The rise of marketplaces for goods and services has led to changes in the mechanisms used to ensure high quality. We … diminished in favor of (automated) quality measurement, reviews, and incentives. This shift allows greater flexibility in the … workforce but its net effect on quality is unclear. Using telematics data as an objective quality outcome, we show that UberX …