Business Commons^™

The Application Of Common Accounting Principles To The Marketplace Simulation, James Anthony Thomas

Chancellor’s Honors Program Projects

No abstract provided.

How Does Big Data Affect Organizational Financial Performance In Turbulent Markets? The Role Of Customer-Linking And Selling Capabilities, Omar S. Itani, Ashish Kalra, Amin Rostami

Marketing Faculty Publications and Presentations

The information age provides vast opportunities for organizations to improve their efficiencies by relying on big data-AI empowered analytics (BDA). The purpose of this study is to address the critical question of how BDA-fit affects organizational financial performance, taking into consideration differences between markets and customer change caused by technology turbulence. Using data collected at the firm level and building on Task- Technology Fit Theory and Dynamic Capabilities Theory, empirical results indicate that BDA-fit is important to drive organizational financial performance through the development of customer-linking and selling capabilities. These results vary across markets, with BDA-fit having stronger effects on …

Statistical Analysis And Machine Learning To Improve League Championship Series Teams, Alexander Gilles

Electronic Theses, Projects, and Dissertations

ABSTRACT

One area for further study in Esports is the use of advanced analytics from a performance standpoint. This culminating experience project sought to find and implement effective performance analytics techniques, using the most popular Esport (League of Legends) as its subject. The research questions asked are (Q1) How do champions, players, and their associated in-game variables impact the results of League of Legends matches? (Q2) How can machine learning algorithms be implemented to utilize descriptive and predictive analytics for League of Legends most effectively? Additionally, while not an element of the analysis and machine learning model, it is important …

Work Experience With Voytechnology Partners, Jackson O. Ferguson

Chancellor’s Honors Program Projects

No abstract provided.

Integrated Dynamic Airline Route And Schedule Optimization, Bayan Begaliyeva

Student Works

By harnessing real-time and historical data in conjunction with advanced AI technologies, this project revolutionizes route and schedule planning, leading to enhanced efficiency, cost reduction, and an improved passenger experience.

Sport Isn’T Sacred And Analytics Isn’T New: Challenging Common Notions About Sports Analytics, Grant Morgan, Marshall Magnusen

Journal of Applied Sport Management

The authors add to the debate about whether sport and numbers can cohabitate in modern day athletics, three areas are explored (albeit briefly) in the present paper. The first area focuses on the newness (or lack thereof) of analytics. The second area focuses the objectivity of analytics. The third area focuses on the idea that athletic competition is somehow sacred and should not be soiled by applying various statistical methods to practical sport performance problems.

Analytics On Service Quality In Spectator Sports, Ahmet Ozkul, Gazi Duman

Journal of Applied Sport Management

Spectator sport events are made possible by the contributions of many different participants ranging from fans and players to coaches, managers and sponsors. Through the lens of co-creation of value in the spectator sports, we discuss how sport analytics can relate to spectator sport service quality by collecting and analyzing data from each participating actor.

Progressive Analytics Diffusions: Rewiring Our Software, Liz Wanless

Journal of Applied Sport Management

The sport industry is no stranger to the pursuit of innovation (Slack & Thurston, 2021). The sport analytics realm represents the continual emergence of innovation diffusion curves. This essay shows how innovating both research and education in response to diffusion curves in sport analytics, we can create the space to not only keep but also generate pace.

Where Analytics Gets It Wrong, Nicholas Watanabe, Johan Rewilak

Journal of Applied Sport Management

The authors will discuss the emergence of analytics, and outline with examples, certain problems that plague both academics and practitioners in their approach to using sport analytics.

Professional Sports Organizations And Business Analytics: Monopoly Power Vs Debt Financing, Mike Troilo, Adrien Bouchet

Journal of Applied Sport Management

In this essay, we consider the factors that explain the reticence of PSOs to be early adopters of analytics. We examine the relatively privileged position that professional sports franchises at the highest echelon in the U.S. and Canada enjoy and compare it the industry dynamics firms face in competitive environments. We remark upon the expansion of the league via debt financing, and why that promotes increased use of analytics. We also offer several propositions about the growth of analytics, and we conclude with some thoughts about what the future may hold for PSOs and analytics.

