Evidence map›Paper›PMID 41502448›Full record

ArticleJournal of migration and health2026

Health care use as an aspect of immigrant integration? An analysis of health care cost convergence among new immigrants and natives in Finland.

Maria Vaalavuo, Tuukka Holster, Natalia Skogberg, Heidi Kuusinen

Abstract read
In one paragraph

Article in Journal of migration and health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Maria VaalavuoFinnish Institute for Health and Welfare, PL 30, 00271 Helsinki, Finland.
Tuukka HolsterFinnish Institute for Health and Welfare, PL 30, 00271 Helsinki, Finland.
Natalia SkogbergFinnish Institute for Health and Welfare, PL 30, 00271 Helsinki, Finland.
Heidi KuusinenFinnish Institute for Health and Welfare, PL 30, 00271 Helsinki, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The aim of this study is to analyse 1) how average health care costs differ between newly arrived immigrants and natives in Finland, 2) whether the costs of immigrants converge to the level of natives over time, and 3) how other factors of integration are associated with convergence in health care use. We use individual-level register data on total working-age (18-64) population living in Finland between 2008 and 2017 combined with their health care use in public specialized health care. We focus on immigrants who arrived in Finland between 2008-2010. To illustrate trajectories in health care costs, we employ growth curve models. Our results show that immigrants have lower health care costs compared to natives: on average native costs are 1.6 times higher than those of immigrants. Moreover, they do not converge to the native level over a 7-years observation period. This finding of little convergence over time holds also among immigrants who have more local social, cultural, and economic capital, although the native-immigrant gap is narrower among more integrated immigrants. Notably, the costs differ remarkably between different immigrant groups and by other factors. Information on these differences is crucial for assessing equity in the distribution of health care. In addition to better health among immigrants, lower health care use among immigrants may indicate, for example, different approaches to health care use or unmet needs due to barriers to accessing health care services. To make informed policy decisions, future research is needed to uncover the factors behind the lower health care use among immigrants and whether this affects health outcomes and health inequality.

Indexed as

Health care costsHealth care useHealthy immigrant effectImmigrationIntegrationRegister data

Identifiers

PMID41502448
PMCPMC12771491

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.