Marketing Commons^™

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. …

The Efficacy Of India's Electric Vehicle Market: Can Fame Deliver Results?, Douglas N. Hales, Gawon Yun, Devendra Kale

Markets, Globalization & Development Review

This commentary discusses the merits and demerits of India's FAME I II and III policy frameworks to promote the use of electric vehicles (EVs). FAME III is under consideration, and some suggestions are offered to improve its effectiveness.

Managing Digital Transformation With Blockchain: Distributed Ledger Innovation Platforms, Nobuyuki Fukawa, Gregory J. Fisher

Business and Information Technology Faculty Research & Creative Works

Realizing its overarching potential in achieving digital transformation, leading organizations, such as Air New Zealand, have recently employed blockchain technology to manage 3D printing innovation. Despite the potential benefits, including the key role of blockchain as a supporting technology in Industry 5.0, these applications of blockchain technology in 3D printing are still at a nascent stage in practice and mostly limited to producer innovation. Additionally, 3D printing and blockchain technologies are often independently revolutionizing value capture and value creation, whereas the theoretical implications of their combined impacts on innovation management remain an underexplored domain. Limited digital transformation efforts have been …

Selling Trust: The Evolution Of Relationship Selling In The Investment Industry, Kaden N. Kroslak, Frederik Beuk

Williams Honors College, Honors Research Projects

This honors research project examines how relationship selling in the investment industry, especially within registered investment advisory firms, has evolved over time. Advisor-client relationships are being shaped by technology, analytics, regulations, and a frenzy of information. This literature review explores whether the stated factors of technology, credibility, regulations, information access, and fiduciary duty, caused change in how investment advisors create, maintain, and grow client relationships within the context of trust. The project styling, in form of a literature review analyzes peer-reviewed studies on financial technology, artificial intelligence, psychological approaches, and regulatory systems. The outcome is a paper which helps fill …

Uncovering Libraries Instagram Engagement, Kenneth Saito

Library Research Scholars Program Spring 2025

The Binghamton University Libraries utilizes its Instagram platform to engage its audience to share information regarding its resources and services. Current research suggests elements such as color grading, scenic backgrounds, and maintaining a proper online social media presence affect how Instagram users engage with content. However, additional elements such as audience type and how they engage with content may factor into the Libraries’ reach on their platform. This project seeks to identify how the Libraries Instagram platform can maximize engagement based on their audience needs and identified interaction behavior. A literature review determined that a qualitative survey is the best …

Confronting Indecision, Lane Allison Murray

ENGS 15.11: Design and Education

This course aims to increase students' understanding of indecision and how to confront it. The class provides insight into how the fear of the unknown holds people back from making decisions and about understanding one's values as a means to combat indecision. Students and teachers alike explore instances of indecision and evaluate their own impulses & thought processes by reflecting on the deeper reasons for their choices. Students will increase their comfort level of asking themselves and their peers questions about the values that guide them and, in doing so, strengthen their relationships with themselves and others.

Omnichannel Retailing: An Exploratory Study Of Limiting The Customer Journey In A Digital-First Context, Terence L. Holmes, Edward C. Brewer, Elizabeth Patterson

Atlantic Marketing Journal

A recent retail trend is the rise of “digital-first” firms, where their merchandise is sold primarily via online efforts. In this exploratory study we describe our investigation of the customer journey for a digital-first seller of cosmetics and personal care products. We collected qualitative and quantitative data from a customer survey and follow-up interviews. Results indicate that personal connections and actual product use are the two most important touchpoints customers consider in first discovering the seller and then building a relationship with the brand. We describe practical applications of the findings and suggest ideas for future research.

