Outkicking the Coverage: Evaluating Outlier Performance in College Athletic Departments

This thesis aimed to examine why certain NCAA Division I power-conference universities perform better in the NACDA Directors’ Cup (a measure of success across all NCAA sports) than others despite financial and organizational resource disparities. Using multiple linear regression models to determine predicted placement, actual annual finishes were compared to each school’s predicted results to determine which schools performed differently than expected. The study found multiple significant predictors of Directors’ Cup success that helped to validate previous research. Results also indicate that schools that spend more money on less athletes perform better and tend to share geographic and conference longevity characteristics. These results support future research on potential efficiency and geographic advantages of certain power-conference schools and how certain qualitative resources may lead to competitive advantages in college athletics.

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Publication Details

Journal
UNC Libraries
Published
2026-05-29
DOI
https://doi.org/10.17615/mj4h-cq15
Primary Topic
Sports, Gender, and Society
Type
article
Field-Weighted Citation Impact
0.00
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article

Outkicking the Coverage: Evaluating Outlier Performance in College Athletic Departments

Michael DiLiello
UNC Libraries
Sports, Gender, and Society
article

Outkicking the Coverage: Evaluating Outlier Performance in College Athletic Departments

Michael DiLiello
article en

Abstract

This thesis aimed to examine why certain NCAA Division I power-conference universities perform better in the NACDA Directors’ Cup (a measure of success across all NCAA sports) than others despite financial and organizational resource disparities. Using multiple linear regression models to determine predicted placement, actual annual finishes were compared to each school’s predicted results to determine which schools performed differently than expected. The study found multiple significant predictors of Directors’ Cup success that helped to validate previous research. Results also indicate that schools that spend more money on less athletes perform better and tend to share geographic and conference longevity characteristics. These results support future research on potential efficiency and geographic advantages of certain power-conference schools and how certain qualitative resources may lead to competitive advantages in college athletics.

UNC Libraries
University of North Carolina at Chapel Hill (US)
Openalex Percentile: Top 3%
Sports, Gender, and Society
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