Management Information Systems Commons^™

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 …

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 …

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

2024 Spring Honors Capstone Projects

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 …

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 …

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 …

Leading Horses To Water During A Pandemic: Assuring Communication Learning For "Quants", Thomas Hall

International Journal for Business Education

Students who are attracted to quantitative disciplines of study can be reluctant to devote much attention to the important task of communicating, and previous research (Hostager, 2018) has identified statistically significant differences in learning approaches by major among undergraduate business students. This paper presents results of learning assurance for writing skills (direct measures) even when the content of the course relates to the highly quantitative topics of data analytics and finance. The approach combines various pedagogical methods in an undergraduate, writing-intensive setting: traditional testing but in an iterative framework, “flipped classroom” intensive work using spreadsheet software, repeated submission of brief …

Creativity In Information Systems Research: A Systematic Literature Review, Mojca Simonovič, Aleš Popovič, Matej Černe

Economic and Business Review

For more than six decades, creativity has been the cornerstone of diverse scientific disciplines, including psychology, sociology, and organizational behavior (OB) studies. Its fundamental role in guiding business prospects, driving development, and fueling economic growth has made it an essential research theme in many fields. Yet, despite its importance, scholars within the information systems (IS) discipline have highlighted the significant lack of attention paid to this concept in their research. The transformative role creativity plays in contemporary business environments, along with the ever-present need to innovate, compete, and grow, sparked our curiosity. Is creativity still an understudied area in 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 …

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

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

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 …

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 Technology, Organization, And Environment Framework For Social Media Analytics In Government: The Cases Of South Africa And Germany, Brenda M. Scholtz, Khulekani Yakobi

The African Journal of Information Systems

This paper investigates factors influencing the adoption of social media analytics (SMA) for citizen relationship management (CzRM). Three real-world cases of government departments, two in South Africa and one in Germany, were investigated, and focus group discussions were conducted. The technological, organizational, and environmental (TOE) theory and qualitative content analysis guided the data analysis. The findings revealed that in all cases, staff usually conducted a manual analysis of social media and SMA had not been implemented sufficiently to realize its full potential. Insights were obtained from TOE and factors were identified that should be considered for improving the planning of …

Analysis Of Us Airline Stocks Performance Using Latent Dirichlet Allocation (Lda), Amina Issoufou Anaroua

Beyond: Undergraduate Research Journal

Various events, such as changes in the interest rate or the hijacking of a commercial aircraft, can lead to significant shifts in airline stock performance. This study aimed to measure the impact of aviation-related news announcements on the stock performance of US airlines, focusing on different topics. The dataset included aviation news covering airlines, airports, regulations, safety, accidents, manufacturers, MRO, incidents, aviation training, general aviation, and others obtained from Aviation Voice. To uncover patterns that could explain the movements of US airline stocks, a natural language processing technique called Latent Dirichlet Allocation (LDA) was employed. The process involved text mining …

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.

An Illustration Of Using Adaptive Data Mining To Develop Strategic Knowledge Bases For Student Retention, Pi-Sheng Deng, Abhijit Chaudhury

Information Systems and Analytics Department Faculty Journal Articles

Technological development has engaged educational institutions in fierce global competition. To be competitive in meeting the changing needs of today’s student population, educational institutions find it imperative to prioritize student retention efforts and to develop strategies that interact with students to effectively provide additional value and service. In this study we developed a two-module system: a decision tree for predicting a student’s decision to stay until graduation and an affinity analysis algorithm for identifying the relationship between student attributes and student decisions. We followed a three-phase-six-stage adaptive data mining cycle in developing a knowledge base for student retention strategies. The …

Successfully Scaling Digital Technology Ventures: An Empirical Study Of The Strategic Choices That Maximize Firm Value, Scott Morris

Dissertations

Our study aims to understand the choices managers working for subscription-based digital ventures must make at arguably the most critical juncture of their firm’s lifecycle. With few slack resources to repair mistakes, managers at these scaling firms must make decisions that are larger in scope and scale than in the start-up phase. Tradeoffs are often required as decision-makers face choices such as investing more resources in sales and marketing to drive growth or in product development to improve quality and add new products or features. In many instances, the question is whether to forego some growth opportunities to maximize profitability …

Responses To General Capabilities Framework For Tertiary Education, Tony Shannon

International Journal for Business Education

The Australian Government Department of Education, Skills and Employment (DESE) is consulting on how best to develop a general capabilities framework for tertiary education. This is being done with NOUS, a business management consultancy, and the Assessment Research Centre of the University of Melbourne

The Coaldrake And Joyce Reviews Into Australia's Tertiary Education Systems, Tony Shannon

International Journal for Business Education

In October 2018 the Commonwealth Minister for Education, the Hon. Dan Tehan MP announced that Australia’s Higher Education Provider Category Standards will be reviewed to ensure the sector has the capacity to meet the evolving needs of students, employers and the wider community.

