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Wins, Profit, or Nothing? Decomposing Productive Inputs to Understand Firm Maximization

Bibliographic Data

ID8220199
AuthorsJustin Ehrlich (0000-0001-5729-6461, Syracuse University), Joel Potter (0000-0003-2307-2675, University of North Georgia, corresponding author), Susan Sanders (0000-0002-8506-2619, Syracuse University), Shane D Sanders (Syracuse University)
Year2026
Publication date2026-01-26
Open AccessYes
TypeARTICLE
VenueAmerican Behavioral Scientist (JOURNAL)
Journal identifiersISSN: 0002-7642 • E-ISSN: 1552-3381
PublisherSAGE Publications (PUBLISHER • US)
DOI10.1177/00027642251405614
OpenAlexW7125707503
LanguageEN
References cited15

Traditional explanations of Major League Baseball (MLB) historical episodes (e.g., designated hitter rule introduction; lowering of mound; steroid era) tend to presume that attendance (gate demand) is positively impacted by increased league-wide offense. Previous economics studies find some supporting evidence. We employ concepts related to the relatively advanced concept of Wins Above Replacement (WAR) to test these findings. Using WAR components related to offense, defense, and pitching and conditioning upon team fixed effects, we find that the marginal attendance effects of wins from each category are statistically identical in models that use actual team wins as an explanatory variable. However, when we employ expected team wins taken from Vegas over/under season win predictions as an explanatory variable, we estimate that more offensively oriented teams experience a statistically significant decrease in attendance. Therefore, we find some evidence that fans might dislike offense relative to defense and pitching. At the least, we find no evidence that fans prefer offense. Given the present results and those of Ehrlich et al. (2020) showing a salary premium paid to MLB offensive production, we conclude that neither equilibrium win nor profit-maximizing behavior—nor any strict mix of the two—could be driving MLB labor market outcomes

Attendance · Basketball · Las vegas · League · Maximization · Offensive · Salary · Test (biology · Utility maximization · Experimental Behavioral Economics Studies · Law, Economics, and Judicial Systems · Sports Analytics and Performance

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