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◆ Accident Analysis & Prevention2025-11-04· Layoff

Quit playing games with our lives: Layoffs predict road traffic fatalities

Dritjon Gruda, Ricardo Gonçalves, Milad Sharafi Zadegan

原始摘要(英文原文)· Original abstract
• Mass layoffs are linked to a rise in next-month traffic fatalities. • The link between layoffs and traffic fatalities is strongest in populated areas. • Layoffs in one county can increase traffic fatalities in neighboring counties. • The psychological stress of job loss is an overlooked traffic safety risk. Economic downturns are typically associated with fewer traffic accidents due to reduced driving. However, the psychological and social shocks of sudden job loss may counterintuitively increase risk on the road. In this paper, we examine whether mass layoffs announcements are associated with short-term increases in traffic fatalities in the United States using spatial autoregressive models. Merging monthly U.S. county-level data on mass layoffs with motor vehicle fatality counts, we find a significant uptick in monthly traffic fatalities following major layoff events. This pattern persists after accounting for seasonal trends and regional factors, including unemployment rates and weather conditions. These findings suggest that the stress and disruption caused by mass layoffs can have deadly consequences beyond the workplace. We discuss psychological mechanisms (e.g., distress-related driving impairment) and implications linked to short-term rises in traffic fatalities and public health implications for fatal crash risk.
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Quit playing games with our lives: Layoffs predict road traffic fatalities — 科研速览 Science Skim