Marketing Commons^™

Managing The Personalization Paradox: Lessons From Spotify’S Ai Dj, Anirban. Mukherjee, Hannah H. Chang, Jonathan Wibowo

Research Collection Lee Kong Chian School Of Business

This case study uses Spotify’s AI DJ to examine the “personalization paradox,” where product features designed to deepen user connection can instead cause alienation. An analysis of over 1,400 user comments identifies three core frictions: a perceived loss of user agency, mismanaged expectations for the human-like AI, and a scalability bottleneck that led to repetitive content. Students are placed in the role of a product manager tasked with developing a prioritized roadmap to address these issues, forcing them to grapple with the critical trade-offs between technological capability and user psychology.

Textbooks: Required, Alternatives, Hybrid, Or Disappearance, William Saunders, Carlton Perkins, Michara Delaney-Fields

Southwestern Business Administration Journal

The conversations around transformational changes in higher education are centered around a myriad of issues. Technology, the lasting effects of the pandemic, student satisfaction and readiness for future employment requirements are a few of the leading concerns. However, one subject that is not receiving enough attention is the growing resistance and hesitation among college students to purchase textbooks. Although the movement has not reached the status of a full-blown protest or outright refusal, there is enough attention being brought to the subject that educators may want to be prepared for an eventual change. The need and requirement for textbooks in …

How Negative Accounting News Events, Voluntary Esg Assurance, And Assurance Provider Influence Consumer Purchasing Intentions, Clark Hampton, Macy Knutson, Adi Masli, Chad Stefaniak

Accountancy: Faculty Scholarship

Consumers are increasingly conscientious of societal and environmental impacts of their purchases, prompting companies to make environmental, social, and governance (ESG) claims and engage in voluntary ESG assurance. However, prior literature lacks insight into whether consumers consider negative accounting news events (e.g., error/irregularity restatements) and their effects on purchasing intentions. Using real world consumers of sustainable goods, we investigate how varying levels of negative accounting news events (i.e., error or irregularity restatements), the presence of ESG product-quality assurance (e.g., cage free egg certification), and the type of assurance provider (e.g., an accounting firm that also audits the financial statements, an …

Examining The Relationship Between Perceptions Of Service Quality, Student Satisfaction, And Intention To Persist At Different Higher Education Institutions, Denise Hardesty, Aaron W. Hughey

Counseling & Student Affairs Faculty Publications

Using a correlational research design, this quantitative, descriptive study was conducted at a two-year community college and a four-year public university. A modified version of the Perceived Service Quality (PSQ) instrument was used to survey full-time, undergraduate students at each institution to examine perceptinos of service quality and whether those perceptions impact a student's decision to return the next semester. Students at both institutions in the study reported a high level of satisfaction in all three primary dimensions of service quality; no significant differences were found to exist in the way in which service quality is perceived by students based …

Confronting Indecision, Lane Allison Murray

ENGS 15.11: Design and Education

This course aims to increase students' understanding of indecision and how to confront it. The class provides insight into how the fear of the unknown holds people back from making decisions and about understanding one's values as a means to combat indecision. Students and teachers alike explore instances of indecision and evaluate their own impulses & thought processes by reflecting on the deeper reasons for their choices. Students will increase their comfort level of asking themselves and their peers questions about the values that guide them and, in doing so, strengthen their relationships with themselves and others.

Rethinking Compliance: How Goal Congruence Can Lead To Noncompliance And Positive B2b Performance, Paige Harrison Fender

Graduate Theses, Dissertations, and Problem Reports (ETD)

Traditional marketing theories (e.g., agency theory) suggest that aligning goals with a partner firm will enhance compliance and lead to better overall performance for both firms. The research on positive deviance, in contrast, suggests that a firm may deviate from contractual terms in order to accomplish shared goals and enhance performance. Merging these perspectives and pulling from more nuanced discussions of compliance, this dissertation explores the potential deleterious effects of goal congruence on compliance. Specifically, we examine the conditions in which goal congruence leads to both compliance and noncompliance and how these conditions impact performance. Additionally, this dissertation examines how …

Pengaruh Religiusitas Terhadap Intensi Boikot Mahasiswa Ui Untuk Produk Terafiliasi Israel, Muhammad Haiqal Fauzi, Rifkanissa Azzahra, Raditya Akhdan Nirwasita, Muhammad Izzan

Jurnal Manajemen dan Usahawan Indonesia

This study aims to analyze the factors influencing students at Universitas Indonesia (UI) in participating in the boycott movement against products affiliated with Israel. Data were collected through an online survey of 408 UI students from the 2021–2024 cohorts. The sample was selected using the purposive sampling method. Analysis using Covariance-Based Structural Equation Modeling (CB-SEM) demonstrates that anger, empathy, and subjective norms have a positive and significant impact on boycott intentions, while religiosity is not significant. Economic threats are found to increase anger, which in turn drives boycott intentions. These findings emphasize that emotional factors and social pressure play a …

