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Network analysis of internal migration in Croatia

机译:克罗地亚内部迁徙网络分析

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Migration, and urbanization as its consequence, is among the most intricate political and scientific topics, predicted to have huge effects on human lives in the near future. Thus being said, previous works have mainly focused on international migration, and the research on internal migration outside of the US is scarce, and in the case of Europe—the ubiquitous center of migration affairs—only in its infancy. Observing migration between settlements, especially using network analysis indicators and models, can help to explain and predict migration, as well as urbanization originating from internal migration. We therefore conducted a network analysis of internal migration in Croatia, providing insights into the size of internal migration in population, and relative sizes between intra-settlement migration, inter-settlement migration and population. Through centrality analysis, we provide insights into hierarchy of importance, especially, in terms of the overall flow and overall attractiveness of particular settlements in the network. The analysis of the network structure reveals high presence of reciprocity and thus the importance of internal migration to urbanization, as well as the systematic abandonment of large cities in the east of the country. The application of three different community detection algorithms provides insights for the policy domain in terms of the compatibility of the current country administrative subdivision schemes and the subdivision implied by migration patterns. For network scholars, the analysis at hand reveals the status quo in applied network analysis to migration, the works published, the measures used, and potential metrics outside those applied which may be used to better explain and predict the intricate phenomenon of human migration.
机译:作为其后果的移民和城市化是最复杂的政治和科学主题之一,预计在不久的将来对人类生活具有巨大影响。如此说,以前的作品主要集中在国际移徙中,而美国以外的内部迁徙研究是稀缺的,并且在欧洲 - 普遍存在的移民事务中心 - 仅在其婴儿期间。观察定居点之间的迁移,特别是使用网络分析指标和模型,可以帮助解释和预测迁移,以及来自内部迁移的城市化。因此,我们对克罗地亚进行了内部迁徙的网络分析,提供了对人口内部迁徙规模的见解,以及结算迁移,结算间移民和人口之间的相对大小。通过中心分析,我们提供了对重要性等级的见解,特别是在网络中特别定居点的整体流动和整体吸引力方面。网络结构的分析揭示了互惠的高度,并因此迁移到城市化的重要性,以及该国东部大城市的系统遗弃。三种不同的社区检测算法的应用在当前国家/地区管理细分方案的兼容性方面为策略域提供了洞察力,并且迁移模式隐含的子分区。对于网络学者来说,手头的分析揭示了应用网络分析对移民的现状,所发布的作品,所使用的措施以及可能用于更好地解释和预测人类迁徙的复杂现象的措施,以及潜在的指标。

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