A Benford Analysis of National Collegiate Athletic Association Division I Finance Data

2019 ◽  
Vol 21 (3) ◽  
pp. 234-255 ◽  
Author(s):  
Willis A. Jones

The Equity in Athletics Disclosure Act (EADA) database and the USA Today NCAA athletics department finance database are two of the most commonly used databases for scholars, policy makers, and other constituents interested in studying the economics of college athletics. Many in the higher education community, however, question the validity of these databases. This study used Benford’s Law of First Digits as a tool for spotting irregularities in EADA and USA Today college athletics financial data. After reviewing 5 years of data, the findings show that while there was some slight deviation from Benford’s Law, EADA and USA Today data largely conformed to the expectations of Benford’s Law.

2019 ◽  
pp. 153819271987609 ◽  
Author(s):  
Guillermo Ortega

The National Collegiate Athletic Association (NCAA) serves as the primary governing organization for college athletics. The NCAA is now responsible for representing a growing proportion of student-athletes who identify as Latinos. This study examined the experiences of Division I Latino male student-athletes. Questionnaires and interviews were used to understand how race and athletics shape their college experiences. Findings revealed the following three themes: racial remarks, peer stigmas, and cultural obligations.


2021 ◽  
Vol 6 (1) ◽  
pp. 4
Author(s):  
W. Guy Hornsby ◽  
Abigail L. Tice ◽  
Jason D. Stone ◽  
Justin J. Merrigan ◽  
Joshua Hagen ◽  
...  

The purpose of this longitudinal, descriptive study was to observe changes in maximal strength measured via isometric clean grip mid-thigh pull and home runs (total and home runs per game) across three years of training and three competitive seasons for four National Collegiate Athletic Association (NCAA) Division 1 baseball players. A one-way repeated measures analysis of variance (ANOVA) was performed, revealing significant univariate effects of time for peak force (PF) (p = 0.003) and peak force allometrically scaled (PFa) (p = 0.002). Increases in PF were noted from season 1 to season 2 (p = 0.031) and season 3 (p = 0.004), but season 2 was not significantly different than season 3 (p = 0.232). Additionally, increases in PFa were noted from season 1 to season 2 (p = 0.010) and season 3 (p < 0.001), but season 2 was not significantly different than season 3 (p = 0.052). Home runs per game rose from the 2009 (0.32) to 2010 season (1.35) and dropped during the 2011 season (1.07). A unique aspect of the study involves 2010 being the season in which ball-bat coefficient of restitution (BBCOR) bats were introduced to the NCAA competition.


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