Business Commons^™

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 …

Playing To Win: The Effects Of Implementing Gamification Strategies In Product Marketing, Sabrina Stone

CMC Senior Theses

Let’s play a game. What effect do you think video games have on twenty-first-century marketing? In this age defined by its nature of digitality, capturing the attention of consumers is an arduous competition. Through market segmentation, research, and the observable variables of consumer behavior, product marketing has turned to video games as a solution to appeal to younger demographics. Gamification is an increasingly applied product marketing strategy employed to increase favorable metrics. Of those key performance indicators (KPIs), boosted measures such as click-through rates, impressions, and engagement rates suggest that gamification is a strategic opportunity to persuade consumers to take …

Will More Technology In Accounting Become Another Barrier To Attracting And Retaining Black Students To The Profession?, Darlene Booth-Bell, Kristen E. Broady, Axsel Brown

Southern University College of Business E-Journal

Automation in the form of drones, machine learning, computer vision, robotic process automation, artificial intelligence, and robotic software applications will continue to increase productivity and reduce the need for some workers. While there may not be an immediate reduction in accounting professionals, data analytics has begun to shift the primary skill sets needed for accountants in the United States and abroad. In this paper, we identify and discuss the main challenges the profession faces in attracting black students to the profession. Additionally, we present a theoretical discussion of the challenge of ensuring that as more accounting work moves from traditional …

Determinants Of Competitive Advantage For Sport Firms: Using Public Big Data In Korea, Iksu Jun, Hojun Sung, Juho Park, Hyun-Woo Lee

Journal of Applied Sport Management

This study examines the determinants of competitive advantage with respect to economic performance of sport firms. Logit regressions estimated dependent variables of economic performance measures based on sales per capita of firms. Determinants of competitive advantage were estimated by efficiency indicators, organization characteristic indicators, and industry classification indicators. Increase in efficiency was a significant determinant of competitive advantage as well as organizational type, size of human resource, diversification of products, and sales growth rate. Operationalizing competitive advantage as outperforming the market average and better than the top 10%, the logit regression model provides means for sport firms to analyze industry …

Sustainable Agriculture Through Data Analytics, Arthur Carlos, Xayaphone Salinthone, Michelle Nguyen, Aimee Jacobs

CSU Journal of Sustainability and Climate Change

There is an increasing need for sustainable agriculture in light of climate change and growing populations. Certified B Corporations meet the highest standards of verified social and environmental performance, public transparency, and legal accountability to balance profit and purpose. This paper describes a student-learning project that develops an Environmental Management System (EMS) using data analytics to improve a family-owned farming business's decision-making process for efficient natural resource allocation, as well as the reporting requirements associated with their B Corp Certification. This project's primary resource is water reporting, but it may be expanded to include other resources.

Do Different Data Analytics Impact Auditors' Decisions?, J F. Brazel, Efosa Ehimwenma, Jared Koreff

School of Business Faculty Research

Global stakeholders have expressed interest in increasing the use of data analytics throughout the audit process. While data analytics offer great promise in identifying auditrelevant information, auditors may not use this information to its full potential, resulting in a missed opportunity for possible improvements to audit quality. This article summarizes a study by Koreff (2022) that examines whether conclusions from different types of data analytical models (anomaly vs. predictive) and data analyzed (financial vs. non-financial), result in different auditor decisions. Findings suggest that when predictive models are used and identify a risk of misstatement, auditors increase budgeted audit hours more …

Do Sequels Outperform Or Disappoint? Insights From An Analysis Of Amazon Echo Consumer Reviews, Kyong Jin Shim, Siaw Ling Lo, Su Yee Liew

