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- All Subjects: Marketing
- All Subjects: Baseball
- Creators: Department of Information Systems
- Resource Type: Text
In recent years, advanced metrics have dominated the game of Major League Baseball. One such metric, the Pythagorean Win-Loss Formula, is commonly used by fans, reporters, analysts and teams alike to use a team’s runs scored and runs allowed to estimate their expected winning percentage. However, this method is not perfect, and shows notable room for improvement. One such area that could be improved is its ability to be affected drastically by a single blowout game, a game in which one team significantly outscores their opponent.<br/>We hypothesize that meaningless runs scored in blowouts are harming the predictive power of Pythagorean Win-Loss and similar win expectancy statistics such as the Linear Formula for Baseball and BaseRuns. We developed a win probability-based cutoff approach that tallied the score of each game once a certain win probability threshold was passed, effectively removing those meaningless runs from a team’s season-long runs scored and runs allowed totals. These truncated totals were then inserted into the Pythagorean Win-Loss and Linear Formulas and tested against the base models.<br/>The preliminary results show that, while certain runs are more meaningful than others depending on the situation in which they are scored, the base models more accurately predicted future record than our truncated versions. For now, there is not enough evidence to either confirm or reject our hypothesis. In this paper, we suggest several potential improvement strategies for the results.<br/>At the end, we address how these results speak to the importance of responsibility and restraint when using advanced statistics within reporting.
This thesis research aims to define, identify, and promote community theatre as a “third space” for disadvantaged youth. A third space is defined by the Oxford dictionary as “...the in-between, or hybrid, spaces, where the first and second spaces work together to generate a new third space. First and second spaces are two different, and possibly conflicting, spatial groupings where people interact physically and socially: such as home (everyday knowledge) and school (academic knowledge)” (Oxford Dictionary, 2021). For disadvantaged youth, the creation of a third space in the theatre can give them a safe environment away from issues they may have at home or at school, it can further their learning about themselves and others, and it can also help those youth feel a sense of belonging to a community larger than themselves. Because of these benefits, it is clear that performing arts programs can offer a great impact on disadvantaged youth; however, many theatre companies struggle to market their programming to said communities. This may be in part, due to low marketing budgets, no specificity in labor resources dedicated to youth programming, or ineffective marketing strategies and tactics.<br/>In order to ideate marketing recommendations for these organizations, primary research was conducted to determine the attitudes and beliefs revolving around youth participation in community theatre, as well as the current marketing strategies and tactics being utilized by programmers. Participants included program managers of youth theatre programs, as well as youth participants from several major cities in the U. S. The secondary research aims to better understand the target demographic (disadvantaged youth), the benefits derived from participation in arts programming, and marketing strategies for the performing arts. Following data analysis are several recommendations for the learning, planning, and implementation of marketing strategies for theatre programmers.
Micro influencers have become extremely powerful in terms of swaying buying patterns among consumers. This thesis examines the greater impact that micro influencers have on brand marketing. This was completed through a literature review that highlights the evolution of marketing, influencer marketing, discussing reach, relevance, and resonance, and Generation Z’s purchasing decisions. In addition, we conducted an online survey through Qualtrics that allowed us to analyze the impact social media influencers have. The results of our research indicate that TikTok is used most frequently, but Instagram is where social media influencers are followed most. From our data, we concluded that Generation Z is most influenced by authentic, genuine content created by influencers regardless of follower count. We recommend that a brand interested in reaching Generation Z (we refer to the brand as “Brand X”) use micro influencers, as our research shows that genuine relationships are valued among this generation. We believe that micro influencers are the most valuable to use as they are able to create meaningful relationships with consumers due to their reach, relevance, and resonance with the individuals their content reaches.
To help the readers better understand the industry, the researchers provide a detailed analysis on the retail coffee industry from both macro and micro levels. The Coffee Break House aims to be the leader of the retail coffee industry by delivering consistent, fast and superior service, providing high-quality beverages, being the most inviting store, and having the friendliest staff in a relaxing and welcoming environment. The coffee shop will be owned and operated by four equity investors. The business plan, which includes six major sections, shows investors’ vision and strategic focus.
