Business Commons^™

Optimizing Port Logistics Through Generative Ai: Revolutionizing Efficiency And Resilience In The Maritime Industry, Minodora Badea, Olga Bucovetchi, Adrian V. Gheorghe, Gabriel Raicu

Engineering Management & Systems Engineering Faculty Publications

The maritime industry faces growing challenges in optimizing port logistics due to increasing trade volumes, environmental regulations, and supply chain disruptions. This comprehensive literature review examines the transformative role of artificial intelligence (AI), with particular focus on generative AI, in enhancing efficiency and resilience in port operations. Through systematic analysis of 23 peer-reviewed studies published between 2021-2025, this review synthesizes advancements in real-time data integration, machine learning, digital twins, IoT, and autonomous systems that collectively improve operational decision-making, risk management, and environmental sustainability. Key findings reveal that machine learning applications achieve 90% effectiveness ratings in operational optimization, while predictive analytics …

A Comparative Analysis Of Preprocessing Filters For Deep Learning-Based Equipment Power Efficiency Classification And Prediction Models, Sang-Ha Sung, Chang-Sung Seo, Michael Pokojovy, Sangjin Kim

Mathematics & Statistics Faculty Publications

The quality of input data is critical to the performance of time-series classification models, particularly in the domain for industrial sensor data where noise and anomalies are frequent. This study investigates how various filtering-based preprocessing techniques impact the accuracy and robustness of a Transformer model that predicts power efficiency states (Normal, Caution, Warning) from minute-level IIoT sensor data. We evaluated five techniques: a baseline, Simple Moving Average, Median filter, Hampel filter, and Kalman filter. For each technique, we conducted systematic experiments across time windows (360 and 720 min) that reflect real-world industrial inspection cycles, along with five prediction offsets (up …

Averting "Death By Powerpoint", Nora Xinyi Cai

ENGS 15.11: Design and Education

This lesson empowers students to design presentation slides that effectively communicate their ideas to unfamiliar audiences. The lesson emphasizes the key guiding principle for slide design, one message per slide, along with four steps to implement it. Students will develop the vocabulary to assess the quality of others' presentation slides and apply these four steps in creating their own. The lesson seeks to cultivate a dynamic, collaborative, and creative learning environment by design.

Business Ethics: What Everyone Should Know, W. Michael Hoffman Center For Business Ethics

Ethics Publication

One of the most valuable things that the Hoffman Center brings to the Bentley community is the wisdom of its Business Advisory Board. Most members are current or former ethics and compliance officers with years of experience. In the hope of better preparing Bentley students for the workplace, the Center recently asked the group for clear, direct, practical, and specific answers to the question, “What has your experience told you about what students should learn about ethics before they start their first job? Here’s a compilation and summary of what we received.

Mindful Or Mindless? How And Why Virtual Communities Fail To Contain Information Pollution Across Different Disasters, Mahmudul Hasan, Varqa Shamsi Bahar, Cecil Eng Huang Chua, Michael David Myers

Business and Information Technology Faculty Research & Creative Works

People visit virtual communities to find trusted information (i.e. verifiable, accurate and reliable information) during disasters. Virtual communities are open spaces where people interact and share information. However, virtual communities often suffer from information pollution (including too much information and false or contradictory information) which decreases peoples' ability to find trusted information. Oddly, some virtual communities will develop useful practices for combatting information pollution during one disaster but subsequently fail to effectively employ the same practices or adapt them in subsequent disasters. We conducted a longitudinal, exploratory cross-case study to better understand how and why this occurs. Using the lenses …

The Influence Of Shopping Context And Anthropocentric Bias On Consumer Preferences For Human And Ai Designers In Fashion, Dooyoung Choi, Ha Kyung Lee, Christina Soyoung Song, Ji Young Lee

Educational Leadership & Workforce Development Faculty Publications

This study explores how shopping contexts (hedonic vs. utilitarian) influence consumer preferences for AI- vs. human-designed fashion products. In Study 1, participants with hedonic motivations preferred human-designed items, while those with utilitarian motivations preferred AI-designed products, supporting the hypothesis that shopping context affects designer preferences. Study 2 further investigates the mediation of competence-warmth traits in designer preferences and the moderation of anthropocentric bias. It finds that hedonic shopping contexts increase the desire for warmth-related traits, leading to a preference for human designers, while utilitarian contexts favor competence-related traits and AI designs. Additionally, individuals with higher anthropocentric biases showed stronger preferences …

Coastal Flooding And Housing Market Liquidity: Policy Implications For Eastern U. S. Communities, Wai Yan Siu, Rex Sitti

