Business Analytics Commons^™

Harnessing Technology To Solve Social Problems, Ian Hassell

SMU Human Trafficking Data Conference

No abstract provided.

Institutional Pilot Changes Lead To A Reduction In Emergency Department Boarding Patients, Rohan Akhouri, Jennifer Watts, Christopher S. Kennedy, Kelly A. Sinclair, Bethany Bolt, Ashley Daly

Research Days

Background: Crowding and boarding pediatric emergency departments (ED) is an ongoing problem associated with a mismatch in resources and patient care demands. ED boarding can be defined as a patient admitted to an inpatient unit who remains in the ED. ED boarding occurs when there is limited availability of inpatient bed space – either due to patient volume or decreased staffing. ED boarding is associated with adverse events, and increased mortality. Few studies address the impact of inpatient strategies on ED boarding. The objective of our study was to evaluate hospital-based strategies within a single institution and their effect on …

An Evaluation Of Environmental, Social, And Governance Standards On Fund Performance: Comparison Of Esg Funds In The United States And The European Union, Gracie Del Real

Scholar Week 2016 - present

The growing importance of environmental, social and governance (ESG) policies in global industries has attracted special attention from investors seeking to evaluate companies beyond traditional financial metrics. This study aims to determine if there is a statistically significant difference in the returns of ESG funds between the United States and the European Union. ESG factors encompass environmental, social and governance standards, with each region exhibiting unique regulatory approaches and implementation levels. The project recognizes the current lack of universal standards in ESG assessment and the prevalence of issues of misinformation, greenwashing and transparency in reported data. By comparing randomly selected …

Harrisburg Workforce Study, Coumba Seck

Harrisburg University Research Symposium: Highlighting Research, Innovation, & Creativity

Harrisburg University proposes an exploratory case study to examine workforce participation and patterns in the downtown Harrisburg Area as part of its mission to support business creation and economic development. This research interest has resulted from uncertainty regarding the number of local employees returning to work in a face-to-face environment in the post-pandemic era compared to other metropolitan areas in the United States.

This preliminary research seeks to provide empirical evidence of the current and predictive state of workforce participation in Harrisburg for the purposes of informing urban planners, downtown business owners and other decision makers concerned with many aspects …

Digital Transformation Of Smes Through Social Media, Georgette Eugenia Otoo, Raphael Amponsah, Eric Afful-Dadzie, Emmanuel Awuni Kolog

African Conference on Information Systems and Technology

This research paper explores the strategic integration of social media platforms by Small and Medium-sized Enterprises (SMEs) in Low- and Middle-Income Countries (LMICs) beyond marketing. Drawing from Resource-Based View and Dynamic Capabilities theories, the study investigates how social media enhances management, coordination, and control functions. Through five diverse case studies from Ghana, findings reveal SMEs’ innovative use of platforms like Instagram, WhatsApp, Slack, and Trello. These platforms foster efficient internal communication, customer engagement, project management, and talent acquisition. Challenges such as technical expertise and dynamic digital landscapes are identified.

"Church On My Couch": Predicting The Future Impact Of Online Ministry Based On The Impact During Covid-19, Samukeliso Mabarani, Sikhumbuzo Dube

Adventist Human-Subject Researchers Association

With “everything from home” as the new norm, “how does the use of digital platforms impact Adventist education, community engagement, and spiritual outreach?” Using a quantitative approach, we draw insights from online ministry during Covid-19 and use the insights to predict the future impact of online ministry statistically.

Payments Data In Gambling Research, Kasra Ghaharian, Mana Azizsoltani

International Conference on Gambling & Risk Taking

A considerable body of gambling-related research has leveraged gamblers' behavioral tracking data to address a broad set of research questions. These data have typically comprised of gamblers' betting-related behaviors including, for example, the frequency and volume of betting. The analysis of gamblers' payment-related behavioral data is far less common, but provides a fruitful avenue gambling-related research.

In this presentation we discuss a selection of potential research opportunities that payments transaction data presents. We supplement this discussion with specific analyses that have been performed by our research group. We also discuss knowledge gaps and areas for future research.

