Digital Commons Network^™

Conversation Analysis Of Public-Servant And Persons-Of-Interest Face-To-Face Talk Via Llm‑Supported Ai Script Mapping Tools, Arch G. Woodside, Suresh Sood

AMTP Proceedings 2026

Professional public servants (PSs) including police officers, postal workers, and government tax office and DMV employees interact face-to-face with citizens/persons of interest (POIs), in encounters that are frequently recorded using mobile phones and publicized on platforms such as YouTube.com. Building on our observations about recurrent PS–POI scripts and LLM-supported analysis, we develop five grounded propositions linking enacted scripts to existing theory. The propositions focus on describing early turn-taking asymmetry, the importance of sequential detail beyond-shallow analysis, the predictive role of script recurrence, the value of rich, script-based role-play, and the potential of narrative-intelligence databases for institutional learning. Instead of treating …

Ai-Based Multi-Dimensional Coding Of Cancel Culture: Opportunities And Limits Of Llm-Based Categorization, Sairah Abraham, T. Andrew Poehlman

AMTP Proceedings 2026

Large-scale qualitative coding is a bottleneck in marketing research, especially for complex, multi-level phenomena like corporate cancel culture. This paper uses over 100 well-known cancellation events as a testbed to evaluate whether GPT can act as a reliable, low-cost “independent rater” for rich categorical schemes. We develop a multi-dimensional coding framework (trigger locus, controversy source, social issue, moral foundation, and target level) and implement a staged GPT pipeline: zero-shot prompts benchmarked against human “gold standard” coders, scaled to larger samples, then extended with few-shot prompting and fine-tuning for harder constructs such as moral foundations. We compare GPT variants and roles, …

Reexamining Consumer Memory In The Age Of Artificial Intelligence, Suwakitti Amornpan, Sasawan Heingraj, Manisha Mathur

AMTP Proceedings 2026

This conceptual paper reexamines consumer memory in the age of artificial intelligence (AI) by proposing a comparative framework of memory practices across three eras: pre-technological embodied memory, technologically mediated memory, and AI-mediated memory co-creation. We argue that generative AI transforms memory from a primarily archival practice into an interactive, generative, and sometimes synthetic process. Drawing on consumer research, psychology, and media studies, we develop a trichotomy of memory practices along key dimensions, including primary memory artifacts, mode of validation, emotional logic, friction in remembering, and identity implications. We theorize how AI’s participation in memory reconstruction reshapes consumer behavior in practice, …

A Parsimonious Model Of Social Crm And Reciprocal Social Media Behaviors Among Colombian Consumers, Ainsworth Anthony Bailey Phd, Carolyn M. Bonifield Phd, Juliana Villegas Phd, Alejandro Arias Phd

AMTP Proceedings 2026

The current study explored Colombian consumers interactions and engagement with marketers on social media and the outcome of those interactions and engagement. In particular, the study explored the impact of marketers' support for social media interactions on perceived social customer relationship marketing (SCRM) commitment and consumer satisfaction, as well as their impact on eWOM and consumer social media engagement. The study's model had social exchange theory, commitment-trust theory of relationship marketing, and the S-O-R framework as theoretical underpinnings. Data to test the model's nine (9) hypotheses were collected by survey from among Colombian consumers. Analysis showed support for eight of …

Thirty-Five Years Of Positioning Research: A Bibliometric Review Of Master's And Doctoral Dissertations, Charles Blankson, Wendy Chen

AMTP Proceedings 2026

This paper presents a bibliometric review of 39 master's and doctoral dissertations on positioning, defended at various universities between 1989 and 2024. Using systematic searches and content analysis, the study identifies major theoretical, methodological, and content patterns and trends in positioning research. Findings indicate a sharp rise in the number of dissertations on the concept of positioning over the past 25 years, with most work concentrated in Western institutions and heavily oriented toward brand and product-based applications. Content analysis reveals that most dissertations focus on managerial or applied perspectives, while few engage with positioning theories and digital contexts. Methodologically, earlier …

The Impact Of Temporal Location On Persuasiveness, Ruiqi Dong, Yanliu Huang

AMTP Proceedings 2026

Driven by the popularity of online shopping and social media platforms, consumers’ purchase decisions are significantly influenced by reviews from other consumers. When sharing product experiences, reviewers may focus on the past or the future. However, it remains unclear how the temporal focus of reviews affects their persuasiveness. In this research, we propose that consumers are more likely to be persuaded by past-focused (vs. future-focused) reviews. This effect is explained by perceived expertise. Four studies provide convergent evidence supporting our hypotheses. This research contributes to the literature on word-of-mouth, consumer expertise, and temporal framing.

