Business Commons^™

From Transactions To Transformation: Rethinking Business Management Education Through Service-Learning, Genejane M. Adarlo, Sabrina Kate Paner-Montiel, Ma Lourdes Oliveros, Eduardo Victor Valdez, Mark Anthony D. Abenir

Health Sciences Faculty Publications

This study examined the effectiveness of service-learning as a pedagogical approach in a course offered to business management students. Employing a quasi-experimental design, the research compared student outcomes between an experimental group that incorporated service-learning and a control group that underwent traditional teaching methods. These student outcomes included knowledge application, personal and professional skills, civic orientation and engagement, and self-awareness. The results revealed that students participating in service-learning significantly gained self-reflection skills, self-efficacy, and a sense of social responsibility compared to their peers undergoing traditional teaching approaches. However, no statistically significant differences were observed in the other areas. These results …

A Survey-Based Quantitative Analysis Of Stress Factors And Their Impacts Among Cybersecurity Professionals, Sunil Arora, John D. Hastings

Research & Publications

This study investigates the prevalence and underlying causes of work-related stress and burnout among cybersecurity professionals using a quantitative survey approach guided by the Job Demands-Resources model. Analysis of responses from 50 cybersecurity practitioners reveals an alarming reality: 44% report experiencing severe work-related stress and burnout, while an additional 28% are uncertain about their condition. The demanding nature of cybersecurity roles, unrealistic expectations, and unsupportive organizational cultures emerge as primary factors fueling this crisis. Notably, 66% of respondents perceive cybersecurity jobs as more stressful than other IT positions, with 84% facing additional challenges due to the pandemic and recent high-profile …

Can Whistleblowing Improve Organizational Effectiveness? Evidence From Financial Reporting Misconduct, Hong Kim Duong, Sadok El Ghoul, Omrane Guedhami, Emmanuel Sequeira, Zuobao Wei

Accounting Faculty Publications

Background

While whistleblowing (WB) has attracted growing research interest in recent years, several critical WB-related issues remain underexplored.

Purpose

This study examines the impact of external WB allegations on a firm’s organizational capital (OC). Such allegations often indicate management’s failure to address employee concerns internally, spotlighting potential deficiencies in internal reporting systems, employee communication, training, and trust in organizational fairness. To mitigate reputational damage, restore employee trust, and prevent future incidents, we posit that WB firms respond by increasing OC investment.

Research design

We employ a difference-in-differences approach, comparing OC changes in WB-targeted firms with those in a propensity score-matched …

Library Renovation Phase 2, Judy Schmitt

Library Faculty Works

No abstract provided.

"Reasonable [Cybersecurity] Measures" For Digital Trade Secrets: Lessons From Marketing, Raj Sachdev

Law Faculty Scholarship

The loss of digital trade secrets in marketing and beyond, often the source of competitive advantage, can have disastrous impacts on brands and companies. Bad actors want to get their digital hands on digital trade secrets, and other actors and factors may also cause a risk to their secrecy. The Defend Trade Secrets Act (DTSA) makes clear that “reasonable measures” must be taken to maintain the secrecy of a trade secret. Likewise, the Uniform Trade Secrets Act (UTSA) requires “reasonable steps.” However, in a digital age, the definition of what is “reasonable” is even more unclear than in offline settings. …

Examining Antecedents Of Diversity Initiative Fatigue: A Moderatedmediation Model, Anne Simpson

Masters Theses & Specialist Projects

This thesis investigates the relationships between bias awareness, motivation to respond without prejudice, racialized attitudes, and diversity initiative fatigue (DIF) among employees within an academic setting, specifically focusing on faculty and staff at Western Kentucky University. Data were collected through a survey-based approach to measure these constructs and assess their relationships. This study hypothesized that bias awareness negatively correlates with DIF and motivation to respond without prejudice mediating this relationship. Furthermore, the research examines how racialized attitudes moderate the relationship between bias awareness and motivation to respond without prejudice. By examining these relationships using a moderated mediation model, the study …

Expanding On The Relationship Between Incivility And Resource Depletion: Examining Race And Personal Tolerance For Mistreatment As Moderators, Aishwarya Kurmar

Masters Theses & Specialist Projects

Workplace incivility is ubiquitous, regularly impacting working adults. Through the framework of Conservation of Resources (COR) theory, I examined the relationship between workplace incivility and resource depletion using daily diary methodology. Workplace incivility negatively impacts employee outcomes at the organizational and individual level. As such, it was hypothesized that workplace incivility would have a positive correlation with increased resource depletion, measured as psychological fatigue. Under selective incivility theory, disenfranchised groups face increased instances of incivility. Following this theory, non-whites were hypothesized to experience a greater association between workplace incivility and resource depletion. Additionally, an individual’s personal tolerance of mistreatment for …

