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Full-Text Articles in Entire DC Network
The George-Anne Inkwell Edition, Georgia Southern University
The George-Anne Inkwell Edition, Georgia Southern University
The Inkwell
No abstract provided.
Immersive Experiences And Brand Equity: Ar And Vr As Engagement Tools For Gen Z In Art Studio Start-Ups, Helena F. Allman, Erol Pala, Hilmi A. Atadil, Felicia N. Morgan, Alison J. Green, Qiulin Lu
Immersive Experiences And Brand Equity: Ar And Vr As Engagement Tools For Gen Z In Art Studio Start-Ups, Helena F. Allman, Erol Pala, Hilmi A. Atadil, Felicia N. Morgan, Alison J. Green, Qiulin Lu
AMTP Proceedings 2026
The paper examines the distinct roles of virtual reality (VR), augmented reality (AR), and personal storytelling in influencing consumer-based brand equity. The work explores how VR-based art experiences enhance sensory and emotional engagement and how AR-based experiences increase interactivity and creative participation of Gen Z art studio patrons. The inclusion of the business owner’s personal story narrative is expected to strengthen perceived brand authenticity and emotional connection. From a theoretical perspective, this work will extend experiential marketing theory by showing how immersive technologies and authentic narratives shape consumer experiences, particularly for Generation Z consumers. From a managerial standpoint, the study …
A Parsimonious Model Of Social Crm And Reciprocal Social Media Behaviors Among Colombian Consumers, Ainsworth Anthony Bailey Phd, Carolyn M. Bonifield Phd, Juliana Villegas Phd, Alejandro Arias Phd
A Parsimonious Model Of Social Crm And Reciprocal Social Media Behaviors Among Colombian Consumers, Ainsworth Anthony Bailey Phd, Carolyn M. Bonifield Phd, Juliana Villegas Phd, Alejandro Arias Phd
AMTP Proceedings 2026
The current study explored Colombian consumers interactions and engagement with marketers on social media and the outcome of those interactions and engagement. In particular, the study explored the impact of marketers' support for social media interactions on perceived social customer relationship marketing (SCRM) commitment and consumer satisfaction, as well as their impact on eWOM and consumer social media engagement. The study's model had social exchange theory, commitment-trust theory of relationship marketing, and the S-O-R framework as theoretical underpinnings. Data to test the model's nine (9) hypotheses were collected by survey from among Colombian consumers. Analysis showed support for eight of …
The Acquisition, Consumption, And Disposal Of Clothing: A Qualitative Analysis, Omar H. Alqudsi, Trang Phuc Tran
The Acquisition, Consumption, And Disposal Of Clothing: A Qualitative Analysis, Omar H. Alqudsi, Trang Phuc Tran
AMTP Proceedings 2026
Using 22 semi-structured interviews on apparel acquisition, use, and disposal, we find that practical value dominates choice while identity cues matter at the margin. Price and comfort consistently outrank brand and trend. Disposal is purposeful: donation is favored when garments retain utility, with resale and recycling rising alongside sustainability awareness. Consumers often justify purchases as extensions of self yet report lower satisfaction when items lack durability or clear ethical provenance. These patterns align with utilitarian value frameworks and signal clear levers for marketers: durable basics, transparent sourcing, and simple channels for responsible end of life. Overall, everyday clothing decisions follow …
Fashion, Function, And Identity: Generation Z College Students’ Athletic Merchandise Preferences, Michelle L. Childs, Robin Hardin
Fashion, Function, And Identity: Generation Z College Students’ Athletic Merchandise Preferences, Michelle L. Childs, Robin Hardin
AMTP Proceedings 2026
Generation Z consumers use apparel to communicate both group affiliation and individuality, yet limited research has examined whether preferences for university athletic merchandise differ by gender. This study investigates how Generation Z college students evaluate official branding, fashion, and uniqueness in athletic apparel. Survey data were collected from 777 students at a large NCAA Division I university. Exploratory factor analysis identified three reliable dimensions: official merchandise style, fashion, and uniqueness. ANOVA results indicated no significant gender differences in preferences for official merchandise or uniqueness. However, male students reported significantly stronger interest in fashionable and trend-forward merchandise than female students, challenging …
What Graduates See And What Employers Pay; Reconciling Salary Reporting And Total Compensation In Sales And Marketing, John Ertel, George Talbert Jr.
