# Health as a rich people’s game through the lens of work and income

**Authors:** Wen-Jui Han, Marc A. Scott, Nora Tang

PMC · DOI: 10.1186/s12889-025-23320-z · BMC Public Health · 2025-05-31

## TL;DR

Precarious work and unstable income in early adulthood are linked to worse health outcomes by age 50, especially for women.

## Contribution

This study links longitudinal work and income patterns to health outcomes using sequence analysis and multivariate regression.

## Key findings

- Four work clusters and four income clusters were identified based on stability and patterns.
- Higher income reduces the negative health effects of unstable work.
- Women experience stronger adverse health effects from volatile work and income.

## Abstract

The growing reliance on precarious employment —work that is uncertain, insecure, and unstable —has transformed work for many from a resource to a vulnerability for health and well-being.

Using longitudinal data from the NLSY79 cohort (n ≈ 6,666) in the United States, we focused on two social determinants of health (SDOH), work and family income. We examine work schedule and income patterns between ages 22 and 49, explicitly building upon the life course lens to answer how such patterns before age 50 may shape future health outcomes at age 50. We used sequence analysis to categorize work and family income trajectories and multivariate regression to examine the relationship between work and family income trajectories on health at age 50.

Our sequence analysis reveals four diverse work clusters ranging from stable standard daytime hours to volatile work patterns (e.g., not working, working evening or night hours, or variable hours) and four family income clusters ranging from upward mobility to persistent low-income patterns. Our multivariate regression suggests a strong income gradient in health, which plays a critical role in cushioning the otherwise adverse effects on health from volatile work patterns. In contrast, limited and volatile income exacerbates the negative effects of volatile work patterns on health. These adverse associations were particularly pronounced for females.

Taken together, our results demonstrate a strong income gradient in health that may be moderated by diverse work patterns, with significant implications for how work and income as SDOH factors play critical roles in shaping intergenerational poverty and inequality.

Not applicable.

The online version contains supplementary material available at 10.1186/s12889-025-23320-z.

## Full-text entities

- **Diseases:** inflammation (MESH:D007249), arthritis (MESH:D001168), pain (MESH:D010146), physical function (MESH:D059445), sleep disorders (MESH:D012893), SDOH (MESH:D003643), CES-D (MESH:C538175), Dependent (MESH:D019966), lung cancer (MESH:D008175), COVID-19 (MESH:D000086382), anxiety (MESH:D001007), mental health (OMIM:603663), type 2 diabetes (MESH:D003924), Insufficient sleep (MESH:D012892), Depressive Symptoms (MESH:D003866), stroke (MESH:D020521), heart disease (MESH:D006331)
- **Chemicals:** alcohol (MESH:D000438)
- **Species:** Homo sapiens (human, species) [taxon 9606], Nicotiana tabacum (American tobacco, species) [taxon 4097]

## Full text

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## Figures

8 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12125729/full.md

## References

17 references — full list in the complete paper: https://tomesphere.com/paper/PMC12125729/full.md

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Source: https://tomesphere.com/paper/PMC12125729