Evaluating The Role Of Social Media And Consumer Preferences In The Food Truck Industry, David Farabaugh, Kayla Weslager, Noah Kohan, Anthony George

AMTP Proceedings 2026

This study examines how a mobile food business, specifically a local food truck operating throughout Cambria County, Pennsylvania, can use market insights and strategic marketing to attract new customers and maintain a loyal following. As food trucks continue to grow in popularity and competition increases, offering good food alone is no longer enough to stand out. Instead, success often depends on delivering a memorable overall experience, including efficient service, convenience, brand personality, and consistent customer engagement. Using the featured food truck as a case example, this research analyzes customer preferences, travel patterns, and the influence of social media platforms such …

Pet Foodies: Trait Extension From People To Pets, Richard Flight, Cole Cline

AMTP Proceedings 2026

We propose and empirically examine a Pet Foodie trait—a measurable extension of human foodie identity into pet food consumption. Pet Foodies are theorized to show elevated enjoyment/interest, resource investment, and knowledge regarding pet nutrition and food features. Recognizing the accelerating humanization of pets, we examine whether Pet Foodies can be reliably assessed, how they relate to animal bonding and human foodie identity, and whether they respond differently to pet-food advertising.

Dressed For Judgment: What Should Celebrities Wear To Court?, Alaina Jean, Emily Lesmes, Hyunju Shin

AMTP Proceedings 2026

This project explores consumers’ perceptions of celebrities facing criminal charges based on their choice of outfit. On the basis of Weiner’s attribution theory, we argue that when celebrities facing criminal charges are attired in traditional/professional outfits such as a black suit for males or a black knee-length dress for females in court compared with non-traditional/casual outfits such as a casual shirt with a defiant print and sneakers, consumers are likely to infer their remorse for their wrongdoings, which in turn may lead to more favorable attitudes toward the celebrity and higher forgiveness intentions. This research expands understanding of how consumers’ …

Consumer Insights About Art Workshop And Art Boutique Preferences, Lucia M. Johnson, Richard Kaminski, Megan E. Marlin, Craig B. Joyner

AMTP Proceedings 2026

This research explores customer preferences, the effects of local demographics, purchasing habits, and the impact of social media platforms in driving customer engagement and loyalty. By surveying consumers, the study identifies the key qualities necessary to further engage potential and return customers, including pricing, location, and accessibility. The findings suggest a deep appreciation for creating artwork rather than buying artwork, distinct social media opportunities through the utilization of apps such as Instagram, Pinterest, and TikTok, as well as focusing their current offerings while broadening and segmenting their marketing initiatives. However, the study also notes limitations such as a convenience-based sample …

Transactional Platforms Under Goal Duality: Managing Tensions With Coordination Strategies, Nikolina Koporcic, Vesna Damnjanovic, Johan Frishammar, Vinit Parida

AMTP Proceedings 2026

While traditional transaction platforms like Airbnb emphasize economic value creation, some emerging platforms increasingly strive to pursue both economic and social goals. Balancing these dual goals creates tensions, especially in resource-constrained contexts, requiring innovative coordination strategies. Drawing on collective action theory and platform literature, we investigate how four start-up platforms pursuing dual goals manage these tensions. Using case study data from 64 interviews and extensive secondary sources, we identify six core tensions related to mission, user inclusion, scalability, operational control, community engagement, and stakeholder communication. We demonstrate how three key coordination strategies—framing, convening, and multivocality—help alleviate these tensions. Our study …

Consumer Insights About Wood Pellets And The Heating Industry, Marlana Krug, Camille Gagnon, Harrison Synder, Ashton Rounsley

AMTP Proceedings 2026

This study investigates consumer purchasing behaviors and decisions within the wood pellet and heating industry with a focus on Central Pennsylvania. Research examined the decisions behind heating sources, pellet retailers, and pellet vendors. These findings are focused on understanding the purchasing habits of consumers, preferred retailers, and other considerations that influence pellet choice. Gaining an understanding of these purchasing choices and heating options is essential for improving marketing strategies. The Customer Engagement Theory served as the theoretical framework for this research, while the survey used quantitative questions to conduct and gather data on household decision-making.  Overall, the findings highlight the …

Dark Sides Of Financial Inclusion: Examining The Buy Now, Pay Later Industry, Neleen S. Leslie-Piper, Ficawoyi Donou-Adonsou, Tina Facca-Miess

AMTP Proceedings 2026

Drawing on mental accounting and dual-process frameworks, this study investigates the relationship between Buy Now Pay Later (BNPL) usage, consumer financial well-being and life satisfaction.  Using survey data from a national sample of over 5,000 American consumers, we employ structural equation modeling to analyze the associations between BNPL usage and social media buy-now-button usage, splurge purchasing, luxury brand purchasing, debt accumulation, financial security, and consumer life satisfaction.

