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Updated: Aug 16, 2026

Real-World M3-BREATHE: Toward Multimodal Mobile Monitoring of Behaviour, Respiration, and Exposures for Treatment and Health Evaluation
Published on: June 5, 2026
Early career health shocks and long-run labour market outcomes
Amalie Wiben1, Christian Volmar Skovsgaard1, Karen Søgaard2
1Danish Centre for Health Economics, Department of Public Health, University of Southern Denmark, Campusvej 55, Odense M, 5230, Denmark.
Abstract:
The economic literature on health shocks and labour market outcomes largely focuses on acute health shocks at older ages, leaving limited evidence on long-term labour-market consequences. By examining the consequences of incident hospital-diagnosed back disorders among early-career workers, this study addresses that gap in the literature. We link population-wide Danish administrative registers (1996-2017) to follow a cohort of 157,692 individuals who were aged 28-31 in 2006. We apply a staggered difference-in-differences design, to identify the impact on both earnings (productivity) and disposable income (financial burden). We find persistent adverse effects: eight years post-diagnosis, annual earnings have declined by 8% for men and 13% for women relative to the controls. We document a distinct gender divergence in the mechanisms driving these losses. While men primarily adjust through the intensive margin (temporary reduction in hours) and stabilize over time, women face a progressive decline driven by labour market exit (extensive margin). Although the Danish welfare system acts as a significant buffer, compensating for 55-65% of earnings losses, a substantial private financial burden persists. These findings suggest that early-career back disorder shocks initiate long-term trajectories of cumulative disadvantage, particularly for women.
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