Matching Items (541)
Filtering by
- Creators: Department of Information Systems
- Member of: Barrett, The Honors College Thesis/Creative Project Collection
Description
Through the personal experience of volunteering at ASU Project Humanities, an organization that provides resources such as clothing and toiletries to the homeless population in Downtown Phoenix, I noticed efficiently serving the needs of the homeless population is an important endeavor, but the current processes for Phoenix nonprofits to collect data are manual, ad-hoc, and inefficient. This leads to the research question: is it possible to improve this process of collecting statistics on client needs, tracking donations, and managing resources using technology? Background research includes an interview with ASU Project Humanities, articles by analysts, and related work including case studies of current technologies in the nonprofit community. Major findings include i) a lack of centralized communication in nonprofits collecting needs, tracking surplus donations, and sharing resources, ii) privacy assurance is important to homeless individuals, and iii) pre-existing databases and technological solutions have demonstrated that technology has the ability to make an impact in the nonprofit community. To improve the process, standardization, efficiency, and automation need to increase. As a result of my analysis, the thesis proposes a prototype solution which includes two parts: an inventory database and a web application with forms for user input and tables for the user to view. This solution addresses standardization by showing a consistent way of collecting data on need requests and surplus donations while guaranteeing privacy of homeless individuals. This centralized solution also increases efficiency by connecting different agencies that cater to these clients. Lastly, the solution demonstrates the ability for resources to be made available to each organization which can increase automation. In conclusion, this database and web application has the potential to improve nonprofit organizations’ networking capabilities, resource management, and resource distribution. The percentile of homeless individuals connected to these resources is expected to increase substantially with future live testing and large-scale implementation.
ContributorsKhurana, Baani Kaur (Author) / Bazzi, Rida (Thesis director) / Sankar, Lalitha (Committee member) / Computer Science and Engineering Program (Contributor, Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
This paper aims to get a snapshot of charter school and public school performance in the state of California, specifically looking at high schools. Based off of data gathered on specific variables of interest and carefully constructed regression models, we are testing whether charter schools perform differently from public schools. This paper attempts to analyze results from standard OLS regression models and random effects GLS models, both with and without
interaction effects between charter schools and ethnicity and geographic area. While discussing results, this paper will also acknowledge limitations while drawing the line between correlation and causality. Our variable of interest throughout the paper is charter school, controlling for other factors that might impact API scores such as geographic area, demographics, and school
characteristics.
interaction effects between charter schools and ethnicity and geographic area. While discussing results, this paper will also acknowledge limitations while drawing the line between correlation and causality. Our variable of interest throughout the paper is charter school, controlling for other factors that might impact API scores such as geographic area, demographics, and school
characteristics.
ContributorsValdez, Logan Taylor (Author) / Goegan, Brian (Thesis director) / Murphy, Alvin (Committee member) / Department of Information Systems (Contributor) / Dean, W.P. Carey School of Business (Contributor) / Department of Economics (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
As a Marketing and Business Data Analytics student, it has become increasingly apparent through coursework and professional experiences that the landscape of e-commerce and data-driven marketing is changing. Many companies flounder and are barely keeping up with the fast-developing world of e-commerce, while others are thriving and becoming “E-Commerce Giants”. What do they do that make them successful?
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.
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.
ContributorsSirois, Natalie Rose (Author) / Giles, Charles (Thesis director) / Fette, Donald (Committee member) / Department of Marketing (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
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 for proper advertising practices that are 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 the 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.
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.
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.
ContributorsYee, Thorin Cole (Co-author) / Heathcotte, Emily (Co-author) / Giles, Charles (Thesis director) / deLusé, Stephanie (Committee member) / Department of Marketing (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
Individual’s outcomes are significantly affected by occupation share changes. This is supported by regression analysis of the Displace Workers Survey a supplement to the Current Population Survey – a nationally representative panel data set. Regression analysis is used to demonstrate that individuals in occupations that are increasing as a share of the total number of workers are better off across the gamut of outcomes than their counterparts in occupations that are decreasing as a share of the total number of workers. Workers in occupations with increasing shares are more likely to find jobs quickly, less likely to experience significant wage losses, less likely to change occupation, and less likely to go on to welfare.
