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It Takes Five: Basketball Teams Using Network Metrics

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Analytic research on basketball games is growing quickly, specifically in the National Basketball Association. This paper explored the development of this analytic research and discovered that there has been a focus on individual player metrics and a dearth of quantitative team characterizations and evaluations. Consequently, this paper continued the exploratory…

Analytic research on basketball games is growing quickly, specifically in the National Basketball Association. This paper explored the development of this analytic research and discovered that there has been a focus on individual player metrics and a dearth of quantitative team characterizations and evaluations. Consequently, this paper continued the exploratory research of Fewell and Armbruster's "Basketball teams as strategic networks" (2012), which modeled basketball teams as networks and used metrics to characterize team strategy in the NBA's 2010 playoffs. Individual players and outcomes were nodes and passes and actions were the links. This paper used data that was recorded from playoff games of the two 2012 NBA finalists: the Miami Heat and the Oklahoma City Thunder. The same metrics that Fewell and Armbruster used were explained, then calculated using this data. The offensive networks of these two teams during the playoffs were analyzed and interpreted by using other data and qualitative characterization of the teams' strategies; the paper found that the calculated metrics largely matched with our qualitative characterizations of the teams. The validity of the metrics in this paper and Fewell and Armbruster's paper was then discussed, and modeling basketball teams as multiple-order Markov chains rather than as networks was explored.
ContributorsMohanraj, Hariharan (Co-author) / Choi, David (Co-author) / Armbruster, Dieter (Thesis director) / Fewell, Jennifer (Committee member) / Brooks, Daniel (Committee member) / Barrett, The Honors College (Contributor) / School of Mathematical and Statistical Sciences (Contributor)
Created2013-05
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Developing Millennials For Future Sales Careers

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The millennial generation is quickly solidifying its place as the dominate generation within the workforce. As millennials transition through workplace hierarchy it is essential organizations understand how to properly develop incoming talent. This is especially important within sales as the opportunity cost for hiring and developing new sales professionals is…

The millennial generation is quickly solidifying its place as the dominate generation within the workforce. As millennials transition through workplace hierarchy it is essential organizations understand how to properly develop incoming talent. This is especially important within sales as the opportunity cost for hiring and developing new sales professionals is much higher compared to other professions. Downward trends in millennial retention rates is also a strong contributing factor to the importance of understanding the millennial generation. This paper aims to identify key concepts and elements employers should incorporate into their sales training programs in order to better develop millennials entering sales roles. Through an analysis of each generation and sales training a clear framework will be identified to achieve this goal. Analyzing millennials unique strengths and weaknesses will provide the basis for the key areas employers need to focus on when designing their sales development programs. The framework identified is easily adaptable within any organizations as the concepts discussed can be universally applied.
ContributorsStensland, Zachary William (Author) / Montoya, Detra (Thesis director) / Schlacter, John (Committee member) / Department of Marketing (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2017-05
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The effectiveness of Relationship Sales Versus Network Sales in the Financial Services Industry

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The insurance industry consists of financial advisors planning for individual’s financial future through defensive investments that will payout in case of something happening to a person’s greatest asset—themselves. Each financial advisor is mandated to pass a professional exam to receive their license in order to take in clients in each…

The insurance industry consists of financial advisors planning for individual’s financial future through defensive investments that will payout in case of something happening to a person’s greatest asset—themselves. Each financial advisor is mandated to pass a professional exam to receive their license in order to take in clients in each state. There is a process in which clients are serviced and sold on different products of insurance. Advisors need to consider client needs and service them with products are in their best interest and within financial reason. <br/> To sell a product you must have clients, and the way that financial advisor receive clients are generally through two ways: company provided or their own connections. At the end of the day, the goal is to get in front of more people and expand you circle. In that sense, there are two common way people address this expansion of circles and that is build relationships versus networking. The goal of this paper is to dive deep in the insurance industry and analyze the sales process when comparing the difference in selling through building relationships versus selling through networking.<br/> The research plan I have in mind start from researching background and history, to current practices environment, to method process solutions. In the initial stages of my research, I will focus on background and history of the financial services industry in terms of sales and insurance. This will address insurance sales processes in the financial services industry and its features as well as benefits. After explaining the step by step process and potential results of the sales process in the insurance industry, I will start researching current environments of the industry. This will explain the history, key theoretical elements, and significant events of the industry. <br/> The history of the background will set stage for me to address situational challenges in the business based on my own experience to which I will do research to find plausible sales process solutions when comparing relationship sales to networking sales. This research will then be synthesized with my own experimental solutions as I work in the industry, which will help me complete chapter 4 and 5 of my theses – Methods and Execution of Results.
ContributorsSkelnik, Eason John (Author) / Byrne, Jared (Thesis director) / Desiderio, Jake (Committee member) / Department of Finance (Contributor) / Department of Supply Chain Management (Contributor) / Barrett, The Honors College (Contributor)
Created2021-05
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A History of Astrobiology: Social Network Structures of the Emerging Field

Description
Astrobiology, as it is known by official statements and agencies, is “the study of the origin, evolution, distribution, and future of life in the universe” (NASA Astrobiology Insitute , 2018). This definition should suit a dictionary, but it may not accurately describe the research and motivations of practicing astrobiologists. Furthermore,…

Astrobiology, as it is known by official statements and agencies, is “the study of the origin, evolution, distribution, and future of life in the universe” (NASA Astrobiology Insitute , 2018). This definition should suit a dictionary, but it may not accurately describe the research and motivations of practicing astrobiologists. Furthermore, it does little to characterize the context in which astrobiologists work. The aim of this project is to explore various social network structures within a large body of astrobiological research, intending to both further define the current motivations of astrobiological research and to lend context to these motivations. In this effort, two Web of Science queries were assembled to search for two contrasting corpora related to astrobiological research. The first search, for astrobiology and its close synonym, exobiology, returned a corpus of 3,229 journal articles. The second search, which includes the first and supplements it with further search terms (see Table 1) returned a corpus of 19,017 journal articles. The metadata for these articles were then used to construct various networks. The resulting networks describe an astrobiology that is well entrenched in other related fields, showcasing the interdisciplinarity of astrobiology in its emergence. The networks also showcase the entrenchment of astrobiology in the sociological context in which it is conducted—namely, its relative dependence on the United States government, which should prompt further discussion amongst astrobiology researchers.
ContributorsBromley, Megan Rachel (Author) / Manfred, Laubichler (Thesis director) / Sara, Walker (Committee member) / School of Mathematical and Statistical Sciences (Contributor) / School of Earth and Space Exploration (Contributor) / Department of English (Contributor) / Barrett, The Honors College (Contributor)
Created2019-12