Marketing Commons^™

Interpretive Flexibility And The Social Construction Of Generative Ai In Education: A Scot Analysis, Elham Mousavidin, Sujin K. Horwitz

Southwestern Business Administration Journal

The rapid rise of generative artificial intelligence (GenAI) tools has intensified discussions about their role in education. This study uses the Social Construction of Technology (SCOT) framework to explore how educational stakeholders interpret GenAI and how these interpretations influence its development and adoption. Through an interpretive literature review of research published between 2021 and 2025, we examine stakeholder perspectives using SCOT constructs, including relevant social groups, interpretive flexibility, technological frames, and controversies. Results identify three main interpretive tensions shaping current debates: transformational force versus transactional tool, cognitive augmentation versus cognitive atrophy, and digital empowerment versus digital enslavement. These tensions show …

Do Dynamic Capabilities Moderate The Effect Of Managerial Attitudes On E-Marketing Adoption? Evidence From Small And Medium Tourism Enterprises In Zanzibar, Hilal Maabad Ame, Omari Khalifa Mbura, Amani Gration Tegambwage

Business Management Review

This study examines the influence of managerial attitudes and dynamic capabilities on e-marketing adoption among Small and Medium Tourism Enterprises (SMTEs) in Zanzibar. Grounded in the Decomposed Theory of Planned Behaviour (DTPB) and Dynamic Capabilities Theory (DCT), the study tests the effects of perceived ease of use, perceived usefulness, compatibility, and perceived security on e-marketing adoption, with dynamic capabilities examined as a moderating factor. Data were collected from 216 SMTEs operating in the Urban and South Regions of Zanzibar and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results indicate that perceived ease of use and perceived security …

Neo Banking Adoption Among Banking Customers: An Empirical Study Using Pls-Sem, Sree Bhoojitha V, Vishnucharan N S

Journal of Global Management Research

The rapid advancement of financial technology has fundamentally transformed the banking landscape, giving rise to neo banks — fully digital banking platforms operating without physical branches. Despite the growing significance of neo banking in India, customer awareness and adoption remain evolving areas requiring systematic investigation. This study, titled "Study on Neo Banking Adoption by Banking Customers," examines customer awareness, usage patterns, satisfaction levels, and the key factors influencing adoption intention of neo banking services. Grounded in the Technology Acceptance Model (TAM), the study incorporates Perceived Usefulness, Perceived Ease of Use, and Trust as independent variables influencing Neo Banking Adoption Intention. …

The Evolution Of The Modern Library Brand: Transforming Community Engagement Into Sustainable Revenue, Slone Williams

Georgia Library Quarterly

This article examines the development of the Cobb Library Shop, an e-commerce initiative launched by the Cobb County Public Library to generate sustainable funding through brand engagement. Built on a modest startup budget, the shop integrates a multichannel sales strategy and leverages internal talent to create a scalable, community-centered retail model.

The project achieved a full return on investment within 14 days and continues to demonstrate steady revenue expansion. By combining entrepreneurial practices with public service values, this case study highlights how libraries can diversify funding streams, enhance community engagement, and establish a replicable model for revenue-generating library systems.

Ensouling Progressive Partnership Synergy In Marketing To Revive The Indonesian Furniture Industry, Ahmad Ikhwan Setiawan, Fatimah Fatimah, Cheryl Marlitta Stefia

Asia Marketing Journal

This study develops a partnership marketing model to improve collaboration between suppliers and resellers in Indonesia's furniture industry by introducing Progressive Partnership Synergy (PPS), which links partnership dynamics to sales growth. A quantitative survey of 240 small and medium furniture manufacturers in Central Java tested the model using AMOS and Hayes's PROCESS Macro to examine mediation by synergy and competitive-advantage transformation. Results show PPS significantly affects sales growth while mediating the influence of competitive-advantage transformation. Market adjustment flexibility and partner orientation strengthen supplier–retailer ties. Some hypotheses were rejected, indicating additional factors are needed to optimize partnerships. Limitations include treating contextual …

The Impact Of Fear Of Aging On Luxury Consumption Among Middle-Aged Women, Jiyeon Lee, Xiaofei Wu, Dongwoo Ko

Asia Marketing Journal

This study investigates the relationship between fear of aging and luxury consumption behaviors among middle-aged women, focusing on the psychological and social dimensions of aging anxiety. Utilizing frameworks such as Objectification Theory and the Double Standard of Aging, the research explores how aging anxiety impacts attitudes toward luxury goods, mediated by fear of negative evaluation and body esteem. A survey of 288 women aged 41 to 60 was conducted, revealing that fear of aging significantly influences luxury attitudes and purchasing intentions. Findings indicate that luxury goods are seen not only as tools for status maintenance but also as avenues for …

