Epidemiology. 2018 Jan;29(1):117-125. doi: 10.1097/EDE.0000000000000751.
Human mobility is important for infectious disease spread. However, little is known about how travel varies by demographic groups and how this heterogeneity influences infectious disease risk.
We analyzed 10 years of survey data from 15 communities in a remote but rapidly changing region in rural Ecuador where road development in the past 15-20 years has dramatically changed travel. We identify determinants of travel and incorporate them into an infection transmission model.
Individuals living in communities more remote at baseline had lower travel rates compared with less remote villages (adjusted odds ratio [OR] = 0.51; 95% confidence interval [CI] = 0.38, 0.67). Our model predicts that less remote villages are, therefore, at increased disease risk. Though road building and travel increased for all communities, this risk differential remained over 10 years of observation. Our transmission model also suggests that travelers and nontravelers have different roles in disease transmission. Adults travel more than children (adjusted OR = 1.73; 95% CI = 1.30, 2.31) and therefore disseminate infection from population centers to rural communities. Children are more likely than adults to be infected locally (attributable fraction = 0.24 and 0.09, respectively) and were indirectly affected by adult travel patterns.
These results reinforce the importance of large population centers for regional transmission and show that children and adults may play different roles in disease spread. Changing transportation infrastructure and subsequent economic and social transitions are occurring worldwide, potentially causing increased regional risk of disease.
人类流动对于传染病的传播很重要。然而,人们对于不同人群的旅行方式差异以及这种异质性如何影响传染病风险知之甚少。
我们分析了厄瓜多尔农村一个偏远但变化迅速的地区 15 个社区 10 年的调查数据,该地区过去 15-20 年的道路发展极大地改变了旅行方式。我们确定了旅行的决定因素,并将其纳入传染病传播模型。
与较偏远的村庄相比,基线时居住在较偏远社区的个体旅行率较低(调整后的优势比[OR] = 0.51;95%置信区间[CI] = 0.38,0.67)。因此,我们的模型预测较偏远的村庄面临更高的疾病风险。尽管所有社区的道路建设和旅行都有所增加,但这种风险差异在 10 年的观察中仍然存在。我们的传播模型还表明,旅行者和非旅行者在疾病传播中扮演着不同的角色。成年人比儿童旅行更多(调整后的 OR = 1.73;95% CI = 1.30,2.31),因此将感染从人口中心传播到农村社区。儿童比成年人更有可能在当地感染(归因分数分别为 0.24 和 0.09),并且受到成人旅行模式的间接影响。
这些结果强调了大型人口中心对区域传播的重要性,并表明儿童和成年人在疾病传播中可能扮演不同的角色。全球范围内正在发生改变交通基础设施以及随后的经济和社会转型,可能导致疾病的区域性风险增加。