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Exploring MLB Salary & Performance: 2010 Statistics Study

Analyzing correlation between MLB team salary and performance indicators in 2010, focusing on offense, defense, and their impact on winning percentage.

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Exploring MLB Salary & Performance: 2010 Statistics Study

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  1. Paying for Performance: A Study of Salary and Performance Statistics in the MLB (During 2010)

  2. Topic Questions • How does Team Salary correlate with performance in Major League Baseball? • Which Performance Statistics have the strongest correlation to Team Salary? • (What are you paying for?)

  3. Statistics Examined Offense Defense • PCT • HR • R • AVG • OPS • PCT • SO • BB • Team ERA

  4. Team Salary: Boxplot

  5. Team Salary: Descriptive Stats • N=30 • Mean= 91,020,056 • Median= 84,325,334 • Standard Deviation= 38,258,046 • Minimum= 34,943,000 • Pittsburgh Pirates • Maximum= 206,333,389 • New York Yankees

  6. Winning Percentage: Boxplot

  7. Winning Percentage: Descriptive Stats • N=30 • Mean=.501 • Median=.500 • Standard Deviation=.0679Minimum=.3520 • Pittsburgh Pirates • Maximum=.5990 • Philadelphia Phillies

  8. Offensive Stats: HR and AVG

  9. Offensive Stats: R and OPS

  10. Winning Percentage

  11. Defensive Stats: BB, SO and Team ERA

  12. Rankings • Offense • OPS=12.3% • PCT=12.1% • AVG=8.8% • HR=6.9% • R=5.9% • Defense • PCT=12.1% • SO=2.8% • Team ERA=2.1% • BB=0.0%

  13. Conclusion • In 2010, Team Salary had a very weak correlation with PCT and most other performance statics • Overall, Team Salary had a stronger correlation with offensive stats than defensive stats • Things to Consider: • How would this study change over multiple years? • Could Team Salary better predict other performance stats? • If money isn’t helping them win, why do most baseball fans hate the Yankees?

  14. Sources • mlb.com • cbssports.com • espn.go.com

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