“…As Keidel (, p. 608) stated, “The different varieties of team sports can serve as a living laboratory for organizational inquiry.” Sports‐based research also naturally lends itself to workforce analytics because of the availability of a multitude of performance data due to the frequency and regularity of events, transparency of changes in process and rules, and clarity of outcomes all combining to provide unique opportunities to observe, measure, and compare performance variables and relationships of interest over time as the data tends to be measured with great accuracy (Wolfe et al, ). More specifically, studies set in MLB have traditionally played an important role in the advancement of management theory over several decades in oft‐cited studies on topics, including labor market information asymmetries and investment (Blass, ); salary structure, equity, discrimination and arbitration (Bretz & Thomas, ; Hill & Spellman, ); managerial scapegoating (Gamson & Scotch, ); testing of equity versus expectancy theory (Harder, ); and many others. In terms of external validity, professional baseball teams have been favorably compared to broadcasting, advertising, accounting, law, bio research, public relations, consulting, and software development firms, in terms of having selection practices primarily based on credentials and expertise, development primarily based on on‐the‐job learning in an industry setting with tendencies toward high turnover and cross‐employer career paths (Sonnenfeld & Peiperl, , pp.…”