Our results indicate that frequent BNPL usage is a significant predictor of increased social media-driven purchases and luxury consumption, as well as higher levels of revolving credit card debt. These behaviors are associated …

Internship Best Practices: A Comparative Analysis Of A Small Private University (Tiffin University) And A Large Public University (Kennesaw State University), Kellie Mcgilvray, Randy Stuart

AMTP Proceedings 2026

The balance of scholarship and professional practice is a hallmark of career preparation in higher education. While classroom instruction is essential for building foundational knowledge, experiential learning through internships allows students to apply theory in authentic professional contexts.

Are the requirements and administration of internship experiences the same at a small private university (Tiffin University-TU) (student population 3,726/687 business majors) as at a large public university (Kennesaw State University-KSU) (student population 50,000/10,000 business majors) and what best practices can be learned from both organizations? This paper will compare and contrast the practices at both schools and recommend best practices to …

Human Advisors Or Ai Algorithms? How Loneliness And Age Impact Trust In Consumer Evaluations Of Services, Kevin Newman, Ainslie Schultz

AMTP Proceedings 2026

This research investigates how loneliness and age shape trust and consumer evaluations of services that provide personalized advice through human versus Artificial Intelligence (AI) recommenders. Across three experimental studies, our findings show that loneliness increased trust and consumer evaluations for services using human- (vs. AI-) based) recommenders among younger adults, but this pattern reversed among older, more lonely adults. Among these individuals, loneliness led to more positive consumer evaluations of a service using an AI-based (vs. human) recommender. Guided by the Evolutionary Theory of Loneliness (Cacioppo & Cacioppo, 2018), these findings suggest that younger lonely consumers exhibit approach motives …

Reimagining Brand Resonance: A Symbolic Interactionist Framework For Influencer-Brand Relationships And Within-Category Switching, Antoinette Okono

AMTP Proceedings 2026

This conceptual paper reinterprets brand resonance as a mechanism for competitive acquisition rather than retention. While traditional frameworks position resonance as the outcome of loyalty and attachment, contemporary markets require strategies that convert consumers embedded in rival ecosystems. Drawing on symbolic interactionism, the model positions influencers as meaning intermediaries who reshape interpretations of identity, relevance, and social permission. Influencer–brand partnership strength initiates a sequential pathway in which effort expectancy and performance expectancy reduce perceived barriers, while a novel construct—switching legitimization—authorizes movement away from incumbent brands. Through repeated mediated encounters, attachment to the target brand develops prior to behavioral change. The …

Green Marketing And Culture: Understanding Hispanic Consumers’ Sustainable Purchase Intentions, Santiago Reyes, Sindy Chapa

AMTP Proceedings 2026

As sustainability becomes a central force in shaping consumer expectations, businesses increasingly rely on green marketing strategies to communicate environmental responsibility and influence purchasing behavior (Polonsky, 1994; Kuria, 2024). This study examines how environmental concern, attitudes toward cause-related marketing (CRM), and cultural values influence purchase intentions, and compares Hispanic and non-Hispanic consumers.

Defining Cultural Credibility: Perceptions Of Authenticity, Representation, And Appropriation In Brand Campaigns, Santiago Reyes, Alessandra Noli, Ashley Johns, Hannah Trandle, Leticia Falcao

AMTP Proceedings 2026

As brands navigate increasingly diverse consumer markets, cultural authenticity has become essential for building trust and relevance. Yet marketing scholarship lacks a clear framework for understanding cultural credibility as distinct from traditional notions of source or brand credibility. This study addresses that gap by examining how consumers conceptualize and evaluate cultural credibility in brand campaigns and collaborations. Drawing on theories of authenticity, cultural identity, and persuasion, the research positions cultural credibility as a socially constructed judgment shaped by perceived authenticity, shared values, and relational alignment. Using semi‑structured interviews and focus groups with multicultural consumers, the study employs thematic analysis to …

