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I didn't read the paper in its entirety, but is the argument something like

competition introduces a superlinear factor in the time/pay equation

superlinear factors on average hurt women more than men since the latter are more likely to be on the upper end of workload (assuming a linear correlation of time/pay, you'd already get from a 77% "wage gap" to a pay gap of around 92%, which would tighten further or disappear if we account for "winner-takes-it-all" distribution of pay)

I find it relatively easy to believe that today's working environment leads to an incentive structure similar to all-pay auctions, where the employer reaps huge benefits due to everyone's fiction of attainable winning, and which hurt a majority of people, but women more visibly than men.



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