Social Comparison And Pressure: Examining The Roles Of Sex And Rank, Ashley East

Masters Theses & Specialist Projects

Faculty in academia face intense competition and growing expectations, often shaped by perceptions of others’ performance. During the COVID-19 pandemic, these dynamics were magnified, making social comparison a critical factor in understanding academic workplace pressures. The purpose of this study is to examine the changing work pressures and social comparison tendencies among academics during the COVID-19 pandemic. It is hypothesized that social comparison tendencies will be positively related to time pressure (H1a) and telepressure (H1b), with moderation by sex (H2a and H2b) and organizational rank (H3a and H3b). Using a panel survey of 197 tenure-track and tenured faculty members in …

Techbio Industries: Healthcare Manufacturer Takes A Strategic Leap During The Covid-19 Pandemic, Vafa Saboorideilami, Chang Seob Yeo, Sarah Lee, Yung-Jae Lee

Barowsky School of Business | Case Studies

Charles "Chuck" Benson, CEO of TechBio Industries, recollected an early Monday morning in March 2019 when he boarded a flight from San Francisco to Philadelphia to meet with the CEO of MedX Supply Chain. During the meeting, MedX requested TechBio to cut prices by 15%, threatening to source their products from a Chinese manufacturer. MedX reasoned that 60% of the market did not care about the quality of disposable lab products. Consequently, TechBio lost most of MedX's contracts, causing their sales to drop from $40 million to $30 million in about a year.

Utilizing Financial Modeling To Make Informed Equity Decisions Situated In The Scholarly And Public Sphere, Max Kimmel

Honors Senior Capstones and Theses

As of 2025, there is an estimated total of “US$145.4 trillion” (Olatunji-Albert and Meres) under management by institutional investors according to PricewaterhouseCoopers. This capital is primarily composed of high-net-worth individuals (individuals with liquid assets of at least $1 million (Hayes) in addition to universities' endowments and pensions. With the main intention of investing to be to preserve wealth, many retail investors believe that they are capable of outperforming the market, eliminating the need for industry professionals such as asset managers. After thorough examination and implementation of financial management concepts such as Stovall Sector Rotation and Markowitz Modern Portfolio Theory, it …

Ua19/16/5/16 Athletic Media Relations - Volleyball Film/Ideo/Audio File, Wku Archives

WKU Archives Collection Inventories

Video of WKU volleyball games.

Ua19/16/1/1 2025 Hilltopper Baseball Media Guide, Wku Athletic Media Relations

WKU Administration Documents

2025 baseball media guide produced by WKU Athletic Media Relations, includes athletic records and statistics, photographs, schedule and information regarding opponents.

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 …

Successfully Navigating The Disruption Ai Will Bring To Survey Research, David M. Rothschild, Trent D. Buskirk, Stephanie Eckman, D. Sunshine Hillygus, Frauke Kreuter, David Lazer

Information Technology & Decision Sciences Faculty Publications

Surveys are a core methodological tool in government, industry, and academia, providing essential data for theory development and evidence-based decision-making. As artificial intelligence continues its rapid advancement, it stands to fundamentally transform the entire survey lifecycle - from design and administration to analytics and reporting. Previous transitions to new technologies, such as telephone, internet, and non-probability surveys, led to divisions within the survey research community with real consequences for both the trajectory of research and trust in the industry. We believe the survey community should take proactive steps now to avoid similar challenges with AI integration. Specifically, our paper examines …

Research Report: Confidence In Institutions, Heather Akin, Cheryl A. Burkhart-Kriesel, Mary Emery, Katelyn Larson, Bradley D. Lubben, L. J. Mcelravy, Rebecca J. Vogt

Nebraska Rural Poll

This report details 943 responses to the 2025 Nebraska Rural Poll, the 30th annual effort to understand rural Nebraskans’ perceptions. Respondents were asked a series of questions about their confidence in institutions. Trends for some of the questions are examined by comparing data from the 2017 Poll and 2021 Poll to this year’s results. In addition, comparisons are made among different respondent subgroups, that is, comparisons by age, occupation, region, etc. Based on these analyses, some key findings emerged:

• Rural Nebraskans’ confidence in many institutions did not change much during the past eight years. However, more rural Nebraskans have a …