A Business Model For Communication Design Enterprises (Paper), Con Kennedy

Academic Articles

Several international reports and studies indicate that the Communication Design sector has a skill deficit in entrepreneurship and business management, and a greater understanding of these topics is needed. Some authors advocate applying existing business models for design enterprises. However, the skill deficit prevails. It is worth noting that these reports discuss the entrepreneurship deficit in general terms without an explanation of the causes of this deficit or how to remedy the issue. Therefore, this paper explores the development of a Business Model specific for Design Entrepreneurs for deployment in Communication Design enterprises. A theoretical framework for a specific business …

Predicting Personality Or Prejudice? Facial Inference In The Age Of Artificial Intelligence, Shilpa Madan, Gayoung Park

Research Collection Lee Kong Chian School Of Business

Facial inference, a cornerstone of person perception, has traditionally been studied through human judgments about personality traits and abilities based on people's faces. Recent advances in artificial intelligence (AI) have introduced new dimensions to this field, employing machine learning algorithms to reveal people's character, capabilities, and social outcomes based just on their faces. This review examines recent research on human and AI-based facial inference across psychology, business, computer science, legal, and policy studies to highlight the need for scientific consensus on whether or not people's faces can reveal their inner traits, and urges researchers to address the critical concerns …

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 …

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 …

Management Of Operations In Projects Including Planning, Organization And Control From The Beginning To The End Of Implementation, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

The project usually arises as soon as the client’s need is identified, and goes through all the extensive phases and sub-phases to take its true form and put into operation. The project is divided into two main parts that include Planning and Implementation that are separate in these stages: definition, planning, organization, control, completion. Planning involves a detailed calculation of the project. This includes known facts, admissible facts and risk calculation. Activity model used by IKOMs Planning as a process involves the cost that accompanies it. The manager must strike the balance between cost and benefit. Project control uses data …

Project Planning And Control, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

Operations management is important because it relates to the creation of products and services on which we are all dependent. Operations management is also quite motivating; operations are the center of many changes that affect business - changes in customer preferences, changes in the supply chain caused by technologies based on the businesses where we work, where we want to work and so on.

Operations Management includes the role of operations management, the various characteristics of processes, management activities, the responsibilities of managers, and the timely evolution of Operations Management.

Operations Management is a constant change, fostering creativity which allows …

Management Of Small Enterprises And Family Businesses In The Republic Of Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

Small businesses represent the driving force of an economy. They are the key that enables the production and marketing of thousands of products and services thus becoming the basis for a sound economic development. Consequently, small businesses are of vital importance to the economy.

Small business is a generator of innovation and a source of new jobs. The trend shows that small businesses are the backbone of all developments and movements in the economic system.

The small business scope is present in almost every pore of social and economic life.

According to the Statistical Register for Businesses, there are 9,358 …

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …

Breaking The Transactional Mindset: A New Path For Healthcare Leadership Built On A Commitment To Human Experience, Kirsten Krull, Jerry Mansfield, Jennifer Gentry, Karen Grimley, Barbara Jacobs, Jason Wolf

Patient Experience Journal

Numerous health care publications have focused on the compelling need to improve patient experience and the associated improvements necessary to address workforce well-being. The COVID-19 pandemic exacerbated and illuminated long-standing problems in health care including workforce shortages, inequity in health care delivery outcomes, care provider burnout, and overall societal structural racism.^1,2 The Beryl Institute’s Nursing Executive Council (NEC) manuscript Rebuilding a Foundation of Trust: A Call to Action in Creating a Safe Environment for Everyone³ focused on actions and behaviours to heal relationships and build trust between care providers and leaders with commitments to safety, empathy, shared decision …

The Dark Side Of The Sharing Economy: A Systematic Literature Review Of Externalities And Their Regulation, Mosaad Mohamed, Sabine Benoit, Chanaka Jayawardhena

Research Collection Lee Kong Chian School Of Business

As the sharing economy has grown, externalities, i.e., “dark sides,” have also surfaced. The intricacies surrounding these externalities and their regulatory measures have garnered significant scholarly interest; however, there remains a lack of comprehensive guidance on the appropriate regulatory approaches. Based on a systematic literature review of 99 papers, we provide an overview of two regulatory approaches (government and self-regulation) to address the sharing economy's economic, social, and environmental externalities affecting multiple stakeholders. We show that government regulation entails mechanisms based on avoiding, limiting, and guiding, while self-regulation entails mechanisms related to market entry, operation, and monitoring. We develop an …

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

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.

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 …

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.

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).

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.

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.