Connecting the dots: Using social network analysis to disentangle the factors driving international migration

IF 1.6 3区 社会学 Q2 DEMOGRAPHY
Cassie McMillan
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Abstract

Migration scholars and policymakers continue to question why international migration corridors develop. In the current project, I argue that there is value in applying a social network approach to disentangle the processes that drive international migration. Using data on migration between 173 countries from 2010 to 2015, I construct a migration network where nodes are countries and edges are flows weighted by the number of people making an international move. Then, I apply valued exponential random graph models to determine whether multiple factors govern the global movement of people. I find that the international migration network is defined by an overrepresentation of transitive triads and unreciprocated dyads, even when multiple economic, migrant network, macro-level and environmental factors are also considered. Results suggest that after accounting for the volume of migration flows and various, theoretically-informed drivers of international migration, the network continues to resemble a stratified ranking of destinations.
连接点:利用社会网络分析厘清国际移民的驱动因素
移民学者和政策制定者一直在质疑国际移民走廊发展的原因。在当前的项目中,我认为应用社会网络方法来厘清推动国际移民的过程是有价值的。利用 2010 年至 2015 年 173 个国家之间的移民数据,我构建了一个移民网络,其中节点是国家,边是按国际移民人数加权的流量。然后,我运用有估值的指数随机图模型来确定全球人口流动是否受多种因素影响。我发现,即使同时考虑到经济、移民网络、宏观层面和环境等多重因素,国际移民网络也是由反式三元组和非互惠二元组所定义的。结果表明,在考虑了移民流量和各种理论上的国际移民驱动因素之后,移民网络仍然类似于目的地的分层排序。
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来源期刊
CiteScore
3.70
自引率
10.50%
发文量
130
期刊介绍: International Migration is a refereed, policy oriented journal on migration issues as analysed by demographers, economists, sociologists, political scientists and other social scientists from all parts of the world. It covers the entire field of policy relevance in international migration, giving attention not only to a breadth of topics reflective of policy concerns, but also attention to coverage of all regions of the world and to comparative policy.
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