TY - JOUR AU - Parsons,Christopher A. AU - Sulaeman,Johan AU - Yates,Michael C. AU - Hamermesh,Daniel S. TI - Strike Three: Umpires' Demand for Discrimination JF - National Bureau of Economic Research Working Paper Series VL - No. 13665 PY - 2007 Y2 - November 2007 UR - http://www.nber.org/papers/w13665 L1 - http://www.nber.org/papers/w13665.pdf N1 - Author contact info: Christopher A. Parsons Department of Finance McGill University Montreal, PQ CANADA E-Mail: christopher.parsons@mcgill.ca Johan Sulaeman Department of Finance University of Texas at Austin Austin, TX 78712 E-Mail: Johan.Sulaeman@phd.mccombs.utexas.edu Michael Yates Department of Finances Auburn University Auburn, AL 36849 E-Mail: mcy0002@auburn.edu Daniel S. Hamermesh Department of Economics University of Texas Austin, TX 78712-1173 Tel: 512/475-8526 Fax: 512/471-3510 E-Mail: hamermes@eco.utexas.edu AB - We explore umpires' racial/ethnic preferences in the evaluation of Major League Baseball pitchers. Controlling for umpire, pitcher, batter and catcher fixed effects and many other factors, strikes are more likely to be called if the umpire and pitcher match race/ethnicity. This effect only exists where there is little scrutiny of umpires' behavior -- in ballparks without computerized systems monitoring umpires' calls, at poorly attended games, and when the called pitch cannot determine the outcome of the at-bat. If a pitcher shares the home-plate umpire's race/ethnicity, he gives up fewer runs per game and improves his team's chance of winning. The results suggest that standard measures of salary discrimination that adjust for measured productivity may generally be flawed. We derive the magnitude of the bias generally and apply it to several examples. ER -