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A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals

In recent decades, there has been a growing interest in comparative studies about migrant integration, assimilation and the evaluation of policies implemented for these purposes. Over the years, the Migrant Integration Policy Index (MIPEX) has become a reference on these topics. This index measures...

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Autores principales: Alaimo, Leonardo Salvatore, Amato, Francesco, Maggino, Filomena, Piscitelli, Alfonso, Seri, Emiliano
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9589746/
https://www.ncbi.nlm.nih.gov/pubmed/36312796
http://dx.doi.org/10.1007/s11205-022-03024-2
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author Alaimo, Leonardo Salvatore
Amato, Francesco
Maggino, Filomena
Piscitelli, Alfonso
Seri, Emiliano
author_facet Alaimo, Leonardo Salvatore
Amato, Francesco
Maggino, Filomena
Piscitelli, Alfonso
Seri, Emiliano
author_sort Alaimo, Leonardo Salvatore
collection PubMed
description In recent decades, there has been a growing interest in comparative studies about migrant integration, assimilation and the evaluation of policies implemented for these purposes. Over the years, the Migrant Integration Policy Index (MIPEX) has become a reference on these topics. This index measures and evaluates the policies of migrants’ integration in 52 countries over time. However, the comparison of very different countries can be difficult and, if not well conducted, can lead to misleading interpretations and evaluations of the results. The aim of this paper is to improve this comparison and facilitate the reading of the considered phenomenon, by applying a Mixture of Matrix-Normals classification model for longitudinal data. Focusing on data for 7 MIPEX dimensions from 2014 to 2019, our analysis identify 5 clusters of countries, facilitating the evaluation and the comparison of the countries within each cluster and between different clusters.
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spelling pubmed-95897462022-10-24 A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals Alaimo, Leonardo Salvatore Amato, Francesco Maggino, Filomena Piscitelli, Alfonso Seri, Emiliano Soc Indic Res Original Research In recent decades, there has been a growing interest in comparative studies about migrant integration, assimilation and the evaluation of policies implemented for these purposes. Over the years, the Migrant Integration Policy Index (MIPEX) has become a reference on these topics. This index measures and evaluates the policies of migrants’ integration in 52 countries over time. However, the comparison of very different countries can be difficult and, if not well conducted, can lead to misleading interpretations and evaluations of the results. The aim of this paper is to improve this comparison and facilitate the reading of the considered phenomenon, by applying a Mixture of Matrix-Normals classification model for longitudinal data. Focusing on data for 7 MIPEX dimensions from 2014 to 2019, our analysis identify 5 clusters of countries, facilitating the evaluation and the comparison of the countries within each cluster and between different clusters. Springer Netherlands 2022-10-23 2023 /pmc/articles/PMC9589746/ /pubmed/36312796 http://dx.doi.org/10.1007/s11205-022-03024-2 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Research
Alaimo, Leonardo Salvatore
Amato, Francesco
Maggino, Filomena
Piscitelli, Alfonso
Seri, Emiliano
A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals
title A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals
title_full A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals
title_fullStr A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals
title_full_unstemmed A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals
title_short A Comparison of Migrant Integration Policies via Mixture of Matrix-Normals
title_sort comparison of migrant integration policies via mixture of matrix-normals
topic Original Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9589746/
https://www.ncbi.nlm.nih.gov/pubmed/36312796
http://dx.doi.org/10.1007/s11205-022-03024-2
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