Teaching How Supply Chain Operations Impact Financial Results: A Case Study Using Cloud-Based Simulation, Michael J. Murray

Southwestern Business Administration Journal

Understanding how the execution of the supply chain business processes affect the financial performance a firm is key to running a successful enterprise. These processes are integrated across many functional groups within a business organization, and it is difficult to illustrate this integration in a classroom setting. This paper presents a case study of teaching supply chain operations and business analytics using the cloud-based SAP ERPsim manufacturing game. Although teaching about enterprise systems is often classified as part of the MIS or accounting domain, the ERPsim simulation encompasses the primary supply chain business processes, and because the enterprise system on …

Daung Well By Daung Good, Leon Qiu, Singapore Management University

Perspectives@SMU

Leon Qiu started microfinance lending startup Daung Capital to help the unbanked in Myanmar. Can he adequately help the farmers there?

Aligning University Of Arkansas Curriculum With Employee Expectations Regarding Analytics Graduates, Ryan Norman

Economics Undergraduate Honors Theses

Institutions around the world need talented data analysts that can handle the influx of data being produced. This is driving an even higher need for well-prepared students that can bring value to the company immediately out of undergraduate or graduate programs. Because of this, what they are being taught needs to align directly with skills and knowledge that are required to be effective within organizations from the jump. This paper considers the alignment of higher education curriculum with employee expectations regarding analytics graduates.

This research paper is designed to determine whether programs, such as the Walton College of Business, need …

Assessing The Analytic Competency Gap For Hr Professionals: Providing Hr A Roadmap To Data-Driven Decision-Making, Chandra Kay Marie Talerico

Theses and Dissertations

Human Resource (HR) professionals have fallen behind their peers in utilizing and leveraging analytics to enhance performance. Research indicates that HR professionals need a more prescriptive understanding of competencies required for analytics and the influence on job performance. This study utilizes a novel method to map a newly demanded skill set or competency cluster to a profession, filling a gap in the competency modeling literature for future state occupational needs. The developed and supported HR analytic competency cluster is logic, numeracy, and critical evaluation with special considerations for persuasion. This study utilized a structural equation model (SEM) to test the …

The Art Of Scouting: How Analytics Is Used In Modern Day Scouting For Major League Front Offices, Mitchell Henshaw

Theses and Dissertations

There are many aspects to the game of baseball that many individuals are unaware of. One of these aspects is how scouting is conducted and the purpose of their job. Throughout this paper, you will get a better understanding of what scouts look for in players. There are different roles for scouts and each team has a different philosophy. Many teams are continuing to incorporate more analytics in their scouting departments. In this paper, you will read examples from scouts on current and former MLB players. You will notice how technology has changed the game over time. Finding a player’s …

Analytics-Based Optimization For The Integration Of Drones Into Last-Mile Logistics, Amro M. El-Adle

Doctoral Dissertations

The growing volume and consistency of online ordering has renewed focus on the optimization of logistics and interest in technology-driven supply chain operations. Recent trials have demonstrated the viability of using unmanned aerial vehicles (UAVs), known colloquially as drones, in last-mile deliveries. In minimizing delivery times for customers, reducing the load of logistics workers, and reducing congestion and pollution per delivery, the integration of drones into traditional delivery networks presents transformative potential to benefit consumers, firms, and society at large. This dissertation investigates operational and tactical problems that inform routing and assignment decisions for vehicle-drone delivery systems. In three essays …

Impact On Revenue Generation Of Olist Ecommerce Company On The Basis Of Various Product Parameters, Trupti Sanjay Niwate

Electronic Theses, Projects, and Dissertations

E-commerce business is the most trending business in the entire world. Due to the COVID-19 pandemic, the global market of e-commerce is much more active than the traditional in-store market. Over the period, people used the internet more, which has incentivized them to shop online because it saves time and effort.

