Evidence map›Paper›PMID 41618246›Full record

ArticleInternational journal for equity in health2026

Life-course socioeconomic circumstances and changes in leisure-time physical activity among young and early midlife employees.

Ville Päivärinne, Jatta Salmela, Jouni Lahti, Olli Pietiläinen, Anni Karjala, Anne Kouvonen, Ossi Rahkonen, Tea Lallukka

Abstract read
In one paragraph

Article in International journal for equity in health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. Article
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

8 authors.

Ville PäivärinneDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland. ville.paivarinne@helsinki.fi.
Jatta SalmelaDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland.
Jouni LahtiDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland.
Olli PietiläinenDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland.
Anni KarjalaDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland.
Anne KouvonenFaculty of Social Sciences, University of Helsinki, Helsinki, Finland.
Ossi RahkonenDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland.
Tea LallukkaDepartment of Public Health, University of Helsinki, P.O. Box 20, Helsinki, FI-00014, Finland.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWhile socioeconomic differences in leisure-time physical activity (LTPA) are well established, less is known about the contribution of socioeconomic factors to changes in LTPA. This study examined the associations between life-course socioeconomic position (SEP) and changes in LTPA over a 5-year follow-up among young and early midlife employees.

methodsThis study used the Helsinki Health Study follow-up survey data, comprised of employees of the City of Helsinki aged 19–39 in 2017 (Phase 1). The follow-up was completed in 2022 (Phase 2). The analytical sample comprised 2,615 participants (80% women, which correspond to the target population). LTPA was measured as metabolic equivalent (METs, continuous and dichotomized) across three intensity levels (light, moderate, vigorous). SEP indicators included parental and own education, occupational class, childhood and current economic difficulties, household income, and household wealth. Marginal effects were calculated from generalized linear mixed models to examine associations between SEP and LTPA changes, adjusting for sociodemographic and health-related confounders.

resultsDuring the follow-up, total (-2.84 MET [95% CI: -4.32 to -1.35]) and vigorous (-6.68 MET [95% CI: -8.22 to -5.43]) LTPA decreased, while light LTPA increased (1.43 MET [95% CI: 0.69 to 2.17]). Engagement in vigorous LTPA declined across all SEP groups, indicating similar disengagement patterns and persistent disparities between high and low SEP groups over time. The largest decline in vigorous LTPA activity levels was observed among participants with high household income (-11.42 MET [95% CI: -16.15 to -6.69]) and higher own education (-9.15 MET [95% CI: -13.60 to -4.69]). While this led to narrowing differences in these and lower SEP groups over the follow-up, disparities in vigorous LTPA between high and low SEP groups remained. Moderate LTPA increased among the higher-educated, while light LTPA did so in higher-income groups, partially offsetting the decline in vigorous LTPA within these groups.

conclusionOur findings raise concerns about the long-term consequences of overall declining vigorous LTPA, particularly among lower SEP employees with lower initial engagement and no compensatory increases. Persistent SEP differences suggest a multi-dimensional challenge, emphasizing the need for targeted interventions to promote LTPA of all intensities and reduce health disparities. CLINICAL TRIAL NUMBER: Not applicable.

Indexed as

ExerciseLeisure ActivitiesSocial ClassSocioeconomic FactorsAdultFemaleFinlandFollow-Up StudiesHumansLow Socioeconomic StatusMaleSocioeconomic Disparities in HealthYoung Adult

Identifiers

PMID41618246
PMCPMC12930950

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.