Business Analytics Commons^™

Evaluating The Effect Of Nil Laws On College Athletic Department Revenue, Dylan C. Cherullo

Undergraduate Theses, Professional Papers, and Capstone Artifacts

This paper examines the impact of Name, Image, and Likeness (NIL) laws on revenue for public Division I universities' athletic departments, challenging the long-standing debate within the National Collegiate Athletics Association (NCAA). Utilizing panel data from the Knight Commission on College Athletics, which encompasses over 350 public Division I universities from 2002 to 2021, this study employs a difference-in-differences model. The model investigates state-level changes in university athletic department revenue from sponsorships (sponsrev), with special focus on the post-NIL law era. The analysis is bolstered by controls for various factors including ESPN’s FPI data, coach and equipment expenditures, and COVID-19 …

Pixel Tracking And Utms: A Study Of Nintendo Co., Ltd., Samantha S. Clevenger

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

Impacts Of Covid-19 On Industrial Growth In The United States, Emily G. Warthman, Charles J. Landis

Williams Honors College, Honors Research Projects

COVID-19 has caused massive ramifications on all parts of life in the world and industry growth/decline is not immune to it. This report will analyze nine different industries’ profit and revenue from quarterly data during the years 2009-2022. Forecast models will be generated using various methods and different techniques of validating to predict the values from Q2 2020- Q4 2022 based on historical data. After which, a comparison will be conducted between those predicted values to the actual average revenue and profit generated by order of greatest error percentage made. Thorough research will then be completed to determine if there …

Short-Term Prediction Of Icu Admission For Covid-19 Inpatients, Yoon Sang Lee, Riyaz T. Sikora

Journal of International Technology and Information Management

Since the COVID-19 outbreak, many hospitals suffered from a surge of some high-risk inpatients needing to be admitted to the ICU. In this study, we propose a method

predicting the likelihood of COVID-19 inpatients’ admission to the ICU within a time frame of 12 hours. Four steps, the Bayesian Ridge Regression-based missing value imputation, the synthesis of training samples by the combination of two rows (the first and another row) of each patient, customized oversampling, and XGBoost classifier, are used for the proposed method. In the experiment, the AUC-ROC and F-score of our method is compared with those of other …

Thinking Local With Original Data In Ai And Machine Learning Research, David G. Taylor, Robert Mccloud

WCBT Working Papers

Sacred Heart University spent significant funds to establish an AI lab. Initially there is no ongoing research and no real plan for a research agenda. This paper details how the Jack Welch College of Business and Technology created and implemented an active meaningful research plan. It involves two key elements: thinking local and using business connections to foster active, impactful research. Surrounding communities, business connections, area environment, and other Sacred Heart University departments all played a part. The research plan also identifies a specific issue in working with local and business contact sources: the AI researcher almost never gets data …

Application Of Big Data Technology, Text Classification, And Azure Machine Learning For Financial Risk Management Using Data Science Methodology, Oluwaseyi A. Ijogun

College of Graduate Studies: Theses & Dissertations

Data science plays a crucial role in enabling organizations to optimize data-driven opportunities within financial risk management. It involves identifying, assessing, and mitigating risks, ultimately safeguarding investments, reducing uncertainty, ensuring regulatory compliance, enhancing decision-making, and fostering long-term sustainability. This thesis explores three facets of Data Science projects: enhancing customer understanding, fraud prevention, and predictive analysis, with the goal of improving existing tools and enabling more informed decision-making. The first project examined leveraged big data technologies, such as Hadoop and Spark, to enhance financial risk management by accurately predicting loan defaulters and their repayment likelihood. In the second project, we investigated …

Establishing A Market Capacity And Economic Baseline For Forest Biomass Utilization In The Southern Cascade And Northern Sierra Nevada Mountain Range, California, Clarke Stevenson

Cal Poly Humboldt theses and projects

Attempts to address wildfire risk and forest resilience have increased substantially over the last 20 years with specific interest in removing excess vegetation from stands, commonly referred to as “forest biomass”. However, the market capacity for and the economics of biomass utilization have been a limiting factor to achieving statewide goals for forest health and fire resilience. This thesis looks at the Southern Cascade and Northern Sierra Nevada biomass supply chain to benchmark current market capacity for biomass utilization through mapping and harvest record analysis. It also calculates the net revenue of biomass mobilization based on costs developed from a …

Integrating Big Data Analytics With U.S. Sec Financial Statement Datasets And The Critical Examination Of The Altman Z’-Score Model, Shiva Krishna Sadula

