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

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

PMC · DOI: 10.1186/s12939-026-02769-3 · International Journal for Equity in Health · 2026-01-30

## TL;DR

This study explores how socioeconomic factors influence changes in physical activity levels among young and early midlife employees over five years.

## Contribution

The study provides new insights into how socioeconomic position affects changes in leisure-time physical activity over time.

## Key findings

- Vigorous physical activity decreased across all socioeconomic groups, with the largest decline among high-income and higher-educated individuals.
- Persistent disparities in vigorous physical activity between high and low socioeconomic groups remained despite some improvements in moderate and light activity.
- The overall decline in vigorous physical activity raises concerns about long-term health disparities among lower socioeconomic employees.

## Abstract

While 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.

This 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.

During 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.

Our 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.

Not applicable.

The online version contains supplementary material available at 10.1186/s12939-026-02769-3.

## Full-text entities

- **Diseases:** fatigue (MESH:D005221), Covid-19 (MESH:D000086382), Binge drinking (MESH:D063425), long-term sickness absence (MESH:D000088562)
- **Chemicals:** alcohol (MESH:D000438), LTPA (-)
- **Species:** Homo sapiens (human, species) [taxon 9606]
- **Mutations:** S246826672500009X

## Full text

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## Figures

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## References

13 references — full list in the complete paper: https://tomesphere.com/paper/PMC12930950/full.md

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Source: https://tomesphere.com/paper/PMC12930950