Business Analytics Commons^™

The Oakland Athletics Use Of Sabermetrics And The Rise Of Big Data Analytics In Business, Jacob Moorefield

Honors Theses

The Moneyball phenomenon revealed how Billy Beane, the Oakland Athletics general manager utilized advanced data analytics; Sabermetrics, to statistically analyze the data in baseball which aims to quantify baseball players’ performances based on objective statistical measurements. As technology increases and big data becomes more accessible, sports organizations like the Oakland Athletics are illustrating how businesses, small and large, can use advanced analytics to promote growth. This research paper provides a meta-analysis on the results of large businesses using big data analytic techniques similar to Sabermetrics, to show the improvements in marketing, consumer outreach, revenue, and employee retention while questioning whether ...

Stock Market Manipulation Detection Using Continuous Wavelet Transform & Machine Learning Classification, Sarah Youssef

Theses and Dissertations

Stock market manipulation detection is important for both investors and regulators. Being able to detect stock manipulation and preventing it gives investors the confidence in the market fairness and integrity. It also helps maintaining liquidity of the stocks and market efficiency. Implementing data mining algorithms in manipulation detection is a relatively recent technique but in the past few years there has been an increasing interest in it's applications in this domain. The benefit of monitoring manipulative trade behavior is that it can be implemented on live feed of stock data, which saves a lot of time in detecting stock ...

Enhanced Data Science Methods For Freight Optimization At Kelly-Moore Paints, Lance Dacy, Reannan Mcdaniel, Shawn Jung

SMU Data Science Review

Kelly-Moore Paints is a paint manufacturing company founded in San Carlos, California in 1946 by William Kelly and William Moore. It has stores located in California, Texas, Oklahoma, and Nevada. They currently own 11 42’ trailers, contract 4 distinct drivers, and service 44 stores Monday-Thursday from its Texas Distribution and Manufacturing Center in Hurst, TX. Given that transportation costs are typically the highest in the supply chain costs, this study will employ data science techniques to ensure the transportation routing, store ordering mechanism, and trailer utilization are at the best efficiency possible given the current ordering patters of the stores ...

Accounting Implications Derived From Consumer Big Data, Benjamin E. Boehrns

Honors Thesis

Consumer big data is changing the traditional framework of business by providing an unprecedented amount of information regarding consumer behaviors. Technological advances of the twenty-first century have enabled businesses to collect these behaviors within automated processes. The ease of data creation has led to companies creating, storing, and analyzing voluminous subsets of data in order to achieve a higher degree of competitive advantage. These datasets not only derive value from the physical information technology systems that provides the storage and the ability of analysis, but also contains an intrinsic value that is rarely captured within traditional accounting methods. The unique ...

It Usage In Auditing And The Impact Of Covid-19, Olivia Beechem

Undergraduate Theses

The COVID-19 pandemic has drastically changed the world as we know it, and the audit field is no exception. The transition for a majority of public accounting firms and their clients to remote work amidst a global pandemic sparked my interest in the already rapidly evolving field of audit IT usage, which continually affects audit quality and efficiency. My research expands on existing studies completed on this topic prior to COVID-19 and includes three main research objectives. First, my research examines the usage and perceived importance of common types of IT audit applications, such as CAATs and data analytics, as ...

Alumnus Leads Data Tech Firm That Helps Hospitals Curb Costs

Business Exchange

A profile of Dan Michelson (MBA ’94), who celebrates his ninth year as CEO of Chicago-based Strata Decision Technology, about his work, his career path, and his passion projects.

Price Elasticity Of Demand In The Market For Governance In Businesses Location Decisions In Oecd Nations From 2015-2019, Luke Kendall

Senior Honors Theses

This study proposes a framework of viewing the competition between governments to attract businesses into their jurisdiction as a competitive market. Literature is reviewed on the market forces and incentives of businesses and governments in location decisions. A possible gap in the literature of quantifying the price elasticity of competition between national governments for business activity is identified. OECD data is analyzed using equations supported by literature and results are evaluated to better understand the elasticity of international location decisions. The results of this study indicate that elasticity varies widely between countries, and countries with smaller economies may face more ...

Firm-Level Analysis Of The Tax Cuts And Jobs Act On Capital Expenditures, Mason Westphal

Accounting Undergraduate Honors Theses

This study investigates the firm-level consequences to capital expenditure levels from the passing of the Tax Cuts and Jobs Act of 2017 (TCJA). It theorized that favorable tax provisions in the TCJA would cause firms to increase their levels of capital expenditures. To test this hypothesis, the study analyzed the capital expenditure levels of public firms from 1986-2019 controlling for factors such as national gross domestic product (GDP) growth and used a dummy variable of reporting periods after 2018 to represent the effects of the TCJA. In contrast to the original hypothesis, the results demonstrate that the TCJA had a ...

What Were The Factors That Led To The Gamestop Short Squeeze?, Riley Burnette

Information Systems Undergraduate Honors Theses

The world of finance is rapidly evolving - for better or for worse. The introduction of social media in sentimental stock market trading, and new brokerage apps, combined with the new resurgence of retail investors, has led to some interesting results. These new factors in the stock market have challenged the status quo of the stock market. A group of retail investors has led this change on a Reddit forum known as /r/WallStreetBets

In early January 2021, a group of retail investors collaborated a short squeeze on GameStop stock, creating an attack against the hedge funds on a popular Reddit ...

