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Can We Rely on Projections of the Immigrant Population? The Case of Norway
Demographic forecasters must be realistic about how well they can predict future populations, and it is important that they include estimates of uncertainty in their forecasts. Here we focus on the future development of the immigrant population of Norway and their Norwegian-born children (“second ge...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Netherlands
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643711/ https://www.ncbi.nlm.nih.gov/pubmed/37955802 http://dx.doi.org/10.1007/s10680-023-09675-2 |
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author | Keilman, Nico |
author_facet | Keilman, Nico |
author_sort | Keilman, Nico |
collection | PubMed |
description | Demographic forecasters must be realistic about how well they can predict future populations, and it is important that they include estimates of uncertainty in their forecasts. Here we focus on the future development of the immigrant population of Norway and their Norwegian-born children (“second generation”), grouped by three categories of country background: 1. West European countries plus the United States, Canada, Australia, and New Zealand; 2. Central and East European countries that are members of the European Union; 3. other countries. We show how to use a probabilistic forecast to assess the reliability of projections of the immigrant population and their children. We employ the method of random shares using data for immigrants and their children for 2000–2021. We model their age- and sex-specific shares relative to the whole population. Relational models are used for the age patterns in these shares, and time series models to extrapolate the parameters of the age patterns. We compute a probabilistic forecast for six population sub-groups with immigration background, and one for non-immigrants. The probabilistic forecast is calibrated against Statistics Norway’s official population projection. We find that a few population trends are quite certain: strong increases to 2060 in the size of the immigrant population (more specifically those who belong to country group 3) and of Norwegian-born children of immigrants. However, prediction intervals around the forecasts of immigrants and their children by one-year age groups are so wide that these forecasts are not reliable. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10680-023-09675-2. |
format | Online Article Text |
id | pubmed-10643711 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-106437112023-11-13 Can We Rely on Projections of the Immigrant Population? The Case of Norway Keilman, Nico Eur J Popul Original Research Demographic forecasters must be realistic about how well they can predict future populations, and it is important that they include estimates of uncertainty in their forecasts. Here we focus on the future development of the immigrant population of Norway and their Norwegian-born children (“second generation”), grouped by three categories of country background: 1. West European countries plus the United States, Canada, Australia, and New Zealand; 2. Central and East European countries that are members of the European Union; 3. other countries. We show how to use a probabilistic forecast to assess the reliability of projections of the immigrant population and their children. We employ the method of random shares using data for immigrants and their children for 2000–2021. We model their age- and sex-specific shares relative to the whole population. Relational models are used for the age patterns in these shares, and time series models to extrapolate the parameters of the age patterns. We compute a probabilistic forecast for six population sub-groups with immigration background, and one for non-immigrants. The probabilistic forecast is calibrated against Statistics Norway’s official population projection. We find that a few population trends are quite certain: strong increases to 2060 in the size of the immigrant population (more specifically those who belong to country group 3) and of Norwegian-born children of immigrants. However, prediction intervals around the forecasts of immigrants and their children by one-year age groups are so wide that these forecasts are not reliable. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s10680-023-09675-2. Springer Netherlands 2023-11-13 /pmc/articles/PMC10643711/ /pubmed/37955802 http://dx.doi.org/10.1007/s10680-023-09675-2 Text en © The Author(s) 2023 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 Keilman, Nico Can We Rely on Projections of the Immigrant Population? The Case of Norway |
title | Can We Rely on Projections of the Immigrant Population? The Case of Norway |
title_full | Can We Rely on Projections of the Immigrant Population? The Case of Norway |
title_fullStr | Can We Rely on Projections of the Immigrant Population? The Case of Norway |
title_full_unstemmed | Can We Rely on Projections of the Immigrant Population? The Case of Norway |
title_short | Can We Rely on Projections of the Immigrant Population? The Case of Norway |
title_sort | can we rely on projections of the immigrant population? the case of norway |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10643711/ https://www.ncbi.nlm.nih.gov/pubmed/37955802 http://dx.doi.org/10.1007/s10680-023-09675-2 |
work_keys_str_mv | AT keilmannico canwerelyonprojectionsoftheimmigrantpopulationthecaseofnorway |