Paths to integration: earnings, skill investments, and outmigration across immigrant admission categories

Abstract We document substantial heterogeneity in labor market integration, skill investments, and outmigration across immigrant admission categories. Using newly available data on residence permits in Finland, we establish four facts. First, there are large initial differences in employment and earnings across labor, family, refugee, student, and European Union migrants. Second, these differences diminish substantially over time. Third, the groups make distinct investments in country‐specific and general skills. Fourth, both the prevalence of and selection into outmigration vary widely across admission categories. These findings align with models where investments in skills depend on the expected length of stay in the host country.

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Publication Details

Journal
Scandinavian Journal of Economics
Published
2025-09-29
DOI
https://doi.org/10.1111/sjoe.70000
Citations
1
Primary Topic
Migration and Labor Dynamics
Type
article
Field-Weighted Citation Impact
4.20
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article

Paths to integration: earnings, skill investments, and outmigration across immigrant admission categories

Matti Sarvimäki, Hanna Pesola, Tuomo Virkola
1 citations
Scandinavian Journal of Economics
Migration and Labor Dynamics
4.20
article

Paths to integration: earnings, skill investments, and outmigration across immigrant admission categories

Matti Sarvimäki, Hanna Pesola, Tuomo Virkola
article en
1 citations

Abstract

Abstract We document substantial heterogeneity in labor market integration, skill investments, and outmigration across immigrant admission categories. Using newly available data on residence permits in Finland, we establish four facts. First, there are large initial differences in employment and earnings across labor, family, refugee, student, and European Union migrants. Second, these differences diminish substantially over time. Third, the groups make distinct investments in country‐specific and general skills. Fourth, both the prevalence of and selection into outmigration vary widely across admission categories. These findings align with models where investments in skills depend on the expected length of stay in the host country.

Scandinavian Journal of EconomicsVol. 127(4)
VATT Institute for Economic Research (FI), Aalto University (FI)
Openalex Percentile: Top 5%
Migration and Labor Dynamics
4.20
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