While the gender imbalance in arbitrator appointments is widely known, the causes are still debated. Before our exhaustive study, however, no one had seriously examined gender taxonomy as a possible cause of variations in the selection of male and female arbitrators, despite scholarship on the subject in other professions, including a noted study in 2004…