The Role of Emerging Predictive IT Tools in Effective Migration Governance

Detalhes bibliográficos
Autor(a) principal: Blasi Casagran, Cristina
Data de Publicação: 2021
Outros Autores: Boland, Colleen, Sánchez-Montijano, Elena, Vilà Sanchez, Eva
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: https://doi.org/10.17645/pag.v9i4.4436
Resumo: Predicting mass migration is one of the main challenges for policymakers and NGOs working with migrants worldwide. Recently there has been a considerable increase in the use of computational techniques to predict migration flows, and advances have allowed for application of improved algorithms in the field. However, given the rapid pace of technological development facilitating these new predictive tools and methods for migration, it is important to address the extent to which such instruments and techniques engage with and impact migration governance. This study provides an in-depth examination of selected existing predictive tools in the migration field and their impact on the governance of migratory flows. It focuses on a comparative qualitative examination of these tools’ scope, as well as how these characteristics link to their respective underlying migration theory, research question, or objective. It overviews how several organisations have developed tools to predict short- or longer-term migration patterns, or to assess and estimate migration uncertainties. At the same time, it demonstrates how and why these instruments continue to face limitations that in turn affect migration management, especially as it relates to increasing EU institutional and stakeholder efforts to forecast or predict mixed migration. The main predictive migration tools in use today cover different scopes and uses, and as such are equally valid in shaping the requirements for a future, fully comprehensive predictive migration tool. This article provides clarity on the requirements and features for such a tool and draws conclusions as to the risks and opportunities any such tool could present for the future of EU migration governance.
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spelling The Role of Emerging Predictive IT Tools in Effective Migration GovernanceEuropean Union; forecasting; migration governance; predictive toolsPredicting mass migration is one of the main challenges for policymakers and NGOs working with migrants worldwide. Recently there has been a considerable increase in the use of computational techniques to predict migration flows, and advances have allowed for application of improved algorithms in the field. However, given the rapid pace of technological development facilitating these new predictive tools and methods for migration, it is important to address the extent to which such instruments and techniques engage with and impact migration governance. This study provides an in-depth examination of selected existing predictive tools in the migration field and their impact on the governance of migratory flows. It focuses on a comparative qualitative examination of these tools’ scope, as well as how these characteristics link to their respective underlying migration theory, research question, or objective. It overviews how several organisations have developed tools to predict short- or longer-term migration patterns, or to assess and estimate migration uncertainties. At the same time, it demonstrates how and why these instruments continue to face limitations that in turn affect migration management, especially as it relates to increasing EU institutional and stakeholder efforts to forecast or predict mixed migration. The main predictive migration tools in use today cover different scopes and uses, and as such are equally valid in shaping the requirements for a future, fully comprehensive predictive migration tool. This article provides clarity on the requirements and features for such a tool and draws conclusions as to the risks and opportunities any such tool could present for the future of EU migration governance.Cogitatio2021-10-28info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttps://doi.org/10.17645/pag.v9i4.4436oai:ojs.cogitatiopress.com:article/4436Politics and Governance; Vol 9, No 4 (2021): Migration and Refugee Flows: New Insights; 133-1452183-2463reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAPenghttps://www.cogitatiopress.com/politicsandgovernance/article/view/4436https://doi.org/10.17645/pag.v9i4.4436https://www.cogitatiopress.com/politicsandgovernance/article/view/4436/4436Copyright (c) 2021 Cristina Blasi Casagran, Colleen Boland, Elena Sánchez Montijano, Eva Vilà Sanchezhttp://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessBlasi Casagran, CristinaBoland, ColleenSánchez-Montijano, ElenaVilà Sanchez, Eva2022-12-22T15:16:47Zoai:ojs.cogitatiopress.com:article/4436Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T16:22:29.254296Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The Role of Emerging Predictive IT Tools in Effective Migration Governance
title The Role of Emerging Predictive IT Tools in Effective Migration Governance
spellingShingle The Role of Emerging Predictive IT Tools in Effective Migration Governance
Blasi Casagran, Cristina
European Union; forecasting; migration governance; predictive tools
title_short The Role of Emerging Predictive IT Tools in Effective Migration Governance
title_full The Role of Emerging Predictive IT Tools in Effective Migration Governance
title_fullStr The Role of Emerging Predictive IT Tools in Effective Migration Governance
title_full_unstemmed The Role of Emerging Predictive IT Tools in Effective Migration Governance
title_sort The Role of Emerging Predictive IT Tools in Effective Migration Governance
author Blasi Casagran, Cristina
author_facet Blasi Casagran, Cristina
Boland, Colleen
Sánchez-Montijano, Elena
Vilà Sanchez, Eva
author_role author
author2 Boland, Colleen
Sánchez-Montijano, Elena
Vilà Sanchez, Eva
author2_role author
author
author
dc.contributor.author.fl_str_mv Blasi Casagran, Cristina
Boland, Colleen
Sánchez-Montijano, Elena
Vilà Sanchez, Eva
dc.subject.por.fl_str_mv European Union; forecasting; migration governance; predictive tools
topic European Union; forecasting; migration governance; predictive tools
description Predicting mass migration is one of the main challenges for policymakers and NGOs working with migrants worldwide. Recently there has been a considerable increase in the use of computational techniques to predict migration flows, and advances have allowed for application of improved algorithms in the field. However, given the rapid pace of technological development facilitating these new predictive tools and methods for migration, it is important to address the extent to which such instruments and techniques engage with and impact migration governance. This study provides an in-depth examination of selected existing predictive tools in the migration field and their impact on the governance of migratory flows. It focuses on a comparative qualitative examination of these tools’ scope, as well as how these characteristics link to their respective underlying migration theory, research question, or objective. It overviews how several organisations have developed tools to predict short- or longer-term migration patterns, or to assess and estimate migration uncertainties. At the same time, it demonstrates how and why these instruments continue to face limitations that in turn affect migration management, especially as it relates to increasing EU institutional and stakeholder efforts to forecast or predict mixed migration. The main predictive migration tools in use today cover different scopes and uses, and as such are equally valid in shaping the requirements for a future, fully comprehensive predictive migration tool. This article provides clarity on the requirements and features for such a tool and draws conclusions as to the risks and opportunities any such tool could present for the future of EU migration governance.
publishDate 2021
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https://doi.org/10.17645/pag.v9i4.4436
https://www.cogitatiopress.com/politicsandgovernance/article/view/4436/4436
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dc.publisher.none.fl_str_mv Cogitatio
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dc.source.none.fl_str_mv Politics and Governance; Vol 9, No 4 (2021): Migration and Refugee Flows: New Insights; 133-145
2183-2463
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