Teaching Social Marketing Concepts Through Prosocial Behavior Lenses, Bela Florenthal

Atlantic Marketing Journal

This study investigates the educational value of a prosocial project embedded in a college-level marketing course. Framed through a humanistic and holistic lens, the initiative integrated acts of kindness (AOKs) to engage students in real-world application of social marketing concepts. Using a mixed-methods approach, data were collected through student reflections and surveys, revealing high levels of cognitive, emotional, and behavioral engagement. Students developed empathy, compassion, and self-awareness, reinforcing the importance of integrating experiential learning into business education. The project also addressed AACSB’s emphasis on societal impact and aligned with the UN’s Sustainable Development Goals by promoting emotional well-being and civic …

Older People's Consumption Decisions On Technological Products From A Time Perspective, Xiaowei Huang

Dissertations and Theses Collection (Open Access)

The Silver Wave and the Technological Wave are leading social changes in the 21st century. Globally, aging populations have become increasingly dependent on technology. Smart health devices, smart home gadgets, and mental health tools can improve older adults' quality of life, enhance health management, and promote social interaction. Smart products, incorporating artificial intelligence (AI), offer enhanced support for older adults, ranging from remote health monitoring to social companionship. The improvement in AI technology, in turn, expands the potential of technological products to address older consumers’ physical and emotional needs. However, most existing studies don't address deeper personality traits such as …

Utilizing Large Language Models To Synthesize Product Desirability Datasets, John D. Hastings, Sherri Weitl-Harms, Joseph Doty, Zachary L. Myers, Warren Thompson

Research & Publications

This research explores the application of large language models (LLMs) to generate synthetic datasets for Product Desirability Toolkit (PDT) testing, a key component in evaluating user sentiment and product experience. Utilizing gpt-4o-mini, a cost-effective alternative to larger commercial LLMs, three methods, Word+Review, Review+Word, and Supply-Word, were each used to synthesize 1000 product reviews. The generated datasets were assessed for sentiment alignment, textual diversity, and data generation cost. Results demonstrated high sentiment alignment across all methods, with Pearson correlations ranging from 0.93 to 0.97. Supply-Word exhibited the highest diversity and coverage of PDT terms, although with increased generation costs. Despite minor …

Potential Impact Of Artificial Intelligence On Small And Medium Enterprises Innovation In The Eu: A Perspective From Poland, Malgorzata Wilczynska, Alina Walenia, Artur Dabek, Daniel Salabura, Halina Kot

Markets, Globalization & Development Review

The development of small and medium-sized enterprises is a complex process that requires the use of all approaches to achieve success. In this regard, finding opportunities to use artificial intelligence in such companies is of great importance. The study aims to assess how this technology affects the innovation and financial performance of small and medium-sized enterprises. To draw the main conclusions, the implementation of artificial intelligence at Polish enterprises, including in the context of their financial performance, namely the level of return on assets and the level of debt, was analysed. The study showed that the introduction of artificial intelligence …

Using Llms To Establish Implicit User Sentiment Of Software Desirability, Sherri Weitl-Harms, John D. Hastings, Jonah Lum

Research & Publications

This study explores the use of LLMs for providing quantitative zero-shot sentiment analysis of implicit software desirability, addressing a critical challenge in product evaluation where traditional review scores, though convenient, fail to capture the richness of qualitative user feedback. Innovations include establishing a method that 1) works with qualitative user experience data without the need for explicit review scores, 2) focuses on implicit user satisfaction, and 3) provides scaled numerical sentiment analysis, offering a more nuanced understanding of user sentiment, instead of simply classifying sentiment as positive, neutral, or negative.

Data is collected using the Microsoft Product Desirability Toolkit (PDT), …

Refereed Research - Religiosity And Sociality As Sources Of Resilience For Women Subsistence Entrepreneurs During The Pandemic, Rozina Akther

Subsistence Marketplaces

This study examines challenges faced by subsistence women entrepreneurs during COVID-19, the crisis of 2020, and their resilience in addressing the circumstances. The results of qualitative interviews with 13 subsistence marketplace women entrepreneurs in Bangladesh are presented in this article. In the current study, two themes are found to best capture the experiences and resilience of women business owners in the subsistence marketplaces. Furthermore, the study provides important insights from informant interviews, showing how women business owners navigate their operations during a pandemic. It highlights attributes such as relational strength and faith in a higher power that contribute to their …

Exploring Gen Z’S Identity Formation And Its Influence On Consumption Of Pop Culture And Entertainment Merchandise, Melisa Annette Spilinek

Dissertations and Doctoral Documents, University of Nebraska-Lincoln, 2023–

Fandoms have grown in size and influence, becoming a complex and dynamic cultural phenomenon that richly impacts the consumption of media and consumer behavior. The capitalistic United States with its diverse and media-savvy population, is a prime destination to study fan studies, particularly among young adults who are a crucial component of fandom influence.

