Management Information Systems Commons^™

Using Hybrid Machine Learning Models For Stock Price Forecasting And Trading., Ahmed Khalil

Theses and Dissertations

Trading stocks of publicly traded companies in stock markets is a challenging topic since investors are researching what tools can be used to maximize their profits while minimizing risks, which encouraged all researchers to research and test different methods to reach such a goal. As a result, the use of both fundamental analysis and technical analysis started to evolve to support traders in buying and selling stocks. Recently, the focus increased on using Machine learning models to predict stock prices and algorithmic trading as currently there is a huge amount of data that can be processed and used to forecast …

Unveiling Paradoxes: The Unforeseen Impact Of Content Moderation Policies In E-Commerce, Brandon Holle, Hang Nguyen, Suman Basuroy

Faculty Scholarship Symposium

In the dynamic digital marketplace, content moderation policies, specifically those addressing 'review bomb' removal, are designed to improve customer experience, nurture consumer trust, and enhance firm performance. However, our comprehensive research, comprising three studies utilizing real-world field data analyzed through regression discontinuity-in-time design and experimental investigations, reveals a surprisingly striking paradox. In contrast to their intended benefits, these policies yield an unexpected adverse impact on user behavior, the e-commerce platform, and listed product performance, resulting in a significant 27.25% drop in total users for products on the e-commerce platform. Drawing from expectancy disconfirmation theory, we uncover the mechanism underpinning this …

Impact Of Leadership In Project Management, Ian Wegh

Information Systems Undergraduate Honors Theses

Today’s business environment demands effective project management for enterprises to meet their goals and continue to be innovative. Inherently, this also means that project managers must have strong leadership skills. Project management provides a framework of techniques that provides a symbiotic relationship between both the framework and the leader. The idea behind project management is to complete objectives efficiently within a certain time period given a restricted number of resources. This means project management is a process of principles, tools, and methodologies used to effectively manage a team through the System Development Life Cycle. The System Development Life Cycle (SDLC) …

Balancing Perspectives: Assessing The Integration Of Ai In Academic Support Within Higher Education, Sami Ali

2024 Spring Honors Capstone Projects - Archive

The rapid advancement of A The rapid proliferation of Artificial Intelligence (AI) across various sectors highlights its transformative potential, yet its integration into educational settings raises ethical concerns, particularly regarding its misuse by students. This study conducts a detailed sentiment analysis and systematic literature review to examine the diverse perspectives on AI within education, from both academic and non-academic viewpoints. Utilizing advanced data mining tools to analyze sentiments and trends, this research reveals a complex landscape where optimism about AI’s capabilities is tempered by concerns over ethical implications and potential misuse. The findings contribute to the dialogue on leveraging AI …

A Study Of Cybersecurity Landscape In The United States: Trend, Regional Variations, And Socioeconomic Factors, Trang Thi Thu Horn

All-Inclusive List of Electronic Theses and Dissertations

The Internet has become an essential part of our daily lives. Cyberspace has emerged significantly with an enormous number of users, creating a lucrative hunting field for cybercriminals. The exponential growth of internet users and online activities, along with the increased sophistication of cybercrimes, is raising significant global concerns for individuals, organizations, and governments. This research aims to explore the cybersecurity landscape in the United States, investigate regional variations, and the potential impact of the COVID-19 pandemic on the number of cybercrimes. The study utilizes a mixed research method approach, including historical analysis and a Delphi study. Historical analysis studied …

External Adverse Neighborhood Factors Influence On Students' Grades 3-6 Schooling Success, Chloe Marie Janssen

Undergraduate Honors Thesis Collection

As education evolves with the growth of technology, it is crucial to study the impacts of external challenges on student outcomes within the classroom. The goal of the present cross-sectional study is to investigate the relationship between a student’s environmental factors and student-peer relationships, academic performance, and engagement, specifically within urban, low-income schools that exist in underserved areas of the community. The following research question is posed: How do external adversities in one’s neighborhood impact a student’s relationship to their peers and success in school? To learn more about this question, we conducted research in partnership with Butler University, the …

What Drives A Firm To Implement Environmental Sustainability Practices?, Julia Elisabeth Suess

Undergraduate Honors Capstone Projects

This literature review investigates the motivations that leads firms to implement environmental sustainability practices (EMPs). The research focuses on understanding how business strategy emphasizes sustainable firms and successfully managing their responsibility to employees, the natural environment, and shareholders to protect natural resources. The review answered questions in regard to the motivations to adopt EMPs, differences in proactive and reactive approaches, and environmental sustainability from an industry and country perspective. In addition, the business case demonstrates the cost and the benefits of environmental sustainability practices. The results stem from the motivations to adopt EMPs included external (consumers, competitors, regulators) and internal …