The Rocket: Analyzing Rtp (Return To Player), Payoff Distribution And Player Behavior In Crash Games, Mikhail M. Sher, Robert Haywood Scott Iii, Jonathan A. Daigle

International Conference on Gambling & Risk Taking

Abstract

Rocket is a crash game developed by DraftKings, an American publicly traded online casino, sports betting and fantasy sports company. DraftKings Rocket is a game played with a rising rocket. Players must exit the rocket at any point before the rocket crashes. In that case they receive the payoff in accordance to the multiplier of their exit point. If the rocket crashes before the player bails, player’s payoff is 0 (and they lose their bet).

The game boasts an unprecedented 97% RTP (Return to Player). For comparison, Atlantic City casino slots typically have a 91-92% RTP, while Vegas casino …

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 …

P-03 Longitudinal Study- The Impact Of The Covid Epidemic On The Asian-Pacific Region In Terms Of Balance Of Payments, Current Account, Total, Net (Bpm6), And Percentage Of Gdp, Yilei Li

Celebration of Research and Creative Scholarship

Due to the impact of the COVID epidemic, growth in the world's three largest economies has stagnated, inflation has exceeded expectations, and the global economic outlook is bleak and full of uncertainty This study aims to analyze the phenomena of economic decline following the COVID outbreak by comparing the effects of the epidemic in 37 nations in the Asia-Pacific area (Korea, the Republic of; Cambodia; Papua New Guinea; Tuvalu, etc.) before and after the outbreak. The approach employed in this study is a longitudinal survey that analyzes the balance of payments, current account, total, net (BPM6), and percentage of GDP …

P-04 The Impact Of The Great Recession In 2009 On The Exports Of Goods And Services Between 2000-2019, By 25 Countries In Asia And Africa - Two Way Anova Repeated Measure., Melusi Shepherd Maseko, Jerry Chi, Grace Chi

Celebration of Research and Creative Scholarship

Abstract

Calamities such as the 2007-2009 Great Recession, caused by the collapse of the housing market mainly incited by low interest rates and easy credit, leave a trail of profound and devastating damage in their wake. High rates of unemployment, stock market crashes and reduction in consumption rate etc. are but a few of the effects. There is evidence of certain nations being better equipped to field economic downturns such as recessions or environmental calamities such as floods and storms. The interest area for this research was to ascertain the impact that the 2009 great recession had on exports of …

What Happened In The Past: How Experience Does Not Mean Squat When It Comes To Adapting To The Changing Nature Of Work, Shawn M. Bergman

River Cities Industrial and Organizational Psychology Conference

The magnitude and pace of workplace change mean that individuals also need to adapt and change their approach to solving modern business problems. The fact that analysis, creativity, and adaptability skills are continually listed as some of the most in-demand employee skills indicate that the workforce has not kept up. Instead, people rely on experience and intuition to solve novel problems. This reliance is concerning because neither have ever been listed as in-demand employee attributes and because experience often has a negative relationship with job performance. The session will introduce a decision-making framework and problem-solving approach, which first involves understanding …

The Effect Of Innovation Performance On The Pricing In Private Placement, Tong Liu

Undergraduate Student Research Internships Conference

We propose a research project examining the effect of firms’ innovation performance in the pricing of private equity placements, namely private investments in public equity (PIPEs). We investigate whether firms’ previous innovation outputs have been considered in the PIPE issuance. Innovative activities are important for firms to gain strategic advantage against their competitors. Firms with innovative opportunities frequently lack capital. However, financing innovation tends to be more difficult due to the uncertainty and information asymmetry (Acharya and Xu, 2017). Compared to public firms, private firms have the limitations to access the broader investor pool and higher cost of capital. Unlike …

Project Khepri: Mining Asteroid Bennu For Water, Erika Frost, Gowtham Boyala, Adam Gremm, Ahmet Gungor, Amirhossein Taghipour, Massimo Biella, Jiawei "Jackson" Qiu, Athip Thirupathi Raj, Arjun Chhabra, Adam Gee, Saanjali Maharaj, Erin Richardson, Julia Empey, Haidar Ali Abdul-Nabi, Lindsay Richards, Ariyaan Talukder, Aaron Groh, Brie Miklaucic, Jd Carlson, Kristina Kim, Maverick Cue

Undergraduate Student Research Internships Conference

Deep space asteroid mining presents the opportunity for the collection of critical resources required to establish a cis-lunar infrastructure. In specific, the Project Khepri team has focused on the collection of water from asteroid Bennu. This water has the potential to provide a source of clean-energy propellant as well as an essential consumable for humans or agriculture on crewed trips to the Moon or Mars. This would avoid the high costs of launching from Earth - making it a highly desirable element for the future of cis-lunar infrastructure. The OSIRIS-REx mission provided a complete survey of asteroid Bennu and is …

The Use Of Social Listening In Understanding The Consumer Perception, Attitudes, Emotions, And Predicting The Purchase Intentions, Ubedullah Khoso

3rd IBA SBS International Conference 2024

Purpose: The objective of this research is to use social listening in exploring the factors which affect the consumers’ perceptions, attitude, and emotions which lead to purchase intentions.

