Open Access. Powered by Scholars. Published by Universities.®

Management Information Systems Commons

Open Access. Powered by Scholars. Published by Universities.®

Business Analytics

Institution
Keyword
Publication Year
Publication
Publication Type

Articles 1 - 30 of 180

Full-Text Articles in Management Information Systems

Examining Bgsu's Degree Audit And How To Make It More Effective, Ella Delzeith Apr 2024

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 Apr 2024

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 Mar 2024

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 Mar 2024

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 …


Key Issues Of Predictive Analytics Implementation: A Sociotechnical Perspective, Leida Chen, Ravi Nath, Nevina Rocco Jan 2024

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 Dec 2023

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 Nov 2023

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 Nov 2023

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 Sep 2023

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 Sep 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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 Aug 2023

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.


Investigating The Impact Of Gender Composition On Team Performance: A Cross-Cultural Study Of Student Teams, Maria Randazzo-Davis, Christopher Nelson Ph.D. Aug 2023

Investigating The Impact Of Gender Composition On Team Performance: A Cross-Cultural Study Of Student Teams, Maria Randazzo-Davis, Christopher Nelson Ph.D.

International Journal for Business Education

This study investigated if the gender composition of teams impacts performance by examining the relationship between student-level variables of cultural intelligence and global knowledge and team-level variables of team performance. Data were collected from 1,922 students across 40 countries participating in 446 teams. Results of independent samples t-tests and multiple regression analyses at the student and team levels showed that gender and international status were related to global knowledge and cultural intelligence, whereas gender, global knowledge, and cultural intelligence were all significantly related to team performance. The coefficient of variation was found to be low, suggesting that other variables might …


The Effect Of Technostress On The Motivation To Teach Online In Higher Education Before And During The Covid-19 Pandemic: Perceptions Of Business Faculty, Stacy Boyer-Davis, Kevin Berry, Amy Cooper Jul 2023

The Effect Of Technostress On The Motivation To Teach Online In Higher Education Before And During The Covid-19 Pandemic: Perceptions Of Business Faculty, Stacy Boyer-Davis, Kevin Berry, Amy Cooper

International Journal for Business Education

This study investigated the relationships among technostress creators (techno-complexity, techno-insecurity, techno-invasion, techno-overload, and techno-uncertainty) on the motivation to teach online using the Motivation to Teach Online – Faculty Version scale. Data were collected from faculty members of the Management and Organizational Behavior Teaching Society (MOBTS), a member of the AACSB Business Education Alliance, and 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 early 2020 (N = 307). The findings indicated that techno-stressed faculty are less motivated to teach online. Techno-insecurity …


How Are Senior Citizens Capable To Cope With The World Of Digital Natives?, Hely Westerholm, Pirjo Takanen-Körperich Jun 2023

How Are Senior Citizens Capable To Cope With The World Of Digital Natives?, Hely Westerholm, Pirjo Takanen-Körperich

International Journal for Business Education

This study discusses the continuously growing threat to the senior citizens*), later called seniors, who can be isolated from the society if their digital competences and experiences are too poor in today’s digital world. It has been noted that to cope with one’s pursuits seniors need to actively construct and maintain their capabilities in ways that are flexible in the world of the digital devices, in response to the changing vicissitudes of life. Thus, the claim above illuminates the issue that the ability to learn from experiences is highly valued in the digital world.

The seniors are obliged to closely …


Tesla Energy Division Strategic Audit, Kaleb Strawhecker May 2023

Tesla Energy Division Strategic Audit, Kaleb Strawhecker

Honors Theses

Tesla’s electric vehicle manufacturing operation is the major revenue source for the company. Tesla has established itself as a significant player amongst other automotive manufacturers, specifically in the electric vehicle sector. Many trends are favoring Tesla’s expansion. This audit takes a look at trends and changes through a PESTEL analysis along with Porter’s Five Forces. Both provide an in-depth look into what the environment around Tesla is like. Then, these are used to evaluate Tesla’s major strategies, competitive advantages, and resources it has at its disposal. Finally, the audit will address how the factors allow Tesla to take advantage of …


Discovering Data-Driven Solutions: A Practical Guide For Small Businesses Implementing Data Analytics, Katherine Richoux May 2023

Discovering Data-Driven Solutions: A Practical Guide For Small Businesses Implementing Data Analytics, Katherine Richoux

Information Systems Undergraduate Honors Theses

In today’s highly competitive business environment, small businesses are under growing pressure to fight for market share. To do this, a competitive advantage must be established to outperform other business competitors both big and small. One way that small businesses can create a competitive advantage is by utilizing their data and applying basic data analytics. Data analytics is the process of collecting and analyzing large sets of raw data using statistical tests to identify patterns and insights to make conclusions that inform business decisions. The use of data analytics is not exclusive to large corporations and can be greatly beneficial …