Masters

The main aim of this thesis is to document the process of developing Big Data analytical applications and their integration with financial statement datasets. These datasets are publicly available on the U.S. SEC (Security and Exchange Commission) website which contains the annual and quarterly reports of approximately 8000 companies. Through its Electronic Data Gathering, Analysis and Retrieval (EDGAR) system, the SEC receives several terabytes of data in the mandatory filings from its registrants. This vast amount of data can potentially provide a valuable resource for those parties (such as investors, analysts, regulators and researchers) who are interested in assessing the …

Esg Metric Variance And Methodology Standardization, Jordan Moyer

Honors Theses and Capstones

Across the globe Environmental, Social and Governance (ESG) scoring has become a tool used for mission-aligned investment. In the United States, there is no standardized method for scoring companies based on ESG practices; it is all completed by private companies with their own ways of managing data and creating scores. Corporate Social Responsibility (CSR) reporting, though mandatory in some countries, is also completely voluntary in the United States. CSR reports are a key part of the data collection used for ESG scoring. This research looks to understand how much CSR reporting is being influenced by ESG scoring methodologies, as well …

The Search For Value For New England Skiers, Colin J. Liebert

Honors Theses and Capstones

No abstract provided.

The Effects Of Different Personalized Services On Consumer Cognition, Emotion, And Intention To Share Information, Thomas John Stimson Ii, Jing Wang

Honors Theses and Capstones

No abstract provided.

An Integrated Framework On Human-In-The-Loop Risk Analytics, Peng Liu

Research Collection Lee Kong Chian School Of Business

Risk analytics is an integral component in the overall assessment of the risk profile for potential and existing obligors. For example, credit worthiness is often assessed via the use of scorecards, which are regulatory credit risk models developed based on historical data and domain expertise in banks and financial institutions. A pure statistical model, however, often fails to entertain regulatory requirements on both predictiveness and interpretability at the same time. Instead, practical risk models are developed by incorporating expert opinions within the development process, such as forcing the direction of travel for certain financial factors. In this article, the author …

Impact Of Sports Gambling Legality On U.S. States’ Real Gdp Per Capita, Emilian Ardeljan

Williams Honors College, Honors Research Projects

This paper analyzes the impact of the Supreme Court’s decision in 2018 to allow states and Washington D.C. to implement state-sponsored sports gambling on that state’s real GDP per capita. In addition, this paper also analyzes if there is a statistically significant difference in the measures of the real GDP per capita between the various levels of legalization states have incorporated including retail-only, online-only, and fully legalized. The motivation for this research stems from the recent increase in the number of states that have legalized sports gambling to some degree as well as the growing popularity of the sports betting …

Index Funds And Etfs: Simplifying Investing For Better Returns, Patrick J. Cotton

Honors Theses and Capstones

No abstract provided.

Examining The Interest Of Business School Students And The Gender Gap In Careers Of Data Science And Analytics, Logan M. Lopus

Honors Theses and Capstones

Professionals in the data science and analytics field are in high demand. Recently, business schools have introduced various academic programs to train students in those fields. However, what makes business school students interested in these career fields is not entirely known. Research questions such as who the major influencers are for business school students' career choices or whether there are any differences between genders in terms of their awareness, readiness, and interest in data science and analytics careers remain to be answered. Therefore, this study examines the segmentation of business school students in how they prepare for careers, drivers of …

Esg And Intellectual Capital Efficiency: Evidence From Asean Emerging Markets, Etikah Karyani, Muhamad Resa Perdiansyah

Jurnal Akuntansi dan Keuangan Indonesia

This study aims to investigate the impacts of Environmental, Social, and Governance (ESG) in total and individual performance (“E”, “S”, and “G”) on firms’ intellectual capital (IC) efficiency. The Value-Added Intellectual Coefficient (VAIC) and Modified Value-Added Intellectual Coefficient (MVAIC) were used to measure IC efficiency. Meanwhile, the annual ESG index data from the ASEAN-4 were used to measure ESG from 2015 to 2020. The results show “E”, “S”, and “G” and total ESG positively affect firms’ efficiency in managing IC. In addition, the industry type moderates these relationships in terms of that banks have a greater influence than non-banks. Our …

The New Map: Energy, Climate, And The Clash Of Nations, Jay Nathan

Journal of Global Awareness

No abstract provided.

