Vincent Hogan and Patrick Massey

Paris Saint-Germain (PSG), one of France’s top soccer clubs, was bought by Qatar Sports Investments (QSI) in 2011. Since then, the club’s expenditure has risen precipitously, as have its victories. In this paper, we ask whether this represents value for money. We find that the efficiency of PSG did not deteriorate following the takeover. However, while PSG operated close to the production frontier in terms of converting resources to points, it scored vastly more points than was necessary to win the league. We estimate that PSG spent €140m more than was necessary to win the French league in...Read more

Pamela Wicker
Joachim Prinz
Daniel Weimar
Christian Deutscher
Thorsten Upmann

Several determinants of player values like productivity and human capital have been investigated in previous research; however, the influence of individual effort has been neglected. This study assumes that effort could be a signaling device and analyzes the effect of effort on market values of soccer players. Secondary data on player statistics and market values from the 2011/2012 season and the first half of the 2012/2013 season of the German Bundesliga were collected (n=877). Technical innovations that record routes and running distances in soccer allow using total running distance and...Read more

David J. Berri
Michael A. Leeds
Eva Marikova Leeds
Michael Mondello

The role of the manager in promoting production is a little-understood phenomenon. In particular, it is difficult to separate managers’ contributions from the abilities of the workers they supervise. Firms may therefore mistakenly attribute the contributions of the workers to the managers who happen to oversee them. With its plethora of performance data, the National Basketball Association (NBA) provides a natural setting to measure the contribution of a head coach to the performance of his team. We find that some highly regarded coaches deserve their accolades, but several coaches owe...Read more

Gary Stone
Louis J. Pantuosco

This study estimates Major League Baseball (MLB) player salaries for three distinct periods of time. The data from the first time period, 1961 through 1973, were collected in 1974, but analysis of that set has never been published. During that period the reserve clause was fully in effect. The second period, 1974 through 1983, captures the early years of arbitration and free agency. The third period, 1999 through 2005, represents the modern era. The estimates specify that the salary productivity elasticities have increased over time for slugging average, player durability, and player...Read more

David J. Berri
Stacey L. Brook
Martin B. Schmidt

Professional sports are characterized by an abundance of information on worker productivity and severe consequences for failure. Consequently, one would expect information to be processed efficiently in this industry. Recent research indicates, though, that decision makers in professional sports do not behave consistently with the dictates of instrumental rationality. This study of decision making in the National Basketball Association (NBA) begins with a literature review that indicates players can score a major payday by simply focusing on scoring. Beyond this review, we offer an...Read more