Introduction and Literature Review: Over 3.8 billion people use social media that is around 45% of the world’s population(Statista, 2022). The ever evolving technologies and the adaption of these technologies is changing how we access information, how we communicate, and how we respond to different stimuli (Ospina, 2019). How we communicate, listen, and interpret using a domain of social media is termed as social listening (Stewart & Arnold, 2018). Specifically, social listening …

Statistical Study Into The World Of Nft Investing And The Process Behind It, Daon Morris, Teddy Gamboa, Akeisha Belgrave

Harrisburg University Research Symposium: Highlighting Research, Innovation, & Creativity

For the purpose of this project, we gathered data from the young adults and adults of the Harrisburg University campus in support of the fact that NFT’s are not like other forms of investments in terms of the strategy used. Rather, the way people invest in them is by just simply looking at the picture, and whatever NFT people think looks cool is the NFT that will skyrocket in value.(Class Project)

Branding, Internationalization And Performance Of Restaurant Chains, Saarthak Bhatia, Joel Smith

Symposium of Student Scholars

Every year, restaurant companies try and find new and innovative ways to grow their business. Many companies look towards creating new brands and expanding internationally as a means of achieving this goal but do multibranding and the scope of internationalization (number of countries) have an influence on the firm performance of restaurant companies? We dive into this by looking at data from over 100 publicly traded companies to see what the results show.

The examination period for this study was 1997 to 2019. Data for 2013-2019 is still being collected. Sample selection started with 118 publicly traded restaurant firms listed …

Extracurriculars: An Investment In Tomorrow’S Generation, Charles Merriam

Student Research Symposium

High school age students across the country find themselves either underperforming in or dropping out entirely from high school. This already alarming issue increases in severity when we discover that the majority of these students belong to groups that need what a high school diploma has to offer the most. My research aimed at discovering how involvement extracurricular activities can motivate these students and provide them with the tools necessary to succeed. I investigated the topic using the University Library Database and other online databases to collect and evaluate primary and secondary sources. These sources focused mostly on studies that …

Geospatial Analysis Of Drug-Related Crimes In Local Communities In Utah, Erin Crump

Student Research Symposium

According to the 2021 World Drug Report released by the United Nations Office on Drugs and Crime (UNODC), over 36 million people among 275 million people who used drugs worldwide suffered from drug use disorders in 2020 alone. In addition, the number of people who use drugs is estimated to increase by 11 percent globally by 2030. Therefore, there exists a strong need to further understand drug usage and drug-related crimes to address prevention and intervention policies. In particular, the identification of geographical locations with frequent drug-related crimes is very critical for law enforcement agencies and state/federal governments to establish …

General Adversarial Networks In Tumor-Related Research: A Review And Agenda For Moving Forward, Andrew James Behrens, Cherie Noteboom

SDSU Data Science Symposium

Recent advances in Generative Adversarial Networks (GANs) have led to many new variants and uses of GANs. The latest advancements have allowed researchers and practitioners to apply this technique to tumor-related problems with limited data. One of the trends in this problem domain is to develop different variants of GANs suited explicitly to particular problems. The variants of GANs are numerous but share a common characteristic of expanding the dataset by creating synthetic data from the original dataset. This paper aims to develop a research agenda through a systematic literature review that investigates practitioners' and researchers' emerging issues and current …

Deploying Live Dashboard Data Using Usda Data Apis To Inform Farmers/Producers, Indira Fuyal, Paurakh Paudel, David Zeng

SDSU Data Science Symposium

The main objective of this project is to provide the farmers/producers and small business owners with a data intensive information hub to better understand the market trends and patterns in an interactive way to help make informed decisions. This technology is part of a larger project that includes AI powered data services to provide users with decision making support for real time data solutions. Together with Natural Language Generation, there is a huge potential to deploy this technology. In this small demo of this hugely beneficial technology, we make use of the publicly available Open Data Services – ESR Data …

