1. Haas School of Business, University of California, Berkeley, California; National Bureau of Economic Research E-Commerce Project, Cambridge, Massachusetts.
2. Center for Electronic Business and Commerce, Graduate School of Business, Stanford University, Stanford, California; National Bureau of Economic Research E-Commerce Project, Cambridge, Massachusetts.