E-Commerce Commons^™

Unveiling Risk Strategies In The Online Food Delivery Platforms: Evidence From Risk Disclosures And Reprisk Index, Maryam Mahdikhani, Jiyoon An, Arim Park

Atlantic Marketing Journal

Online Food Delivery Platforms (OFDPs) have faced unique challenges related to uncertainty and global risk in recent decades. To address these risks, this study utilized machine learning (ML) techniques, including Latent Dirichlet Allocation (LDA) and Word2Vec, to extract and cluster OFDP-related risk factors. The analysis was conducted using unstructured text data from the annual reports of two prominent OFDP companies—Delivery Hero (DH) and Grubhub (GH)—from 2017 to 2020. We also examined the multidimensional RepRisk Index (RRI) for these companies and developed a two-dimensional matrix to evaluate preparedness and responsiveness across various risk categories in the OFDP sector. The results indicate …

Do The Effects Of Ethnocentrism And Cosmopolitanism Depend On Countries-Of-Origins? An Empirical Study Of U.S. Consumers, Thomas Tanner, Jung Kim, Ronda Mariani

Atlantic Marketing Journal

Consumer ethnocentrism and cosmopolitanism have been shown to be instrumental factors for the evaluation and purchase of foreign products. Many prior studies have provided evidence that ethnocentric consumers have lower willingness to buy for products that originated from foreign countries, while cosmopolitan consumers have higher willingness to buy. However, prior research has been conducted in the research setting where only one foreign country is pit against home country. Therefore, it is not clear whether their direct impacts on animosity, product judgement, and willingness to buy will be homogeneous, regardless of countries-of-origin. In other words, do consumers hold the same degree …

Are Emojis The New Words? A Sentiment Analysis Of Social Media Brand Conversations, Yashodhan Karulkar, Dev T. Vora, Siddharth Vaddepalli, Yash Thakur

Journal of International Technology and Information Management

Emojis have become an increasingly important aspect of consumer-brand interactions in the Indian subcontinent. However, the impact of emoji use on brand image and mental health remains underexplored, particularly in emerging economies like India, where structured research on this topic is limited. To address this gap, the present study analyzes over 4,600 consumer tweets related to 19 prominent brands across eleven industries. Using VADER sentiment analysis, the research develops a metric to assess consumer sentiment and brand engagement in relation to emoji usage. The findings indicate that effective integration of emojis contributes to positive consumer sentiment and enhanced brand engagement. …

A Socioeconomic Analysis Of Fashion Entrepreneurs And The Use Of Self-Branding To Influence Consumer Behavior, Jasmine Gibbs-Stepter

LSU Doctoral Dissertations

The fashion industry is widely recognized as a significant sector within the global economy, crucially driving trends, creating jobs, and shaping culture. Despite its prominence, entrepreneurs from marginalized socioeconomic backgrounds often encounter considerable hurdles in establishing their businesses and sustaining them over time. These challenges manifest in various forms, including access to vital financial resources, insufficient networking opportunities, and restricted entry into lucrative markets, making it difficult for these entrepreneurs to compete in a dynamic and competitive landscape.

The rise of social media, with platforms like Instagram leading the charge, has ushered in a new era for fashion entrepreneurs. As …

Toward An Ecosystem Of Non-Fungible Tokens From Mapping Public Opinions On Social Media, Yunfei Xing, Justin Z. Zhang, Yuming He, Yueqi Li

Information Technology & Decision Sciences Faculty Publications

As blockchain technology advances, non-fungible tokens (NFTs) are emerging as unconventional assets in the commercial market. However, it is necessary to establish a comprehensive NFT ecosystem that addresses the prevailing public concerns. This study aimed to bridge this gap by analyzing user-generated content on prominent social media platforms such as Twitter, Weibo, and Reddit. Employing text clustering and topic modeling techniques, such as Latent Dirichlet Allocation, we constructed an analytical framework to delve into the intricacies of the NFT ecosystem. Our investigation revealed seven distinct topics from Twitter and Reddit data and eight topics from Weibo data. Weibo users predominantly …

2025, 2(21)

Journal of Marketing and Consumer Behaviour in Emerging Markets

Full Issue 2025, 2(21)

Comparing Funders' Altruism Versus Self-Interest: Leveraging The Context Of Crisis, Dan Liu, Guangzhi Shang, Cynthia Fan Yang

