In a study of an online gig-economy platform, Yale SOM’s Tristan Botelho and his co-authors found that the ubiquitous five-star rating system could subtly propagate discrimination. But they also found a surprisingly simple fix: switching to a two-point scale (thumbs up or thumbs down) eliminated subtle racial bias in customer ratings of gig workers, which in turn equalized wages between White and non-White workers.
A Simple Thumbs Up or Down Eliminates Racial Bias in Online Ratings.
Submitted 1 week ago by Cat@ponder.cat to science@mander.xyz