Yu-Chu Shen is with the Graduate School of Business and Public Policy, Naval Postgraduate School, Monterey, CA, and the National Bureau of Economic Research, Cambridge, MA. Renee Y. Hsia is with the Department of Emergency Medicine, University of California, San Francisco, and the Emergency Department, San Francisco General Hospital, San Francisco.