Journal of International Technology and Information Management

While reward-based crowdfunding has widespread popularity, the motivations driving funders, balancing self-interest and altruism, have remained puzzling. Prior research has been constrained by examination methods and produced mixed findings regarding the weight of altruism versus self-interest among funders. Our study takes a fresh perspective, delving into funder behavior amid a major crisis—the tumultuous backdrop of the COVID-19 pandemic. Our findings reveal that funders not only display an increased willingness to contribute but also significantly amplify their contributions, particularly to projects in crisis-affected regions, irrespective of external incentives like rewards. This underscores the prevalence of altruistic motives among funders in challenging …

Understanding The Determinants Of Blockchain Adoption: An Empirical Study, Amarpreet Kohli, Nihar Kumthekar, Piyush Shah, Rebecca Jauch

Journal of International Technology and Information Management

Blockchain technology (BT) has the potential to enhance security and robustness of transactions through a distributed ledger bookkeeping process. This study employs technology-organization-environment (TOE) framework and threat-rigidity theory (TRT) to examine whether perceived disruption caused by COVID-19 pandemic significantly impacted the adoption of BT, and inclination to adopt BT in the US. The COVID-19 pandemic provided a unique backdrop, as it affected businesses across all industries, sizes, and geographies. Results show a non-significant effect of perceived pandemic disruption on the current stage of BT adoption and intention to adopt BT. However, disruption readiness positively influences the current stage of BT …

From Backlash To Brand Loyalty: How Self-Congruity And Generation Shape Consumer Intentions After A Failed Influencer Campaign, Dexter L. Purnell, Kimberly V. Legocki, Steven R. Barnes, Jessica Chapman

Atlantic Marketing Journal

This study examines consumer responses to corporate social advocacy (CSA) surrounding Bud Light’s partnership with transgender influencer Dylan Mulvaney. We fielded a cross-sectional survey of U.S. beer drinkers (N = 386) measuring actual and ideal self-congruity, generational cohort, and purchase intention. Using PROCESS Model 4 with bootstrap confidence intervals, we tested whether self-congruity mediates the relationship between generation and purchase intention. Self-congruity strongly predicted purchase intention, and indirect effects of generation via both actual and ideal self-congruity were statistically significant. Conditional (contrast-specific) indirect effects were observed only for Gen X, indicating cohort-specific pathways from CSA to purchase intention through identity …

Podcast Advertising And Its Role In Higher Education Marketing, Mark D. Cistulli, Jason L. Snyder

Atlantic Marketing Journal

Podcast advertising has become an important component in marketing campaigns for organizations to reach their target audiences. With the explosion of popularity of podcasts, so too does the opportunity for marketers to promote their products and services. In this study, we are focusing on the impact of a graduate program ad on attitudes and behavioral intentions associated with the university in the ad. Participants were exposed to part of a podcast with the ad embedded mid-roll and then responded to a survey about their evaluation of the ad and subsequent intentions to consider attending graduate school at the university advertised. …

The Past, Present, And Future Of Adaptive Selling: Toward An Integrative Framework, Nawar N. Chaker, Rhett T. Epler, Gabriel Moreno, Dana Amiri, Elizabeth G. Mcdougal

Marketing Faculty Publications

Adaptive selling represents a notable and influential concept in the marketing literature. Despite being discussed in scholarly research and managerial practice for over forty years and mixed findings about its impact, a comprehensive understanding of the construct of adaptive selling remains missing. To remedy this critical knowledge gap, we conduct a comprehensive review of 188 articles across twenty-seven journals. We combine three approaches in our survey of the literature, including a systematic review, a main path analysis, and a bibliographic analysis. Together, this three-prong review offers profound insights into the state of adaptive selling research by (1) mapping the key …

Predicting Crises On The African Frontier Stock Markets With Investor Sentiment Indicators: A Machine Learning Approach, David Korsah, Lord Mensah

Journal of International Technology and Information Management

This study examined the predictive ability of machine learning algorithms in identifying crises within African stock markets. The study employed seven distinct machine-learning models, analyzing historical stock prices from eight stock markets, three major sentiment indicators, and the exchange rates of local currencies against the US dollar, with each data spanning from May 1, 2007, to April 1, 2023. Extreme Gradient Boosting (XGBoost) emerged as the most effective algorithm for predicting crises. Historical stock prices and exchange rates were identified as the most critical features for prediction. On the sentiment side, investors’ perceptions of potential volatility on the S&P 500, …

