Searching for settlement information on Reddit

IF 1.6 3区 社会学 Q2 DEMOGRAPHY International Migration Pub Date : 2024-05-02 DOI:10.1111/imig.13261
Stein Monteiro
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Abstract

Newcomers are using informal means to find settlement information that is also freely available through formal settlement service providers. Newcomers may seek settlement information on Reddit when the same information might be found through a settlement service provider. This study finds that several Reddit submissions can be categorized in at least one or more of the formal settlement service categories. There is some overlap between informal conversations on Reddit and formalized settlement services. However, informal spaces go beyond providing settlement information in formalized categories. These results suggest that there is scope for policymakers to take a closer look at online conversations to better understand the needs of newcomers when they are looking for information about settling in Canada before and after they arrive. There is the potential to use this information to identify service gaps and create new funded settlement service categories. There is also the potential to accurately train a machine learning model to classify new Reddit submissions and produce real-time advice to policymakers on newcomer information needs.

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在 Reddit 上搜索定居信息
新移民正在使用非正规途径来寻找结算信息,而这些信息也可以通过正规的结算服务提供商免费获得。新移民可能会在 Reddit 上寻找和解信息,而同样的信息可能会通过和解服务提供商找到。本研究发现,在 Reddit 上提交的一些信息至少可以归入一个或多个正式和解服务类别。Reddit 上的非正式对话与正式结算服务之间存在一些重叠。然而,非正式空间超出了提供正式类别结算信息的范围。这些结果表明,政策制定者可以更仔细地研究在线对话,以便更好地了解新移民在抵达加拿大之前和之后寻找定居信息时的需求。我们有可能利用这些信息来确定服务缺口,并创建新的资助定居服务类别。此外,还可以准确地训练机器学习模型,对新提交的 Reddit 进行分类,并就新移民的信息需求向政策制定者提供实时建议。
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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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