Research Collection School Of Computing and Information Systems

Rapid technological advances in recent years drastically transformed our world. Amidst modern technological inventions such as smart phones, smart watches and smart home devices, consumers of electronic digital devices experience greatly improved automation, productivity, and efficiency in conducting routine daily tasks, information searching, shopping as well as finding entertainment. In the last few years, the global smart speaker market has undergone significant growth. As technology continues to advance and smart speakers are equipped with innovative features, the adoption of smart speakers will increase and so will consumer expectations. This research paper presents an aspect-specific sentiment analysis of consumer reviews of …

Human Resource Information Systems: Implementing Data Analytics Techniques In Human Resource Functions, Prachi Tembhekar

Electronic Theses, Projects, and Dissertations

This project investigated analytical techniques used by organizations across many industries for HR functions, and how data analytical techniques can help HR departments work efficiently. The goal was to look into the obstacles and opportunities that companies have when using HR analytics as a tool in their businesses. This project used secondary data acquired from earlier research articles, journals from the years 2016 to 2019, blogs, and websites to investigate theories and applications of HR analytics. It also examined the need of analytics to assist HR leaders in thinking about the implications of these technologies in future work and how …

Non-Communicable Diseases And Social Media: A Heart Disease Symptoms Application, Ashwin Kumar Thandapani Kumarasamy, Daniel Asamoah, Ramesh Sharda

ISSCM Faculty Publications

Social media platforms have become ubiquitous and allow users to share information in real-time. Our study uses data analytics as an approach to explore non-communicable diseases on social media platforms and to identify trends and patterns of related disease symptoms. Exploring epidemiological patterns of non-communicable diseases is vital given that they have become prevalent in low income communities, accounting for about 38 million deaths worldwide.

We collected data related to multiple disease conditions from the Twitter microblogging platform and zoomed into symptoms related to heart diseases. As part of our analyses, we focused on the mechanism and trends of disease …

Introduction To Workforce Analytics, Quality Improvement Center For Workforce Development

Other QIC-WD Products

The Quality Improvement Center for Workforce Development created the Child Welfare Workforce Analytics Institute (the Institute). The goals of the Institute are to: 1. inspire and motivate child welfare leaders and human resources (HR) staff to work together to use data analytics to address child welfare workforce challenges, 2. provide opportunities for initiating and strengthening connections between child welfare and HR leaders, 3. build awareness, knowledge, and/or understanding around data analytics, and 4. support agencies to initiate plans to use HR data to address child welfare workforce challenges. This blog post provides an overview of workforce analytics as presented to …

The Impact Of Big Data On Audit Evidence And The Level Of Assurance, Sachin Yadav

Honors Theses

This study seeks to establish the relationship between Big Data and its impact on the quality of audit evidence and the level of assurance perceived by the end-users. Currently, auditors rely on sampling to provide reasonable assurance that a company’s financial statements are materially in accordance with a country’s Generally Accepted Accounting Principles (GAAP). With Big Data, auditors can minimize the risk posed by sampling, and therefore, provide a reasonable level assurance. The present study examines financial statement users’ perceptions of the level of assurance when auditors present unqualified opinions using Big Data during the audit engagement. It observes this …

Analysis Of Us Accidents And Solutions, Swapnil Kisan Nikam

Electronic Theses, Projects, and Dissertations

Reducing traffic accidents is an essential public safety challenge all over the world; therefore, accident analysis has been a subject of much research in recent decades.

The objective of the project is to analyze the US accident data from 50 states to inform the US government agencies and the general public on trends and possible causes of traffic accidents and what could be done to reduce them. The analysis include number of accidents by year, number of accidents by state, best time to travel by month, day and hour, accident-prone area in each state, factors responsible of the accidents like …

The Transformation Of Accounting Information Systems Curriculum In The Last Decade, Timothy Patrick Larkin

Honors Theses and Capstones

Accounting information systems (AIS) are an extremely important component of accounting and accounting education. The purpose of the current study is to examine the transformation of accounting information systems (AIS) curriculum in the last decade. The motivation for this research comes from the vast advances made in the world of information technology (IT) and information systems (IS). The specific research questions addressed in the current study are: (1) how has AIS curriculum changed in the 18 years since SOX? (2) How has AIS curriculum adjusted in recent years with the emergence of the new hot-button topic big data/data analytics? Overall, …