• Market Situation Analysis
• Marketing Strategy
• Supply Chain Strategy
• Financial Strategy
• Expansion Plan
• Risks
The researchers believe that the Coffee Break House has the potential to become a successful business and provide lucrative returns to potential investors. This is due to the company’s aggressive marketing strategy, establishment of the company as a unique entity in the industry, careful development of its products, a well developed supply chain strategy, and a profitable revenue model.
Through research from case studies and professional interviews, it can be shown that those who fail and become victim to the e-commerce giants are those who do not allocate enough budget and resources to allow e-commerce to succeed; they do not correctly utilize data throughout the creation of their e-commerce site nor their marketing, have a vast lack of knowledge, and ultimately do not adapt to trends in e-commerce.
E-commerce giants are those who lead in the world-wide e-commerce revolution. They have entered a market and have caused/are continuing to cause instability for those who have not adapted or changed. These e-commerce giants do not have to be “giant” in size; rather, they are making giant changes that allow them to be successful within the industry. They are the prime examples of how e-commerce and data-driven marketing can be successful.
My research shows in order to successfully practice e-commerce, companies must adapt the best practices shown by these giants: owning your data, developing a strong budget for data-driven marketing, investing in the technology and people needed to implement a sound strategy, training employees in basic data, utilizing data in all aspects of marketing, creating an easy online experience that using AB Testing, hosting post mortem meetings to identify successes and failures, understanding your customers, creating the appropriate customer segmentation, nixing the “one fits all” strategy, and never getting too comfortable. If a company is stagnant, they are behind.
We conducted a survey to test consumer's perception and understanding of advertisements promoting financial instruments to see if advertisements that have run without contest from the Federal Trade Commission still have the ability to be deceptive or lack disclosure. We provided a variety of advertisements for markets such as automobiles and rent-to-own businesses. Each one of these advertisements dealt with a different financial instrument so that we could accurately test the knowledge of respondents. We collected 95 complete responses and 23 partial responses from our distribution of this survey.
Advertisements for financial instruments such as car loans, title loans, and rental agreements create the complex problem of presenting substantial loan agreement terms while also keeping an advertisement light and inviting. There are two main types of rules concerning how these advertisers can promote their products: regulation and guidance. Regulation is the official set of laws governing what can or must be said in an advertisement. Guidance is official suggestions of proper advertising practices that is not tied to written laws. The Consumer Financial Protection Bureau (CFPB) controls regulation for the required disclosure in these advertisements and requires all material loan terms to be stated “clearly and conspicuously; however, advertisers still put important loan information in hard to see fine print, making it difficult for the consumer to understand the advertisement. The Federal Trade Commission (FTC) is in charge of creating guidance, enforcing advertising regulation and preventing advertisements from becoming deceptive, but, due to the ambiguous nature of disclosure formatting requirements, many transgressions go uninhibited.
We conducted a survey to test consumer's perception and understanding of advertisements promoting financial instruments to see if advertisements that have run without contest from the Federal Trade Commission still have the ability to be deceptive or lack disclosure. We provided a variety of advertisements for markets such as automobiles and rent-to-own businesses. Each one of these advertisements dealt with a different financial instrument so that we could accurately test the knowledge of respondents. We collected 95 complete responses and 23 partial responses from our distribution of this survey.
The results show that the average consumer does not have a complete understanding of financial instruments in the context of these advertisements. These results also demonstrated that consumers are not completely comprehending the information provided to them by these advertisements. We found that in some cases, it was the way that information was provided to the consumer that was causing them to have misconceptions about the information presented. We concluded that there were enough respondents that did not correctly interpret these advertisements to support that there is some misleading and deception by these advertisements despite the lack of context by the FTC. As such, we suggest that current federal guidance be made into official regulation to further prevent these transgressions and further attempts be made to locate and prevent deceptive advertisements.