Scopus:
The Impact of Refugees on Income Inequality in Developing Countries by Using Quantile Regression, ANN, Fixed and Random Effect

dc.contributor.authorOzyilmaz A.
dc.contributor.authorBayraktar Y.
dc.contributor.authorIsik E.
dc.contributor.authorToprak M.
dc.contributor.authorOlgun M.F.
dc.contributor.authorAydin S.
dc.contributor.authorGuloglu T.
dc.date.accessioned2023-04-11T22:24:30Z
dc.date.accessioned2023-04-12T00:29:35Z
dc.date.available2023-04-11T22:24:30Z
dc.date.available2023-04-12T00:29:35Z
dc.date.issued2022-08-01
dc.description.abstractRefugees affect the hosting countries both politically and economically, but the size of impact differs among these societies. While this effect emerges mostly in the form of cultural cohesion, security, and racist discourses in developed societies, it mostly stands out with its economic dimension such as unemployment, growth, and inflation in developing countries. Although different reflections exist in different societies, the reaction is expected to be higher if it affects social welfare negatively. Accordingly, one of the parameters that should be addressed is the effect of refugees on income distribution since the socio-economic impact is multifaceted. In this study, the effect of refugees on income inequality is analyzed by using quantile regression with fixed effects and Driscoll–Kraay Fixed Effect (FE)/Random Effect (RE) methods for the period of 1991 to 2020 in the 25 largest refugee-hosting developing countries. According to the findings of the study, the functional form of the relationship between refugees and income inequality in the countries is N-shaped. Accordingly, refugees first increase income inequality, decrease it after reaching a certain level, and then start increasing it, albeit at a low level.
dc.identifier.doi10.3390/su14159223
dc.identifier.scopus2-s2.0-85136913578
dc.identifier.urihttps://hdl.handle.net/20.500.12597/3938
dc.relation.ispartofSustainability (Switzerland)
dc.rightstrue
dc.subjectANN | income inequality | migration | quantile regression | refugee
dc.titleThe Impact of Refugees on Income Inequality in Developing Countries by Using Quantile Regression, ANN, Fixed and Random Effect
dc.typeArticle
dspace.entity.typeScopus
oaire.citation.issue15
oaire.citation.volume14
person.affiliation.nameKocaeli Üniversitesi
person.affiliation.nameIstanbul Üniversitesi
person.affiliation.nameMalatya Turgut Ozal University
person.affiliation.nameİstanbul Sabahattin Zaim University
person.affiliation.nameKastamonu University
person.affiliation.nameSouthern Illinois University Carbondale
person.affiliation.nameYalova Üniversitesi
person.identifier.orcid0000-0001-9201-2508
person.identifier.orcid0000-0002-6179-5746
person.identifier.orcid0000-0001-9217-6318
person.identifier.orcid0000-0002-2728-0714
person.identifier.orcid0000-0002-3532-0106
person.identifier.scopus-author-id57221197834
person.identifier.scopus-author-id57221204085
person.identifier.scopus-author-id57205761461
person.identifier.scopus-author-id6603896828
person.identifier.scopus-author-id57221205634
person.identifier.scopus-author-id57219056973
person.identifier.scopus-author-id55178558600
relation.isPublicationOfScopuse07fb688-814f-43e6-bcb9-3bda903c161b
relation.isPublicationOfScopus.latestForDiscoverye07fb688-814f-43e6-bcb9-3bda903c161b

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