Automation Of Data Analysis In Formula 1, Adam Joseph Mourad, Prescott Jeanne Delzell, Patrick Conner Mccabe

Industrial and Manufacturing Engineering

This paper explores economic solutions for Formula 1 racing companies who are interested in data visualization tools. The research was conducted on the current development of data gathering, data visualization, and data interpretation in Formula 1 racing. It was found that a large chunk of racing companies within the league needs an affordable, effective, and automated visualization tool for data interpretation. As data collection in Formula 1 arises, the need for faster and more powerful software increases. Racing companies profit off-brand exposure and the more a racing team wins, the more exposure they receive. The goal of the paper focuses …

Predicting Changes In Earnings: A Walk Through A Random Forest, Joshua Hunt

Graduate Theses and Dissertations

This paper investigates whether the accuracy of models used in accounting research to predict categorical dependent variables (classification) can be improved by using a data analytics approach. This topic is important because accounting research makes extensive use of classification in many different research streams that are likely to benefit from improved accuracy. Specifically, this paper investigates whether the out-of-sample accuracy of models used to predict future changes in earnings can be improved by considering whether the assumptions of the models are likely to be violated and whether alternative techniques have strengths that are likely to make them a better choice …

Business Plan: Consulting Firm Focused On Manufacturing Digitalization, Edward Mulford

Honors Theses

The goal of this paper outlines a business framework for the development of a digitization consulting firm focused on the manufacturing sector. The firm’s goal is to help organizations in Michigan leverage technology to keep their business vibrant and workers skilled. The primary services for the firm will be related to the implementation of products and services within Industry 4.0, the cyber-physical smart factory industrial revolution. The beginning of the paper explains the ecosystem surrounding digitalization as well as the nine technologies (ex: big data, simulation, additive manufacturing) driving the innovation. The framework for this business plan uses the business …

Business Economics: Data For Decision Making, Brian Barnier, Kevin Foster

Open Educational Resources

Syllabus for a course in data analytics for business economics, focusing on use of source data sets to answer the "why?" questions hidden in aggregate averages used in theory and "headline" news releases. Zero cost course using data available widely on the web. Optional texts are trade books available widely in libraries or used copies at low cost.

A Data-Centric Analysis On Stem Majoring And Success: Attitude And Readiness, Xin James He, Myron Sheu, Jie Tao

Journal of International Technology and Information Management

This research studies attitude and readiness of STEM majoring and success with

the data from a survey with a total of 501 viable responses, with respect to STEM

(science, technology, engineering, and mathematics) related majors that are

essential and fundamental to skills relevant to big data business analytics.

Recruiting and keeping students in STEM areas have attracted a large body of

attention in pedagogical studies. An effective way of achieving such a goal is to

show them how rewarding and self-fulfilling STEM careers can be toward

perspective students. One example of the abundance of STEM careers is the rapid

growth …

Intelligent Information Management: The Impact Of Business Expertise On Information System Data And Analytics Resilience (Is-Dar) For Disaster Recovery And Business Continuity: An Exploratory Study, James A. Rodger

James Rodger

New Artifacts For The Knowledge Discovery Via Data Analytics (Kdda) Process, Yan Li

Theses and Dissertations

Recently, the interest in the business application of analytics and data science has increased significantly. The popularity of data analytics and data science comes from the clear articulation of business problem solving as an end goal. To address limitations in existing literature, this dissertation provides four novel design artifacts for Knowledge Discovery via Data Analytics (KDDA). The first artifact is a Snail Shell KDDA process model that extends existing knowledge discovery process models, but addresses many existing limitations. At the top level, the KDDA Process model highlights the iterative nature of KDDA projects and adds two new phases, namely Problem …