Business Analytics Commons^™

Nike's Product Recommendation System And Incorporation Of Ai, Quinton Truman Lamers

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

A Comprehensive Study Of Patent Litigation In The Pharmaceutical Sector: Employing Network Theories, Graph Neural Networks, Agent Based Modeling, Bayesian Network Autocorrelation Models, Sreehas Gopinathan

Information Systems & Operations Management Dissertations - Archive

Understanding the dynamics and predictors of patent litigation is crucial in intellectual property management, especially given the competitive edge patents offer companies. Also, patents serve as both legal tools and repositories of innovation. This research delves into the complex world of patent litigation within the pharmaceutical industry, focusing on creating and applying advanced computational models to study litigation propensities. Techniques such as Graph Neural Networks (GNN), Agent-Based Modeling (ABM), and Bayesian Analysis of Network Autocorrelation Models (BANAM) are employed to explore the litigation phenomenon

"Reconstitute": Business Plan Of A Start-Up Art Invsetment Bussiness: Artvest, Jianing Wang

MA Projects

Art is still used as a financial hedge in times of economic uncertainty. According to Artnet’s Financial Art Index, “The art market outperformed the S&P 500 from January 2022 to July 2023, with art returns rising by 4.2% in nominal terms, while the S&P 500 lost 6.6% during the same period.” 1 Although we are currently in a period of uncertainty about the future global economic outlook, the impact of fluctuations in art prices is relatively low. ArtVest will establish against post-pandemic New York in 2024, seamlessly bridging the realms of art and investment. ArtVest recognizes the potential in the …

The Moment Of Beijing, Zhang Yue

MA Projects

After a complete COVID-19 lockdown of three years, most Chinese people crave opportunities to replenish their already waned and suffocated needs in the cultural and artistic realm (21st Century Economy, 2023). Seeking this invaluable time to enhance city influence and cultural image, major metropolises, especially Beijing, actively appeal to various exhibitions, shows, and cultural tourism resorts. The scope is almost unprecedented: cultural tourism, music, art, fine art, creative art, and traditional produce harmoniously integrate and captivate thousands of people. People’s need for art and culture is here, and Beijing is ready to make full strides. It is at this critical …

Consumer Liability And Firm Responsiveness: Evidence From Automobile Recalls, Kashef Abdul Majid, Hari Bapuji

Business

Regulations for product recalls differ internationally. In some countries, the responsibility rests entirely with manufacturers to quickly take corrective measures to ensure consumer safety. In other countries, penalties may also be imposed on consumers who persist in using products that have been recalled. We hypothesize that firm responsiveness (as measured by the time between the product release and the recall) will be higher in markets where product safety regulations that include consumer liability than in markets where product safety regulations focus solely on firms, and that firms that standardize their vehicles across such markets become more responsive in both those …

The Future Of Building: The Potential Impacts Of 3d Printing Within The Construction Industry, Alyssa Morrison

Honors Theses and Capstones

This research investigates the expanding practice of 3D printing in construction, focusing on its potential impacts and challenges it will face within the industry. Emphasizing both its sustainability and cost-saving benefits, this paper examines how 3D printing could potentially revolutionize traditional building methods. The ability to decrease greenhouse gas emissions, address the global housing shortage, and reduce material waste are addressed. Through interviews with industry professionals, as well as a thorough literature review, the research explores the factors driving interest and investment in 3D printing technology. Additionally, it analyzes common misconceptions regarding 3D printed structures and pinpoints areas for further …

Artificial Intelligence In Stock Analysis And Portfolio Building, Sean M. Lynch

Honors Theses and Capstones

The emergence of artificial intelligence (AI) investment analysts, often referred to as “robo-advisors”, has the potential to change traditional portfolio management. These systems access vast amounts of data and make portfolio management decisions and stock market predictions. In this study, I compared AI-generated portfolios with portfolios that were created manually. Surprisingly, the human-generated portfolios outperformed the AI portfolios. However, the prompt used in the AI application affects these results. The subset of AI portfolios that were created with specific objectives specified in the prompts outperformed those that were created with more generic prompts. Overall, this research sheds light on the …

College Sports As A Business: How Name, Image, & Likeness Deals Have Altered The Way Colleges Operate, Jake Alexander Macinnis

Honors Theses and Capstones

The introduction of NIL (Name, Image, and Likeness) rights for student-athletes by the NCAA has significantly altered college athletics, enabling athletes to profit from their personal brands. In this thesis, it examines the multifaceted impacts of thesis changes on student athletes, universities, and the broader collegiate sports ecosystem. Some of the key areas explored include the rise of NIL collectives, the influence of lucrative TV deals on conference realignment, and modifications to the transfer portal. The research highlights the lack of transparency in collective payments, raising concerns about regulation amongst colleges and universities on all levels. This complicates recruitment as …