When Brand Protection Leads To Brand Crisis: The Case Of Disposable Fashion, Priya Rangaswamy, Rohini Daraboina, Lizhihan Yu

AMTP Proceedings 2026

Firms in the fashion industry have a practice of disposing unsold inventory to protect their brand value. It has gained a lot of importance in the media due to increasing consumer awareness about sustainability and has led to consumer backlash. This research examines whether this practice negatively impacts firm value, contrary to the firm’s belief. Specifically, the authors examine the effects of news on inventory disposal on short-term cumulative abnormal returns using an event-study methodology. Results show that news of this practice has a negative relationship with firm value for both the focal firm engaged in the practice and rival …

When Ai Joins Your Teaching Team: Reinventing Sales Education With Ai, Cindy B. Rippé, Caroline K. Munoz

AMTP Proceedings 2026

A key component of sales education is role-play practice, but grading role-plays is time-consuming and a beneficial but unscalable activity. Additionally, students struggle to act as a buyer in role-play practice because they have no business experience. The inability to act as a realistic buyer can impede sales call practice. This research empirically examines how the use of AI role-plays using Yoodi in a professional selling class impacts students and instructors. This research empirically examines how the use of AI role-plays in a professional selling class impacts students and instructors. Findings through a qualitative analysis of student feedback reveal that …

Human Or Bot? How Tripartite Privacy Concerns Shape Ai Service Adoption, La Toya M. Russell, Neleen Leslie-Piper

AMTP Proceedings 2026

This study investigates how tripartite privacy concerns: online, offline, and AI-specific, shape consumer preferences for AI chatbots versus human representatives across five service sectors. Utilizing a large-scale U.S. sample, the research extends privacy calculus theory by conceptualizing privacy concern as a single trait.

Findings reveal that participants who prefer human interaction consistently report higher mean privacy concern scores than those who prefer AI. However, this “human preference” weakens as the sector's inherent risk increases. While significant differences exist in retail and travel, they disappear in high-stakes contexts like healthcare. The results suggest that while AI privacy concerns are unique, they …

Perceived Authority Of Ai-Generated Videos And Consumer Vulnerability, Kungpo Paul Tao

AMTP Proceedings 2026

The rapid integration of artificial intelligence (AI) into social media has transformed how consumers watch, interpret, and engage with video content. While AI-driven personalization enhances engagement, the growing realism of AI-generated videos blurs the boundary between authentic and fabricated content, increasing consumer vulnerability. This study examines how creativity influences consumer attention, interpretation, and interaction with AI-generated videos, and how it moderates the relationship between perceived authority and consumer engagement. Using secondary data collected from YouTube, the study analyzes publicly available AI-generated videos and user responses, including engagement metrics and comment-based sentiment indicators. The findings reveal that most consumers struggle to …

Cute, Collectible, And Contagious: Understanding The Starbucks Bear Cup Phenomenon, Natalya Vodopyanova

AMTP Proceedings 2026

This study examines the Starbucks Bear Cup phenomenon to understand how identity expression, scarcity perceptions, and fear of missing out (FOMO) shaped consumer engagement during a highly publicized limited-edition product drop. Using Consumer Culture Theory and scarcity/FOMO frameworks, the research investigates how consumers constructed meaning around the Bear Cup through social media displays, community rituals, and symbolic participation. A qualitative content analysis of Instagram posts revealed five dominant patterns: celebratory acquisition posts, expressions of scarcity frustration, curated identity displays, community interaction, and creative substitution using bear-shaped alternatives. Findings show that consumers used the cup as a vehicle for identity signaling …

Selling The Self: Personal Branding And Impression Management On Linkedin, Matthew A. Gilbert

AMTP Proceedings 2026

Drawing on Erving Goffman's self-presentation theory, this study examines how professionals construct personal brands on LinkedIn through strategic identity performance. Using qualitative content analysis, the research analyzes 250 publicly available posts from 50 professionals across five occupational categories. The analysis employs deductive coding guided by Goffman's concepts of front-stage performance and impression management, examining visual elements, linguistic strategies, content themes, and engagement tactics. Data is analyzed using NVivo software. This study contributes to marketing theory by conceptualizing personal branding as both a communication practice and economic behavior, illuminating how professionals balance authenticity, visibility, and strategic positioning on career-focused platforms where …

Consumer’S Acceptance Of In-Store Retail Ai Powered Technology: Use Of Digital Tools And New Product Trial, Dale A. Cake, Wooyang Kim