Preventive Health Care Information Seeking Behaviors Among Baby Boomers In Taiwan, Alexander N. Chen, Michael J. Rubach, Tracy Suter, Hsin Ke Lu, Mark E. Mcmurtrey

Journal of International Technology and Information Management

Preventive health care is widely acknowledged as one of the most effective ways to reduce medical costs and enhance people's health. Preventive health care information (PHCI) is a crucial component. This study examines the PHCI-seeking behaviors of Taiwanese baby boomers. The study found some support for the idea that the preferred media used influenced the likelihood of Information seeking behavior. People with good health conditions were found to be more likely to seek PHCI, while people with greater health care needs sought out PHCI less frequently. The study examined social influences, which were found to be important. Three different types …

Pedagogy In The Age Of Ai: Exploring Generative Ai For Higher Education, Alison Munsch Phd

Journal of International Technology and Information Management

Generative Artificial Intelligence (AI) presents transformative opportunities for higher education, enabling personalized learning, enhanced student engagement, and efficient pedagogical practices. This tutorial-style article guides educators in integrating generative AI into their classrooms through hands-on activities, practical strategies, and reflective exercises. It explores the capabilities of AI tools such as ChatGPT, their applications across disciplines, and the ethical considerations for their use. By cultivating critical thinking and fostering student readiness for AI-driven futures, this article underscores the transformative potential of generative AI in higher education with an emphasis on the academic areas of business analytics, information systems, and computer science.

Surviving And Thriving In The Hybrid Cloud: A Review Of The Current Cloud Computing Landscape, Peter Munsch, Alison Munsch

Journal of International Technology and Information Management

Background and Purpose

Both academic and industry institutions have increasingly migrated essential services to public cloud providers (e.g., Microsoft, AWS, Google) with mixed outcomes. Some industry leaders attempted to fully replace their on-premises data centers with public cloud services, a move not advised without thorough performance and cost analyses (Potel, 2023). Despite some organizations pulling back from the “Cloud First” strategy, the public cloud services market continued to grow, with revenue increasing by approximately 20% year-over-year since 2020 and surpassing half a trillion dollars in 2022 (IDC Worldwide Semiannual Public Cloud Services Tracker, 2H 2022). Cloud technologists suggested that hybrid …

Predicting Global Healthcare Supply Chain Delays: A Machine Learning Approach Leveraging Country-Level Logistics Metrics, Jeevan Sai Gali, Nima Molavi, Sepideh Alavi

Journal of International Technology and Information Management

In global healthcare logistics, ensuring the timely delivery of medical commodities is critical, particularly in low- and middle-income countries characterized by infrastructural limitations and operational uncertainties. This research introduces an advanced, data-driven predictive framework designed to forecast delivery delays by synthesizing granular, internal shipment-level data from the USAID Global Health Supply Chain Program (GHSC-PSM) with external country-level logistics capabilities indicators derived from the World Bank’s Logistics Performance Index (LPI). Rather than relying on retrospective trend analyses, this study employs machine learning algorithms such as Random Forest, XGBoost, Support Vector Machines (SVM), and Multi-Layer Perceptron (MLP) to detect …

Posting About Goals On Social Media: The Unexpected Effect Of Posting Goal-Intention Photos Rather Than Goal-Pursuit Photos On Goal Attainment, Kelly Eunjung Yoon, Cornelia Pechmann

Atlantic Marketing Journal

Can posting photos online help individuals achieve their goals? Past research has generally found that posting about goals on social media increases motivation to achieve those goals. However, little is known about the consequences of posting different types of goal-related content. This research uses real-world Instagram data to test the effects of posting photos about goal pursuit (i.e., goal enactment behaviors) versus goal intention (i.e., goal planning or setting) on goal attainment. Our findings indicate a positive and significant relationship between posting goal-pursuit photos and goal attainment. Conversely, posting goal-intention photos yields no measurable effect. This finding challenges the generalized …

Toward Charity Engagement Of Generation Z: Do Gender And Economic Standing Of Household Matter?, Sylwia Badowska, Liwia Delińska

Journal of Marketing and Consumer Behaviour in Emerging Markets

In Poland, non-profit organizations face challenges in attracting and engaging donors, especially of younger ages, in charity. The study explores factors such as gender and household economic standing of Generation Z’s representatives in order to determine charity engagement in the wake of the frequency, value, and channels of financial donations among Generation Z. A survey (CAWI method) was conducted among young people under 25 in Poland. Descriptive statistics and statistical tests were performed to analyse the primary data.