What Graduates See And What Employers Pay; Reconciling Salary Reporting And Total Compensation In Sales And Marketing, John Ertel, George Talbert Jr.
AMTP Proceedings 2026
College students frequently rely on university career centers for salary information when evaluating early-career opportunities. In sales, however, reported compensation figures often reflect base pay only and exclude performance-based earnings such as commissions and bonuses. This study uses a single-university case study to examine whether university-reported salary data for sales roles accurately represents total compensation. Institutional career center reports and national salary projections were compared with insights from employers, sales professionals, and recent graduates. Findings indicate that performance-based compensation constitutes a substantial portion of total earnings in sales roles but is frequently omitted from reported figures, leading to systematic understatement …
Customer-Centricity In The Financial Services Sector: A Preliminary Look, Rhea Ingram, Katie H. Whetstone
Customer-Centricity In The Financial Services Sector: A Preliminary Look, Rhea Ingram, Katie H. Whetstone
AMTP Proceedings 2026
Financial institutions are under scrutiny as they work to rebuild consumer trust following the financial crisis. One effective approach for these organizations is to adopt a customer-centric strategy. Research indicates that businesses with a strong focus on customer-centricity tend to earn, on average, 60% higher profits than their competitors (Deloitte, 2017). While genuinely customer-centric companies are relatively rare, many organizations are in the process of transforming into a customer-centric model. This paper offers a preliminary examination of the rhetoric used by financial institutions, suggesting some progress in their customer-centric approach.
Dark Sides Of Financial Inclusion: Examining The Buy Now, Pay Later Industry, Neleen S. Leslie-Piper, Ficawoyi Donou-Adonsou, Tina Facca-Miess
Dark Sides Of Financial Inclusion: Examining The Buy Now, Pay Later Industry, Neleen S. Leslie-Piper, Ficawoyi Donou-Adonsou, Tina Facca-Miess
AMTP Proceedings 2026
Drawing on mental accounting and dual-process frameworks, this study investigates the relationship between Buy Now Pay Later (BNPL) usage, consumer financial well-being and life satisfaction. Using survey data from a national sample of over 5,000 American consumers, we employ structural equation modeling to analyze the associations between BNPL usage and social media buy-now-button usage, splurge purchasing, luxury brand purchasing, debt accumulation, financial security, and consumer life satisfaction.
Our results indicate that frequent BNPL usage is a significant predictor of increased social media-driven purchases and luxury consumption, as well as higher levels of revolving credit card debt. These behaviors are associated …
Understanding The Life Satisfaction Gap In Political Consumerism: Buycotting Vs. Boycotting, Neleen S. Leslie-Piper, La Toya M. Russell
Understanding The Life Satisfaction Gap In Political Consumerism: Buycotting Vs. Boycotting, Neleen S. Leslie-Piper, La Toya M. Russell
AMTP Proceedings 2026
Drawing on approach–avoidance motivation, regulatory focus, warm-glow reward, and self-determination theory, this study examines whether political consumerism, specifically boycotting and buycotting, is associated with life satisfaction in environmental and social issue contexts. Using survey data from Prosper Insights, we compare life satisfaction across buycotters, boycotters, and indifferent consumers and examine how Big Five personality traits and demographics moderate these relationships. We predict higher life satisfaction among buycotters than boycotters, and anticipate a moderating effect of personality traits. Our findings advance marketing theory and practice by linking political consumerism to consumer well-being.