AMTP Proceedings 2026

This study examines consumer acceptance of in-store AI-powered retail technologies and their influence on digital tool usage and new product trial in grocery shopping. As retailers increasingly deploy personalized, AI-enabled tools such as kiosks, mobile prompts, digital displays, QR codes, shopping assistants, and augmented reality, consumer trust, privacy concerns, and perceived usefulness may shape adoption. Building on technology acceptance and response models, this research extends prior work by testing how technology readiness, innovativeness, optimism, insecurity, and customization affect acceptance of in-store AI tools. It also explores whether these technologies encourage trial of new products and increase purchase intention. Using an …

Digital Fashion For The Avatar Or Digital Fashion For The Self? Understanding Gen Z’S Willingness To Spend On Digital Fashion In The Metaverse, Shivam Agarwal

AMTP Proceedings 2026

This research examines Generation Z’s (Gen Z) willingness to spend on digital fashion in the metaverse, comparing preferences for avatar-based consumption versus physical consumption for the self. Drawing on generational cohort theory and identity-based consumption, the study proposes that Gen Z consumers—who are deeply embedded in digital environments—place greater value on avatar identity and self-expression in virtual spaces. Using a between-subjects experimental design, participants from Gen Z and older cohorts evaluate their willingness to purchase digital fashion for their avatars versus identical physical items for themselves. We predict that Gen Z will exhibit a significantly higher willingness to spend on …

Consumer Protest In A Hyperconnected World, Cara Lewis Levin, T. Andrew Poehlman, Angeline Scheinbaum

AMTP Proceedings 2026

Consumer protest in various forms—boycotts, negative word-of-mouth, brand sabotage—has largely been theorized within an “old” broadcast model of marketing, where firms spoke one-to-many and controlled most brand-related discourse. In contrast, today’s “hyperconnected” model embeds brands in dense human–technology networks, where social media, microtargeting, and always-on feeds shape how brands enter people’s lives and how protest unfolds. This paper argues that the informational substrate shift from broadcast to hyperconnectivity requires a fundamental rethinking of consumer protest. We first contrast the broadcast and hyperconnected models, then outline hyperconnectivity’s implications at the firm, consumer, and societal levels. We then revisit canonical constructs (e.g., …

Evaluating Current And Prospective Major League Soccer Marketing Strategies To Spanish Speakers In The United States, Larissa Lee

Honors Theses

This quantitative study identifies the relationship between Spanish-language marketing and Major League Soccer (MLS) fandom and support among consumers. Data were collected by administering a survey in both English and Spanish to ensure inclusivity and increase accessibility. A total of 497 responses were collected, and a series of simple linear regressions were conducted using SPSS to evaluate if MLS fandom and team support could be predicted by language preference for marketing campaigns, perceptions of current Spanish-language content availability, cultural representation, cultural inclusion, and demand for more Spanish-language content.

Results indicated statistically significant differences across all hypotheses. Regarding the dependent variable …

Ethical Attitudes Of Emerging Entrepreneurs: Unethical Business Practices And Informal Entrepreneurship, Reuben Mcdonald

Honors Theses

This thesis aims to analyze the connection between how entrepreneurs’ ethical attitudes impact their intentions in pursuing informal entrepreneurship practices. The research question of this thesis is, “To what extent do the ethical attitudes of pre-venture entrepreneurs affect their willingness to engage in informal business practices?” To answer this question, the researcher utilized both previously validated and developed scales to measure how ethical attitudes impact the informal entrepreneurship intentions of college students. Within this thesis, the researcher discusses the creation of the measurement instrument, the results of the data measured by the instrument, and the impact of ethical attitudes on …

Assessing Tracking Error Of The Municipal Bond Etfs, Maksym Chikin

Honors Theses

Municipal bond exchange-traded funds (ETFs) provide diversified exposure to state and local government bonds through a single tradable security. They also provide interest that is usually exempt from federal income tax. This thesis examines 31 investment-grade and 3 high-yield municipal bond ETFs from April 2015 to February 2025 and compares them with three passively managed broad-market bond ETFs: BND (investment-grade bonds), SCHR (Treasury bonds), and JNK (high-yield corporate bonds). Using tracking error, volatility, and returns across the pre-COVID, COVID, and post-COVID periods, the results show that municipal bond ETFs—especially high-yield funds—have higher tracking errors, greater volatility, and more variable returns …