ODU Articles

Coastal flooding poses an escalating threat to communities across the U.S East Coast, where rising sea levels and intensifying storms increasingly overwhelm existing infrastructure and natural defenses. These events generate complex economic consequences that extend beyond immediate property damage to affect community stability and long-term development patterns. The real estate industry in particular, faces increasing levels of flood risk. Existing research on climate risk and real estate markets focuses predominantly on price capitalization effects, overlooking the critical dimension of housing market liquidity. This study examines the causal impact of coastal flooding on days-on-market (DOM), a metric of liquidity in the …

Emboldened In The Rap “Game”: How Severely Stigmatized Video Models Navigate Disrespect And Vulnerability To Workplace Mistreatment., Payal Sharma, Kristie M. Rogers, Blake E. Ashforth

Management Faculty Research and Publications

Moral stigma attached to an occupation can scar workers through discrediting, shaming, and denying respect. It can also open the door to interpersonal mistreatment, but little is known about how morally stigmatized workers navigate anticipated disrespect to potentially avoid harm. We explore this issue in a study of an occupation carrying severe moral stigma and where disrespect and workplace mistreatment are pervasive: models in hip-hop and rap music videos. Through analyses of 71 interviews with 48 video models and 19 industry informants, field observations, and archival data, we show how severe moral stigma and industry constraints promote generalized disrespect of …

Individualized Deals For Overqualified Employees: An Investigation Of Supervisor Perceptions Of Employee Overqualification, Farid Jahantab, Berrin Erdogan, Prajya R. Vidyarthi, Smriti Anand

Business Faculty Publications and Presentations

In this study, we extend overqualification research by examining the indirect relationship between supervisor perceptions of employee overqualification and performance outcomes via task i-deals. We predict that employees are more likely to be granted task i-deals to the degree to which they are perceived as overqualified by their supervisors, which in turn indirectly and positively affects their task performance and citizenship behaviors. Further, we expect the relationship between supervisor-rated overqualification and task i-deals to be stronger when supervisor perceived peer overqualification and workgroup team orientation are lower. Analyses of multi-wave multi-source data from 682 employees nested in 115 workgroups in …

Utilizing Artificial Intelligence As A Strategic Risk Management Tool For Public Sector Operations And Auditing Processes, Oğuz Ümit Tamer, Bruce D. Mcdonald Iii, Farouk Hemici, Georgia Kontogeorga

School of Public Service Faculty Publications

Symbolizing a significant turning point in the historical landscape, AI is becoming an effective tool in today's public administration, not only for increasing capacity, quality, and speed in services, but also for strategic risk management. Regulators and algorithmic auditing play a central role in implementing fairness, transparency, and persistent controls against risks in AI systems. Discussing modern applications of AI, such as anomaly-based fraud detection, resource estimation, and continuous auditing, and their respective strengths and weaknesses, this study concludes that AI significantly enhances efficiency and oversight but also poses the risk of enshrining bias, opacity, and accountability gaps. By considering …

Curaçao's Tourism Transformation: Building A Legacy Of Growth, Manuel Rivera, Margaret Zorrilla

Dick Pope Sr. Institute Publications

Tourism in Curaçao has experienced remarkable growth, with total arrivals increasing from 582,400 in 2023 to 700,242 in 2024. This surge reflects the island’s rising appeal as a destination and sets the foundation for the significant economic contributions that follow.

Where Music Shapes A Legacy, Manuel Rivera, Margaret Zorrilla Cortez

Dick Pope Sr. Institute Publications

The 2025 Curaçao North Sea Jazz Festival (CNSJF) reinforced its reputation as one of the Caribbean’s leading cultural events, delivering substantial economic benefits, an outstanding visitor experience, and deepening loyalty to both the festival and Curaçao. CNSJF 2025 stands as a powerful engine for Curaçao’s economy, a benchmark for festival experiences, and a driver of lasting loyalty and advocacy for both the event and the island. Its legacy is not only musical but also economic and cultural, shaping how visitors connect with Curaçao for years to come.