Continuing Professional Development And The Commercial Education Society Of Australia, Kathleen Mckenzie, Jacob Munday

International Journal for Business Education

The Commercial Education Society of Australia (CESA) was founded in 1910 and incorporated in 1911 as a non-profit company limited by guarantee. The mission of the Society is to provide students with the opportunity to raise their standards of education so that they can take advantage of the opportunities for further education and employment. This is reflected in the Society’s coat-of-arms ‘Digne Ambulate’ — walk worthily.

Group Learning And Tutoring, Tony Shannon

International Journal for Business Education

There are some academic subjects, particularly problem-based units, where group learning is beneficial, particularly as so much professional work is conducted in groups, whether formal or informal. These notes are merely an introductory outline to what can be an important element of some learning and assessment.

Irish Catholic History In Australia's Oldest Secretarial College, David Ryan

International Journal for Business Education

Patrick Careers Academy, founded in 1923 by the Sisters of Mercy as St Patrick’s Commercial College began as a way of helping young working class women gain employment in Sydney’s corporate world with training as personal assistants and legal secretaries.

Academic Freedom And Academic Integrity, Tony Shannon

International Journal for Business Education

The demand for freedom, an intense desire in fact, is a positive characteristic of our era, but human freedom does not mean acting in accord with one’s caprices or without restraint by any law. Recent controversaries at universities in Queensland have raised questions about mandating the French Review in Australian higher education as the review deals with the related issues of academic freedom and integrity.

Affective And Psychomotor Taxonomies, Tony Shannon, Melvin Leong

International Journal for Business Education

Taxonomies can sensitise teachers to develop their learners’ applications of their knowledge and skills in depth when utilised judiciously in preparing experiences for learning and assessments for evaluation (Tyszko and Sheets, 2019).

Comments On Teqsa Discussion Paper: "Making And Accessing Claims Of Scholarship And Scholarly Activity", No Author

International Journal for Business Education

The Background and initial discussion are extracts from the TEQSA paper dated 12 October 2020, as are the subsequent statements of Principles and associated Questions. The layout here is to make it easier for interested staff to comment and contribute to our response to TEQSA if it is eventually deemed appropriate and useful to make such a submission. In any case, it is useful to have a discussion among colleagues on this important topic and what the regulator expects from providers and their staff.

The Purpose Of Education: Dewey And Maritain Re-Visited, Tony Shannon

International Journal for Business Education

This paper touches on the views of John Dewey and Jacques Maritain on the purpose of the process of formal education, particularly its social dimension in relation to the environment, which for Dewey means “those conditions that promote or hinder, stimulate or inhibit, the characteristic activities of a living being”. Dewey is concerned with communication and the conditions of growth of the child from every point of view. He was very opposed to those who see education as preparation for something else: he focused on what he saw as the existential needs of the student. Some of Dewey’s views are …

Short Courses And Digital Tertiary Education, Tony Shannon

International Journal for Business Education

The Covid-19 pandemic has brought changes to many parts of our lives, particularly vocational and higher education. The changes have been positive and negative.

Associate Membership Of Hte Commercial Education Society Of Australia, Tony Shannon

International Journal for Business Education

Associate Membership of the Commercial Education Society of Australia (A.C.E.S.) can be achieved by completion of an assignment on twelve generic employability skills. This can be done remotely by interested persons or through a twelve-week program of classes followed by twelve weeks devoted to the assignment with consultation with the program tutor.

Alignment Of Learning Outcomes And Assessment, Tony Shannon

International Journal for Business Education

Too often there can be data for inputs and outputs, but there is often missing information for intermediate phases. Here then we show the development of intermediate parts of the design of an assessment process which aligns with the learning outcomes of a unit or subject within a course. This is prior to the design of any soft computing for implementing and automating the process. These unit learning outcomes are subsets of the learning outcomes of the course of which the unit forms a part, and these course learning outcomes reflect the graduate attribute of the institution: that is, those …

Microcredentialing, Tony Shannon

International Journal for Business Education

According to Andrew Norton, ”We are regularly being told that in an era of technology-driven labour market change we will need to reskill and retrain much more than we did in the past. Perhaps we will. But it is hard to find evidence for this in the available data.”

Teaching And Assessing With Taxonomies, Tony Shannon

International Journal for Business Education

The development of taxonomies which articulate learning outcomes are necessary to disconnect the silos among educators, employers and learners (Mathews, 2019; Uranis et al.) What are taxonomies? A taxonomy is a systematic classification of objects. Why do they matter? Without systematic classification and coding it is difficult to compare or combine objects. How are they relevant to teaching and learning? In the years after the Second World War, educational psychologists saw the progress made in the biological sciences with taxonomies and started to apply them in education. Among the first to appear in the mid-50s was the work of Bloom.