Social Exclusion Cues And Collective Action Motivation In Environmental Campaigns: The Buffering Role Of Social Support, Hwan-Ho Noh, Warren B. Chik

Asia Marketing Journal

This study examines the influence of social exclusion cues on public engagement with environmental campaigns on social media, focusing on how such cues affect advertising attitudes and collective action motivation. Across two experimental studies, we investigated whether low engagement metrics, such as a small number of likes, function as symbolic exclusion cues that reduce perceived public support. The results indicate that social exclusion cues negatively affect advertising attitudes and collective action motivation, ultimately decreasing the intention to engage with the campaign. However, the presence of social support cues, which signal sustained public interest and social endorsement, effectively mitigated these negative …

The Price Of Expectation: How Luxury Consumers React To Quality Crises, Jeong Ah Yoo, Daye Hong, Yoon Hi Sung

Asia Marketing Journal

This study investigated the mechanisms underlying consumer responses to quality crises in luxury brands and examined how these responses differ depending on consumers' prior luxury brand purchase experience. The findings indicated that stronger price-quality inferences led to elevated product quality expectations. Further, when consumers encountered information regarding quality controversies, their heightened expectations produced greater perceived discrepancies, which subsequently had a negative impact on brand attitudes. Additionally, this study found that the negative impacts of perceived discrepancies on brand attitudes, purchase intentions for other products of the brand, and forgiveness intentions were more pronounced among luxury than among non-luxury consumers. Finally, …

Uncovering App Activity Patterns Behind E-Commerce App Usage: An Explainable Ai Framework, Myounggu Lee, Hye-Jin Kim

Asia Marketing Journal

In today's competitive mobile ecosystem, understanding how general app activity influences e-commerce app usage is crucial for marketers. This study introduces an explainable AI (XAI) framework using SHapley Additive exPlanations (SHAP) to identify non-e-commerce apps associated with e-commerce app usage. Drawing on mobile app launch data from 1,000 Android users in South Korea, we train a machine learning model to predict usage and apply SHAP to quantify the marginal contribution of each app. Results show that apps such as YouTube, Naver, and KakaoTalk are strongly linked to e-commerce activity at the user level. By visualizing user–app associations and clustering users …

Can Ai-Generated Ads With Future Predictions Drive Higher Donations Than Human-Created Ads?, Chaewon Song, Sujin Song

Asia Marketing Journal

The use of AI in generating ads offers benefits for NPOs, such as enhanced cost efficiency and personalized content. However, consumers often exhibit algorithm aversion when AI performs subjective tasks, like ad creation. According to mind perception theory, AI is seen as high in agency but low in experience. Given this, we hypothesized that including future predictions in AI-generated ads would mitigate this aversion. Across four studies, we found that AI-generated donation ads were generally perceived as less credible and elicited lower donation intentions than human-created ones. Crucially, when future predictions were included, the credibility and donation gap between AI …

From Emotions To Impulse: A Serial Mediation Approach In Tiktok Live Commerce, Amrul Asraf Mohd-Any, Moniruzzaman Sarker, Shaoxuan Lu

Asia Marketing Journal

Based on social exchange theory, this study investigates how interactions between influencers and followers during live streaming impact impulse buying behaviour. It explores how perceived influencer traits, namely authenticity, expertise, attractiveness, and homophily, influence trust, emotional attachment, and para-social interaction, which in turn drive impulsive purchases. Using PLS-SEM technique, a survey of 303 Chinese TikTok users reveals that emotional factors, particularly para-social interaction and attachment, have a stronger effect on impulse buying than trust. Authenticity and homophily emerge as essential in fostering emotional engagement, emphasising the importance of relatability over authority. The findings suggest that successful influencer marketing in live …

Consumer Spontaneous Purchases Under Pressure! Do The Roles Of Time Pressure And Stock Pressure In Flash Sales Differ Between Hedonic And Utilitarian Products?, Anthony E. Hendra, Karto Adiwijaya

ASEAN Marketing Journal

The development of the digital world has driven changes in the live streaming commerce sales method, which is a combination of e-commerce with social media live streaming features. Flash sales are one strategy that is often used in marketing a product in live streaming commerce to increase sales quickly. Time pressure and stock pressure are components of flash sales that effectively force consumers to make impulsive purchases. By causing a scarcity effect on consumers, pressure can make consumers go through a long decision-making process and make unplanned purchases. In this study, researchers used the stimulus-organism-response theory to explain the role …