ContributorsGaughan, Patrick Michael (Author) / Veramendi, Gregory (Thesis director) / Foster, William (Committee member) / Department of Finance (Contributor) / Department of Information Systems (Contributor) / Department of Economics (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
The concept of data analytics has become a primary focus for companies of all types, and from within all industries. Leveraging data to enhance the decision making power of management is now vital for companies to remain competitive. Beginning as a movement pioneered by tech-startups and teams of university researchers, data analytics is reshaping every industry that it touches, and the field of accounting has been no exception.
Corporate buzzword terms like “big data” and “data analytics” are vague in meaning, and are thrown around by media sources often enough to obfuscate their actual meanings. These concepts are then associated with company-wide initiatives beyond the reach of the individual, in a nebulous world where people know that analytics happens, but don’t understand what it is.
The power of data analytics is not reserved for company-wide initiatives, or only employed by Silicon Valley tech start-ups. Its impacts are visible down at the team or department level, and can be conducted by the individual employees. The field of data analytics is evolving, and within it exists a rapid transition in which the individual employee is becoming a source for insight and value creation through the adoption of analytics based approaches.
The purpose of this thesis is to showcase an example of this claim, and demonstrate how an analytics based approach was applied to an existing accounting process to create new insights and information. To do this, I will discuss my development of an Excel based Dashboard Analytics tool, which I completed during my internship with Bechtel Corporation throughout the summer of 2018, and I will use this analytics tool to demonstrate the improvements that small-scale analytics had on a pre-existing process. During this discussion, I will address conceptual aspects of database design that related to my project, and will show how I applied this classroom learning to a working environment. The paper will begin with an overview of the desired goals of the group in which I was based, and will then analyze how the needs of the group led to the creation and implementation of this new analytics-based reporting tool. I will conclude with a discussion of the potential future use of this tool, and how the inclusion of these analytical approaches will continue to shape the working environment.
Corporate buzzword terms like “big data” and “data analytics” are vague in meaning, and are thrown around by media sources often enough to obfuscate their actual meanings. These concepts are then associated with company-wide initiatives beyond the reach of the individual, in a nebulous world where people know that analytics happens, but don’t understand what it is.
The power of data analytics is not reserved for company-wide initiatives, or only employed by Silicon Valley tech start-ups. Its impacts are visible down at the team or department level, and can be conducted by the individual employees. The field of data analytics is evolving, and within it exists a rapid transition in which the individual employee is becoming a source for insight and value creation through the adoption of analytics based approaches.
The purpose of this thesis is to showcase an example of this claim, and demonstrate how an analytics based approach was applied to an existing accounting process to create new insights and information. To do this, I will discuss my development of an Excel based Dashboard Analytics tool, which I completed during my internship with Bechtel Corporation throughout the summer of 2018, and I will use this analytics tool to demonstrate the improvements that small-scale analytics had on a pre-existing process. During this discussion, I will address conceptual aspects of database design that related to my project, and will show how I applied this classroom learning to a working environment. The paper will begin with an overview of the desired goals of the group in which I was based, and will then analyze how the needs of the group led to the creation and implementation of this new analytics-based reporting tool. I will conclude with a discussion of the potential future use of this tool, and how the inclusion of these analytical approaches will continue to shape the working environment.
ContributorsCunningham, Jared (Author) / Dawson, Gregory (Thesis director) / Prince, Linda (Committee member) / WPC Graduate Programs (Contributor) / School of Accountancy (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
This project focuses on providing a series of Sensory Design Guidelines (SDG) for the creation of restorative environments for people and nature promoting cognitive health, motor skill development, and outdoor therapy for urban society’s most vulnerable. Although the project framework is structured around guidelines for the creation of spaces specifically designed for children with Sensory Processing Disorder, it is not restricted to that specific application. Guidelines are further developed structured around inclusive and universal design approaches.
The project is divided into four sections. The first section explores what Sensory Processing Disorder is, how Occupational Therapy with Sensory Integration positively impacts healing processes, and how designers can expand this processing into the natural healing environment of the great outdoors in a toxic and urbanized world. The second section discusses the vision, goals and objectives for implementation of Sensory Design Guidelines as discussed in the third section. And finally, the fourth section provides a conceptual example of what SDG would look like when applied to a physical site along a natural corridor in a densely urbanized landscape.
