Minimum Wage Increases and Vacancies


Murat Tasci

Didem Tuzemen

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2022-10 | January 1, 2023

Using a unique data set and a novel identification strategy, we estimate the effect of minimum wage increases on job vacancy postings. Using occupation-specific county-level vacancy data from the Conference Board’s Help Wanted Online for 2005-2018, we find that state-level minimum wage increases lead to substantial declines in existing and new vacancy postings in occupations with a larger share of workers who earn close to the prevailing minimum wage. We estimate that a 10 percent increase in the state-level effective minimum wage reduces vacancies by 2.4 percent in the same quarter, and the cumulative effect is as large as 4.5 percent a year later, in these occupations relative to the rest. The negative effect on vacancies is more pronounced for occupations where workers typically have lower educational attainment (high school or less) and in counties with higher poverty rates. We argue that our focus on vacancies versus on employment has a distinct advantage of highlighting a mechanism through which minimum wage hikes affect labor markets. Our finding of a negative effect on vacancies is not inconsistent with the wide range of findings in the literature about the effect of minimum wage change on employment, which is driven by changes in both hiring and separation margins.

Article Citation

Tuzemen, Didem, Marianna Kudlyak, and Murat Tasci. 2022. “Minimum Wage Increases and Vacancies,” Federal Reserve Bank of San Francisco Working Paper 2022-10. Available at

About the Author
Abstract image representing a seat vacancy.
Marianna Kudlyak is a research advisor in the Economic Research Department of the Federal Reserve Bank of San Francisco. Learn more about Marianna Kudlyak