Outcomes show that young donors mostly provide financial aid donations once a year and both online platforms and traditional collection methods were …

Navigating Responsible Consumption: Unveiling Consumer Perceptions And The Role Of Bio-Based Products In Sustainable Decision-Making, Magdalena Klimczuk-Kochańska, Magdalena Marczewska

Journal of Marketing and Consumer Behaviour in Emerging Markets

The modern consumer society is criticised for its harmful impact on individual well-being and the environment, prompting a call for a transition to responsible consumption. This article explores emerging trends in consumer behaviour towards responsible consumption. Drawing from existing literature and empirical findings, it examines the multifaceted dimensions of responsible consumption, encompassing environmental, ethical, and social considerations. Conscious consumers prioritise basic needs over excessive consumption, opting for high-quality, reliable, and environmentally friendly products, especially those derived from biomaterials called bio-based products. Furthermore, responsible consumers recognise the social and environmental consequences of their consumption behaviour, advocating for sustainable practices and supporting …

The Review Of The Book “Employer Branding – Eine Wissenschaftliche Analyse Des State-Of-The Art Empirischer Untersuchung Im Bereich Employer Branding” Written By Peter Kuhn, Anna Jędrzejczyk

Journal of Marketing and Consumer Behaviour in Emerging Markets

The review of the book “Employer Branding – Eine wissenschaftliche Analyse des State-of-the Art empirischer Untersuchung im Bereich Employer Branding” written by Peter Kuhn

Motivating Marketing Research Respondents To Provide More Elaborated Answers, Michał Ścibor-Rylski

Journal of Marketing and Consumer Behaviour in Emerging Markets

Modern marketing research faces a challenge how to increase the respondents’ productivity and encourage them to give more elaborated answers in the open-ended questions. It’s relevant both for CAWI quantitative projects and the qualitative approaches. The initial research in this area shows that gamified tasks including storytelling enhancements might be a solution to the stated problem. The research project was aimed at the verification of effectiveness of the gamified methods, i.e., questions including a storytelling context, with the use of a bigger, quantitative sample of the regular marketing research respondents – participants of the professional research panel. The research was …

Would You Pay An Insta-Doctor A Visit? Social Media Personal Brands And Young Consumer Perception, Małgorzata Szwed

Journal of Marketing and Consumer Behaviour in Emerging Markets

Technological developments and the broad availability of the Internet provide constant access to social media for users. These platforms are used to communicate with friends as well as to follow other users and brands. Also, physicians have public social media profiles on which they publish both professional and personal content. The objective of the paper is to explore and understand customers’ perception of physicians’ social media use. To obtain the purpose, a qualitative research method was adopted that involved 12 semistructured interviews with people who followed physicians’ profiles on social media. The study identifies three consumer groups: social media enthusiasts, …

Factors Influencing Online Repurchase Intention In Indonesia’S E-Commerce Market: A Structural Equation Modeling Approach, Egia Etha, Pijar Suciati, Ajenk N. Citra

Jurnal Sosial Humaniora Terapan

The rapid expansion of e-Commerce in Indonesia has revolutionized consumer behavior, shifting preferences from traditional retail to the dynamic world of online shopping. This paradigm shift necessitates a deep understanding of consumer online buying behavior, which unfolds in two critical stages: initial purchase intention and the all-important repurchase intention. The latter is a key determinant of e-Commerce success, reflecting customer loyalty and the overall health of an online business. This research delves into the significant factors driving Indonesian consumers' online repurchase intentions, employing a robust quantitative methodology. A comprehensive survey was conducted with 200 e-commerce shoppers, utilizing both email and …

Interpreting Consumer Attitude Towards Milk Alternatives: A Purchase Intention Model For Marketing Success, Anjolize Wassenaar, Elizabeth Kempen

Journal of Marketing and Consumer Behaviour in Emerging Markets

Within an emerging market context, the purchase of dairy free milk alternatives is not well understood. The purpose of the article is to present a model within which purchase intentions of South African emerging market consumers can be interpreted, providing marketers with information on which product positioning upon market entry and continuous marketing strategies can be developed for the growing niche ultra-heat treated (UHT) milk alternative product category. Using a qualitative, exploratory-descriptive approach, data was gathered in-person and online from 35 participants through mini-focus groups and semi-structured interviews. Through inductive-deductive thematic data analysis, findings describe consumer purchase intention towards UHT …