Governance And Innovation In Plastic Waste Management: The Case Of Japan, Minoo Tehrani, Yu Cui

Business Faculty Publications

This study investigates plastic waste management, focusing on Japan. The volume of plastic waste in Japan is more than eight million tons, and less than a quarter of the plastic waste is subjected to recycling. Considering that Japan is an archipelago consisting of a combination of four large islands and numerous smaller ones, plastic waste that enters the ocean poses significant threats to marine life, birds, other living beings, and beach pollution. This research explores the underlying factors that have made Japan one of the highest users of plastic. In addition, this study evaluates different strategies that are utilized in …

Develop An Interactive Unit Price Estimation And Visualization Tool, Mohsen Shahandashti, Mahnaz Paydarzarnaghi, Et Al

Business Faculty Publications

Texas Department of Transportation (TxDOT) determines unit prices of pay items using the historical bids-based estimation method and then develops an engineer’s project appraisal. The engineer's estimate is used to assess the bids and select the bidder. However, the unit price of a work item is heavily affected by various project-specific and external factors, including but not limited to the project location, the quantity of the work, project complexity, time factors, and macroeconomic conditions. Therefore, accurate and reliable unit price estimation based on these project-specific and external factors is vital for the optimum use of the available project budget. The …

Green Cities Conference 2025--Program Booklet, Minoo Tehrani

Business Faculty Publications

No abstract provided.

Electrostatic Effects On The Transport And Dispersion Of Micro-Nano Pharmaceutical Powders, Mohammed Ali

Technology Faculty Publications and Presentations

A predetermined amount of micro-nano powder particles contributes to the treatment during a patient’s inhalation of the bolus of respiratory micro-nano pharmaceutical powders in an aerosolized state from commercially available inhalers. The most popular inhalers are the metered dose inhalers (MDIs) and dry powder inhalers (DPIs). While inhaling, the complicated inlet velocity profile and turbulent flow in the mouth-throat significantly impact the gaining of electrostatic charge through triboelectric charging. The inhaled particles are not only varying sizes but also polarities of charges. However, few studies have been conducted to investigate electrostatic charge force effects on particle losses in the oral, …

Creditors, Shareholders, And Losers In Between: A Failed Regulatory Experiment, Albert H. Choi, Jeffery Zhang

Articles

In the aftermath of the 2007–08 Global Financial Crisis, regulators encouraged many of the world’s largest banks to hold a new type of regulatory instrument with the goal of improving their safety and soundness. The regulatory instrument was known as a “CoCo,” short for contingent convertible bond. CoCos are neither debt nor equity. They are something in between, designed to give the bank a shot in the arm during times of stress. Many of the largest international banks have issued CoCos worth hundreds of billions of dollars. After more than ten years—a decade that includes the collapse of Credit Suisse …

Does Medial Tourism Promote Growth In Healthcare Sector?, Hassan F. Gholipour, Kourosh Esfandiar

Research outputs 2022 to 2026

The purpose of this study is to investigate the effect of medical tourism revenues on the growth of healthcare sector across 49 emerging and developed economies from 2008 to 2022. Using panel GMM and PMG/ARDL estimation methods, the results show that higher levels of medical tourism revenues promote growth in the healthcare sector. This finding remains robust across different sample periods, alternative measure of healthcare sector performance, and model specifications.

Research Portfolio, Kezia Mariam Abraham

Graduate Research Papers

No abstract provided.

The Influence Of Project Managing Capability, It Integration, Supply Coordination, And Process Innovation To Improve Organizational Performance Of Educational Institutions, Ellysa Sri Hartati, Hotlan Siagian, Zeplin Jiwa Husada Tarigan, Ferry Jie

Research outputs 2022 to 2026

The organization strives to provide timely service according to customer needs. Organizations must communicate and make the right decisions quickly to improve performance. The research aims to assess the influence of project management capability, integration, and coordination in improving organizational performance. Data is collected using a questionnaire designed with a five-point Likert scale. The respondents are all suppliers or vendors of high school educational Institutions in East Java. The organization has a project manager responsible for all procurement and projects. The criteria of suppliers or vendors are those who have paid taxes, have a taxpayer number, and have an adequate …

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

Marketing Faculty Publications

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

Pandemic Impact On Research Faculty In Academic Medicine: A Mixed Method Study, Kimberly Bloom-Feshbach, Vasilia Vasiliou, Lance D. Laird, Janet T. Civian, Linda H. Pololi

School of Business

Introduction: This mixed-method study sought to elucidate the impact of COVID-19 on the professional environments and career trajectories of midcareer research faculty in U.S. medical schools.

Methods: Participants were 40 midcareer medical school faculty enrolled in the Brandeis University C-Change Mentoring and Leadership Institute, a group peer mentoring career development course being tested in a National Institutes of Health-funded randomized controlled trial.

