Consequences of job loss for routine workers

Abstract If displaced in mass layoffs, routine workers are hit by the combination of a severe shock and a long-term decrease in demand for their skills due to automation. I use matched employer–employee data from Sweden to show that displaced routine workers have worse labour market outcomes than displaced non-routine workers. Furthermore, a significant share of their earnings losses is passed through to disposable income, meaning that routine workers are not compensated by social insurance. I also find evidence in favour of routine workers’ larger losses being caused by the irrelevance of their pre-displacement occupation-specific human capital. Routine workers are more likely to switch occupations and industries upon re-employment. Their wages upon re-employment are lower compared to non-routine workers and compared to the mean wage in their new occupation. I do not find evidence that switching to a non-routine occupation reduces losses, with switchers instead appearing to do worse in the short-to-medium run.

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Publication Details

Journal
Empirical Economics
Published
2025-10-17
DOI
https://doi.org/10.1007/s00181-025-02827-9
Primary Topic
Employment and Welfare Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Consequences of job loss for routine workers

Yaroslav Yakymovych
Empirical Economics
Employment and Welfare Studies
article

Consequences of job loss for routine workers

Yaroslav Yakymovych
article en

Abstract

Abstract If displaced in mass layoffs, routine workers are hit by the combination of a severe shock and a long-term decrease in demand for their skills due to automation. I use matched employer–employee data from Sweden to show that displaced routine workers have worse labour market outcomes than displaced non-routine workers. Furthermore, a significant share of their earnings losses is passed through to disposable income, meaning that routine workers are not compensated by social insurance. I also find evidence in favour of routine workers’ larger losses being caused by the irrelevance of their pre-displacement occupation-specific human capital. Routine workers are more likely to switch occupations and industries upon re-employment. Their wages upon re-employment are lower compared to non-routine workers and compared to the mean wage in their new occupation. I do not find evidence that switching to a non-routine occupation reduces losses, with switchers instead appearing to do worse in the short-to-medium run.

Empirical EconomicsVol. 69(6)
Uppsala University (SE)
Vetenskapsrådet, Uppsala Universitet, Institutet för arbetsmarknads- och utbildningspolitisk politisk utvärdering
Openalex Percentile: Top 54%
Employment and Welfare Studies
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Consequences of job loss for routine workers — Yaroslav Yakymovych · Empirical Economics (2025) | TGRS Research Map | TGRS