E-Commerce Commons^™

Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu

Journal of International Technology and Information Management

This study examines how early impressions of science, technology, engineering, and mathematics (STEM) shape business students’ learning behaviors and, ultimately, their readiness for organizational digitalization. Focusing on gender differences, subgroup identities, and perceived obstacles, the analysis uses survey data processed through correlation matrices, regression models, and subgroup heatmaps to trace the relationship between initial attitudes toward STEM and subsequent engagement patterns. The findings reveal consistent links between positive early impressions and active participation in structured STEM activities, along with gender-based distinctions in action preferences. Subgroup analyses further uncover nuanced patterns where stereotypes or perceived barriers correspond with reduced engagement. Collectively, …

Build A Global Art And Jewelry Auction Ecosystem That Integrates Offline And Online, Xiaochun Cathy Liu

MA Projects

Our success path is clear and executable: through a phased global market penetration strategy, we first deeply cultivate the Asia Pacific region to establish a lighthouse, then enter the European and American hinterland, and ultimately achieve global network interconnection; Deeply bind core collectors through the "elite membership system" and build a high stickiness community; And by competing for academic discourse power and publishing authoritative market indices, gradually mastering the pricing power of the industry, evolving from a participant to a rule maker. Arture's vision is to become a super species that integrates trading platforms, academic institutions, top communities, and industry …

Micro-Behavioral Analysis Of Online Shopping Patterns For Blind Users, Yash Prakash, Akshay Kolgar Nayak, Nithiya Venkatraman, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

While online shopping platforms provide convenience and autonomy to blind users, their non-visual interactions remain underexplored at a micro-behavioral level. Existing studies have primarily emphasized accessibility and usability challenges but have overlooked how fine-grained, screen reader-driven keystroke-level behaviors reflect users’ cognitive strategies. In this paper, we present the findings of a longitudinal study with 25 blind participants to examine their micro-behavioral patterns, using keyboard activity and screen reader logs on both familiar and unfamiliar e-commerce websites. We complemented this study with semi-structured interviews to contextualize the uncovered micro-behavioral patterns. Our results revealed patterns in how blind users draw upon cognitive …

Comparison Of Communication Interfaces In Ai-Driven Styling Services, Yanbo Zhang, Chuanlan Liu

LSU Fashion and AI x Policy Symposium

No abstract provided.

Ai Agent-Powered Fashion Shopping Services: A Future-Oriented Consumer Adoption Perspective, Yanbo Zhang, Chuanlan Liu

LSU Fashion and AI x Policy Symposium

No abstract provided.

Integrating Social Media And Entrepreneurship: A Study Of Social Media, Creativity, Strategy, And Innovation In Building A Successful Brand Presence In The Digital Era, Lys Ishiari

Undergraduate Honors Theses

Social media has completely changed what it means to start a business. It was once just a place for personal interactions but is currently a powerful channel that drives the growth of multiple industries (Felicia, 2022). Now, anyone can use their personal creativity and hobbies to build a brand, especially on apps like Instagram, YouTube, and TikTok. The purpose of this study is to identify the common themes behind social media entrepreneurs’ success, which allows individuals to become both creators and business owners in the digital age. Furthermore, a key part of writing this paper is personal; it connects to …

Forecasting The Unpredictable: The Bullwhip Effect In The Toy Industry, Mannat Sethi

CMC Senior Theses

This thesis investigates the bullwhip effect, the amplification of demand variability as it moves upstream in a supply chain, with a focus on the toy industry, and comparative analysis with the technology and consumer goods sectors. Using annual data from 1993 to 2024, the study analyzes production and retail growth for Mattel, Hasbro, Intel, and Procter & Gamble to assess how variance between consumer demand and firm output has changed over time. Bullwhip ratios are calculated as the variance of production growth divided by the variance of retail growth across two periods: 1993–2008 and 2009–2024.