Tracking Social Media Conversations On Extreme Weather Discussion: A Longitudinal Analysis, James Chen, Suhong Li

Information Systems and Analytics Department Faculty Journal Articles

With the increasing number of extreme weather events and various disasters, people are paying more attention to environmental issues than ever, particularly global warming. Public debate on it has grown on various platforms, including newspapers and social media. This study examines emotions of the general public on global warming in the context of extreme weather events, how emotions differ by location and the change of emotion on those topics over the time. Topic modeling is used to reveal dominant topics for each type of extreme weather. The results show that discussions on Twitter predominantly focus on floods and drought/heatwaves. There …

Mechanism Design For Optimizing On-Chain Sell Order In Market Without Market Maker, Nico Pei

CMC Senior Theses

The absence of market makers alters the microstructure of the market. It’s difficult to get exposed to time-weighted prices in markets without market makers. In this paper, we delve into three mechanism designs – discrete gradual dutch auction, continuous gradual dutch auction, and variable rate gradual dutch auction – to study how to execute time-weighted sell orders on blockchain in a market without market makers. To make it simpler for readers to understand, we imagine an example of helping a close friend of Picasso to sell his 100 Picasso paintings in the next 10 years since 1970, with the private …

Netflix And Their Customer Acquisition Model, Maximus Drew

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

A Comprehensive Investigation Of Shipping Business Performance And Corporate Governance Towards Maritime Sustainable Development, Evangelos Darousos

World Maritime University Ph.D. Dissertations

Shipping has always been associated with worldwide socioeconomic advancement, and it continues to be responsible for transporting 80% of all international trade. The shipping industry is undoubtedly one of the most globalized, and as such, it is governed by a comprehensive and dynamic regulatory framework that prioritizes the preservation of the maritime and coastal environment, the safety and security of the crew members and the vessels as primary company assets, and the proper conduct of all shipping operations. Nevertheless, there are frequently significant barriers to the adoption of practices allowing for the sustainable development of the shipping industry, a continuous …

Trust In E-Commerce And Its Impact On Digital Marketing Strategies, Akshay Tailor

Theses and Dissertations

Background: The rise of e-commerce has transformed consumer behavior, with trust playing a critical role in determining the success of online platforms. Prior research suggests that privacy and security concerns, as well as transparency and social proof, significantly affect consumer trust in e-commerce. This study aimed to investigate how strong security measures, privacy safeguards, and social media marketing initiatives influence consumer trust and purchasing decisions in e-commerce environments.

Methods: A survey was conducted with 232 students from Illinois State University, focusing on key factors such as privacy protection, security, transparency, and social proof. The survey used a Likert scale to …

Impact Of Financial Management System On Organizational Accountability And Responsibility: A Study Of Corporate Entities, Nur Farhanah Binti Marjuni, Junaid M. Shaikh

ASEAN Journal on Science and Technology for Development

This research investigates the impact of Financial Management Systems (FMS) on organizational accountability and responsibility in Brunei's manufacturing sector, utilizing a mixed-methods approach that includes primary data collected through questionnaires distributed to 41 local manufacturing companies and supplemented by secondary data from other ASEAN countries for comparative analysis. The primary focus is to assess the awareness and significance of efficient FMS implementation. Findings demonstrate a substantial influence of FMS on organizational accountability and responsibility, supported by an analysis of primary and secondary data from the ASEAN region. Nevertheless, this study acknowledges limitations such as its exclusive focus on Brunei and …

Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco

Journal of International Technology and Information Management

Developing an effective business analytics function within a company has become a crucial component to an organization’s competitive advantage today. Predictive analytics enables an organization to make proactive, data-driven decisions. While companies are increasing their investments in data and analytics technologies, little research effort has been devoted to understanding how to best convert analytics assets into positive business performance. This issue can be best studied from the socio-technical perspective to gain a holistic understanding of the key factors relevant to implementing predictive analytics. Based upon information from structured interviews with information technology and analytics executives of 11 organizations across the …

From Technical Resolution To Agile Evolution: A Blended Role At Humane Interface Design Enterprise (Hide), Ketansingh Anil Patil

Dissertations, Master's Theses and Master's Reports

This report provides a comprehensive overview of my journey through two distinct roles at the Humane Interface Design Enterprise (HIDE) - as a Technical Consultant in Spring 2023 and an Agile Process Analyst in Fall 2023. My tenure as a Technical Consultant was marked by the application of academic knowledge and technical skills to tackle real-world challenges at HIDE, leveraging experiences from my capstone projects and my roles in the industry as an IT Analyst Intern at Milwaukee Tool and a Data Engineer at UST. This role at HIDE enhanced my problem-solving skills and contributed to the progress of the …

