Marketing Commons^™

Precision Or Invasion? Mapping The Personalization Paradox, Shyamala N. Chalakudi, Gnana Bharathy

Journal of Applied Marketing Theory

AI-driven personalization has transformed consumer engagement, yet existing research offers no systematic way to determine when personalization shifts from helpful to intrusive. Current research and models explain privacy concerns or expectancy violations but do not measure the point at which personalization triggers user discomfort, creating the personalization paradox. This study introduces the Discomfort Threshold Assessment & Measurement (DTAM) framework, a conceptual model that identifies and evaluates this threshold by integrating Dual Process Theory, Expectation Violation Theory, and Privacy Calculus Theory. DTAM distinguishes between affective discomfort reactance and cognitive discomfort reactance and outlines how these constructs could, in future empirical studies, …

Social Media Engagement And Financial Performance In Apparel Retail, Emily M. Burke

Student Publications

As companies increasingly rely on social media to engage with consumers, questions remain about whether social media metrics translate into measurable financial outcomes.This study investigated whether changes in Instagram engagement metrics predicted financial performance among publicly traded apparel and lifestyle retail companies. Social media data, including the number of posts and average likes, were collected manually for February 2025 and February 2026. Financial data, including adjusted stock prices and year-over-year quarterly revenue growth, were collected from Yahoo Finance. The final sample included 28 companies after removing outliers and cases with missing data. Multiple linear regression analyses showed that percent change …

Data Tracking And Analytics Within Inventory Management: Coffee Shop And Retail Store Optimization, Mateo J. Moyon

Senior Theses

This thesis examines the application of inventory management theory in the small and medium-sized business context, with a specific focus on the food and beverage industry. Drawing on the foundational academic literature spanning from Harris’s EOQ formula in 1913 through stochastic inventory theory, ABC analysis, and just-in-time strategy, this paper establishes the mathematical and operational bases for modern inventory management practice. Although there are proven value to these frameworks, research demonstrates that small to medium sized businesses adopt inventory management systems at lower rates citing cost and implementation as barriers. This thesis argues that the emergence of low-cost inventory and …

The Impact Of Targeted Marketing On The Health Of Teenagers In America: Regulatory Safeguards And Implications, Katelyn Overbay

Senior Theses

The rise of digital marketing has transformed how companies engage with consumers, particularly those that fall within the adolescent age group. Teenagers represent a uniquely vulnerable demographic due to the developmental stage they are in, making them especially susceptible to targeted advertising strategies that leverage data analytics, social media algorithms, and behavioral tracking. The aim of this study is to examine the direct and indirect impacts of targeted marketing on the physical, mental, and social health of teenagers in the United States. Drawing on existing literature, case studies, recent lawsuits, and regulatory analysis, the research gathered explores how industries such …

Conceptualizing Cancel Culture In Marketing: Moral Policing In A Hyperconnected World, T. Andrew Poehlman, Sairah Abraham

AMTP Proceedings 2026

The dynamics of marketing in society have shifted. Brands no longer sit at a distance broadcasting messages; they now occupy the same social networks as people, speaking in a human voice and inviting quasi-personal relationships. In this environment, we argue that corporate cancel culture is best understood as moral policing of brands that have chosen to act like human nodes in social networks. Drawing on hierarchy research, we frame cancellations as “leveling” responses when high-status brands behave in ways that feel domineering, hypocritical, or extractive rather than prestige-based and service-oriented. Using Moral Foundations Theory, we show how diverse cancellations can …

The De-Influencingtrend On Social Media And Its Impact On Consumer Engagement, Lana Waschka, Andre Waschka

AMTP Proceedings 2026

Research has shown how influencer marketing in social media has been an effective way for companies to reach their target customers and advertise their products and services (Ahmad, 2018).   Brands rely on these influencers to promote products and encourage engagement and purchases.  De-Influencing, a seemingly antithetical concept, is a recent trend on social media where influencers are discouraging their followers from what they claim are unnecessary consumption.

By analyzing a data set of 216 observations from TikTok, we find evidence that influencers who use de-influencing appeals have higher post engagement. Specifics posts that use de-influencing strategies receive a higher number …

2026 April, Morehead State University. Office Of Communications & Marketing.

Morehead State Press Release Archive, 1961 to the Present

Press releases for April of 2026.