Results: We observed a gender disparity in both the quantitative and qualitative data, with women faculty describing COVID-19 more negatively impacting their career trajectory. This negative impact was independent of having children in the home. Participants largely reported …

The Direction Of Esg For Smes: From Bureaucracy To Innovation, Ayman El Tarabishy, Younggeun Lee, Andrés Felipe Cortés, David Ahlstrom

WCBT Faculty Publications

Environmental, social and governance (ESG) principles were initially conceived as a transformative framework to promote sustainability, accountability and more ethical business practices. Over time, however, the focus of ESG has shifted and several unexpected and inadvertent consequences have begun to materialize. For small and medium-sized enterprises (SMEs), what was intended as a guiding light often became a burdensome labyrinth of bureaucratic compliance (Passerini et al., 2024). Instead of empowering these enterprises to drive innovation and develop localized solutions to social issues, current ESG frameworks and subsequent regulations often,

2025 Crummer Truist Portfolio, Cole Cecconi, Esperanza Dickson Reyes, Gustavo Fernandez, Conner Jones, Michael Kozinski, Emily Quezada, Cristian Ramos, Polina Vlasova

Crummer Truist Portfolios

SunTrust (now Truist) endowed this portfolio to provide scholarships for future Crummer students and to give current students a practical, hands-on learning opportunity. This year, we are pleased to be able to disburse $50,000 to be used for scholarships. We are extremely grateful for this generous investment in higher education. We have all learned a great deal from this experience and the responsibility of managing real money. Our first challenge is to establish a portfolio position that takes advantage of economic opportunities while avoiding unnecessary risk and conforming to the Crummer Truist Investment Policy Statement (IPS). We are also tasked …

Food Deserts: How To Make Them Green, Minoo Tehrani, Andreas Rathgeber, Lawrence Fulton, Bryan Schmutz

Business Faculty Publications

Despite tremendous progress in addressing food insecurity, hunger and malnutrition are still widespread across the globe. Different factors, such as low levels of income and education, lack of access to food markets and transportation, high unemployment and population rates, and abandoned homes in a neighborhood, are among the factors that have been attributed to the creation of food deserts in emerging and developed countries. Some of the leading causes of death in the U.S. are heart attack, obesity, and diabetes. These major causes of death have a higher rate among the Black, Latin, and Hispanic populations. Access to healthy and …

From Chaos To Cohesion: Building A Brand Kit, Brooke Kries

ENGS 15.11: Design and Education

From Chaos to Cohesion: Building a Brand Kit is a lesson designed for undergraduate students to show how a strong visual identity supports an organization’s mission and goals. Utilizing interactive instruction, guided exercises, individual exploration, and peer discussions, students will learn how elements, such as typography, logos, and color can shape public perception and align with audience expectations. By the end of the lesson, students will have created a sample brand kit and graphic to reflect an organization’s purpose and tone.

This lesson integrates marketing theory, real-life examples, and independent hands-on learning to encourage creativity, collaboration, and strategic thinking. Students …

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.

Individual Entrepreneurial Orientation: Scale Development And Validation, Daniel R. Clark, Jeffrey G. Covin, Robert J. Pidduck

Management Faculty Publications

Recent research introduced and laid the foundation for a new individual-level entrepreneurial orientation conceptualization (Ind.EO) within the entrepreneurial orientation family of constructs. Building directly from this work, this article theoretically defines a measurement model for the construct and develops and validates a scale. We define and measure disposition-based behavior constructs for autonomy, competitiveness, innovativeness, proactiveness, and risk-taking, thus providing psychometrically validated tools that support research in the burgeoning Ind.EO domain. Scale items are generated deductively from our definitions, and then tested through four data collections with academics, the lay population, entrepreneurs, and business managers. Strong validation data across these multiple …

Exploring Coworker Perceptions Of And Reactions To Quiet Quitting, Andrew A. Bennett, Rhett T. Epler, Veronica L. Thomas, Daroon Jalil

Management Faculty Publications

Quiet quitting is a relatively new phenomenon that has quickly caught the attention of both practitioners and academics. With the world of work becoming increasingly interconnected, we contribute to the discourse by approaching quiet quitting from the novel perspective of understanding how others in the workplace perceive those who engage in quiet quitting. To do so, we first provide a formalized definition of quiet quitting and differentiate coworkers' perceptions of quiet quitting from similar psychological constructs (Studies 1–3). We then examine employee responses to coworkers engaging in quiet quitting with a qualitative study (Study 4) and vignette design (Study 5), …

The Entrepreneurs Handbook: A Practical Meets Academic Guide For Both Current And Budding Business Owners And Risk Takers, Howard J. Friedman

Open Educational Resources

This work has been created with the intention of being used as a practical guide for the budding entrepreneur. The concepts are presented to optimize creative thinking and find a path to a fully realized business. From idea through funding, the company life cycle. This work is meant to provide the reader with all the materials that will be needed to make a real-world decision. Effort has been made to combine academic and practical data to offer a straightforward guide to finding, funding, and realizing your dream.