Transformational Leadership’S Impact On Employee Perceptions Of Interactional Justice In Crucial Workplace Conversations, Dana M. Mobley, Irina Toteva
Transformational Leadership’S Impact On Employee Perceptions Of Interactional Justice In Crucial Workplace Conversations, Dana M. Mobley, Irina Toteva
AMTP Proceedings 2026
This study examined a transformational leadership style’s effect on interactional justice in crucial conversations between managers and employees, using perceived leader communication quality as a mediator and followership style as a moderator. Data was collected from an internet survey taken by 251 participants across the United States, and quantitative analysis was performed. Results indicated that perceived leader communication quality mediates the relationship between transformational leadership and interactional justice during crucial conversations. While followership style was not found to moderate this relationship, it was found to be negatively significant with interactional justice, indicating that more exemplary followers perceive slightly less interactional …
The Dark Side Of Authenticity: Examining The Ethicality Of Influencer-Led Message Framing In Glp-1 Marketing, Antoinette Okono
The Dark Side Of Authenticity: Examining The Ethicality Of Influencer-Led Message Framing In Glp-1 Marketing, Antoinette Okono
AMTP Proceedings 2026
This conceptual paper examines ethical risk in influencer-led message framing within the expanding GLP-1 pharmaceutical marketplace. Although regulatory systems require risk disclosure, influencer communication frequently emphasizes convenience, access, and visible outcomes, potentially shaping interpretations of safety and appropriateness. Drawing on stakeholder theory and marketing ethics, the framework explains how influencer–brand partnership characteristics influence perceived health credibility, which in turn may contribute to consumer harm. Two boundary conditions are specified: consumer health vulnerability and platform governance. Higher vulnerability strengthens the credibility–harm relationship, whereas stronger governance mechanisms, including moderation and accountability systems, attenuate it. The model clarifies how authenticity and experiential narration …
Reimagining Brand Resonance: A Symbolic Interactionist Framework For Influencer-Brand Relationships And Within-Category Switching, Antoinette Okono
Reimagining Brand Resonance: A Symbolic Interactionist Framework For Influencer-Brand Relationships And Within-Category Switching, Antoinette Okono
AMTP Proceedings 2026
This conceptual paper reinterprets brand resonance as a mechanism for competitive acquisition rather than retention. While traditional frameworks position resonance as the outcome of loyalty and attachment, contemporary markets require strategies that convert consumers embedded in rival ecosystems. Drawing on symbolic interactionism, the model positions influencers as meaning intermediaries who reshape interpretations of identity, relevance, and social permission. Influencer–brand partnership strength initiates a sequential pathway in which effort expectancy and performance expectancy reduce perceived barriers, while a novel construct—switching legitimization—authorizes movement away from incumbent brands. Through repeated mediated encounters, attachment to the target brand develops prior to behavioral change. The …
Defining Cultural Credibility: Perceptions Of Authenticity, Representation, And Appropriation In Brand Campaigns, Santiago Reyes, Alessandra Noli, Ashley Johns, Hannah Trandle, Leticia Falcao
Defining Cultural Credibility: Perceptions Of Authenticity, Representation, And Appropriation In Brand Campaigns, Santiago Reyes, Alessandra Noli, Ashley Johns, Hannah Trandle, Leticia Falcao
AMTP Proceedings 2026
As brands navigate increasingly diverse consumer markets, cultural authenticity has become essential for building trust and relevance. Yet marketing scholarship lacks a clear framework for understanding cultural credibility as distinct from traditional notions of source or brand credibility. This study addresses that gap by examining how consumers conceptualize and evaluate cultural credibility in brand campaigns and collaborations. Drawing on theories of authenticity, cultural identity, and persuasion, the research positions cultural credibility as a socially constructed judgment shaped by perceived authenticity, shared values, and relational alignment. Using semi‑structured interviews and focus groups with multicultural consumers, the study employs thematic analysis to …
When Ai Joins Your Teaching Team: Reinventing Sales Education With Ai, Cindy B. Rippé, Caroline K. Munoz
When Ai Joins Your Teaching Team: Reinventing Sales Education With Ai, Cindy B. Rippé, Caroline K. Munoz
AMTP Proceedings 2026
A key component of sales education is role-play practice, but grading role-plays is time-consuming and a beneficial but unscalable activity. Additionally, students struggle to act as a buyer in role-play practice because they have no business experience. The inability to act as a realistic buyer can impede sales call practice. This research empirically examines how the use of AI role-plays using Yoodi in a professional selling class impacts students and instructors. This research empirically examines how the use of AI role-plays in a professional selling class impacts students and instructors. Findings through a qualitative analysis of student feedback reveal that …
Human Or Bot? How Tripartite Privacy Concerns Shape Ai Service Adoption, La Toya M. Russell, Neleen Leslie-Piper
Human Or Bot? How Tripartite Privacy Concerns Shape Ai Service Adoption, La Toya M. Russell, Neleen Leslie-Piper
AMTP Proceedings 2026
This study investigates how tripartite privacy concerns: online, offline, and AI-specific, shape consumer preferences for AI chatbots versus human representatives across five service sectors. Utilizing a large-scale U.S. sample, the research extends privacy calculus theory by conceptualizing privacy concern as a single trait.
