Consumer Reviews and Regulation: Evidence from NYC Restaurants
45 Pages Posted: 7 Feb 2022 Last revised: 11 Sep 2022
Date Written: February 2022
We investigate the informativeness of hygiene signals in online reviews, and their effect on consumer choice and restaurant hygiene. We first extract signals of hygiene from Yelp. Among all dimensions that regulators monitor through mandated restaurant inspections, we find that reviews are more informative about hygiene dimensions that consumers directly experience - food temperature and pests - than other dimensions. Next, we find causal evidence that consumer demand is sensitive to these hygiene signals. We also find suggestive evidence that restaurants that are more exposed to Yelp are cleaner along dimensions for which online reviews are more informative.
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