This study investigated the effect of numerical customer identification (i.e., assigning numbers to identify customers) in service context on numbered customers' reaction failures. We manipulated different ways (room number, table and order number) measured tolerance services across various settings (in a restaurant, spa, café) four studies. The results demonstrated that after being identified ...