The role of firms in the economic assimilation of refugees

Hiromi Yumoto, Matt Cole, Ceren Ozgen, Liza Jabbour
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 MethodUsing Dutch wage and refugee registration data from 2014 to 2021, we employ a two-way effects model, also called the AKM model, and the Blinder-Oxaca decompose model, in order to decompose the refugee-native pay gap into firm sorting and pay-setting effects.
 ResultsOur findings indicate that refugees in the Netherlands earn only a third of the average earnings of native workers and that 17% of the pay gap can be explained by firm sorting effects. Pay-setting effects are found to be negative, indicating that the pay-setting channel works to reduce pay gaps between natives and refugees. Limited access to higher-paying firms may lead to a mismatch between refugees' abilities and earnings, exacerbating the adverse impact of firm sorting.
 ConclusionTo promote refugee economic assimilation, higher-paying firms should provide accessible job opportunities based on fair assessments of refugees' skills. Our analysis underscores the importance of understanding and addressing the role of firm sorting in widening refugee-native pay gaps, and highlights the potential of pay-setting effects to reduce such gaps.","PeriodicalId":132937,"journal":{"name":"International Journal for Population Data Science","volume":"61 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-09-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"International Journal for Population Data Science","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23889/ijpds.v8i2.2335","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract

ObjectivesTo investigate the extent to which firm sorting effects influence the refugee-native earning gap in the Netherlands, and to examine the role of pay-setting effects in widening or narrowing the gap. MethodUsing Dutch wage and refugee registration data from 2014 to 2021, we employ a two-way effects model, also called the AKM model, and the Blinder-Oxaca decompose model, in order to decompose the refugee-native pay gap into firm sorting and pay-setting effects. ResultsOur findings indicate that refugees in the Netherlands earn only a third of the average earnings of native workers and that 17% of the pay gap can be explained by firm sorting effects. Pay-setting effects are found to be negative, indicating that the pay-setting channel works to reduce pay gaps between natives and refugees. Limited access to higher-paying firms may lead to a mismatch between refugees' abilities and earnings, exacerbating the adverse impact of firm sorting. ConclusionTo promote refugee economic assimilation, higher-paying firms should provide accessible job opportunities based on fair assessments of refugees' skills. Our analysis underscores the importance of understanding and addressing the role of firm sorting in widening refugee-native pay gaps, and highlights the potential of pay-setting effects to reduce such gaps.
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企业在难民经济同化中的作用
目的:调查企业分类效应对荷兰难民-本国收入差距的影响程度,并检验薪酬设定效应在扩大或缩小差距方面的作用。 方法利用2014 - 2021年荷兰工资和难民登记数据,采用双向效应模型(也称为AKM模型)和Blinder-Oxaca分解模型,将难民与本国工资差距分解为企业分类效应和薪酬设定效应。结果我们的研究结果表明,荷兰的难民收入仅为当地工人平均收入的三分之一,17%的收入差距可以用公司分类效应来解释。薪酬设定效应被发现是负面的,这表明薪酬设定渠道可以缩小本地人和难民之间的薪酬差距。进入高薪公司的机会有限,可能导致难民的能力和收入不匹配,加剧了公司分类的不利影响。 结论为促进难民经济同化,高薪企业应在公平评估难民技能的基础上提供可获得的就业机会。我们的分析强调了理解和解决企业分拣在扩大难民与本国薪酬差距中的作用的重要性,并强调了薪酬设定效应在缩小这种差距方面的潜力。
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