Impacts Of Energy Price Cap System On Electricity And Gas Prices In The Era Of Energy Crisis, Jyothi Swaroop Chava

Electronic Theses, Projects, and Dissertations

29 million households in the United Kingdom (UK) use Energy Price Cap and the UK government spend about 43 billion dollars a year which is 1.7 percent of the GDP in subsidizing the energy price cap subsidies to the households and businesses. The energy prices in the UK have seen a significant rise in the past few years for distinct reasons. This culminating experience project explains the mechanism of the energy price cap used for the household energy supply in the UK and how it has been affected between the years 2022 to 2024. The research questions are: (Q1) How …

An Exploration Of Synergy Evaluation Application Model To Support Implementation On Merger And Acquisition, Jieping Mei

Electronic Theses, Projects, and Dissertations

ABSTRACT

The project focuses on a comprehensive system’s analysis and design of the front-end of the Synergy Evaluation Application Model (SEAM) system for mergers and acquisitions (M&As). The research questions asked are: Q1. How did the SEAM system incorporate the system requirements and design that incorporated the strategic goals and priorities of both the acquirer and the acquiree? Q2. What data sources will the SEAM system rely on, and how does it overcome data integration, automation, visualization challenges? Q3. How will the model identify build in potential synergies, both quantitative and qualitative? The research questions were analyzed through the SEAM …

Data-Driven Forecasting For Effective Demand Management In The E-Commerce Ecosystem, Chirag Pandey

Electronic Theses, Projects, and Dissertations

This culmination project investigated and analyzed the impact of factors influencing sales forecasting models in the e-commerce ecosystem. The research questions are: Q1) To what extent are sales forecasting models in the e-commerce ecosystems influenced by customer demographic variables such as gender, age, and geographic locations? Q2) To what extent are sales forecasting models in the e-commerce ecosystems influenced by product specific factors? The datasets used were from Kaggle, and the Worldometer websites. The findings are: Q1) Individuals aged '55 or over' significantly impact total sales in both the USA and Brazil. Male consumers consistently accounted for a higher proportion …

The Impact Of Using Standard Quality Measures Such As Iso 9001:2015 On Emerging Software Companies Created With Agile Methodologies., Elisa Orillac

Harrisburg University Dissertations and Theses

This qualitative research aimed to analyze the impact of applying quality measure standards, specifically ISO 9001:2015, in emerging software companies that have decided to manage their projects through Agile methodologies. While Agile methodologies are well known for their continuous delivery of software, the quality that results from these projects is not always guaranteed. This research aimed to evaluate what benefits in terms of cost, timely delivery of working software, and production have companies who already applied QMS had. Or, if applying the QMS had a negative result, why was this the case? The hypothesis for the research was that those …

Examining Bgsu's Degree Audit And How To Make It More Effective, Ella Delzeith

Honors Projects

The purpose of this project is to better help students at BGSU schedule their classes throughout their four years while also making sure they are following along with their degree audit. Why are degree audits seen as confusing? Is there a better way to navigate the degree audit? How are students affected by an ineffective degree audit? Can a schedule be produced alongside the degree audit? Why is organization crucial in a degree audit? These are the guiding research questions for my project to help achieve my goal of creating a tool to help students navigate the degree audit in …

Factors Influencing The Perceptions Of Human-Computer Interaction Curriculum Developers In Higher Education Institutions During Curriculum Design And Delivery, Cynthia Augustine, Salah Kabanda

The African Journal of Information Systems

Computer science (CS) and information systems students seeking to work as software developers upon graduating are often required to create software that has a sound user experience (UX) and meets the needs of its users. This includes addressing unique user, context, and infrastructural requirements. This study sought to identify the factors that influence the perceptions of human-computer interaction (HCI) curriculum developers in higher education institutions (HEIs) in developing economies of Africa when it comes to curriculum design and delivery. A qualitative enquiry was conducted and consisted of fourteen interviews with HCI curriculum developers and UX practitioners in four African countries. …

Exploring Entrepreneurial Intention And Subjective Beliefs: A Comparative Analysis Of General Education Schools And Commercial Schools, Julia Riess, Bettina Fuhrmann, Gerhard Geissler

International Journal for Business Education

This study examines the entrepreneurial intentions of Austrian secondary school students, specifically comparing students from commercial schools with those from general education schools. We analyzed 2,329 data sets and found that subjective beliefs, primarily behavioral and control beliefs, significantly influence entrepreneurial intentions. In addition, demographic factors such as gender, language, acquaintance with entrepreneurs, and school type play a significant role in explaining the variance in entrepreneurial intentions.

