论文标题

使用可穿戴的接近传感器来表征马拉维乡村的社交接触模式

Using wearable proximity sensors to characterize social contact patterns in a village of rural Malawi

论文作者

Ozella, Laura, Paolotti, Daniela, Lichand, Guilherme, Rodriguez, Jorge P., Haenni, Simon, Phuka, John, Leal-Neto, Onicio B., Cattuto, Ciro

论文摘要

测量个人之间的紧密近似相互作用可以提供有关人类社区社会联系的关键信息。通过本研究,我们基于接近传感器的技术报告了马拉维农村村庄中接触模式的定量评估,该技术允许对社会接触进行高分辨率的测量。该系统提供了有关该村庄社区结构,个人之间的社会关系和社会分类以及村庄内每日联系活动的信息。我们的发现表明,社交网络提出了与家庭成员高度相关的社区,从而证实了村庄内家庭关系的重要性。家庭内部的接触主要发生在成年人和儿童以及成人和青少年之间。该结果表明,成年人在家庭中的主要作用是对最小的人的照顾。大多数家庭间互动发生在看护人和青少年之间。我们研究了参与者与他们共享类似属性的个人互动(即分类性)的趋势。在室间网络中观察到年龄和性别分类,这表明,不属于同一家庭群体的个人更喜欢与他们具有相似年龄和性别的人互动。在家庭内网络中观察到年龄分离。家庭成员在午餐时间和晚餐时间聚集在一起。相比之下,不属于同一家庭的人从早晨开始表现出不断增长的接触活动,下午最高却达到了最高的接触活动。这项研究中使用的数据收集基础架构似乎非常有效地通过收集高分辨率的时间数据并访问了解村庄社会环境所需的信息水平,从而非常有效地捕获联系人的动态。

Measuring close proximity interactions between individuals can provide key information on social contacts in human communities. With the present study, we report the quantitative assessment of contact patterns in a village in rural Malawi, based on proximity sensors technology that allows for high-resolution measurements of social contacts. The system provided information on community structure of the village, on social relationships and social assortment between individuals, and on daily contacts activity within the village. Our findings revealed that the social network presented communities that were highly correlated with household membership, thus confirming the importance of family ties within the village. Contacts within households occur mainly between adults and children, and adults and adolescents. This result suggests that the principal role of adults within the family is the care for the youngest. Most of the inter-household interactions occurred among caregivers and among adolescents. We studied the tendency of participants to interact with individuals with whom they shared similar attributes (i.e., assortativity). Age and gender assortativity were observed in inter-household network, showing that individuals not belonging to the same family group prefer to interact with people with whom they share similar age and gender. Age disassortativity is observed in intra-household networks. Family members congregate in the early morning, during lunch time and dinner time. In contrast, individuals not belonging to the same household displayed a growing contact activity from the morning, reaching a maximum in the afternoon. The data collection infrastructure used in this study seems to be very effective to capture the dynamics of contacts by collecting high resolution temporal data and to give access to the level of information needed to understand the social context of the village.

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