Business Analytics Commons^™

Applied Predictive Analytics, Matt Brown

ATU Faculty OER Books and Materials

The materials in this text are a collection of lecture notes for a course entitled “Applied Predictive Analytics” offered at Arkansas Tech University. The purpose of this text is to provide all of the necessary written material to students in this course free of charge. The work to compile the material was supported by a zero-textbook cost / open education resource grant provided by Arkansas Tech University. The text uses R software which is open source and also available to students at no cost.

Reducing Maintenance Supervisor Overtime In Aviation, Michael J. Hulke

Finance Undergraduate Honors Theses

Covid-19 caused chaos in the aviation industry and left companies understaffed when travel demand picked up in the summer of 2022. This caused companies like American Airlines to call in overtime for many different airline functions. This paper outlines the problem, process, and result, of a project to reduce line maintenance supervisor overtime at American Airlines.

Hershey/Walmart Internship Halloween Candy Assortment Proposal, Jackson Jones

Marketing Undergraduate Honors Theses

A closer look at a category management internship with The Hershey Company at their Bentonville, Arkansas office. This assesses the Hershey/Walmart relationship as well as an example of an internship project.

The internship project is a hypothetical proposal as to how the Walmart seasonal candy aisle should be merchandised during Halloween 2023.

Multivariate Econometric Regression Of Factors That Determine Form Of Disposition Of Human Remains Using Archival Death Certificates, Salt Lake County, Utah, Delphine T. Feigenbaum

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

This project considers the inescapable and burgeoning issues concerning the long-term allocation of scarce natural resources between the living and the deceased. America’s population growth will demand more space and maintenance resources used for disposition. To meet the forthcoming exigencies, economic planners need to address natural resource availability for future generations while incorporating sustainable and innovative technologies to prohibit environmental injustice.

The goals are to answer the following questions: How do demographical variables, age and sex influence the choice of disposition? How do cause of death variables influence the choice of disposition? I also evaluate the hypothesis that the average …

Kate Spade Strategic Analysis, Cydne Munson

Honors Program: Senior Projects (Public)

Kate Spade is an American luxury handbag and accessory company. The company is best known for its fun yet timeless and functional designs and has been a highly regarded and recognized brand since its inception nearly thirty years ago. This report explores the history of the Kate Spade brand and its resources that contribute to competitive advantages in the industry. A Porter’s Five Forces analysis and a PESTEL analysis are used to examine Kate Spade’s external environment and the luxury handbag industry as a whole. Finally, potential future threats and strategies to counteract them are examined.

Marriott International: A Managerial Strategic Audit, Brooke Eschenbrenner, Alex Zlatic, Madison Bechtel, Brandon Collins, Charlotte Straley, Grant Gubbels

Honors Program: Senior Projects (Public)

A strategic management audit of the public firm, Marriott International, was conducted to identify various factors and managerial strategies that affect Marriott and the global hotels and tourism industry. At the industry level, we conducted a PESTEL and Five Forces analysis, researched the competitive landscape, and assessed the total value potential. We found that the industry experienced a major decline during the COVID-19 pandemic but saw recovery as international travel opened up again. On the company level, we conducted an internal analysis, identified Marriott’s management structure, and identified the firm’s structure and strategies through a SWOT analysis and other relevant …

Accounting And Financial Statements Auto Analysis System, Zhen Jia

Electronic Theses, Projects, and Dissertations

This project was motivated by the need to revolutionize the generation of financial statements and financial analysis process thus speeding up business decision making. The research questions were: 1) How can machine learning increase the speed of financial statement preparation and automate financial statements analysis? 2) How can businesses balance the benefits of automating financial analysis with potential concerns around privacy, data security, and bias? 3) Can the Java J2EE framework provide a reliable running environment for machine learning?