Our detailed analysis shows that students from commercial schools have stronger entrepreneurial intentions and subjective beliefs. Particularly notable are the differences in behavioral beliefs, where students from commercial schools find all aspects of …

Comparing Cognitive Theories Of Learning Transfer To Advance Cybersecurity Instruction, Assessment, And Testing, Daniel T. Hickey Ph.D., Ronald J. Kantor

Journal of Cybersecurity Education, Research and Practice

The cybersecurity threat landscape evolves quickly, continually, and consequentially. This means that the transfer of cybersecurity learning is crucial. We compared how different recognized “cognitive” transfer theories might help explain and synergize three aspects of cybersecurity education. These include teaching and training in diverse settings, assessing learning formatively & summatively, and testing & measuring achievement, proficiency, & readiness. We excluded newer sociocultural theories and their implications for inclusion as we explore those theories elsewhere. We first summarized the history of cybersecurity education and proficiency standards considering transfer theories. We then explored each theory and reviewed the most relevant cybersecurity education …

Understanding Global Attitudes Towards Artificial Intelligence In The Workplace, William Medeiros

Honors Projects in Business

Artificial Intelligence (AI) has rapidly evolved over the years, emerging as a transformative technology with the potential to revolutionize various industries as well as the way humans work and live. With its ability to mimic human cognitive processes and perform complex tasks, this technology is becoming a powerful tool for automation, decision-making, and problem-solving. Despite these major advancements, several challenges still exist which need to be addressed in order to unlock its full potential. The goal of this research is to gain a better understanding of global attitudes towards AI in the workplace. The purpose is to expand upon existing …

Optimizing Oncological Care: The Influence Of Ai On Insurance Approvals, Brian Cox, Alberto Coustasse

Management Faculty Research

Within the United States, oncological treatments represent a considerable portion of the health care landscape, in terms of both their prevalence and associated costs. The year 2022 witnessed 1.9 million new cancer cases and over 600,000 cancer-related deaths, signaling the pressing need for efficient strategies in managing and addressing challenges in oncology. Studies suggest that using AI-based systems to standardize clinical data submissions and integrate electronic health records using the Fast Healthcare Interoperability Resources data standard can optimize these processes further.

Dretske’S Internal Maps: A Critical Component Of Knowledge Management, Strategy, And Ai, Theodore J. Randles, Lisa A. Gardner, Zhe Zhang

EKU Faculty and Staff Scholarship

Over two decades ago, guided by Randles and Thachenkary’s (2002) four-stage model, a video analysis of medical diagnostic teleconsultations was conducted. From this analysis came the knowledge combustion analogy of Randles and Fadlalla (2004) and the knowledge chemistry approach. The first tool of knowledge chemistry was the knowledge spectrum, and Randles, Miller, and Blades (2011) proposed that the knowledge spectrum could provide a framework for defining and assessing organization knowledge requirements and knowledge resources. Dretske’ internal maps are the cornerstone of knowledge requirements fulfillment analysis (KRFA). In this paper, their central role is demonstrated using the sales process as an …

The Important Role Of System Dynamics Investigation On Business Model, Industry And Performance Management, Lina Gozali, Teuku Yuri M. Zagloel, Togar Mangihut Simatupang, Wahyudi Sutopo, Aldy Gunawan, Yun-Chia Liang, Bernardo Nugroho Yahya, Jose Arturo Garza-Reyes, Agustinus Purna Irawan, Yuliani Suseno

Research Collection School Of Computing and Information Systems

Purpose: This research studies the development of the evolving dynamic system model and explores the important elements or factors and what detailed attributes are the main influences model in achieving the success of a business, industry and management. It also identifies the real and major differences between static and dynamic business management models and the detailed factors that influence them. Later, this research investigates the benefits/advantages and limitations/disadvantages of some research studies. The studies conducted in this research put more emphasis on the capabilities of system dynamics (SD) in modeling and the ability to measure, analyse and capture problems in …

Impact Of Government Outsourcing Contracts On High-Tech Vendors: An Empirical Study, Yi Dong, Nan Hu, Yonghua Ji, Chenkai Ni, Jing Xie

Research Collection School Of Computing and Information Systems

Outsourcing is an important strategic decision of high-tech firms. However, while the research has extensively studied the implications of outsourcing to high-tech clients, its impact on high-tech vendors remains underexplored. This study empirically estimates the impact of government outsourcing contracts on high-tech vendors. Employing the earnings-return analyses framework, we find that, for high-tech vendors engaged in government outsourcing contracts, the stock market places a higher value on each unit of unexpected earnings compared to other firms. Additionally, this impact becomes stronger for contracts with longer terms, for contracts outsourced by the U.S. government or by countries with better political and …