Online Shopping Non-Adoption In South Africa: A Distrust-Centric Framework Integrating Social Exchange, Trust Transfer, And Social Presence Theories, Cleopatra Moipone Matli, Jeevarathnam P. Govender

Journal of Marketing and Consumer Behaviour in Emerging Markets

Online shopping non-adoption remains critically underexplored, especially in emerging markets. Addressing this gap, the authors develop and test a distrust-centric framework that applies the inhibitory logic of social exchange, trust transfer, and social presence theories to explain pre-emptive avoidance. Focusing on South Africa, where only 18.16% of the population engage in e-commerce, data was collected from 414 consumers who have never shopped online. Structural equation modelling reveals that perceived lack of reciprocity directly increases the intention of non-adoption. Moreover, distrust in online payment systems transfers to broader channel scepticism, which in turn drives avoidance. Perceived lack of social presence further …

Unveiling The Power Of Credibility: How Virtual Influencers Shape Consumer Attitudes And Purchase Intentions In Fashion, Danita Van Heerden, Jade L. Verbeek

Journal of Marketing and Consumer Behaviour in Emerging Markets

Artificial intelligence (AI) is at the forefront of influencer marketing, particularly in the fashion industry. Consequently, brands are using virtual influencers (VIs) to engage consumers in this space. Yet little is known about VIs’ credibility and their influence on purchase intentions, especially in an emerging market where they are less prevalent. This study examines the influence of VIs’ credibility (i.e., trustworthiness, attractiveness, and expertise) on consumers’ attitudes towards VIs and the subsequent impact on purchase intention for fashion products in South Africa, grounded in the Source Credibility Theory. Data were collected from active social media users using non-probability convenience and …

Ok Boomer? Consumer Perceptions Of Smartphone-Based Shopping, Ronda G. Henderson, Roland Leak, Kimberly Mcneil

Atlantic Marketing Association Proceedings

No abstract provided.

How Does Product Experience Influence The Helpfulness Of Photo-Enhanced Reviews?, Bridget Satinover Nichols, Anh Dang

Atlantic Marketing Association Proceedings

No abstract provided.

Are You In Good Hand? That’S Outdoor Locker Delivery System’S Stand, Hyun Sang An, Arim Park, Ju Myung Song, Christina Chung

Atlantic Marketing Association Proceedings

No abstract provided.

A Case Study Of Faculty Perspectives On Teaching Across Borders, Lucy Matthews, Diane R. Edmondson, Tammy Bahmanziari

Atlantic Marketing Journal

This study explores the differences between faculty who have and have not led study abroad programs at a southeastern U.S. public university. Using survey responses from 133 faculty members, the research examines professional and motivational variables that influence participation. Findings reveal that those who have led study abroad programs tend to be satisfied with their experiences, report higher perceptions of student cultural competency gains, and are more likely to recommend such programs to peers. Additionally, experiential learning emerged as a central theme, with faculty highlighting the pedagogical value of immersive global education. Barriers to participation were also investigated. The study …

A Captured Audience: How Job Stress Leads Employees To Online Shopping Via Cyberloafing, Seth Williams

Atlantic Marketing Journal

This paper investigates the hyper-connected workplace and how the modern employee deals with job stress in their work environment. Using the theory of compensatory consumer behavior and partial least squares structural equation modeling, we investigate how job stress impacts employees in the workplace to shop online. This shopping is done via cyberloafing, which is using the internet for personal reasons at work. Psychological detachment is also studied as a mediator. Theoretical and practical implications are discussed for managers in the workplace as well as businesses marketing to individuals taking a break on the clock.

Five Strategic Categories Ai Is Transforming Marketing, Ryan Matthews

Atlantic Marketing Journal

Artificial intelligence (AI) is a revolutionary technology that provides tools and methodologies to expand marketings impact. AI enables companies to better understand customer needs, preferences, and behaviors to personalize an approach to different market verticals and segments. AI has become a significant factor influencing how businesses interact and retain the attention of customers. Customers increasingly have an appetite for a highly personalized interaction. AI-driven data approaches and innovative technologies are increasing personalization and efficiency. AI is a revolutionary tool that enables marketing to grow beyond traditional limitations. Understanding the correct tool is vital for marketing executives, whether they are obtaining …

Make Fashion Circular: Extending Brand Loyalty By Extending The Life Of Garments, Madelyn Schillinger

Marketing Undergraduate Honors Theses

This research targets the fashion industry and its journey towards sustainability and circularity, specifically through the rise of clothing resale. It discusses the environmental impact of the overall fashion industry, as well as how secondhand shopping can offset the production of new items. This research also compares third party marketplaces with private, brand-operated resale platforms, exploring how each one benefits both the environment and consumers. Each resale model provides variety in user experiences, profits, and sustainability outcomes. These findings reveal that peer-to-peer platforms have helped normalize secondhand shopping, but brand resale initiatives have a greater control over sustainability and customer …