Mistargeted Advertising: The Impact Of Human Vs. Ai Error On Consumer Brand Perception, Abdulela Alshehri, Umair Usman

AMTP Proceedings 2026

Artificial intelligence (AI) has revolutionized personalized advertising by enabling precise targeting based on consumer profiles, yet mistargeted ads—those falsely implying eligibility for benefits like premium credit cards—can trigger frustration, disappointment, and negative brand perceptions. This study examines how consumers respond to such errors when attributed to a human employee, an AI system, or an AI system with human oversight. Grounded in attribution theory (Folkes, 1988; Weiner, 2000), it tests perceived group homogeneity (Longoni et al., 2022) and negative self-perception (Grewal et al., 2019) as mediators, with belief in a just world (BJW; White et al., 2012) as a moderator. The …

The Psychology Of Acquisition, Consumption, And Disposition Of Clothing Among Consumers, Kamila Muratkyzy Buckle, Trang Phuc Tran

AMTP Proceedings 2026

This qualitative analysis investigates consumer behavior in the clothing industry, highlighting the importance of qualitative data in informing retail strategies and gaining a deeper understanding of the complex motivations and emotional connections consumers maintain with fashion brands. The analysis explores a variety of values that impact clothing acquisition, including affordability, quality, and ethical considerations, while investigating the influence of social media on consumer brand loyalty and purchase motivations. Through focus groups, interviews, and social media analysis, this research project emphasizes how retail brands can implement consumer insight to improve engagement. The results enrich the understanding of consumer behavior and provide …

Skincare Influencer’S Effects On Skincare Consumers’ Perceptions On Tiktok Shop, Abigail Choi

AMTP Proceedings 2026

This study examined how TikTok influencers affect skincare consumers’ perceptions of TikTok Shop advertisements, focusing on the presence of a skincare irritation warning and a TikTok Shop link. It analyzed their effects on purchase intention, credibility, confidence, and likelihood of recommendation. 194 female participants aged 18–30 were recruited through CloudResearch and surveyed via Qualtrics. Each participant was randomly assigned to one of four TikTok-style skincare advertisements that featured the same product but varied by the presence of a TikTok Shop link and/or a skincare irritation warning. Results showed that the advertisement without a TikTok Shop link but with a skincare …

Analyzing Big Data-Ai's Impact On Product Innovation And Customer Engagement, Omar Itani, Samer Elhajjar, Ashish Kalra Dr, Manal Yunis Dr.

AMTP Proceedings 2026

In contemporary business landscapes, an organization's capacity to deliver groundbreaking innovative products and foster deep, meaningful engagement with its customers stands as the paramount objective of modern strategic practices. This dual focus not only drives sustainable growth but also fortifies competitive positioning in hyper-competitive markets. Yet, despite the extensive empirical evidence highlighting the transformative benefits of innovation—such as enhanced market share and profitability—and customer engagement—evidenced by loyalty, advocacy, and repeat business—the pivotal role of big data-artificial intelligence (BD-AI) technologies remains strikingly underexplored. In particular, scant attention has been paid to how BD-AI training equips firms to harness these tools effectively …

Ai-Eva: Evaluating The Value Of Overhauling Hotel Infrastructure For Artificial Intelligence Integration In Guest Experience, Pearllana Prioleau

AMTP Proceedings 2026

Luxury hotels are adopting artificial intelligence-enabled voice assistants (AI-EVA) to enhance guest experience and maintain competitive advantage. This study examines strategic implications of AI-EVA integration, focusing on consumer acceptance and organizational performance. Guided by the Unified Theory of Acceptance and Use of Technology (UTAUT) and Resource-Based View (RBV), the research uses a mixed-method approach: qualitative analysis of guest attitudes, quantitative testing of adoption drivers via structural equation modeling, and executive interviews on ROI and infrastructure challenges. Findings will inform strategies for balancing personalization with operational efficiency while addressing privacy concerns. The study contributes to theory by extending UTAUT and RBV …

What It Means To Be Latino: Exploring Identity Among U.S.-Born Gen Z Youth, Santiago Reyes, Alessandra Noli Peschiera, Melany Sarcevic, Tatiana Garcia, Leen Tlanepantla

AMTP Proceedings 2026

This study explores how U.S.-born Hispanics and Latinos define their identity within a rapidly growing and increasingly diverse demographic group. As the Hispanic population expands, traditional labels such as Hispanic and Latino often fall short of capturing the community’s cultural, linguistic, and generational complexity. With most growth now coming from U.S.-born generations, identity is shaped by a blend of American influences and heritage traditions, making it more fluid and context-dependent. Guided by Social Identity Theory and Hofstede’s cultural dimensions, this research uses focus groups with Gen Z participants to examine how they describe themselves, what characteristics they associate with being …

Navigating The Ai Classroom: Integrating Ai In Education For Enhanced Learning And Career Readiness, Katryna M. Johnson

Journal of Applied Marketing Theory

This study employs an innovative approach by integrating AI and human endeavors in the research process. The examination provides a literature review and theoretical frameworks for integrating AI in education, focusing on three key stakeholder groups: students, faculty, and institutions. The analysis explores the benefits and challenges of AI in the classroom from each group’s perspective. The paper emphasizes hands-on AI experience for marketing students to remain competitive. The paper provides practical tips and suggestions for using AI in marketing classes and creating an institutional environment to support long-term AI growth. Additionally, the study presents widely used AI tools in …