Research Report: Insights Into Community, Heather Akin, Cheryl A. Burkhart-Kriesel, Mary Emery, Katelyn Larson, Bradley Lubben, L. J. Mcelravy, Timothy Meyer, Rebecca J. Vogt

Nebraska Rural Poll

Rural Nebraskans are more positive about the current change in their communities this year but are less positive about its future. Starting three years ago, the proportion believing their community changed for the worse was more than the proportion believing it had changed for the better (similar to what occurred in 2003 and 2009). However, last year that trend reversed back to the typical pattern and continued this year. This year, more people believe their community has changed for the better than has changed for the worse. When asked about what they expect ten years from now, this year more …

Foundations Of Business, 2nd Edition, Holly Jackson

Open and Affordable Course Content at VCU

No abstract provided.

Collecting Financial Data From Online Sources: Enhancing Large Language Models With Real-Time Search, Yang Li

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

Timely and accurate access to financial data is crucial for empirical research in accounting and finance. However, current data collection processes are often manual, inconsistent, and difficult to scale. This study asks: How can large language models (LLMs) be effectively used to automate financial data collection? Using design science research methodology (DSRM), the author develops a modular architecture that integrates a real-time search API and auxiliary information processing into LLM workflows. The study applies the model to two tasks: extracting ESG report release dates and identifying customer firm tickers from COMPUSTAT. The system achieves 96% and 95% accuracy, respectively, comparable …

Using Blockchain, Non-Fungible Tokens, And Smart Contracts To Track And Report Greenhouse Gas Emissions, J Gregory Jenkins, Eric N. Negangard, Mark D. Sheldon

2025 Faculty Bibliography

Global markets are moving toward requiring firms to track and report greenhouse gas emissions across their value chain. This includes self-generated emissions (i.e., Scope 1), emissions from power providers (i.e., Scope 2), and emissions from upstream suppliers and downstream parties (i.e., Scope 3). Yet, obtaining reliable emissions data is a complex task that often relies on cumbersome legacy processes and becomes especially challenging with upstream and downstream emissions. Using the Design Science Research Methodology, we propose and prototype (early-stage) a technological solution that uses blockchain, non-fungible tokens, and smart contracts to track and report greenhouse gas emissions across a firm’s …

The Economic Impact Of The 2024 Lpga Dow Championship, Grand Valley State University, Christian Glupker

Other Faculty Publications

The 2024 Dow Championship is estimated to have generated or supported economic benefits for the Great Lakes Bay region in the following ways:

• A total economic impact of $16.8 million in economic activity, supporting 128 jobs, and contributing $8.9 million to the regional GDP.
• The increase in economic activity generated $150,000 in tax revenue for local municipalities, $225,000 for special districts, and $142,000 for the Great Lakes Bay counties.
• The event attracted 30,061 spectators and required the assistance of 4,389 staff members and 1,050 volunteers.

The Economic Impact Of The Grand Rapids Area Nonprofit Arts And Culture Sector, Grand Valley State University, Christian Glupker, Paul Isely

Other Faculty Publications

The Grand Rapids area nonprofit arts and culture sector (GRACS) is estimated to have generated or supported economic benefits for the city of Grand Rapids and Kent County in the following ways:

• The total economic impact of this industry is estimated at $298.7 million in economic output, supporting 2,529 jobs. Approximately $195 million in economic output is new to the area.
• The total annual fiscal impact (tax revenue) of all primary visitor spending and GRACS organizational spending is estimated at $821,000 for municipalities and $585,000 for Kent County.
• GRACS events attracted 2.67 million visitors, with 48% visiting from outside the …

Reimagining Compliance: Explainable Ai Models For Financial Regulatory Audits, Hrishikesh Desai

Faculty Publications

This chapter develops an analytical model for Explainable AI (XAI) designed to support major types of banking regulatory compliance audits. Financial institutions increasingly rely on AI for efficiency in compliance tasks, but the opacity of complex models creates challenges in meeting regulatory transparency requirements. The proposed mathematical framework incorporates explainability as a quantifiable constraint in the optimization of AI models across five critical audit categories: CAMELS examinations, BSA/AML compliance, Consumer Compliance, IT Audits, and Internal Audits. By quantifying explainability through information- theoretic measures and Shapley values, the model balances predictive performance with regulatory requirements. The methodology is validated through a …

2025 Nebraska Business

College of Business: Trade Publications

2025 Nebraska Business

Shaping Strategy In The Digital Age: The Impact Of Consumer Electronic Word Of Mouth On Firm Strategic Emphasis, Brandon Holle, Hang T. Nguyen, Hieu V. Phan

Faculty Scholarship

This research explores how consumer electronic word of mouth (eWOM) influences a firm’s strategic emphasis, focusing on the distinct effects of positive and negative eWOM on value appropriation (e.g., advertising) versus value creation (e.g., R&D). Analyzing over 33 million social media posts covering 39 corporate brands from 2010 to 2020, the authors find that positive consumer eWOM influences firms to prioritize a strategic emphasis on value appropriation, while negative consumer eWOM is associated with a strategic emphasis on value creation. These effects are moderated by product category, market competition, and industry instability. Firms in hedonic categories have attenuated responses to …

2024-2025 Morehead State University Audit Report, Morehead State University. Accounting And Financial Services Office.