The findings show that toy …

E-Payment Systems Use: The Role Of Cybersecurity Risk And The Moderating Effect Of Risk Propensity And Technology Readiness, Abdou Illia, Hyunsun Kim-Hahm, Thomas Ngniatedema, Mahaman Sani Yakoubou

Journal of International Technology and Information Management

Advances in digitalization have accelerated consumer migrations away from traditional cash- and check-based payment systems towards electronic payment systems worldwide. Yet, many people still remain resistant. This study examined the role of motivational and inhibiting factors and their interaction effects on the use of e-payment systems. The findings suggest that perceived cybersecurity risk, risk propensity, trust in the companies offering the e-payment services, and technology readiness have a significant direct impact on the use of e-payment systems. The findings also suggest that risk propensity and technology readiness have a tempering effect on the negative impact of perceived risk. The study …

Business Process Redesign For Reducing Undelivered Product Return Losses In E-Commerce – An Explainable Ai Approach, Venkataraghavan Krishnaswamy, Deepa R, Himanshu Sharma

Journal of International Technology and Information Management

Product returns in e-commerce affect the profitability of the e-tailer. We adopt a two-stage approach to reduce undelivered product returns in an e-commerce firm. First, we develop and compare machine learning techniques—logistic regression, decision trees, Naïve Bayes, random forest, adaptive boosting, gradient boosting, stochastic gradient boosting, and deep neural networks—on their ability to predict undelivered returns. Next, we use explainable methods, such as relative importance and Shapley values, to develop insights from the best-performing machine learning model. Finally, we use these insights and the predictive model to redesign the firm’s order fulfillment and return processes. A Post-implementation evaluation of the …

Too Warm To Win Big? Unpacking The Backer Dynamics Behind Female Crowdfunding Success Using A Warmth And Competence Perspective, Dan Liu

Journal of International Technology and Information Management

While crowdfunding is often heralded as a democratized funding avenue that empowers women with higher success rates, this study reveals a more nuanced picture of gender dynamics. The Stereotype Content Model suggests that women are often perceived as warmer but less competent. Using a large dataset from Kickstarter, we find that female-led projects can attract more backers, likely due to warmth-driven appeal, but receive smaller average contributions, potentially due to concerns about risk linked to lower perceived competence. However, the total funding raised by female-led campaigns is comparable to that of male-led ones, showing no clear advantage or disadvantage. This …

Online Community Dynamics: An Analysis Using Louvain During Major Sporting Events, Anushka Jaint, Yashodhan Karulkar, Kashish Jindal, Sri Sai Harshita Gadavarthi, Sanya Gulati

Journal of International Technology and Information Management

With the power of social media transforming the way people connect and interact with each other, the dynamics of community formation on platforms such as X during major events are of crucial importance. While social media is an increasingly key driver in determining interactions, little is known about the online influence forming and developing fan communities in high-stakes events. This study looks into the development of user communities for datasets drawn from Kaggle on two of the world’s largest sporting events: the FIFA World Cup 2022, or football, and the T20 World Cup 2022, or cricket, with the aim of …

The Crowdfunding Paradox In Crisis: Rising Funder Demand Vs. Declining Entrepreneur Supply, Dan Liu, Guangzhi Shang, Cynthia Fan Yang

Journal of International Technology and Information Management

This study investigates how the crowdfunding marketplace responds to major crises, focusing on behavioral shifts among funders and entrepreneurs. Results show a dual impact on platform dynamics. On the demand side, funders become more engaged, with notable increases in the number of backers, average contributions, and total pledge amounts. This heightened activity suggests stronger altruistic motivations, as individuals view crowdfunding as a way to support others during difficult times. On the supply side, however, entrepreneurs act more cautiously, leading to a decline in new project launches. This drop likely reflects increased risk aversion and uncertainty as creators navigate volatile conditions. …

A Holistic Approach To Country Branding: Examining A Master Brand And Sub-Brand Framework, Musa Pinar, Aycan Duran Tekoglu, Tulay Girard

Atlantic Marketing Journal

Recently, nation branding has drawn the attention of policymakers worldwide, as nations recognize its strategic importance in achieving and sustaining success in the global competitive landscape. This study provides a conceptual framework based on master brand and sub-brand architecture to examine country branding holistically by integrating macro and micro perspectives, country brand equity, and their effects on consumer preferences. The specific objectives are to 1) identify the dimensions of master brand, sub-brand, and country brand equity and develop reliable and valid measurement scales for each dimension, and 2) develop a conceptual framework that integrates the master brand, sub-brand, and brand …

Paid Search Marketing Vs. Search Engine Optimization: Analytical Models Of Search Marketing Based On Search Engine Quality, Kai Li, Chunyang Shen, Mei Lin, Zhangxi Lin

Research Collection School Of Computing and Information Systems

As search engines are leading revenue growth in online marketing, search marketing has become a popular area of academic research. Although search engine advertising has interested researchers for decades and much has been learned, one thing that puzzles scholars is why search engine optimization companies are tolerated rather than excluded from the market, even though they capture a significant share of the advertising market. In this paper, we shed light on this phenomenon and establish an analytical model based on organic search quality. Through analysis of the model, we were able to draw several intriguing conclusions. First, there is no …

