Income´s association with COVID-19 outcomes in healthcare workers and general working-age population

I Ida Aulanko E Enni Sanmark L Lotta Oksanen A Ahmed Geneid

Abstract

Abstract While higher income is generally associated with better health outcomes, this study examined whether that pattern applied to healthcare workers (HCWs) during the COVID-19 pandemic. Using register-based data from Finland’s Capital region, we analyzed 26,271 confirmed COVID-19 cases among working-age individuals, including 2,201 HCWs, over the first 15 months of the pandemic, assessing hospitalization, ICU admission, and mortality across income levels. HCWs had slightly higher odds of hospitalization than the general working-age population (OR 1.28, 95% CI 1.04–1.56), with no significant differences in ICU admission or mortality. Unexpectedly, higher income among HCWs was associated with an increased risk of hospitalization (OR 2.02, 95% CI 1.17–3.49), contrary to its usual protective effect. These findings suggest that occupational exposure may override typical socioeconomic advantages, underscoring the need for tailored protective measures and further research on HCW-specific risks.

Article Details

Volume / Issue Vol. 1, Issue 1
Published June 24, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (4)

I

Ida Aulanko

E

Enni Sanmark

L

Lotta Oksanen

A

Ahmed Geneid