Morehead State University Audit Reports

2024-2025 Audit Report for Morehead State University.

Cybersecurity And Business Analytics: Strengthening Financial And Governmental Digital Defenses, Bushra F. Malik, Ravindar Reddy Gopireddy

Accounting, Business Analytics, Economics, and Finance Department Faculty Articles

The rapid digitization of financial services and federal operations has significantly increased cybersecurity risks. Cybercriminals are continuously evolving their attack methodologies, targeting financial institutions and government agencies to exploit vulnerabilities in digital infrastructures. Business analytics has emerged as a powerful tool in combating these threats by leveraging artificial intelligence (AI), machine learning (ML), and big data analytics to detect, analyze, and prevent cyber threats in real time. This paper explores the convergence of cybersecurity and business analytics, emphasizing their combined role in strengthening threat intelligence, fraud detection, incident response, and regulatory compliance. The research provides insights into emerging security trends, …

Reliability Certification Of Supply Chain Networks Under Uncertain Failures And Demand, Ashish Chandra, Jong Gwang Kim

Faculty Publications – Management

In the dynamic and uncertain landscape of modern supply chains, a significant challenge for supply chain network (SCN) architects is ensuring that their designs consistently deliver reliable performance amidst variable traffic demands and unpredictable failures. This assurance is particularly difficult due to the exponential and potentially uncountable set of scenarios that must be considered for evaluation. In response to this challenge, we propose an optimization-theoretic framework to assess the performance of supply chain networks by incorporating flexible routing strategies amid system uncertainties. By modeling network failures and uncertain demand requirements, our methodology tackles the inherent intractability of these certification problems …

Secured Or Unsecured: That Is All Matters - Practical Implications Of New Reference Rates, Tunc Oygur, Alper Kirik, Yaman O. Erzurumlu

Faculty Publications – Finance, Insurance, and Law

EUR and USD overnight risk-free rates (RFRs) have undergone a period of change, with EONIA being replaced with ESTR and Fed Funds Rate (FFR) being replaced with SOFR. We conduct a comparative analysis of the representative power of EONIA vs. ESTR and FFR vs. SOFR regarding market confidence and guidance on market expectations. Our results imply a significant difference between the US and the Eurozone. ESTR-EONIA displays similar characteristics, whereas FFR-SOFR displays different characteristics. SOFR is a superior market indicator to its predecessor and more effectively reflects market confidence than the FFR. However, none of the four RFRs displays forecasting …

Generation Of Family Ceo And Outward Fdi: An Examination Of Indian Family Firms, Arindam Mondal, Somnath Lahiri, Sougata Ray

Faculty Publications – Management

Family firm research has upheld that generation of top family-based executives (including CEOs) plays a significant role in strategy development and governance. A key growth strategy undertaken by family firms around the world, including the Asia-Pacific region, is internationalization. But how generation of family CEO impacts family firm internationalization, particularly outward FDI (OFDI), remains largely overlooked. Drawing on the family firm and internationalization literature and utilizing the socioemotional wealth (SEW) logic, we examine in this study the influence that family CEO generation (founder versus later) has on family firm’s extent of OFDI. We also investigate the extent to which two …

Dos Hemisferios: Rebranding Strategy For A Nascent Ecuadorian Wine Market, Jacob Massoud, Vafa Saboorideilami

Barowsky School of Business | Faculty Scholarship

The Ecuadorian winery, Dos Hemisferios, had started as a hobby in 1999 but quickly grew into a business and passion for the Wright family. After receiving an international award in 2009 for its cabernet sauvignon-malbec blend called Paradoja, the winery realized its potential and decided to expand its vineyards and production of wines. As part of the strategy to increase sales, Robert Wright, the Dos Hemisferios President, and his father, Guillermo Wright, developed a rebranding proposal for the next board of directors meeting. This rebranding initiative hinged on the belief that people in the Ecuadorian wine market did not know …