1. Coller School of Management, Tel Aviv University, Tel Aviv 6997801, Israel;
2. Stanford Digital Economy Lab, Stanford, California 94305;
3. National Bureau of Economic Research, Cambridge, Massachusetts 02138;
4. Uber Technologies, Inc., San Francisco, California 94158