Integrating Artificial Intelligence Into Marketing Education: A Conceptual Framework For Curriculum Enhancement, Aisha Ghimire, Gallayanee Yaoyuneyong

Journal of Applied Marketing Theory

This paper introduces a Constructivist–Experiential GenAI Integration Framework to embed Generative AI (GenAI) across undergraduate marketing curricula. Grounded in constructivist and experiential learning theories, the framework positions GenAI as a learning partner, through hands-on, reflective, and ethically informed learning. Discipline-specific vignettes illustrate how GenAI can enhance marketing courses through accessible and scalable activities that align with diverse class sizes, institutional resources, and delivery modes. By leveraging freely available GenAI platforms, the model promotes inclusivity while cultivating AI literacy, ethical reasoning, and strategic agility. The paper concludes with recommendations for empirical validation and cross-institutional collaboration to ensure that GenAI-driven marketing education …

Clusters Of Student Perceptions Of Ai-Assisted Grading: Implications For Fair And Transparent Assessment Practice In Higher Education, Roberto Bello

Journal of Applied Marketing Theory

As artificial intelligence (AI) tools become increasingly embedded in assessment and feedback systems, understanding how students perceive these technologies is vital for maintaining trust and fairness in higher education. This study investigates how students experience AI-assisted grading through an extended Technology Acceptance Model (TAM) that incorporates fairness, transparency, and trust as pedagogically relevant constructs. Survey data from undergraduate marketing students (N = 142) were analyzed using cluster analysis, revealing three distinct perception profiles: Enthusiasts, Pragmatists, and Skeptics. These clusters differ significantly in their willingness to rely on AI feedback, perceived fairness of algorithmic grading, and expectations of …

The Robin Hood Effect In Transgressions Against Firms: How Political Ideology Shapes Consumer Justifications, Jason D. Lin, Anat Keinan, Hannah H. Chang, Donald R. Lehmann

Research Collection Lee Kong Chian School Of Business

Consumer transgressions against firms involve moral violations in which consumers take advantage of loopholes in companies’ return and satisfaction-guaranteed policies or the lack of strict enforcement against password sharing, piracy, shoplifting, wardrobing, coupon stacking, promotion abuse, and fraud. Drawing on the timeless tale of Robin Hood, the legendary outlaw who stands up against injustice, the authors demonstrate that consumers use a Robin Hood justification to legitimize their transgressions against firms. Building on moral foundations theory, this research demonstrates that political ideology impacts consumers’ transgression behavior and the perceived morality of these practices. Six studies show that under certain conditions in …

The Impact Of Genai Guidance Strategies On Employee Ai Acceptance: A Field Experiment Based On Private Domain Marketing, Mai Chen

Dissertations and Theses Collection (Open Access)

As a novel technological instrument for content production and customer communication, generative artificial intelligence (GenAI) has garnered significant attention for its value in private domain marketing. However, enterprises frequentlyencounter a paradox of high initial introduction rates coupled with a lackof substantive application. Employee apprehensions regarding the qualityof AI-generated content (AIGC) and organizational guidance strategies are critical factors impeding the realization of technological value. Drawing upon the technologyacceptance model (TAM), the unified theory of acceptance and use of technology(UTAUT), and the task-technology fit (TTF), the study constructs a theoretical model positioning corporate AI guidance strategies as the independent variable andemployee AI …

Pitch Perfect: From Neural Perspective To Behavioural Outcomes—Live, Online, And Brochure, Randy Sison De Guzman

Dissertations and Theses Collection (Open Access)

Business presentations have long been a cornerstone of persuasion in business-to-business (B2B) markets. Yet, the rapid shift to virtual communication in the wake of the COVID-19 pandemic has left managers to grapple with a pressing question: Do online presentations measure up to traditional in-person meetings, or can asynchronous formats like brochure-only communication truly take the place of real-time pitching? While this question has clear relevance for everyday business practice, there is still relatively little empirical research to guide these decisions.

This dissertation draws on the Elaboration Likelihood Model (ELM) to suggest that the way information is delivered shapes how people …

Ai-Assisted Thematic Analysis On Consumer Acceptance Of Upcycled Food In Asia, Oon Ling Lee

Dissertations and Theses Collection (Open Access)

Food waste overuses natural resources and is responsible for a considerable share of greenhouse gas (GHG) emissions. Coupled with the growing global food insecurity, food wastage appears even more irresponsible and showcases the inefficiencies of the current food system. These escalating global environmental concerns and strained planetary resources have necessitated sustainable food innovation (James & Sheena, 2025; Upadhyay, 2025), particularly the production of upcycled food (UF), a novel food product category transformed from production byproducts such as Okara, barley grain, and beer spent grain (Zhang et al., 2023). This upcycling process supports waste reduction, achieves a circular bioeconomy (Ribeiro et …