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A cave small world network model for HIV transmission among drug users sharing syringe

机译:一个洞穴小世界网络模型,用于在共用注射器的吸毒者之间传播艾滋病毒

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Injecting drug users (IDU) sharing syringe is a major mode of Human Immunodeficiency Virus (HIV) transmission. Intervention Measures such as voluntary counseling and HIV testing, free syringe exchange programs and free antiretroviral treatment (ART) play important role in IDU HIV transmission dynamics and success of prevention. This paper presents a Cave Small World agent network model for simulating the interaction and evolution of IDU individual behaviors, IDU networks and HIV prevention interventions. A Cave Small World agent network is a social network with community structure. This network is composed of many small IDU subgroups, and agents in the same group are strongly connected while the connections between different subgroups are weak. The model can well reproduce the main characteristics of IDU network. Each individual agent on network has his own specified information and rules to react to HIV prevention interventions. Exploratory simulation results are consistent with empirical studies demonstrating that the effectiveness of a combination of interventions, including voluntary counseling and HIV testing, free syringe exchange programs and ART. Our model can be used to identify potential collective benefits of combination prevention interventions for IDU HIV transmission.
机译:共用注射器的注射吸毒者(IDU)是人类免疫缺陷病毒(HIV)传播的一种主要方式。干预措施,如自愿咨询和HIV检测,免费注射器更换计划和免费抗逆转录病毒治疗(ART),在IDU HIV传播动态和预防成功中起着重要作用。本文介绍了一个洞穴小世界代理网络模型,用于模拟IDU个人行为,IDU网络和HIV预防干预措施的相互作用和演变。洞穴小世界代理网络是具有社区结构的社交网络。该网络由许多小的IDU子组组成,并且同一组中的代理牢固连接,而不同子组之间的连接较弱。该模型可以很好地再现IDU网络的主要特征。网络上的每个个体都具有自己指定的信息和规则,以对HIV预防干预措施做出反应。探索性的模拟结果与经验研究一致,证明了包括自愿咨询和HIV测试,免费注射器更换计划和ART在内的干预措施组合的有效性。我们的模型可用于识别针对IDU HIV传播的联合预防干预措施的潜在集体利益。

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