The internet has grown to be a major component of the fan experience, an integral part of fandom culture. Online communities provide avenues for Generation Z to connect with others who share similar struggles, challenges, and interests, highlighting the importance of digital platofrms on the evolution …

Optimalisasi Penggunaan Energi Matahari Dalam Produk Photovoltaic Pada Era Ekonomi Sirkular, Amanda Syifa Adistri, Feriska Ajeng Anantri

Jurnal Vokasi Indonesia

Perubahan iklim menjadi salah satu masalah yang menjadi perhatian khusus bagi beberapa negara, termasuk Indonesia. Penggunaan energi secara terus menerus akan berdampak negatif, yaitu krisis energi dan pencemaran lingkungan berupa emisi karbon. Salah satu solusi yang dapat diimplementasikan untuk mengurangi emisi karbon yaitu dengan menggunakan energi alternatif. Salah satu penggunaan energi alternatif yaitu energi matahari. Energi matahari dapat dimanfaatkan sebagai energi listrik ramah lingkungan. Hal ini dikarenakan tidak adanya dampak negatif dalam penggunaannya serta mendukung adanya ketahanan energi baik di masa sekarang maupun di masa mendatang. Artikel ini bertujuan untuk memberikan pemahaman yang lebih mendalam tentang bagaimana cara mengurangi emisi …

Autonomous Stores: How Levels Of In-Store Automation Affect Store Patronage, Sabine Benoit, Birgit Altrichter, Dhruv Grewal, Carl-Philip Ahlbom

Research Collection Lee Kong Chian School Of Business

Autonomous stores operate without needing on -site staff present to support and monitor customers. This study seeks to determine which autonomous stores are most likely to succeed. By adapting convenience theory and drawing on secondary and qualitative data, the authors identify unique features of autonomous stores that constitute convenience dimensions: options for check -in (access convenience), staff support (assistance convenience), check -out (transaction convenience), and to allow customers to check their itemized baskets (verification convenience). Perceptions of convenience, autonomy, and safety explain the influences of unique store features. A conjoint experiment provides a test of the direct effects of each …

Exploring Entrepreneurial Intention And Subjective Beliefs: A Comparative Analysis Of General Education Schools And Commercial Schools, Julia Riess, Bettina Fuhrmann, Gerhard Geissler

International Journal for Business Education

This study examines the entrepreneurial intentions of Austrian secondary school students, specifically comparing students from commercial schools with those from general education schools. We analyzed 2,329 data sets and found that subjective beliefs, primarily behavioral and control beliefs, significantly influence entrepreneurial intentions. In addition, demographic factors such as gender, language, acquaintance with entrepreneurs, and school type play a significant role in explaining the variance in entrepreneurial intentions.

Our detailed analysis shows that students from commercial schools have stronger entrepreneurial intentions and subjective beliefs. Particularly notable are the differences in behavioral beliefs, where students from commercial schools find all aspects of …

An Exploratory Study On The Use Of Artificial Intelligence For Tourism Marketing In The Midwest, Callyn Anderson, Marisol Banda, Katie Hale

SACAD: Scholarly Activities

Rural tourism plays a significant role in fostering economic development, preserving cultural heritage and promoting sustainable practices. It creates employment opportunities for local residents, both directly in the tourism sector and indirectly in supporting industries. Marketing tourism in rural communities requires a strategic approach that highlights the unique aspects of the area, promotes sustainable practices, and engages potential visitors. A strong understanding of marketing tools and techniques are critical in the usage of marketing ("); border-bottom: 1px solid transparent; background-size: 5px; font-size: 18pt; font-family: "Book Antiqua", "Book Antiqua_EmbeddedFont", "Book Antiqua_MSFontService", "Book Antiqua_MSFontService", Calibri, sans-serif; letter-spacing: 0px; font-kerning: normal; line-height: 6px; …

