1. Department of Marketing and Decision Sciences; San Jose State University; San Jose California 95192 USA
2. Industrial & Systems Engineering Department; University of Minnesota; Minneapolis Minnesota 55455 USA
3. School of Business; Center for Retail Innovation; Wake Forest University; Winston-Salem North Carolina 27106 USA
4. Department of Management, School of Management; The University of Texas at Dallas; Richardson Texas 75080 USA