2020
DOI: 10.2139/ssrn.3652165
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Robots and the Gender Pay Gap in Europe

Abstract: Could robotization make the gender pay gap worse? We provide the first largescale evidence on the impact of industrial robots on the gender pay gap using data from 20 European countries. We show that robot adoption increases both male and female earnings but also increases the gender pay gap. Using an instrumental variable strategy, we find that a ten percent increase in robotization leads to a 1.8 percent increase in the gender pay gap. These results are mainly driven by countries with high levels of gender i… Show more

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Cited by 3 publications
(3 citation statements)
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“…Since the wage variable has a few outliers and substantial number of zeros, the natural logarithm is an unsuitable transformation. We, therefore, follow common practice and apply the inverse hyperbolic sine transformation (see, Bellemare and Wichman (2020) and Aksoy et al (2020)).…”
Section: Empirical Strategymentioning
confidence: 99%
“…Since the wage variable has a few outliers and substantial number of zeros, the natural logarithm is an unsuitable transformation. We, therefore, follow common practice and apply the inverse hyperbolic sine transformation (see, Bellemare and Wichman (2020) and Aksoy et al (2020)).…”
Section: Empirical Strategymentioning
confidence: 99%
“…Since the wage variable has a few outliers and substantial number of zeros, the natural logarithm is an unsuitable transformation. We, therefore, follow common practice and apply the inverse hyperbolic sine transformation (see, Bellemare and Wichman (2020) and Aksoy et al (2020)).…”
Section: Empirical Strategymentioning
confidence: 99%
“…The likelihood of automating and robotization of repetitive work affects not only the future of occupations [ 18 ] but can also widen the gender pay gap, especially in areas where there are more significant differences between the pay of men and women [ 19 ]. This applies in particular to professions where women are employed mainly in professions, where they perform simpler manual work.…”
Section: Introduction and Theoretical Backgroundmentioning
confidence: 99%