Thesis (M.A.)--Rowan University, 2006. / Typescript. Includes bibliographical references.

Thesis (M.S.)--University of North Carolina at Greensboro, 2005. / Title from PDF title page screen. Includes bibliographical references (p. 63-69)

Master of Science / Department of Statistics / Thomas M. Loughin / Traditionally, major-league scouts have evaluated young “position players,” those who are not pitchers, using the “Five Tools”: hitting for average, hitting for power, running, throwing, and fielding. However, “sabermetricians,” those who study the science of baseball, e.g. Bill James, have been trying to evaluate position players using quantifiable measures of performance. In this study, a factor analysis was used to determine underlying characteristics of minor-league hitters. The underlying factors were determined to be slugging ability, lead-off hitting ability, “patience” at the plate, and pure-hitting ability. Additionally, an ordinal response was created from the number of at-bats and on-base plus slugging percentage in the majors during the 2002-05 seasons. The underlying characteristics along with other variables such as a player’s age, position, and level in the minors are used in a cumulative logit logistic regression model to predict a player’s probability of notable success in the majors. The model is built upon data from the 2002 minor-league season and data from the 2002, 2003, 2004, and 2005 major-league seasons.

Recent baseball scholarship has drawn attention to U.S. professional baseball’s complex twentieth century labor dynamics and expanding global presence. From debates around desegregation to discussions about the sport’s increasingly multicultural identity and global presence, the cultural politics of U.S. professional baseball is connected to the problem of baseball labor. However, most scholars address these topics by focusing on Major League Baseball (MLB), ignoring other teams and leagues—Minor League Baseball (MiLB)—that develop players for Major League teams. Considering Minor League Baseball is critical to understanding the professional game in the United States, since players who populate Major League rosters constitute a fraction of U.S. professional baseball’s entire labor force. As a digital humanities dissertation on baseball labor and globalization, this project uses digital humanities approaches and tools to analyze and visualize a quantitative data set, exploring how Minor League Baseball relates to and complicates MLB-dominated narratives around globalization and diversity in U.S. professional baseball labor. This project addresses how MiLB demographics and global dimensions shifted over time, as well as how the timeline and movement of foreign-born players through the Minor Leagues differs from their U.S.-born counterparts. This project emphasizes the centrality and necessity of including MiLB data in studies of baseball’s labor and ideological significance or cultural meaning, making that argument by drawing on data analysis, visualization, and mapping to address how MiLB labor complicates or supplements existing understandings of the relationship between U.S. professional baseball’s global reach and “national pastime” claims.

This thesis will examine highly rated Minor League baseball players and how they subsequently perform in their Major League careers. Specifically, this study has collected data on over 800 players ranked on the prospect lists of Baseball America, Baseball Prospectus, and John Sickels. Using regression analysis, I have examined the correlation between ranking and future performance, as well as studying other factors like position and age to determine if there are common characteristics to successful prospects.

The purpose of this project was to determine if there was a relationship between the amount of revenue a minor league team makes and the size of the target market in which the team is located. A secondary purpose of this study was to determine the efficacy of the inQsit program, an Internet-based testing program developed at Ball State University, as a means of gathering and analyzing data. Only minor league baseball teams that could be reached via e-mail addresses were involved in this study. Subjects (n=149) were e-mailed a cover letter with an embedded URL which took them to the inQsit web site. While a higher return rate was anticipated using this electronic media, the 11% participation rate should give an accurate picture of minor league baseball teams, the amount of revenue they earned in a year, the types of revenue they earned in a year, and the size of the market in which they are located. However, based on the information collected from the minor league teams, the sample size was not large enough to produce statistically significant results, although some trends were identified, suggesting that target market size may have a positive affect on minor league baseball revenue. / School of Physical Education

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abstract: The boom in publicly-funded sports facility construction since the 1980s resulted in studies that generally found the economic benefits accruing from facility construction do not justify the costs. However, focusing narrowly on economic costs in large cities leaves out an important part of the story. The author is interested in the possible non-economic benefits to a city from having a sports team and stadium, and focuses on determining any relationship between minor league teams and stadiums and community self-image. The methodology for this review is an assessment of the websites – primarily the website's front page – for 42 cities with minor league baseball teams. In addition, a survey of local government officials provides a layer of corroboration for the website review results. Through this assessment, the author brings together elements that contribute to three different fields – facility financing, e-government, and small and mid-sized cities. The website reviews have two elements. First, the author assesses the extent to which the website provides information about the team and stadium on the front page or a website page within two links from the front page. The result is that a relatively low amount of information about teams and stadiums is available on the 42 city websites. Second, the author assesses all the active links on the website front page and categorize the links regarding whether they are primarily directed toward residents, businesses, or tourists. On average 67 percent of the links on the 42 city websites' front pages are directed toward residents. In addition to the website reviews, the author reports on a survey of local government executives and managers regarding the city websites. The key findings from the survey are that residents are the group of most interest to the website creators; the websites' content and appearance generally are intended to reflect the communities' self-image, and; in general, the low amount of information about the teams and stadiums on the website front page accurately represents the importance of the teams and stadiums to communities' self-image. The survey results generally corroborate the website reviews. / Dissertation/Thesis / Ph.D. Public Administration 2012