Findings reveal that participants who prefer human interaction consistently report higher mean privacy concern scores than those who prefer AI. However, this “human preference” weakens as the sector's inherent risk increases. While significant differences exist in retail and travel, they disappear in high-stakes contexts like healthcare. The results suggest that while AI privacy concerns are unique, they …
From Personas To Experience Appetites: Extending Identity-Based Profiles To Improve Behavioral Prediction In Tourism, John Story
AMTP Proceedings 2026
Personas are widely used in tourism marketing, representing consumer segments through stable demographic, psychographic, and lifestyle profiles. While effective for communication and creative strategy, personas are limited in predicting specific behaviors. This research introduces experience appetites—derived from Fennell’s (1978) Perceived Product-Use Situation framework—as a complementary, behaviorally grounded extension. Whereas personas describe who the consumer is, experience appetites capture the motivational state activated within a particular decision context. Using data from repeat visitors to multiple destinations, we demonstrate substantial within-person variation in motives across trips, even to the same location. While persona categories alone failed to predict these shifts; appetite …
Integrating Leadership Development Into Sales Management Education: A Teaching Case Using Goleman’S Leadership Framework To Teach Coaching And Adaptive Leadership, George Talbert, Malcolm Talbert, Earl Honeycutt
Integrating Leadership Development Into Sales Management Education: A Teaching Case Using Goleman’S Leadership Framework To Teach Coaching And Adaptive Leadership, George Talbert, Malcolm Talbert, Earl Honeycutt
AMTP Proceedings 2026
Sales management courses often emphasize operational responsibilities such as forecasting, territory design, hiring, compensation, and performance evaluation. While essential, these topics alone do not prepare students for the behavioral and emotional demands of leading people in dynamic selling environments. Employers increasingly expect early-career managers to motivate, develop, and retain talent under ambiguity. This teaching case presents a senior-level undergraduate sales management capstone that embeds leadership development into the core of the course using Daniel Goleman’s emotional intelligence-based leadership styles as the primary framework. The course positions coaching as a central, teachable competency and treats leadership as a set of context-dependent …
What Drives Solar Energy Adoption? An Exploratory Study, Can Trinh
What Drives Solar Energy Adoption? An Exploratory Study, Can Trinh
AMTP Proceedings 2026
Environmental pollution and its detrimental impact on people around the world have received significant attention in the past decades. As concerns for the environment grow, there have been increasing calls to adopt more environmentally-friendly practices in all aspects of life, including the adoption of green energy (Siddiqua et al., 2022). Green energy has become a hot topic in political debates (Schipani, 2023) because it can shape the future of global trade (Joselow, 2023) and the utility industry landscape (Waldholz, 2023). Recent polls showed that up to 80% of Americans were in favor of green energy in place of non-renewable energy …
Institution-Based Trust And Covid-19 Compliance Across Countries, Liz Wang
Institution-Based Trust And Covid-19 Compliance Across Countries, Liz Wang
AMTP Proceedings 2026
Trust is central to public health compliance, yet most social marketing models still focus on individual-level drivers such as attitudes and norms. This study examines institution-based trust (IBT) as a moderator of citizens’ intentions to comply with COVID-19 prevention guidelines within a TRA model, using online survey data from US, UK, Australia, and Taiwan collected during the pandemic. Results show that IBT moderates both the attitude–intention (ATT–BI) and subjective norm–intention (SN–BI) relationships and suggest that high- and low-IBT contexts activate different mechanisms—legitimacy-based versus self-protective routes—to compliance. The paper outlines research and managerial implications for social marketing theory and practice.Institution-Based …
Selling The Self: Personal Branding And Impression Management On Linkedin, Matthew A. Gilbert
Selling The Self: Personal Branding And Impression Management On Linkedin, Matthew A. Gilbert
AMTP Proceedings 2026
Drawing on Erving Goffman's self-presentation theory, this study examines how professionals construct personal brands on LinkedIn through strategic identity performance. Using qualitative content analysis, the research analyzes 250 publicly available posts from 50 professionals across five occupational categories. The analysis employs deductive coding guided by Goffman's concepts of front-stage performance and impression management, examining visual elements, linguistic strategies, content themes, and engagement tactics. Data is analyzed using NVivo software. This study contributes to marketing theory by conceptualizing personal branding as both a communication practice and economic behavior, illuminating how professionals balance authenticity, visibility, and strategic positioning on career-focused platforms where …