Cultura Emprendedora Investigativa Caso Estudiantes Y Docentes En Las Sedes, Seccionales Y Extensiones De La Universidad De Cundinamarca, Olga Marina García Norato, Ignacio Gómez Roldan, Sandra Milena Melo Perdomo, Carlos Arturo Narváez Benavides, Yudy Marlen Bonilla Bonilla, Luz Alejandra Riveros Sáchica, Luz Mireya Rincón Mora, Cesar Augusto Giraldo Duque, Benjamin Andres Manjarrés Zarate, Oswaldo Vanegas Flórez, Jairo Alonso Ávila Moreno, Dario Benavides Pava, Juan Manuel Andrade Navia, Johanna Andrea Gil Palacios

Ciencias Administrativas, Económicas y Contables

Con el ánimo de impulsar la investigación de la universidad desde las culturas emprendedora e investigativa, este libro de investigación tiene por objetivo analizar la cultura emprendedora investigativa de los estudiantes y docentes de la Universidad de Cundinamarca en Ubaté, Girardot, Chía, Facatativá, Zipaquirá, Fusagasugá y plantear alternativas de intervención para mejorar la producción investigativa pertinente a cada contexto. Metodología: Con alcance exploratorio y descriptivo de investigación cualitativa, se da la fundamentación teórica de cultura emprendedora investigativa, se diseñó y aplicó un instrumento en línea a docentes estudiantes en los municipios donde está establecida la Universidad. Se estudiaron las frecuencias …

An Analysis Of The Effectiveness Of Virtual Reality In Distance Learning, Rashana Weerasinghe

Honors Scholar Theses

This study focuses on the applicability of emerging technologies in education. To explore this, our research was conducted through an “Intro To Emerging Technology” course taught by the OPIM Department at the University of Connecticut. The class meets in two modalities: virtual reality environment and video-conferencing platform. Our research explores the learning outcomes produced by the different classroom environments, seeking to better understand the impact of virtual reality in distance learning. The purpose of this is to identify and predict how virtual reality will be integrated into a distance learning environment and understand if it can be used as a …

Spotify Streaming's Noteworthy Effects On Japan, Megan Atwell

Whittier Scholars Program

No abstract provided.

Payday Loans In The Mountain West, 2022, Issac Hernandez-Alcaraz, Vanessa M. Booth, Katie M. Gilbertson, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on payday loans, produced by the Pew Charitable Trusts. We examine payday lending costs, most common loan type, and the average annual percentage rate in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah), and include specific analysis on differences between the states by regulatory category.

Clasificación Taxonómica De La Vegetacion Nativa Localizada En Senderos Con Potencialidades De Biocomercio (Provincia Del Alto Magdalena), Darío Benavides Pava, Jack Fran Armengot García, Marco Eduardo Pachón Suárez, María Aldaya Rodríguez

Ciencias Administrativas, Económicas y Contables

El presente texto fue el resultado de los ejercicios investigativos que llevaron a cabo docentes investigadores y estudiantes de los grupos; los Acacios y Guía de los programas Administración Empresas e Ingeniería Ambiental respectivamente, pertenecientes a la seccional Girardot de la Universidad de Cundinamarca, y la asesoría del Dr. Marco Eduardo Pachon docente de carrera del programa de Zootecnia de la misma Universidad, de en el marco de la ejecución del proyecto: “Desarrollo de prototipos de negocios en biocomercio derivados de las cadenas sociales productivas localizadas en Girardot y el Alto Magdalena a partir de la vegetación del bosque seco …

Cultura Emprendedora Investigativa Caso Egresados En Las Sedes, Seccionales Y Extensiones De La Universidad De Cundinamarca, Olga Marina García Norato, Ignacio Gómez Roldan, Sandra Milena Melo Perdomo, Carlos Arturo Narváez Benavides, Yudy Marlen Bonilla Bonilla, Luz Alejandra Riveros Sáchica, Luz Mireya Rincón Mora, Cesar Augusto Giraldo Duque, Benjamin Andres Manjarrés Zarate, Oswaldo Vanegas Flórez, Jairo Alonso Ávila Moreno, Dario Benavides Pava, Juan Manuel Andrade Navia, Miguel Alejandro Flechas Montaño

