First Author:   John Duffy University of Pittsburgh jduffy@pitt.edu   Department of Economics, University of Pittsburgh Pittsburgh, 15260, USA       Second Author: Alexander Matros University of South Carolina and Lancaster University Management School alexander.matros@gmail.com