We study the empirical relationship between hygiene conditions in restaurants and their food quality rated by professional reviewers. Using evidence from the UK, we show that this relationship is negative and statistically significant. So, a higher food quality rating is generally associated...

Across a range of industries, regulators use ratings to inform consumers about firms and products. Using online experiments, we investigate two pathways through which individuals extract the information communicated by such ratings: beliefs about the distribution of ratings (e.g., how often good...

In 2011, Maricopa County adopted voluntary restaurant hygiene grade cards (A, B, C, D). Using inspections results between 2007 and 2013, we show that only 58 percent of the subsequent inspections led to online grade posting. Although the disclosure rate in general declines with inspection...

Can open tournaments improve the quality of city services? The proliferation of big data makes it possible to use predictive analytics to better target services like hygiene inspections, but city governments rarely have the in-house talent needed for developing prediction algorithms. Cities...

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...

In this article, we show that a small innovation in inspection technology can make substantial differences in inspection outcomes. For restaurant hygiene inspections, the state of Florida has introduced a handheld electronic device, the portable digital assistant (PDA), which reminds inspectors...

In late June 2013, the city of Louisville, Kentucky, announced plans to provide restaurant health inspection data to Yelp.com for publication on their popular online consumer-review forum. These data were already publicly available on the city's website. I utilize this partnership to test...