Specifically, in Latin America, the E-Commerce business is expanding at a tremendous rate. In particular, Brazil is a major business hub when we consider an e-commerce business since it has given a major impact on the world‘s total e-commerce business. Olist, the main e-commerce company which helps other marketers …

Real-World Applications For Analytics Teaching And Learning, Anita Lee-Post

Marketing & Supply Chain Textbook Gallery

This document provides learning-by-doing materials for Analytics software skill development using SAS JMP. It integrates Analytics concepts and techniques with real-world scenarios based on the COVID-19 pandemic to illustrate how real-world data can be transformed into actionable insights to offer decision support for COVID-19 related issues. A holistic treatment of the Analytics process from data acquisition and cleansing to data analysis and interpretation is emphasized using five studies:

1. Characterize COVID-19 mortality demographic risk factors,
2. Visualize COVID-19 mortality demographics,
3. Conduct COVID-19 mortality time series forecasting,
4. Predict COVID-19 mortality, and
5. Analyze COVID-19 vaccine acceptance, uptake, and experiences.

Each study is structured with …

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 additional …

Mitigating Financial Fraud Risk With Data Analytics, Clarence Goh, Gary Pan

Research Collection School Of Accountancy

The risks associated with financial fraud that modern CFOs face today is particularly high. The same report examined Accounting and Auditing Enforcement Releases (AAERs) issued by the Securities and Exchange Commission (SEC) in the US from 2014 to 2019 and found that while the SEC frequently charged the person directly responsible for perpetuating the financial fraud, the CFO was among the most commonly charged employees. Data analytics techniques can play an important role in mitigating the risk of financial fraud for CFOs.

Higher Education Advertising Expenditures’ Impact On The Key Performance Indicator Of New Enrollments Using Information Systems And Business Analytics, Alison Munsch Phd, Charles Cante Phd, Jason Diffenderfer Ma., M.S.

Journal of International Technology and Information Management

The impact of advertising expenditures on student enrollments has not been explored extensively in the literature. The higher education sector demonstrated an increase in paid advertising but soft overall higher education enrollments recently. This research explored the relationship between advertising expenditures in higher education and new enrollments using information systems and business analytics. Results indicate a weak association between advertising expenditures in higher education and the key performance indicator of new student enrollments. A contribution of this study is to the media planning function and users of information systems and analytic techniques for actionable insights.

How To Prepare Young Finance & Accounting Professionals For Digital Revolution, Clarence Goh, Gary Pan, Chi Kwan Yuen

Research Collection School Of Accountancy

Automation will alter the work of accountants in the coming years. However, accountants will always have a central role to play in business. In order to continue to thrive, the profession will need to position itself to capitalise on the opportunities that automation will bring. This involves identifying areas of work which computers cannot automate, and to focus on deepening contributions in these areas. This calls for a radical transformation of accounting education in order to equip accounting graduates with relevant work skills that will allow students to navigate a future workplace where computers and technology are the norm.

A Social Network Analysis Of Jobs And Skills, Derrick Ming Yang Lee, Dion Wei Xuan Ang, Grace Mei Ching Pua, Lee Ning Ng, Sharon Purbowo, Eugene Wen Jia Choy, Kyong Jin Shim

Research Collection School Of Computing and Information Systems

In this study, we analyzed job roles and skills across industries in Singapore. Using social network analysis, we identified job roles with similar required skills, and we also identified relationships between job skills. Our analysis visualizes such relationships in an intuitive way. Insights derived from our analyses are expected to assist job seekers, employers as well as recruitment agencies wanting to understand trending and required job roles and skills in today’s fast changing world.