Experts-Driven Design: A Framework For Measuring Social Influence In Online Social Networks, Shyamala N. Chalakudi, Dildar Hussain Dr., Gnana Bharathy Dr, Dakshinamurthy Kolluru Dr

AMTP Proceedings 2024

In our interconnected and ever-changing social landscape, influence is pivotal in molding individuals’ decisions, perspectives, and behaviors. Measuring Social Influence (SI) in Online Social Networks (OSNs) faces significant gaps, notably needing more integration with human behaviors. Our literature review has unveiled twelve psychological theories rooted in human behavior that are fundamental for assessing SI in OSNs. We have further elucidated how human behaviors interact in shaping the influence potential of social media users through exploratory interviews with experts from consulting, industry, and academia. Our study culminated in developing a novel framework designed to encompass the intricacies that not only nurture …

Leading Horses To Water During A Pandemic: Assuring Communication Learning For "Quants", Thomas Hall

International Journal for Business Education

Students who are attracted to quantitative disciplines of study can be reluctant to devote much attention to the important task of communicating, and previous research (Hostager, 2018) has identified statistically significant differences in learning approaches by major among undergraduate business students. This paper presents results of learning assurance for writing skills (direct measures) even when the content of the course relates to the highly quantitative topics of data analytics and finance. The approach combines various pedagogical methods in an undergraduate, writing-intensive setting: traditional testing but in an iterative framework, “flipped classroom” intensive work using spreadsheet software, repeated submission of brief …

Consumers' Acceptance To Buy And Dispose Of Recycling Textile Products, Roa Alsayed

Theses and Dissertations

The textile industry is the second most polluting worldwide, following food manufacturing. It is one of the industries that is rarely scrutinized in the Middle East and North Africa (MENA) region. This work analyzes the fashion industry from the perspective of consumer attitudes towards the purchase and disposal of clothing, and their behavior with regards to old garments. The study was conducted in Saudi Arabia and Egypt, two countries that achieved similar results in the fashion industry. The methodology is divided into three phases. First, the manuscript begins with a review of topics such as sustainability, consumer behavior in the …

Ai-Assisted Stakeholder Management And Organizational Learning: Evidence From The U.S. Intelligent Service Community, Jiyoon An

AMTP Proceedings 2024

Artificial intelligence (AI) has changed business practices, including stakeholder management and organizational learning. Scant research attention has been dedicated to examining methodology to implement for workflow-aware and skillset-savvy, AI-assisted stakeholder management. This paper has conducted natural language processing (bigram) and network analysis to understand AI-assisted stakeholder management practices in the U.S. intelligent service community. Theoretical and managerial implications are discussed.

Swipe, Shop, Signal: Exploring The Dynamics Of Status-Seeking And Mobile Engagement In The Luxury Market, Aaron C. Lawry, Niland Mortimer

AMTP Proceedings 2024

This paper explores the dynamics of luxury mobile experiences and focuses on status-seeking as a key driver of engagement. By synthesizing the luxury research and mobile commerce literature, the authors argue that fashion opinion leaders and younger consumers shown to exhibit status-seeking propensities and demonstrate high involvement with fashion and smartphones, which likely increases their adoption of luxury mobile apps. Therefore, five hypotheses were drawn from Vigneron and Johnson's (1999) prestige-seeking consumer behavior framework to develop a theoretical model and empirically test these assumptions. This model enabled the researchers to conceptualize and investigate the relationships between fashion opinion leadership, age, …

To Innovate Or Integrate: A Story Of Mergers And Acquisitions In The Video Game Industry, Charlie Geis, Dustin Rabin

The Journal of Purdue Undergraduate Research

No abstract provided.

