首页> 外文期刊>International Journal of Modern Physics, C. Physics and Computers >INTERPLAY BETWEEN HIV/AIDS EPIDEMICS AND DEMOGRAPHIC STRUCTURES BASED ON SEXUAL CONTACT NETWORKS
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INTERPLAY BETWEEN HIV/AIDS EPIDEMICS AND DEMOGRAPHIC STRUCTURES BASED ON SEXUAL CONTACT NETWORKS

机译:基于性接触网络的艾滋病毒/艾滋病流行病与人口结构的相互作用

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摘要

In this article, we propose a network spreading model for HIV epidemics, wherein each individual is represented by a node of the transmission network and the edges are the connections between individuals along which the infection may spread. The sexual activity of each individual, measured by its degree, is not homogeneous but obeys a power-law distribution. Due to the heterogeneity of activity, the infection can persistently exist at a very low prevalence, which has been observed in the real data but cannot be illuminated by previous models with homogeneous mixing hypothesis. The model displays a clear picture of hierarchical spread: In the early stage the infection is adhered to these high-risk persons, and then, diffuses toward low-risk population. Furthermore, we find that to reduce the risky behaviors is much more effective in the fight against HIV/AIDS rather than the antiretroviral drug therapies. The prediction results show that the development of epidemics can be roughly categorized intothree patterns for different countries, and the pattern of a given country is mainly determined by the average sex-activity and transmission probability per sexual partner. In most cases, the effect of HIV epidemics on demographic structure is very small. However, for some extremely countries, like Botswana, the number of sex-active people can be depressed to nearly a half by AIDS.
机译:在本文中,我们提出了一种针对HIV流行病的网络传播模型,其中,每个人都由传播网络的一个节点表示,边缘是个人之间感染可能沿着其传播的连接。每个人的性活动,按其程度衡量,不是同质的,而是服从幂律分布。由于活动的异质性,感染可以以非常低的患病率持续存在,这在实际数据中已经观察到,但不能由以前采用同质混合假设的模型加以阐明。该模型显示了清晰的层次分布图:在早期阶段,感染会粘附在这些高危人群上,然后向低危人群扩散。此外,我们发现减少危险行为在抗击艾滋病毒/艾滋病方面比抗逆转录病毒药物疗法更为有效。预测结果表明,流行病的发展大致可分为不同国家的三种模式,给定国家的模式主要由平均性活动和每个性伴侣的传播概率决定。在大多数情况下,艾滋病流行对人口结构的影响很小。但是,对于某些极端国家(例如博茨瓦纳),爱滋病患者的人数可能会减少到将近一半。

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