Applying The Data: Predictive Analytics In Sport, Anthony Teeter, Margo Bergman

Access*: Interdisciplinary Journal of Student Research and Scholarship

The history of wagering predictions and their impact on wide reaching disciplines such as statistics and economics dates to at least the 1700’s, if not before. Predicting the outcomes of sports is a multibillion-dollar business that capitalizes on these tools but is in constant development with the addition of big data analytics methods. Sportsline.com, a popular website for fantasy sports leagues, provides odds predictions in multiple sports, produces proprietary computer models of both winning and losing teams, and provides specific point estimates. To test likely candidates for inclusion in these prediction algorithms, the authors developed a computer model, and test …

Engaging Stakeholder Networks To Support Global Oa Monograph Usage Analytics, Christina Drummond

Collaborative Librarianship

Just as COVID-19 brought in-person meetings to a halt, the Open Access eBook Usage (OAeBU) Data Trust transitioned from a two-year stakeholder planning project to a two-year global pilot tasked with developing infrastructure use-cases, software code, sustainability models, and governance mechanisms to better enable the usage and impact analyses of OA monographs. This report introduces the array of stakeholders involved in OA book analytics and summarizes how this data trust effort worked to engage them during the first third of the project. Virtual network building and engagement strategies such as online stakeholder-oriented communities and collaboration tools are discussed alongside traditional …

The Data Revolution: An Examination Of The Use Of Scouting And Analytics In Major League Baseball Front Offices, Eleanor Weller

Honors Theses

The area of study for this thesis is the use and optimization of the sub-departments within the larger baseball operations department in Major League Baseball front offices. The research is divided into the history of the two major units—scouting and analytics. This background is followed by an investigation of the balance between them. Information for this analysis was obtained through secondary research, primarily articles for online journals and previously conducted interviews with front office personnel. I have also included some of my own work, which was completed during the summer of 2019. The findings of the analysis are that the …

Get A Bang For Your Puck: Hockey, Statistics, And Betting, Kathleen Capozello

Honors Projects

An exploration into the analytics of hockey and the business of sports betting. The goal of this project was to determine whether an equation could be created to predict the number of goals an NHL forward or defenseman will score in a future season based on a previous season’s data. Additionally, this paper explores the potential monetary values of such an equation, as well as the parties that may find it useful.

How Power Bi Can Be Built To Analyze Player And Team Statistics In The Nba, Alison Raszler

Theses/Capstones/Creative Projects

Software is evolving every day to aid the work of what was once manual and monotonous tasks (Software Engineers). One of these platforms is Power BI, a product made by Microsoft. Power BI is a business analytics software that can provide visualization for data that is created through reports or dashboards. My thesis used the Power BI software to answer the question “How Power BI can be built to show player and team stats for the NBA.” In this project, I researched and developed a tutorial on how to use Power BI to build a report using historical statistics of …

The Analytics Managers Ultimate Guide For Working With Universities, Robert J. Mcgrath

Faculty Publications

The challenges organizations are having related to finding (and retaining) deep analytical talent did not materialize out of thin air…or overnight. Analytics and Data science – and the role of the analytics professional – has evolved over the last several decades and has been fueled by our ability to capture and process increasingly larger and more complex variations of data and our desire to gain increasingly granular insights to fuel innovation and creativity. While many organizations recognize that a partnership with a university can be a resource to many of these challenges, the best way to start a conversation with …

Chronic Disease Management: How It And Analytics Create Healthcare Value Through The Temporal Displacement Of Care, Steve M. Thompson, Johnathan Whitaker, Rajiv Kohli, Craig Jones

Finance Faculty Publications

The treatment of chronic diseases consumes 86% of U.S. healthcare costs. While healthcare organizations have traditionally focused on treating the complications of chronic diseases, advances in information technology (IT) and analytics can help clinicians and patients manage and slow the progression of chronic diseases to result in higher quality of life for patients and lower healthcare costs.

We build on prior research to introduce the notion of temporal displacement of care (TDC), in which IT and analytics create healthcare value by displacing the time at which providers and patients make interventions to improve healthcare outcomes and reduce costs. We propose …