Risk Management Practices In The Aviation Industry: Lessons Learned And Effective Tools… A Mixed Method Approach, Jim W. Marion Jr. Phd, Tracey M. Richardson, Valerie Denney, Carlos Chaves

International Journal of Aviation, Aeronautics, and Aerospace

This paper provides a data-driven approach to apply lessons learned from Project Risk Management in the aviation industry. This is accomplished by performing a qualitative analysis to inform a second-pass quantitative analysis using tools like surveys, word clods and analysis through NVivo and Singular Value Decomposition (SVD). The results of this analysis show that the most important lessons are elements of early identification, rigorous risk identification and analysis and a focus on reducing risks inherent within the aviation history. Furthermore, the analysis yielded the following top tools for risks management within their phases of the project life-cycle: document review, checklists …

How Company Age Affects Esg Ratings, Jonathan Thomas

Honors Program Theses

As environmental, social, and governance, or ESG, has only gained prominence in the 21st century, a great host of data has become available from company’s sustainability reports which have yet to be fully analyzed. This paper examines the ESG ratings of publicly traded companies based on the different ages of the companies, Using company founding dates from FactSet Research Systems Inc. and ESG ratings from HIP Investor Inc. on companies that the agency evaluates, the average ESG ratings of companies were compared between four groups of companies divided based on their ages to determine whether results vary for the different …

Honors Project Hartville Potato Chips (Final) - College Of Business - Team 5 (Marketing Partnerchip), Isabela Schroeter, Justin Kriess, Trent Thomas, Devin Maddox, Irina Hacck, Jake Lubic

Williams Honors College, Honors Research Projects

TO EXPAND THE HARTVILLE POTATO CHIP COMPANY BRAND IN A WAY THAT WILL CREATE A UNIQUE POSITION IN THE MIND OF THE CONSUMER.

Regional Price Index 2023, Department Of Primary Industries And Regional Development, Western Australia

Statistics

The 2023 Regional Price Index (RPI) is the eleventh State Government Index contrasting the cost of a common basket of goods and services at a number of regional locations to the Perth metropolitan region. The RPI is used as the basis for the construction of the public sector district allowance, and by the private sector when considering remuneration packages for remotely located staff.

The RPI provides an insight into differences in regional consumer costs. The 2023 RPI basket of 185 goods and services was priced in 39 regional centres around Western Australia.

The 2023 RPI results show that, overall, prices …

Factors Influencing Anticipated Migration Patterns Across Metropolitan Cities In The United States Between 2018 And 2022, Vinayaka Gude, Ricardo Melendez, Md Monirul Islam

Faculty Publications

The COVID-19 pandemic has impacted people’s lives in various cities across the United States. This study explored the factors influencing anticipated migration patterns as indicated by the house search on the Redfin platform in 132 United States cities before, during, and after the COVID-19 Pandemic. The research addresses a crucial gap in the existing literature on recent trends in migration patterns, factors influencing this, and the potential impact of the pandemic. We employed a multivariate regression model to study overall migration and additional models to examine yearly data, identifying key factors that drive people to relocate. We identified that regions …

Milk Collection Problem: Integrating The Traveling Salesman And Set Covering Problem - A Case Study In West Virginia, Usa, Md Rabiul Hasan

Graduate Theses, Dissertations, and Problem Reports (ETD)

Route determination for perishable products is complex due to its unique characteristics, such as limited shelf-life regulatory requirements, or possibility of getting damaged. This research investigates a novel problem of collecting raw milk from a rural network of dairy farms. The research problem is grounded in a real scenario of milk collection in West Virginia, USA. The milk in this scenario is produced by small farms incapable of realizing transportation economies of density out in mostly rural areas throughout the state. Maximum coverage area and milk processing overhead costs are used to identify suitable locations for intermediate milk collection centers …

A Review On Machine Learning Methods For Customer Churn Prediction And Recommendations For Business Practitioners, Awais Manzoor, M. Atif Qureshi, Etain Kidney, Luca Longo

Articles

Due to market deregulation and globalisation, competitive environments in various sectors continuously evolve, leading to increased customer churn. Effectively anticipating and mitigating customer churn is vital for businesses to retain their customer base and sustain business growth. This research scrutinizes 212 published articles from 2015 to 2023, delving into customer churn prediction using machine learning methods. Distinctive in its scope, this work covers key stages of churn prediction models comprehensively, contrary to published reviews, which focus on some aspects of churn prediction, such as model development, feature engineering and model evaluation using traditional machine learning-based evaluation metrics. The review emphasises …

Justifying The Cost Of Implementing Contactless Travel In Non-Primary Airports: A European Perspective, Sumeet Hassan Anwar Mr., Humna Asad Miss

