
Knowledge at Wharton Changing the Game: How Data Analytics Is Upending Baseball
Feb 21, 2019
Adi Weiner, a statistics expert from the Wharton School, and Brendan Harris, a former major leaguer turned MBA student, dive deep into how data analytics is revolutionizing MLB. They discuss the impact of analytics on free agency, revealing why high-profile players are facing slow signings. The duo highlights the shift in player contracts towards valuing future potential over past performance and explores the growing importance of player versatility. Their insights shed light on the evolving strategies teams adopt for competitiveness, reshaping the business of baseball.
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Analytics Transform Free Agency
- Analytics have slowed free agency, causing hesitation in long-term contracts for players like Bryce Harper and Manny Machado.
- Teams now prioritize future projections over past performance to avoid overpaying aging players.
Value of Fielding and Running
- Fielding, base running, and stealing are now valued skills, adding significant WAR to players like Mike Trout.
- Harper and Machado's lesser fielding and running skills contribute to teams' reluctance to offer long-term contracts.
Shift Toward Future Building
- Teams now focus on building for the future with lower payrolls instead of spending heavily to reach just above 80 wins.
- TV deals reduce the financial pressure to spend for attendance-driven wins.

