedicated to the dissemination of information in the field of sexual science, broadly defined. Contributions consist of empirical research (both quantitative and qualitative), theoretical reviews and essays, clinical case reports, letters to the editor, and book reviews.
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