A Culture Divided: How Irish Americans Responded To Ireland’S Wartime Neutrality, Robert J. Barron
A Culture Divided: How Irish Americans Responded To Ireland’S Wartime Neutrality, Robert J. Barron
Honors College Theses
In the Second World War, the nation of Ireland declared its neutrality and maintained this status through the course of the long conflict. Meanwhile, Germany, Great Britain, and eventually the United States all competed to gain Ireland’s support in the war. However, one overlooked group continued to keep tabs on the affairs within their homeland: Irish Americans. How does one respond to a nation you have a connection with staying neutral in such a deadly conflict? The answer, for Irish Americans, was that it depended on the year. Before the United States entered the war, Irish Americans firmly defended the …
Precision Or Invasion? Mapping The Personalization Paradox, Shyamala N. Chalakudi, Gnana Bharathy
Precision Or Invasion? Mapping The Personalization Paradox, Shyamala N. Chalakudi, Gnana Bharathy
Journal of Applied Marketing Theory
AI-driven personalization has transformed consumer engagement, yet existing research offers no systematic way to determine when personalization shifts from helpful to intrusive. Current research and models explain privacy concerns or expectancy violations but do not measure the point at which personalization triggers user discomfort, creating the personalization paradox. This study introduces the Discomfort Threshold Assessment & Measurement (DTAM) framework, a conceptual model that identifies and evaluates this threshold by integrating Dual Process Theory, Expectation Violation Theory, and Privacy Calculus Theory. DTAM distinguishes between affective discomfort reactance and cognitive discomfort reactance and outlines how these constructs could, in future empirical studies, …
The George-Anne Inkwell Edition, Georgia Southern University
The George-Anne Inkwell Edition, Georgia Southern University
The Inkwell
No abstract provided.
Conceptualizing Cancel Culture In Marketing: Moral Policing In A Hyperconnected World, T. Andrew Poehlman, Sairah Abraham
Conceptualizing Cancel Culture In Marketing: Moral Policing In A Hyperconnected World, T. Andrew Poehlman, Sairah Abraham
AMTP Proceedings 2026
The dynamics of marketing in society have shifted. Brands no longer sit at a distance broadcasting messages; they now occupy the same social networks as people, speaking in a human voice and inviting quasi-personal relationships. In this environment, we argue that corporate cancel culture is best understood as moral policing of brands that have chosen to act like human nodes in social networks. Drawing on hierarchy research, we frame cancellations as “leveling” responses when high-status brands behave in ways that feel domineering, hypocritical, or extractive rather than prestige-based and service-oriented. Using Moral Foundations Theory, we show how diverse cancellations can …
Assessing The Impact Of Alumni Relations: Using The Theory Of Planned Behavior To Understand Fsu Students Motivation To Engage, Eldaneka Rolle, Richard Waters Phd, Ciara A. Lewis
Assessing The Impact Of Alumni Relations: Using The Theory Of Planned Behavior To Understand Fsu Students Motivation To Engage, Eldaneka Rolle, Richard Waters Phd, Ciara A. Lewis
AMTP Proceedings 2026
This study aimed to understand Florida State University graduate and upper-division undergraduate students in the College of Communication and Information, attitudes and perception of connection through the specific behavior, engagement with alumni relations. If individuals perceive a connection, is there perceived behavioral control (PBC), does PBC influence their intent to remain connected through one of the four key components, experience, communication, volunteer and philanthropy. Five focus group discussions were conducted using semi-structured interviews. Through thematic analysis, eight common themes were developed, Major, Minor or Certification Interest, Program Experience, Faculty, Advisors and Staff, Event Participation, Communication Preference, Volunteer Opportunities, Small Contributions …
Consumer Protest In A Hyperconnected World, Cara Lewis Levin, T. Andrew Poehlman, Angeline Scheinbaum
Consumer Protest In A Hyperconnected World, Cara Lewis Levin, T. Andrew Poehlman, Angeline Scheinbaum
AMTP Proceedings 2026
