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Searching for migration: estimating Japanese migration to Europe with Google Trends data
In recent research, Google Trends data has been identified as a potentially useful data source to complement or even replace otherwise traditional data for predicting migration flows. However, the research on this is in its infancy, and as of yet suffers from a distinctive Western bias both in the t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9662772/ https://www.ncbi.nlm.nih.gov/pubmed/36405390 http://dx.doi.org/10.1007/s11135-022-01560-0 |
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author | Leysen, Bert Verhaeghe, Pieter-Paul |
author_facet | Leysen, Bert Verhaeghe, Pieter-Paul |
author_sort | Leysen, Bert |
collection | PubMed |
description | In recent research, Google Trends data has been identified as a potentially useful data source to complement or even replace otherwise traditional data for predicting migration flows. However, the research on this is in its infancy, and as of yet suffers from a distinctive Western bias both in the topics covered as in the applicability of the methods. To examine its wider utility, this paper evaluates the predictive potential of Google Trends data, which captures Google search frequencies, but applies it to the case of Japanese migration flows to Europe. By doing so, we focus on some of the specific challenging aspects of the Japanese language, such as its various writing systems, and of its migration flows, characterized by its relative stability and sometimes limit size. In addition, this research investigates to what extent Google Trends data can be used to empirically test theory in the form of the aspirations and (cap)ability approach. The results show that after careful consideration, this method has the potential to reach satisfactory predictions, but that there are many obstacles to overcome. As such, sufficient care and prior investigation are paramount when attempting this method for less straightforward cases, and additional studies need to address some of the key limitations more in detail to validate or annul some of the findings presented here. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11135-022-01560-0. |
format | Online Article Text |
id | pubmed-9662772 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-96627722022-11-14 Searching for migration: estimating Japanese migration to Europe with Google Trends data Leysen, Bert Verhaeghe, Pieter-Paul Qual Quant Article In recent research, Google Trends data has been identified as a potentially useful data source to complement or even replace otherwise traditional data for predicting migration flows. However, the research on this is in its infancy, and as of yet suffers from a distinctive Western bias both in the topics covered as in the applicability of the methods. To examine its wider utility, this paper evaluates the predictive potential of Google Trends data, which captures Google search frequencies, but applies it to the case of Japanese migration flows to Europe. By doing so, we focus on some of the specific challenging aspects of the Japanese language, such as its various writing systems, and of its migration flows, characterized by its relative stability and sometimes limit size. In addition, this research investigates to what extent Google Trends data can be used to empirically test theory in the form of the aspirations and (cap)ability approach. The results show that after careful consideration, this method has the potential to reach satisfactory predictions, but that there are many obstacles to overcome. As such, sufficient care and prior investigation are paramount when attempting this method for less straightforward cases, and additional studies need to address some of the key limitations more in detail to validate or annul some of the findings presented here. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s11135-022-01560-0. Springer Netherlands 2022-11-14 /pmc/articles/PMC9662772/ /pubmed/36405390 http://dx.doi.org/10.1007/s11135-022-01560-0 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 | Article Leysen, Bert Verhaeghe, Pieter-Paul Searching for migration: estimating Japanese migration to Europe with Google Trends data |
title | Searching for migration: estimating Japanese migration to Europe with Google Trends data |
title_full | Searching for migration: estimating Japanese migration to Europe with Google Trends data |
title_fullStr | Searching for migration: estimating Japanese migration to Europe with Google Trends data |
title_full_unstemmed | Searching for migration: estimating Japanese migration to Europe with Google Trends data |
title_short | Searching for migration: estimating Japanese migration to Europe with Google Trends data |
title_sort | searching for migration: estimating japanese migration to europe with google trends data |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9662772/ https://www.ncbi.nlm.nih.gov/pubmed/36405390 http://dx.doi.org/10.1007/s11135-022-01560-0 |
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