The Impact Of Human-Ai Relationship Perception On Voice Shopping Intentions, Marisa Tschopp, Kai Sassenberg

Human-Machine Communication

In the emerging field of voice shopping with quasi-sales agents like Amazon's Alexa, we investigated the influence of perceived human-AI relationships (i.e., authority ranking, market pricing, peer bonding) on (voice-)shopping intentions. In our cross-sectional survey among experienced voice shoppers, we tested hypotheses specifically differentiating voice shopping for low- and high-involvement products. The results emphasized the importance of socio-emotional elements (i.e., peer bonding) for voice shopping for high-involvement products. While calculative decision-making (i.e., market pricing) was less relevant, the master-servant relationship perception (i.e., authority ranking) was important in low-involvement shopping. An exploratory analysis of users’ desired benefits of voice shopping reinforces …

Mediating Effect Of Mobile Banking Trust On Information And System Quality, Marko Van Deventer

Journal of Marketing and Consumer Behaviour in Emerging Markets

In the context of mobile banking services, trust emerges as a pivotal factor influencing both the acceptance and utilisation of these services, significantly shaping customers' confidence in their usage. Existing literature proposes that trust operates as a mediator in the connection between customers' perceptions of the quality of information and the overall system in mobile banking.

This study aimed to investigate whether trust acts as a mediating variable in the relationship between information and system quality within the mobile banking experiences of Generation Y customers in the South African banking sector. Employing a descriptive research design, the study distributed self-administered …

The Phygital Design Process: Using Emerging Technologies To Create A Phygital Fashion Brand Rooted In Nostalgia, Madeline M. Mcdaniel

Creativity and Change Leadership Graduate Student Master's Projects

This Master's Project is a comprehensive exploration of the intersection of digital fashion design, nostalgia, and sustainable practices. Its primary objective is to create 'project CYBERBAE,' a phygital fashion collection that draws inspiration from early 2000s video game characters, trends, and aesthetics. The project utilizes advanced digital tools like Clo3D to demonstrate a comprehensive digital fashion design process that emphasizes inclusivity and sustainability. It also pioneers the development of a 3D virtual world, providing users with an immersive environment to interact with and experience digital fashion. This virtual space serves as a platform for a community of fashion, technology, and …

The Impact Of “Humorous” Ads Featuring Social Media Influencers On Perceptions Of The Influencer, Brand, And Purchase Intention, Jason L. Snyder, Robert Forbus

Atlantic Marketing Journal

The present study explored the use of humor in social media ads that featured both a product being advertised and a social media influencer (SMI). Using extant literature and the theory of planned behavior as guides, the goal of the study was to explore the role of perceived humorousness on consumer perceptions of the SMI, the ad, the brand, and consumer purchase intentions. The experiment (N = 292) exposed self-identified males living in the U.S. between the ages of 18 and 40 to one of two versions of an ad for a men’s grooming product. The ads were run …

Method Of Product Placement In Computer Games. Qualitative Research Amongst Polish Players, Magdalena Hofman-Kohlmeyer

Journal of Marketing and Consumer Behaviour in Emerging Markets

Nowadays, new technologies enable practitioners to create brand experience in the virtual world of computer games. Marketers use product placement to reach potential and current customers. In the meantime, computer games have become an attractive medium because they attract an increasingly wider audience of different genders and various age groups. Therefore, an important issue is to know and systematize current methods of brand placement in computer games. For the purpose, the author carried out 20 in-depth interviews with players of chosen computer games, Second Life, Euro Truck Simulator 2 and The Sims. According to the analysis, it can be distinguished …

The Role Of Augmented Reality In Improving Brand Attitude Through Perceived Enjoyment, Widyastuti Widyastuti

Journal of Marketing and Consumer Behaviour in Emerging Markets

Augmented Reality is a technology that is commonly used by businesses to market their products. The technology allows customers to test products online in order to deliver a more enjoyable purchasing experience. The study is aimed at investigating the impact of vividness and perceived informativeness, as a characteristic of AR, on brand attitude through perceived enjoyment. There are 204 respondents chosen using purposive sampling technique. They are women who used Augmented Reality when purchasing cosmetics online. The study used a path analysis with the assistance of Amos software. According to the findings, perceived enjoyment can strengthen the influence of vividness …