Consumer protest in various forms—boycotts, negative word-of-mouth, brand sabotage—has largely been theorized within an “old” broadcast model of marketing, where firms spoke one-to-many and controlled most brand-related discourse. In contrast, today’s “hyperconnected” model embeds brands in dense human–technology networks, where social media, microtargeting, and always-on feeds shape how brands enter people’s lives and how protest unfolds. This paper argues that the informational substrate shift from broadcast to hyperconnectivity requires a fundamental rethinking of consumer protest. We first contrast the broadcast and hyperconnected models, then outline hyperconnectivity’s implications at the firm, consumer, and societal levels. We then revisit canonical constructs (e.g., …
A Case Study On Building Core Curriculum With Purpose And Perspective, Christopher A. Wilkey, Austin Hostetter
A Case Study On Building Core Curriculum With Purpose And Perspective, Christopher A. Wilkey, Austin Hostetter
AMTP Proceedings 2026
Business schools face pressure to deliver career-ready, ethically grounded graduates. This interpretive case study examines a Midwestern university's two-year redesign of its business core curriculum. Using interviews with nine task-force members and three external stakeholders, reflexive memos, and review of meeting notes, draft proposals, curriculum maps, and stakeholder communications, we trace how collaboration and strategic planning shaped key choices. Findings highlight three design moves: making professional selling a required competency, introducing a sustainability-focused "Beneficence in Business" course aligned with institutional mission, and creating a problem-solving course that emphasizes critical thinking and growth mindset. External signals (enrollment shifts, employer feedback, and …
Perceived Authority Of Ai-Generated Videos And Consumer Vulnerability, Kungpo Paul Tao
Perceived Authority Of Ai-Generated Videos And Consumer Vulnerability, Kungpo Paul Tao
AMTP Proceedings 2026
The rapid integration of artificial intelligence (AI) into social media has transformed how consumers watch, interpret, and engage with video content. While AI-driven personalization enhances engagement, the growing realism of AI-generated videos blurs the boundary between authentic and fabricated content, increasing consumer vulnerability. This study examines how creativity influences consumer attention, interpretation, and interaction with AI-generated videos, and how it moderates the relationship between perceived authority and consumer engagement. Using secondary data collected from YouTube, the study analyzes publicly available AI-generated videos and user responses, including engagement metrics and comment-based sentiment indicators. The findings reveal that most consumers struggle to …
Marketing Mindsets Abroad: A Longitudinal Qualitative Study Of Reflective Learning, Brand Meaning-Making, And Career Readiness In An Oxford-Based Study Abroad Program, Kari Wood, Kelly La Venture
Marketing Mindsets Abroad: A Longitudinal Qualitative Study Of Reflective Learning, Brand Meaning-Making, And Career Readiness In An Oxford-Based Study Abroad Program, Kari Wood, Kelly La Venture
AMTP Proceedings 2026
Marketing education faces a persistent transfer challenge; students may master concepts yet struggle to apply them in judgment, ethics, and persuasive communication in ambiguous contexts. This study reports early findings from a longitudinal qualitative case study of EuroSpring, an Oxford-based study abroad program that integrates cultural heritage learning with progressively stronger marketing experiences. Data include weekly reflections and course artifacts from two cohorts: 2024 (n = 15; heritage emphasis) and 2025 (n = 13; marketing-integrated commerce experiences including Harrods, Cadbury World, Borough Market, and an Indian Motorcycle heritage brand experience at Krazy Horse). Using reflexive thematic analysis, students framed place …
Internship Best Practices: A Comparative Analysis Of A Small Private University (Tiffin University) And A Large Public University (Kennesaw State University), Kellie Mcgilvray, Randy Stuart
Internship Best Practices: A Comparative Analysis Of A Small Private University (Tiffin University) And A Large Public University (Kennesaw State University), Kellie Mcgilvray, Randy Stuart
AMTP Proceedings 2026
The balance of scholarship and professional practice is a hallmark of career preparation in higher education. While classroom instruction is essential for building foundational knowledge, experiential learning through internships allows students to apply theory in authentic professional contexts.
Are the requirements and administration of internship experiences the same at a small private university (Tiffin University-TU) (student population 3,726/687 business majors) as at a large public university (Kennesaw State University-KSU) (student population 50,000/10,000 business majors) and what best practices can be learned from both organizations? This paper will compare and contrast the practices at both schools and recommend best practices to …