The findings were: 1) Machine learning can significantly increase the accuracy and speed of financial analysis. Using machine learning algorithms, financial …

Tesla Energy Division Strategic Audit, Kaleb Strawhecker

Honors Program: Senior Projects (Public)

Tesla’s electric vehicle manufacturing operation is the major revenue source for the company. Tesla has established itself as a significant player amongst other automotive manufacturers, specifically in the electric vehicle sector. Many trends are favoring Tesla’s expansion. This audit takes a look at trends and changes through a PESTEL analysis along with Porter’s Five Forces. Both provide an in-depth look into what the environment around Tesla is like. Then, these are used to evaluate Tesla’s major strategies, competitive advantages, and resources it has at its disposal. Finally, the audit will address how the factors allow Tesla to take advantage of …

Times Are Changing: The Case Of Movado Group, Phuong Anh Nguyen, Wenting Pan

School of Economics and Business Administration Faculty Works

No abstract provided.

Employee Attrition: Analyzing Factors Influencing Job Satisfaction Of Ibm Data Scientists, Graham Nash

Symposium of Student Scholars

Employee attrition is a relevant issue that every business employer must consider when gauging the effectiveness of their employees. Whether or not an employee chooses to leave their job can come from a multitude of factors. As a result, employers need to develop methods in which they can measure attrition by calculating the several qualities of their employees. Factors like their age, years with the company, which department they work in, their level of education, their job role, and even their marital status are all considered by employers to assist in predicting employee attrition. This project will be analyzing a …

Case Study Summary: Johnson & Johnson And Macy's Inc., Cameron Richardson

Honors Theses

This thesis, over a one-year period, covers conclusions derived from research on two different companies: Johnson & Johnson and Macy’s Inc. Through a two-semester course taken within the scope of the honors college alongside Dr. Victoria Dickinson, I, alongside my respective group members for each company, were able to compile a thorough analysis of risks and business strategies the two corporations could identify and implement to manage present and future complications. This analysis followed standard conventions of the accounting profession, as our research was focused on identifying risks and strategies affiliated with audit, tax, and advisory services, modeling how professional …

Hard Seltzers In Europe: A Sparkling Opportunity? An Analysis Of The Market Potential For Hard Seltzers In Europe, Amanda R. Harper

Senior Theses

This thesis seeks to uncover the potential for the hard seltzer category in the European alcohol market. First, through secondary research, it establishes the conditions of entering the European alcohol market by looking at the challenges of entering markets abroad, the challenges of entering the European market, and the history and current state of alcohol in Europe. Second, this thesis will analyze the history and characteristics of the hard seltzer category. This will include profiles of seven key brands: White Claw, Truly, Bud Light Seltzer, Vizzy, Topo Chico, Mike’s Hard Seltzer, and Pure Piraña. Next, this thesis will analyze primary …

Technology Within Cultures: Segmenting The Wired Consumers In Canada, France, And The Usa, Maria Petrescu, Aidin Namin, Marie-Odile Richard

Publications

This paper uses a state-of-the-art quantitative modeling approach to latent class analysis to analyze American, Canadian, and French consumers’ perception of technology-based products and their cultural values. It identifies hidden segments of consumers based on technology adoption propensity, cosmopolitan characteristics, and identification with the global consumer culture. The study emphasizes the diversity and variability between and among countries regarding localism, globalism, cosmopolitanism, and the global consumer culture. The framework provides a new way to evaluate modern consumers and reflects the combination of national/regional cultural characteristics and global culture elements while highlighting the relevance of modern technologies and communication methods in …

A Continuation Of The Differentiation Of Transit Agencies And Their Funding In The United States, Hannah Stapp

Undergraduate Honors Thesis Projects

This paper explores the role of efficiency, and effectiveness, measured in relation to the differentiation of public transportation agencies operating in the United States with a bus mode. Data is gathered from the National Transit Database (NTD) from 2015-2019, at the agency level. A k-means clustering approach is used to determine how these ratios segment agencies in the market. After agencies are classified into three groups, a discriminant analysis is done to affirm the distinctiveness of the solution. Next, an Ordinary Least Squares (OLS) regression model is run each year to investigate whether or not the ratios used to form …

A Simulation Of The Impacts Of Climate Change On Civil Aircraft Takeoff Performance, Thomas D. Pellegrin