The final example of SDG implementation is applied to a site along the Salt River (Rio Salado) Corridor in Phoenix, Arizona. The Corridor is the subject of a coordinated inter-agency public/private restoration initiative spanning more than fifty-five miles along the Salt River that has been strongly supported by former U.S. Senator John McCain and greatly influenced by active involvement from Arizona State University students. The designated example site is designed as one site to be utilized in a larger network of easily accessible Sensory sites, each to be designed with a different approach to sensory development, as well as variation in challenges based on age and sensory abilities. Guidelines are intended to work in conjunction with future local projects promoting social and ecological growth and wellbeing, such as the Phoenix site is intended to work in conjunction with future Rio Re-imagined projects.
The findings, guidelines, and examples provided throughout the paper are focused on re-inventing the relationship between the built and natural environments in the urbanized landscape into one of daily nature-engagement and can be applied to any group living within an urban setting. By designing for society’s most vulnerable populations, design application benefits not only the individual, but creates a resilient, healthy environment for the entire urban population today, and for future generations.
The project is divided into four sections. The first section explores what Sensory Processing Disorder is, how Occupational Therapy with Sensory Integration positively impacts healing processes, and how designers can expand this processing into the natural healing environment of the great outdoors in a toxic and urbanized world. The second section discusses the vision, goals and objectives for implementation of Sensory Design Guidelines as discussed in the third section. And finally, the fourth section provides a conceptual example of what SDG would look like when applied to a physical site along a natural corridor in a densely urbanized landscape.
The final example of SDG implementation is applied to a site along the Salt River (Rio Salado) Corridor in Phoenix, Arizona. The Corridor is the subject of a coordinated inter-agency public/private restoration initiative spanning more than fifty-five miles along the Salt River that has been strongly supported by former U.S. Senator John McCain and greatly influenced by active involvement from Arizona State University students. The designated example site is designed as one site to be utilized in a larger network of easily accessible Sensory sites, each to be designed with a different approach to sensory development, as well as variation in challenges based on age and sensory abilities. Guidelines are intended to work in conjunction with future local projects promoting social and ecological growth and wellbeing, such as the Phoenix site is intended to work in conjunction with future Rio Re-imagined projects.
The findings, guidelines, and examples provided throughout the paper are focused on re-inventing the relationship between the built and natural environments in the urbanized landscape into one of daily nature-engagement and can be applied to any group living within an urban setting. By designing for society’s most vulnerable populations, design application benefits not only the individual, but creates a resilient, healthy environment for the entire urban population today, and for future generations.
ContributorsSquyres, Katryn O (Author) / Coseo, Paul (Thesis director) / Hargrove, Allyce (Committee member) / The Design School (Contributor) / Department of Finance (Contributor) / Dean, W.P. Carey School of Business (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
Sustainable supply chain management has become increasingly more important for companies over the last decade. The need to create socially and environmentally sustainable supply chains that are also efficient and profitable is no longer something companies should do, but rather something they must do to stay competitive and successful in the long run. Through the examination of scholarly supply chain literature, case studies, and industry reports with an emphasis on digital technology, supply chain, and sustainability, a conceptual model was created to begin the research in the area of cost savings through the use of digital technologies to enable companies to be more sustainable. This paper works to define the terms sustainability, sustainable supply chain management, and intelligent supply chain designs. It focuses on the positive social and environmental impact of the implementation of leading-edge digital technologies in supply management processes by creating transparency, efficiency, and reliability throughout the supply chain. Through an applied analysis of Mattel, Rana Plaza, Nike, and Coca-Cola and a cost-benefit analysis, it is concluded that companies that implement blockchain technology into their supply management process designs may create more sustainable supply chains while increasing savings and increasing profits. Blockchain may provide the reliability and transparency needed to better manage the supply management process which will evoke better business decisions. Intelligent supply chain designs improve the environmental and social sustainability of a company while maintaining a competitive edge.