The Effect Of Interpersonal Interaction Factors On Buyers Purchase Intention In Tiktok Livestreaming Of Local Fashion Product, Moza Abel Talitha, Ira Irianty

ASEAN Marketing Journal

This study aims to determine the interpersonal interaction factors that influence purchase intentions of local Indonesian fashion products on TikTok live stream shopping, based on the SOR theory. The sample of this research is the audience of TikTok live stream shopping of local Indonesian fashion products, living in Jabodetabek, and aged between 18 to 34 years. There were 295 respondents and data were analyzed using PLS-SEM software. According to this study, Perceived similarity is positively related to Swift guanxi. In addition, Perceived similarity and Perceived responsiveness are positively related to Initial Trust. Swift guanxi and Initial Trust are positively related …

Breaking The Five-Year Barrier: Essential Tactics For Long-Term Small Business Sustainability And Growth, Tanesha L. Ford Dr., Carol-Anne Faint Ph.D, Rocky J. Dwyer Dr.

International Journal of Applied Management and Technology

This study explores the sustainability and growth of small businesses beyond the critical 5-year mark, a pivotal milestone often associated with survival challenges. Active business owners within the United States often shut down their operations due to reduced revenues and operational challenges, including the multifaceted factors influencing long-term success. The study places a particular emphasis on effective training strategies by examining the intersection of sustainability and training to identify actionable insights for owners of small business to enhance their resilience and longevity in today’s dynamic economic landscape.

Are Loyalty Programmes Still “A Thing” In High-Fashion Retail? Understanding Generation Z’S Perspective, Živa Kolbl, Lori Šušulić

Economic and Business Review

This study investigates the relevance and perception of loyalty programmes (LPs) among Generation Z (Gen Z) consumers in the high-fashion retail sector. While LPs are well-established tools for fostering customer retention, their effectiveness among Gen Z, a cohort characterized by digital fluency, a preference for authenticity, and distinct consumption values, remains underexplored. Given the high-fashion context, where exclusivity and identity are critical, this study examines the extent to which LPs resonate with this generation. Utilizing a qualitative methodology and with the help of thematic analysis, we reveal four key dimensions: drivers of high-fashion consumption, shopping preferences, customer loyalty patterns, and …

A Capstone Review: Strategic Solutions For A Small Macrame Business, Jenna Sarieddine

University Honors Theses

This essay presents an overview of the Business Capstone project, focusing on a macramé business currently facing a $10,000 debt due to limited marketing and financial management skills. The purpose of the project is to support the business in developing an effective elevator pitch, improving its social media presence, strengthening its financial statements, and enhancing both personal and business financial practices. The essay explores the company's strengths, weaknesses, opportunities, and threats, as well as the team's collaborative approach to addressing these challenges. It outlines the goals established for the company, the strategies selected based on our academic backgrounds and business …

The Token-Effort Effect: Trivial Redemption Effort Increases Price Promotions Effectiveness, Kuangjie Zhang, Thomas Allard, Nidhi Agrawal, Rajesh Bagchi

Research Collection Lee Kong Chian School Of Business

This research documents how introducing redemption tasks requiring a token (i.e., trivial) amount of effort—for instance, by asking the consumer to enter a promo code or solve a CAPTCHA to receive a discount—increases price promotion effectiveness compared with equivalent straight discounts (i.e., applied automatically). Eight studies (including two field experiments) and three additional Web Appendix studies provide robust evidence for the beneficial effect of token-effort requirements on redemption rates. This effect occurs because the easy-to-attain redemption task induces a high perceived return on effort. Thus, this effect only occurs when the redemption task requires token-type effort but not when it …

Trusted Advisor: Reality Or Fading Myth?, Stephen C. Carlson, Susanna Warnock, Gerald Sullivan, Margaret Ryder

Atlantic Marketing Journal

The role of trusted advisor has long differentiated the role of community banking from traditional national banks in its relationship with small businesses. This study serves two purposes. First is to confirm presence of a trusted advisor relationship and secondly, understand the impact of digital banking services on the community banker – small business owner relationship. Using data collected in a survey of community bankers and small business owners in five southeastern United States, this study assesses the viability of the trusted advisor construct by applying the Integrative Model of Organizational Trust (Mayer, Davis, & Schoorman, 1995, 2007), trust-building behaviors …