Ciencias Administrativas, Económicas y Contables

Con el ánimo de impulsar la investigación de la universidad desde las culturas emprendedora e investigativa, este libro de investigación tiene por objetivo analizar la cultura emprendedora investigativa de los egresados de la Universidad de Cundinamarca en Ubaté, Girardot, Chía, Facatativá, Zipaquirá, Fusagasugá y plantear alternativas de intervención pertinente a cada contexto. Metodología: Con alcance exploratorio y descriptivo de investigación cualitativa, se da la fundamentación teórica de cultura emprendedora investigativa, se diseñó y aplicó un instrumento en línea los egresados en los municipios donde está establecida la Universidad. Se estudiaron las frecuencias para seis niveles de la escala de Likert …

The Economics Of Altruism: An Exploration Of Self And Collective Identity, Catherine Krempasky

Honors Projects

There is a belief that students in college often pursue an undergraduate business degree due to the money that comes with the industry. Whereas students pursuing an undergraduate degree in health and human services are believed to be more altruistic, pursuing jobs such as social work, nursing, criminal justice, and other careers that give back to communities despite their often lower-than-average salaries. While this difference in altruism is a common belief, it has rarely been a proven one. Therefore, this study seeks to examine the difference in altruism between students from the Schmidthorst College of Business and the College of …

Ceo Characteristics And Compensation In Fortune 100 Companies, Adam C. Carroll

Theses & Dissertations

The existing literature on CEO compensation places heavy emphasis on the interrelationships between educational background and personal experiences of a CEO and how it affects a firm’s performance and, in-turn, how the firm’s performance impacts the CEO compensation. However, there is sparse research on the direct impact that socio-demographic factors and other variables have on CEO compensation. This dissertation’s aim is to identify if socio-demographic factors play a role in how a firm compensates its CEOs by using information gathered from the CEOs of the top Fortune 100 companies.

Given the non-random and limited sample, the primary research methods in …

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.

Analysis For An Efficient Operation Of Solar Power Plants In India Using Different Variables/Parameters, Sonal Bansi Shinde

Electronic Theses, Projects, and Dissertations

Vast renewable energy facilities rely heavily on accurate predictions of future solar power output.  This study investigated the various factors causing poor, inefficient operation of Solar Plants and different methods to identify underperforming equipment. The main questions are: Q1: How can we predict electricity generation over the next several days so that the plant can run at peak efficiency? Q2: How can we figure out the exact maintenance needs of any power plant?  Q3: How do we identify faulty equipment to improve its efficiency to improve overall performance? and Q4: What are the different factors that are causing an inefficient …

Novel Technologies And Their Effect On The Customer Journey: Customers' Sentiment With Tesla App, Andrew Jaymes

Electronic Theses, Projects, and Dissertations

This culminating experience project explores how novel technologies, such as artificial intelligence (AI), the Internet of Things (IoT), and virtual and augmented reality (VR/AR), impact customer experience. The customer journey framework was used to analyze customers' responses to interactions with novel Technologies integrated into Tesla electric vehicles. After gathering customer response data from the Tesla Motors subreddit page, we were able to score customer experiences with the Tesla app, over-the-air software updates, and full self-driving features, using the NRC sentiment lexicon. Our results showed customers tended to express more positive sentiments than negative sentiments when describing their experiences with these …

Analyzing Business-Focused Social Networks In Hiring: The Influence Of A Job Candidate's Network On A Recruiter's Hiring Recommendation, Hannah V. Kibby

Graduate Theses and Dissertations (2019 - present)

Social media has altered the ways in which people interact. Business-focused social media profiles, such as those on LinkedIn, can act as a proxy for a traditional resume. However, these websites differ from a traditional resume in that information presented is sometimes informal, personal, and irrelevant to the member’s career. Furthermore, HR employees are able to view a job candidate’s social network. This research investigates the influence of a recruiter’s knowledge of an applicant’s professional network on the recruiter’s perception of the applicant’s trustworthiness and hence their willingness to take risk in the hiring relationship. A review of the literature …

Systematic Scoping Literature Review To Study The Impact Of Leabnese Financial Crisis 2019-2020 On The Banking Sector, Nour Mohamad Fayad

BAU Journal - Creative Sustainable Development

Over the last thirty years, blunders have been committed in the Lebanese financial sector. Besides, mistakes made with good faith, and the financial and economic crisis of years 2019 and 2020, on the other hand, has resulted in much greater deficiencies of trust and rises in the emotional distance between Lebanese people and their banks than the previous crisis. One collateral effect of the crisis and the, at times, scorching antagonisms that have afflicted banks and their customers has been an unfathomable reluctance on the part of banks to interact with their consumers. Therefore, this research spots the light on …