Keywords. Supply Chain Management, Social Responsibility, Sustainability, Economics, Supply Management, Blockchain, Intelligent Technology
Paper Type. Conceptual Paper
Keywords. Supply Chain Management, Social Responsibility, Sustainability, Economics, Supply Management, Blockchain, Intelligent Technology
Paper Type. Conceptual Paper
ContributorsVon Mizener, Noel Maria Yvonne Svetlana (Author) / Carter, Craig (Thesis director) / Forst, Bradley (Committee member) / Dean, W.P. Carey School of Business (Contributor) / Department of Information Systems (Contributor) / Department of Supply Chain Management (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
This project looks at the change in strikeout patterns over the past 19 years of Major League Baseball. New research in 2001 revolutionized the pitching statistics field, and non-coincidentally, the number of strikeouts has ballooned since then. I first detail the statistical nature of the increase, looking at where the additional strikeouts are coming from. Then, a discussion of why this has happened, referencing changes in baseball strategy and talent usage optimization follows. The changes in the ways MLB teams use their pitching staffs are largely the cause of this increase. Similar research is cited to confirm that these strategy changes are valid and are having the effect of increasing strikeouts in the game. Strikeout numbers are then compared to other pitching statistics over the years to determine whether the increase has had any effect on other pitching metrics. Lastly, overall team success is looked at as a verification method as to whether the increased focus on increasing strikeouts has created positive results for major league teams. Teams making the MLB playoffs consistently ranked much higher than non-qualifying teams in terms of strikeout rates. Also included in the project are the details of data acquisition and manipulation, to ensure the figures used are valid. Ideas for future research and further work on the topic are included, as the amount of data available in this field is quite staggering. Further analysis could dive into the ways pitches themselves are changing, rather than looking at pitching outcomes. Overall, the project details and explains a major shift in the way baseball has been played over the last 19 years, complete with both pure data analysis and supplementary commentary and explanation
ContributorsCasalena, Jontito (Author) / Doig, Stephen (Thesis director) / Pomrenke, Jacob (Committee member) / Department of Information Systems (Contributor) / School of Mathematical and Statistical Sciences (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05
Description
Since 1965, Billboard has been charting top songs to publicly inform music artists and consumers which music is most popular at a given time. Given the changes in culture, technology, and countless other factors over time, it seems as though there are very few consistencies across the board to answer the question of why a song makes it to the top of the charts. To analyze this issue, I look at both songwriting trends and consumer mentality as they relate to the following questions:
1. What does a consumer look for in the music they choose to listen to?
2. What do trends in songwriting show us?
3. How can artists make songs that stand out in an oversaturated market?
In examining songwriting trends, I utilize both secondary research and Python code for a dataset from Kaggle that contains over 5,000 records of Top 100 songs since 1965. To understand the consumer, I observe psychological, sociological, and psychographic behaviors that contribute to their music consumption patterns. To take time factors into consideration, I also consider the implications of our technology-heavy modern world.
Consumers seek male vocalists with noticeable effort exerted and seek to explore themes present in the Urban/Contemporary stage of their lives, which occurs around early adulthood and involves finding love and social acceptance. Consumers also seek familiarity within or immediately surrounding their music due to psychological factors pointed out by author Charles Duhigg. Popular structure has changed over time by becoming shortened due to a decrease in attention span, and lyrics have evolved to focus more on the self due to the increased presence of social media.
My results give songwriters a short, broad reference with which to understand consumers and create music that has a better chance at success and popularity. Though tailored to music, the results can be applied to all art forms, as the end consumer is very similar and the same societal shifts have shaped art for the past five decades. My goal is to inspire the artist that there is room for them in the ever-growing world of music that craves individuality as much as it does familiarity.
1. What does a consumer look for in the music they choose to listen to?
2. What do trends in songwriting show us?
3. How can artists make songs that stand out in an oversaturated market?
In examining songwriting trends, I utilize both secondary research and Python code for a dataset from Kaggle that contains over 5,000 records of Top 100 songs since 1965. To understand the consumer, I observe psychological, sociological, and psychographic behaviors that contribute to their music consumption patterns. To take time factors into consideration, I also consider the implications of our technology-heavy modern world.
Consumers seek male vocalists with noticeable effort exerted and seek to explore themes present in the Urban/Contemporary stage of their lives, which occurs around early adulthood and involves finding love and social acceptance. Consumers also seek familiarity within or immediately surrounding their music due to psychological factors pointed out by author Charles Duhigg. Popular structure has changed over time by becoming shortened due to a decrease in attention span, and lyrics have evolved to focus more on the self due to the increased presence of social media.
My results give songwriters a short, broad reference with which to understand consumers and create music that has a better chance at success and popularity. Though tailored to music, the results can be applied to all art forms, as the end consumer is very similar and the same societal shifts have shaped art for the past five decades. My goal is to inspire the artist that there is room for them in the ever-growing world of music that craves individuality as much as it does familiarity.
ContributorsSperduti, Erin Michelle (Author) / Sopha, Matthew (Thesis director) / Voorhees, Matthew (Committee member) / Department of Marketing (Contributor) / Department of Information Systems (Contributor) / Barrett, The Honors College (Contributor)
Created2019-05