E-Commerce Commons^™

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 …

Adapting Online Customer Reviews For Blind Users: A Case Study Of Restaurant Reviews, Mohan Sunkara, Akshay Kolgar Nayak, Sandeep Kalari, Yash Prakash, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

Online reviews have become an integral aspect of consumer decision-making on e-commerce websites, especially in the restaurant industry. Unlike sighted users who can visually skim through the reviews, perusing reviews remains challenging for blind users, who rely on screen reader assistive technology that supports predominantly one-dimensional narration of content via keyboard shortcuts. In an interview study, we uncovered numerous pain points of blind screen reader users with online restaurant reviews, notably, the listening fatigue and frustration after going through only the first few reviews. To address these issues, we developed QuickCue assistive tool that performs aspect-focused sentiment-driven summarization to reorganize …

The Effect Of Distance On Persuasion In International E-Mail Marketing Campaigns, Peter Magnusson, Stanford A. Westjohn

Marketing Faculty Publications

We investigate the relative effectiveness of different persuasive appeals in international e-mail customer acquisition marketing campaigns. We conducted three separate experiments, including two lab experiments and one field experiment, to examine the impact of different persuasive appeals on customers. Our research specifically focuses on consensus and authority-focused persuasive appeals. Our findings consistently show that when there is a small cultural distance between the seller and potential buyer, consensus appeals are more effective. On the other hand, when there is a large cultural distance, authority appeals are more effective.

Transforming Accounting With Artificial Intelligence, Aidan M. Morneault

Business Analytics Student Projects and Publications

The accounting field is evolving quickly with the integration of Artificial Intelligence (AI), and BNN is taking on this challenge. This report explores how BNN incorporates AI tools like Microsoft’s CoPilot and Caseware into its operations to streamline audits, enhance efficiency, and ensure compliance. This report will also cover how the industry handles this new technology, but still have a focus on BNN. While AI has brought significant benefits such as reducing costs, speeding up data processing, and moving towards real-time audits, it also presents challenges. These challenges include trust in AI outputs, high implementation costs, and workforce training. To …

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 Practical Adoption And Application Of Blockchain Technology Within The Beverage Industry, Alexander Adams Jr

Electronic Theses, Projects, and Dissertations

Abstract

The beverage industry is facing heightened scrutiny as the demand for transparency and accountability reaches new heights. In the age of information technology, companies must prioritize enhanced traceability to ensure product safety, comply with government regulations, maintain customer trust, and protect brand integrity. This thesis explores the potential of blockchain technology as a solution to these challenges, focusing on its ability to decentralize data, improve traceability, and expedite response times during safety recalls. The research provides an overview of the evolution of food safety regulations, beginning with the first establishment by Upland Sinclair, and examines current traceability practices and …

Beyond The Box: Delivering A New Look To Ohayo Korea, Beatrice Diaz

Graphic Communication

Ohayo Korea, a newly established business in South Korea, specializes in providing buying, packing, consolidation, and forwarding services for international customers seeking exclusive South Korean products or bulk shipments for business purposes. Despite offering valuable services, The business faces significant challenges in establishing visibility and trust in the marketplace. Currently, the business relies primarily on word-of-mouth and minimal social media presence, which restricts its reach and credibility among potential customers. In a highly competitive market, these constraints hinder Ohayo Korea’s ability to stand out and communicate its unique offerings effectively.

To address these challenges, a cohesive brand identity that resonates …

Influence Of The Influencer: Decoding The Credibility Of Influencers Among College Students., Claire M. Stipsits

International Journal of Undergraduate Research and Creative Activities

As the first “digitally native” cohort, Gen Z's upbringing amidst rapid technological advancements has shaped their attitudes, preferences, and decision-making processes in unprecedented ways. In 2023, e-commerce sales accounted for 20 percent of total sales in financial markets. This increase creates an urgency for understanding the different ways in which Gen Z interacts with retail. The study aims to investigate the mechanisms through which social media influencers have emerged as influential figures by addressing the fundamental mechanisms that drive social engagement and purchase behaviours. The study investigated theoretical mechanisms such as self-determination theory, social influence theory, social comparison theory, and …

Perceived Risk Mediation Of Website Quality In Online Clothing Shopping In A South African Township, Khathutshelo M. Makhitha, Rodney G. Duffett

The African Journal of Information Systems

South Africa lags behind other economies regarding online shopping adoption. Extant literature has focused on the influence of risk factors on consumers’ intention to shop online. However, few studies have considered the effect that mediating factors can have on relationships between other factors related to online shopping. It is particularly important to determine the mediation effect of perceived risk factors on the relationship between perceived website quality and intentions to shop online. A quantitative survey was used to collect data from 300 online shoppers who purchase clothing online and are located in the Soweto Township in Gauteng, South Africa. Perceived …

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, …

An Examination Of Duplicates In The Fast Fashion Industry: Synthesizing Definitions And Comparing Original Designs To Duplicate Examples, Raquel Maranhao Braulino

University Honors Program Senior Projects

The business of fast fashion has expanded tremendously since the nineties (Ozdamar-Ertekin, 2016). This expansion is caused by the market’s demand for low-cost trendy items (Jin et al., 2012), the overproduction of merchandising (Joy et al., 2012), online shopping (Rosskamp, 2018), technology-facilitated designs (Peroni, & Vitali, 2017), and faster delivery processes (Moon et al., 2017). The effects caused by the expansion of the fast fashion industry can be detrimental to consumers' self-concept (Legere, & Kang, 2020), result in the amplification of mass production (Moretta et al., 2013) and can have negative consequences to the environment (Peters et al., 2021). In …