International Journal of Aviation, Aeronautics, and Aerospace

In the wake of the COVID-19 pandemic, the aviation industry faces an unprecedented push towards digital transformation. This paper delves into the economic, operational, and safety imperatives of implementing contactless travel solutions in Europe's non-primary airports. By juxtaposing the substantial upfront costs against the long-term operational savings and improved passenger experience, the study presents a compelling financial justification for such investments. Drawing on case studies and current trends, the research demonstrates that, despite initial expenditures, the adoption of contactless technology is a prudent strategy that aligns with evolving consumer preferences and the heightened need for efficiency and safety. The paper …

An Examination Of The Relationship Between Cheating In Online Classes And Technostress: Perceptions Of Business Faculty, Stacy Boyer-Davis, Kevin Berry, Amy Cooper

International Journal for Business Education

This research study investigated the relationship between technostress creators (techno-complexity, techno-insecurity, techno-invasion, techno-overload, and techno-uncertainty) and faculty perceptions of student cheating in online classes. Data were collected from faculty members of the Management and Organizational Behavior Teaching Society (MOBTS), a member of the AACSB Business Education Alliance, the American Society of Business and Behavioral Sciences (ASBBS), an interdisciplinary professional organization comprised of faculty teaching in accounting, finance, management, marketing, organizational behavior, and computer information systems, and other research panels during 2021 (N = 94). Findings from regression analysis indicated that the techno-complexity subconstruct is positively related to a faculty’s perception …

The Clarity Of Business Models In Integrated Accounting Reports, Gabriel Donleavy

Jurnal Akuntansi dan Keuangan Indonesia

In this study, 664 students enrolled in accounting theory courses at both the undergraduate and postgraduate levels at the University of New England were tasked with the assignment of critically assessing the decision usefulness and understandability of 2 to 4 integrated accounting reports. A key aspect of their analysis involved a critical examination of how the accounting reports conveyed the business models employed by the respective companies. In the case of consolidated reports, students were expected to observe distinct business models for each segment of the group or identify a robust rationale if only one model was presented. A team …

Reducing Food Scarcity: The Benefits Of Urban Farming, S.A. Claudell, Emilio Mejia

Journal of Nonprofit Innovation

Urban farming can enhance the lives of communities and help reduce food scarcity. This paper presents a conceptual prototype of an efficient urban farming community that can be scaled for a single apartment building or an entire community across all global geoeconomics regions, including densely populated cities and rural, developing towns and communities. When deployed in coordination with smart crop choices, local farm support, and efficient transportation then the result isn’t just sustainability, but also increasing fresh produce accessibility, optimizing nutritional value, eliminating the use of ‘forever chemicals’, reducing transportation costs, and fostering global environmental benefits.

Imagine Doris, who is …

The Coming Transformative Impact Of Large Language Models And Artificial Intelligence On Global Business And Education, Eva K. Jermakowicz

Journal of Global Awareness

Rapid advances in the capabilities of Large Language Models (LLM) as a basis for Artificial Intelligence (AI) applications, and their sudden wide accessibility, have garnered significant attention recently. These technologies (e.g., ChatGPT, BARD), which have the ability to predict and generate human language, have led to excitement and concerns regarding their use in various industries. This paper explores the history of LLM, examines their applications in business and education, and delves into the critical ethical concerns and challenges of these emerging technologies to ensure that their uses are not only effective, but also responsible and equitable.

Investing In The Future: A Holistic Examination Of Personal And Behavioral Influences On Cryptocurrency Investment, With A Focus On Social Influence And Crypto Expert Guidance, Zainab Safdar, Bushra F. Malik, Huma Ayub, Abida Ellahi

Accounting, Business Analytics, Economics, and Finance Department Faculty Articles

The research aimed to investigate the influence of personal and behavioral factors on cryptocurrency investment, with the introduction of social influence and crypto expert recommendations as moderators to augment the impact of these factors. Utilizing the snowball sampling technique, a survey was conducted with a sample of 349 cryptocurrency investors in Pakistan. The study employed Smart PLS 3.3M3 for moderated mediation analysis of the survey data. Results indicate that personal and behavioral factors significantly and positively impact cryptocurrency investment. Profit expectation serves as a positive mediator in the relationship between personal and behavioral factors and cryptocurrency investment. Additionally, social influence …

Is The Declining Birthrate Really An Issue For The Economy?, Harsh Ramesh Pednekar, Theodore Lee, Darrion Chin

Introduction to Research Methods RSCH 202

This study aims to explore the complex implications of declining birth rates on the economy, focusing on GDP per capita as a crucial metric, and aims to uncover both potential opportunities and challenges stemming from this demographic transformation using regression analysis. Using a quantitative methodology and secondary data from OECD.stat, World Population Review, and World Bank, the study explores the relationship between declining birth rates and economic impacts. GDP per capita serves as an essential dependent variable, and it accounts for control variables such as labour force participation, literacy, and education levels, child dependence ratio, and physical capital. Past studies …