When Social Fundraising Is Active But Hard To Measure: Nonprofit Lessons From Social Media Roi Research, Dr. Blair W. Loveland

Journal of Nonprofit Innovation

This article examines a nonprofit measurement problem that appears when social media is used to support fundraising but the organization cannot clearly connect that activity to a measurable financial result. The article draws on a non-experimental quantitative survey of 106 participants in roles tied to marketing, sales, or revenue reporting. The findings showed that social media use was common, but visibility into spending, formal ROI tracking, and end-to-end attribution was often weak. Seventy percent of respondents who answered the spend question did not know their organization's annual social media spend, 59 percent of respondents who answered the ROI question said …

Unveiling Ai Deployment And Social Support On Customer Value Co-Creation And Stickiness In Social Commerce: A Pls-Sem And Nca Approach, Zandro M. Catacutan, Christian Edwin M. Perlado

The South East Asian Journal of Management

Research Aims: This study examines AI deployment and social support in fostering customer value co-creation and customer stickiness towards S-commerce applications in online shopping.

Design/Methodology/Approach: This study employed a cross-sectional survey design, incorporating purposive and snowball sampling, and a sample size of 625 participants. PLS-SEM and NCA were utilised to test the hypotheses of this study.

Research Findings: The study results showed that AI deployment and social support were significant determinants and essential factors in facilitating customer value co-creation for S-commerce. However, it is not a prerequisite for maintaining customer stickiness in S-commerce. Customer value co-creation was found to have …

The Path To Impulse: A Cognitive-Affective-Conative Model Of Live E-Commerce Behaviour Across Southeast Asia, Any Urwatul Wusko, Aminullah Aminullah

The South East Asian Journal of Management

Research Aims: This study investigates how cognitive and affective mechanisms jointly shape impulse buying intentions in live e-commerce environments, using the Cognitive-Affective-Conative (CAC) model, with a focus on Southeast Asian consumers.

Design/Methodology/Approach: A quantitative, cross-sectional survey was conducted with 430 respondents from Indonesia, Malaysia, Thailand, Vietnam, and the Philippines. Data were gathered from participants with recent live-shopping experience on platforms such as TikTok Shop and Shopee Live. Structural Equation Modelling (SEM) using SmartPLS was employed to test the proposed relationships.

Research Findings: Perceived authenticity and interactivity significantly influence emotional arousal and fear of missing out, which in turn predicted impulse …

Navigating Study Abroad: Improving Western Michigan University Students' Understanding Of University-Approved Provider Programs Through A Website Redesign, Gillian Gold

Honors Theses

Study abroad is a valuable opportunity for students' personal and professional development and is offered in various study abroad models and frameworks, including university-run or externally-run. Western Michigan University offers various options, including Faculty-Led Programs, WMU Exchange Programs, Partner Study Abroad Programs, University-Approved Provider Programs, International Internships, and Independent Study Abroad Opportunities. The University-Approved Provider Programs option at WMU allows students to study abroad through a provider that could more directly meet their interests and goals due to the personalized options available. Despite the benefits of the University-Approved Provider Programs, participation in these programs is low. The information about this …

Analyzing Social Media Content Strategies That Drive Engagement For Independent Hairstylists, Aurora Batts

Honors Theses

This study explores how social media, has changed the way independent hairstylists market themselves and connect with clients. Social media has become a huge tool in the beauty industry, allowing stylists to showcase their work, build their brand, and attract new clients. Because platforms like Instagram act as a digital portfolio, clients are making decisions based on what they see online rather than just location or recommendations.

Due to this shift, it is important to understand which types of content perform well and generate engagement. This study focuses on identifying the specific content characteristics that lead to higher engagement for …

Exploring The Impact Of Online Reviews Perceived Trustworthiness And Consumer Engagement On Buying Behaviors, Ronda Mariani, Heather Morgan

Atlantic Marketing Association Proceedings

No abstract provided.

Navigation Bar Design Effects On Consumer Visual Processing, James Coyle

Atlantic Marketing Association Proceedings

No abstract provided.

Exploration Of Dimensionality In Nfts, Blockchain, And Cryptocurrencies, George D. Shows

Atlantic Marketing Association Proceedings

No abstract provided.

Analysis Of Consumer Response To Online Same-Day Grocery Delivery Service: The Case Of Korea, Hyun Sang An, Arim Park, Ju Myung Song, Christina Chung

Atlantic Marketing Association Proceedings

No abstract provided.