Enhancing Marketing Education Through Gamification: Learners’ Characteristics And Motivation In Gamification Strategies, Jagannath Kharel

Theses and Dissertations

The study investigates how the personality traits of marketing students influence their engagement with gamification elements and the resulting learning outcomes. Additionally, it explores how gamification, guided by Self-Determination Theory, enhances these outcomes, and motivates university marketing students. One hundred eleven respondents participated, testing eight hypotheses: seven examined the Big Five traits' influence on attitudes and engagement. At the same time, the final used the self-determination framework to analyze motivation in gamification. Respondents with openness and extraversion favored using gamified learning materials, with no gender differences observed. The study found that gamified learning elements, such as rewards, feedback, levels, challenges, …

Service Coproduction Failure: The Role Of Service Provider Type And Role Clarity In Customer Participation's Impact On Causal Attribution And Emotional Outcomes, Dana Amiri, Abdolali Mortazavi, Faegheh Taheran

Marketing Faculty Publications

The article focuses on how customer participation, service provider type (human vs. non-human), and role clarity affect blame attribution and emotional outcomes during service failures. Topics include the interaction between service provider type and customer role clarity in determining blame; the impact of customer participation on internal versus external attribution; and the emotional responses linked to these attribution patterns.

An Examination Of The Relationship Between Cheating In Online Classes And Technostress: Perceptions Of Business Faculty, Stacy Boyer-Davis, Kevin Berry, Amy Cooper

International Journal for Business Education

This research study investigated the relationship between technostress creators (techno-complexity, techno-insecurity, techno-invasion, techno-overload, and techno-uncertainty) and faculty perceptions of student cheating in online classes. Data were collected from faculty members of the Management and Organizational Behavior Teaching Society (MOBTS), a member of the AACSB Business Education Alliance, the American Society of Business and Behavioral Sciences (ASBBS), an interdisciplinary professional organization comprised of faculty teaching in accounting, finance, management, marketing, organizational behavior, and computer information systems, and other research panels during 2021 (N = 94). Findings from regression analysis indicated that the techno-complexity subconstruct is positively related to a faculty’s perception …

Leveraging In-Store Technology And Ai: Increasing Customer And Employee Efficiency And Enhancing Their Experiences, Dhruv Grewal, Sabine Benoit, Stephanie Noble, Abhijit Guha, Carl-Philip Ahlbom, Jens Nordfalt

Research Collection Lee Kong Chian School Of Business

Due to digital innovations, retailing is undergoing radical changes. Scholars have proposed frameworks to address outcomes of implementing technology e.g., an increased customer experience, efficiency gains, consumer or employee acceptance. Existing frameworks concentrate primarily on the consumer perspective, focus on specific technologies (e.g., AI) and covering the customer journey. In contrast, this paper also focuses on the employee perspective, and how technology influences the employee journey. Since the convenience offered by online retailers puts offline retailers under pressure, this research focuses on in-store technology. Based on a comprehensive review of managerial and academic literature and expert interviews, we propose a …

The Digital Engine Model: Generating Leads Through The Application Of Dcm And Inbound Marketing, Kyle A. Huggins, John D. Hansen

Journal of Applied Marketing Theory

Digital Content Marketing (DCM) has become a primary tool for marketers in driving lead generation in today’s digital marketing world. Leading brands are creating and curating content trying to build brand equity and trust, connecting content to consumer action through brand story. And while strong theoretical models of content marketing have been discussed in the marketing literature, like Hollebeek and Macky (2019), there is a dearth of understanding about the application and direct impact of organic digital content strategies on marketing directives. This paper investigates an applied model, called The Digital Engine, which provides instruction on proper inbound marketing techniques …

Facilitating Communities Of Practice: A Case Study, Jukka Ojasalo, Marius Wait, Ronan Maclaverty

The Qualitative Report

Communities of practice (CoP) have become a popular source of knowledge-sharing and learning in organizations. However, several problems occur in managing them and more knowledge about this area is needed. This article addresses this knowledge gap and aims to understand and describe how to facilitate communities of practice in a large corporation. The research draws on a qualitative case study based on interviews with people involved in CoPs in a large multinational technology company and the analysis followed the method introduced by Gioia et al. (2013). The findings relate to participants' conceptions of the nature of CoPs, how CoPs align …