Doctoral Dissertations and Master's Theses

Climate change affects the near-surface environmental conditions that prevail at airports worldwide. Among these, air density and headwind speed are major determinants of takeoff performance, and their sensitivity to global warming carries potential operational and economic implications for the commercial air transport industry. Previous archival and prospective research observed a weakening in headwind strength and predicted an increase in near-surface temperatures, respectively, resulting in an increase in takeoff distances and weight restrictions. The main purpose of the present study was to update and generalize the extant prospective research using a more representative sample of worldwide airports, a wider range of …

Analyzing The Impact Of Salary Discrepancies Between Professional Sports Organizations, Benjamin R. Garner

Senior Theses

While it has long been theorized by sports fans that an organization’s salary influences the success of the team, this thesis will look to examine if the supposed correlation is accurate. This thesis compiles existing research regarding current salary cap systems in American professional sports leagues and examines league-wide methods employed to maintain competitive balance. The discussion then shifts to consider the additional governing factors that determine organizational success, such as team cohesion, the rise in international players, and the increased player movement via free agency. The research then shifts to examine two specific professional sports leagues: Major League Baseball …

How Observed Customer Mistreatment Of Supervisors Affects Employees’ Service Sabotage: A Cross-Cultural Examination From The Deontic Justice Theory, Wen Jiang, Cass Shum, Hyounae (Kelly) Min, Ye Ding

Hospitality Faculty Research

Research on customer mistreatment has focused on victims’ perspectives with scant research on third-party observers’ reactions, especially their reactions to customer mistreatment of supervisors. Drawing on the deontic justice theory, this research investigates how and when customer mistreatment of supervisors impacts frontline employees. Using a mixed-method of three studies (experiment, time-lagged survey, field survey) from two countries (the U.S. and China), this research demonstrates the spillover effects of customer mistreatment of supervisors on employee’s service sabotage via moral anger. Study 1 showed that hospitality employees’ moral anger mediated the relationship between customer mistreatment of their supervisors on employees’ service sabotage. …

Student Satisfaction With Learning Experience And Its Impact On Likelihood Recommending University: Net Promoter Score Approach, Musa Pinar, Coleen Wilder, Matthew Luth, Tulay Girard

AMTP Proceedings 2023

Universities, just like any business, realized the importance and relevance of student satisfaction as well as getting recommended by their students for their long-term success, survival, and growth. This study intends to examine university students’ satisfaction with various aspects of their college learning experience, recommending a university as measured by Net Promoter Score (NPS), and the influence of factors related to student satisfaction on the likelihood of recommending the university. The results of the survey based on 220 responses from current students identify students’ satisfaction with the factors included in the study, where students had the highest satisfaction with feeling …

Analysis Of First-Time Completion In The Field Service Environment, Gavin Rick, Scott Englerth, Marc Carter, Hayley Horn

SMU Data Science Review

First-time completion is an important measure of service quality and efficiency in the field service industry. Customers call upon field service providers to repair their equipment in a timely manner so it can be put back into service for their business demands. Responsiveness can be measured through first-time completion and is defined as completing the repair on the first visit of a service call. This research is exploring the first-time completion in the forklift service industry. This research found the primary factors that impact first-time completion percentage in this industry include parts on hand, parts backorder process, technician experience, and …

From Bali Beaches To Breathwork: A Comparative Analysis On Yoga Tourism Strategies Used By Bali’S Destination Marketing Organizations, Brooke R. Findlay

Experience Industry Management

Strategic marketing is crucial for the success of tourist destinations. When potential tourists research a location before visiting, they commonly click through the websites of various Destination Marketing Organizations (DMOs). This paper compares the marketing efforts of two (DMOs), the Bali Tourism Board (BTB) and Wonderful Indonesia, focusing on their use of social media and websites in promoting yoga tourism in Bali. Yoga tourism is an element of wellness tourism that attracts yogis from all over the world to practice yoga in spiritual locations. Bali increasingly grows in numbers of yoga tourists each season and is now a world-renowned yoga …