Graduation Year

2025

Date of Submission

12-2024

Document Type

Open Access Senior Thesis

Degree Name

Bachelor of Arts

Department

Economics

Reader 1

Richard Burdekin

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© 2024 Derek Seneker

Abstract

This thesis examines the factors that enable NCAA Division I college position players to maximize their signing bonuses in the MLB draft. I focus on how performance metrics, player characteristics, and program-related attributes shape bonus outcomes relative to draft slot values. Using data from the top five rounds of MLB drafts from 2012 to 2022, this research provides insights into optimal valuation strategies for draft prospects. Additionally, it explores whether higher signing bonuses correlate with a player’s likelihood of eventually making their MLB debut, assessing the potential return on investment for MLB teams. By filling a gap in existing literature, this study presents a framework that benefits players in maximizing their bonuses and teams in making strategic draft investments.

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