Fundamental Principles Of Accounting: A Series Of Case Analyses, Bridget Mcmillan

Honors Theses

Over the past four years at the University of Mississippi, I acquired knowledge about the accounting profession and the application of accounting principles that have arisen throughout the evolution of modern professional accounting. For the thesis requirement in accordance with the standards set by the Patterson School of Accountancy and the Sally McDonnell Barksdale Honors College, I completed a series of case studies covering a variety of topics related to the study of accounting. Under the direction of Victoria Dickinson, I completed these cases over the 2019-2020 academic year. Each case introduces a unique topic and presents findings about various ...

A Comprehensive Evaluation Of Accounting: A Series Of Case Studies, Emma Acheson

Honors Theses

The following thesis is a compilation of the evaluation and solutions derived from a variety of case studies provided regarding a variation of accounting topics related to financial accounting. Each case presented in this thesis is accompanied by an analysis describing the valuable knowledge that was extracted from each unique study. Through these case studies, real-world accounting concepts can be observed in accordance with the Generally Accepted Accounting Principles as set by the Financial Accounting Standards Board. In addition to the analyses of these case studies, the completion of this thesis involved participation in two accounting case competitions. These presentations ...

Risk_Dash, A Python Framework To Model Portfolio Risk, Alexander Van Oene

All Graduate Plan B and other Reports

While there are many Python packages that provide ways to do data analysis, in fact the package utilizes pandas, numpy, and scipy heavily, there are few that apply and handle common tasks that analysts face in quantifying market risk. pyfolio is one of those packages, however it forces you to utilize their infrastructure package Zipline where as risk_dash aims to provide a framework to formalize the data flow while being totally customizable for the analyst. risk_dash is comprised of classes and methods to handle the data flow and calculation of market risk metrics at the asset and portfolio level. In ...

Overcoming The Challenges Of Big Data Analytics Adoption For Small And Medium Sized Enterprises In The Manufacturing Industry, Jolon Koppmann

Electronic Theses, Projects, and Dissertations

Advanced manufacturing technologies that enable big data analytics can boost productivity, increase efficiency, and enhance innovation. However, small and medium sized factories face unique challenges when implementing that technology. Plant managers of small and medium sized enterprises (SMEs) are often unsure of how to overcome those challenges in order to reap the benefits of big data analytics. This project examined the opportunities that have arisen due to the Fourth Industrial Revolution, also known as Industry 4.0; how small and medium sized manufacturers in the United States can move from traditional methods of manufacturing to advanced manufacturing, and how the ...

Wonderfully Made In The Making: A Strategic Recommendation For Growth Opportunities, Kayley Scott

Theses/Capstones/Creative Projects

I was partnered with a local non-profit organization, called Wonderfully Made, to identify and solve a strategic problem they are experiencing. Wonderfully Made is focused on serving girls of color with special needs. I analyzed internal resources and weaknesses and I researched external factors that affect them. I found that Wonderfully Made needed to explore growth opportunities through a strategic alliance with a college organization, ideally an NPHC sorority at UNO. This would create a mentorship opportunity for the participants in the organization. It would also create growth with minimal time and resources needed from Wonderfully Made’s busy board ...

Uri And Its Students: A Contract For The Provision Of A Safe Environment, Danielle Joan Beatrice

Senior Honors Projects

DANIELLE BEATRICE (English; Philosophy; Business) URI and Its Students: A Contract for the Provision of a Safe Environment

Sponsor: Judith Swift (Communication Studies, Coastal Institute)

When students begin to attend college, they expect to be consumed with busy schedules, heavy workloads, and an exciting social life. Students do not anticipate being in dangerous situations. However, this does not mean that such situations do not occur. Therefore, it is essential to teach students to be active participants in educating themselves and their peers regarding prevention and response to emergency situations. My Honors Project aims to increase the awareness of safety-related issues ...

Exploring Customer Relationship Management In Two Private Hospitals In Kuwait, Yassmin Diab

BAU Journal - Health and Wellbeing

The private hospital industry in Kuwait is an important contributor in the economy of the country. There has been a major increase in the number of private hospitals and clinics in the past four years, and more hospitals are launching new services in the private healthcare sector. In order to succeed in this sector, it is important for an organization to focus on Customer Relationship Management (CRM) for thriving in the competitive market. A customer relationship management strategy is believed to give a competitive edge to hospitals, as customers nowadays make their decisions based on the type and strength of ...

A New Vegetarian Restaurant In Detroit, Michigan: A Site-Suitability Analysis, John Politowicz

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Detroit, Michigan as providing a sufficient number of customers to warrant a new and sustainable vegetarian restaurant. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide valuable ...

Dole Foods Distribution Center Near Chicago, Illinois: A Site Suitability Analysis, Corey Frye

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Chicago, Illinois as providing a sufficient number of customers to warrant a new and sustainable Dole Foods Distribution Center. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can ...

Site Suitability Analysis Of A Brewery Supply Outlet Near Tampa, Florida, Ethan Hartman, Hunter Wolfe

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Tampa, FL as providing a sufficient number of customers to warrant a new and sustainable beer brewing supply retail outlet. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis ...

A Site Suitability Analysis Of A Tattoo Art School In Tallahassee, Florida, Gianni Mccrea, Andre Kimble

ONU Student Research Colloquium

This research presents the utility of a Site Suitability Analysis to help determine the viability of a business venture in a particular location. Specifically, we present the results of a case study that focuses on the area immediately around Tallahassee, Florida as providing a sufficient number of customers to warrant a new and sustainable Tattoo Art School. Site Suitability Analysis provides a variety of statistical and analytical methods of analysis, which is commonly used in market research. This research presents the results of some of these methods, as applied to commonly-used datasets, and concludes that Site Suitability Analysis can provide ...