Session 5: Equipment Finance Credit Risk Modeling - A Case Study In Creative Model Development & Nimble Data Engineering, Edward Krueger, Landon Thompson, Josh Moore

SDSU Data Science Symposium

This presentation will focus first on providing an overview of Channel and the Risk Analytics team that performed this case study. Given that context, we’ll then dive into our approach for building the modeling development data set, techniques and tools used to develop and implement the model into a production environment, and some of the challenges faced upon launch. Then, the presentation will pivot to the data engineering pipeline. During this portion, we will explore the application process and what happens to the data we collect. This will include how we extract & store the data along with how it …

The Cost Of Big Data: Evaluating The Effects Of The European Union’S General Data Protection Regulation, Kara Rebecca White

EURēCA: Exhibition of Undergraduate Research and Creative Achievement

In the 1990’s the World Wide Web was created, drastically changing the way we do business, communicate, and live our lives. Ten years later in the early 2000’s the dot com boom happened, and several years later, new technology giants emerged—like Amazon, Google, and Facebook. From this, we now face “big data” that promises to solve world problems, but has the potential to create turmoil and malfeasance. My research examines the impact of the General Data Protection Regulation (GDPR) enacted in the EU in 2016 on firm value using Tobin’s Q and CARs. Using regression analyses, I observe that Tobin’s …

Amazon: A Maze Through China - An International Marketing Case Study, Hanane Goubil

Symposium of Student Scholars

Amazon is an e-commerce technology company best known for its fast delivering time and for being one of the tops of the big four technology companies in the United States. Despite its success in the U.S. and several countries abroad, it has struggled to succeed in China since 2004 where Alibaba and JD.com control 82% of the market. This is due to Amazon failing to compete with Alibaba and neglecting to acclimatize their online offers to appease Chinese customers’ preferences. An example of this is that Alibaba has its own payment system called Alipay, while Amazon had yet to include …

Market Research: How To Keep And Gain Customers, Chris Mccall

Symposium of Student Scholars

Customer-centered market research is essential to the creation and management of successful marketing campaigns. A company that understands their customers will be able to provide those customers with products and services that fit their needs better than the competition, and ultimately increase profits. My research focuses on a database containing customer information for a telecommunications company called Telco. Within this research, I will focus on a number of customer attributes including demographics, services provided, payment methods, contract lengths, monthly charges, and tenure with the company. Considering how these attributes relate to one another will give me a better understanding of …

Coding Ivey Publishing: Building Sustainable Values For Tomorrow's Business Leaders, B. Pick

Undergraduate Student Research Internships Conference

A reflection on the future of sustainability in business as it pertains to Ivey Publishing's case collection and the coding system developed through the USRI program.

The Implementation Of Lean Six Sigma For Operational Excellence In Digital Emerging Technology Companies, Bart Lameijer, Wilmer Pereira, Jiju Antony

International Conference on Lean Six Sigma

Purpose: The purpose of this research is to develop a better understanding of the hurdles in implementing Lean Six Sigma (LSS) for operational excellence in digital emerging technology companies. Design: We have conducted case studies of LSS implementations in six United States based companies in the digital emerging technology industry. Findings: Critical success factors (CSF) for LSS implementations in digital emerging technology companies are: (1) organizational leadership that is engaged to the implementation, (2) LSS methodology that is rebranded to fit existing shared values in the organization, (3) restructuring of the traditional LSS training program to include a more incremental, …

Lss4.0 - Creating Opportunities From Existing Limitations, Tanawadee Pongboonchai-Empl

International Conference on Lean Six Sigma

Abstract

Purpose: This research explores Lean Six Sigma (LSS) limitations identified in previous studies and underpins the need to integrate Lean Six Sigma with Industry 4.0. Furthermore, this paper presents a use case for an opportunity offered by data-driven tools.

Method/Approach: Expert Interviews were conducted with senior Lean Six Sigma practitioners and academics in Europe. The data were analysed using qualitative content analysis and NVivo software.

Findings: This paper reveals limitations experienced by practitioners and their causal relationships. Additionally, new limitations have emerged, reinforcing the urgency to inject data-driven technologies into the traditional LSS Framework. Associated with this is the …

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 …