Digital Commons Network^™

A Machine Learning And Artificial Intelligence Sentiment Analysis Of Esg Disclosures, John Barnett Davis

Graduate Theses and Dissertations (2019 - present)

This dissertation examines whether environmental, social, and governance (ESG) disclosure sentiment extracted from SEC Form 10-K Item 1A risk disclosures aligns with Bloomberg ESG scores. The study combines SEC textual disclosures, Bloomberg ESG ratings, firm financial data, executive compensation data, and executive gender characteristics. Natural language processing and artificial intelligence methods, including FinBERT, Loughran-McDonald sentiment measures, BART-MNLI zero-shot classification, LLaMA-based ESG scoring, and readability analysis, are used to evaluate ESG-related disclosure signals. Results reveal that SEC 10-K Item 1A risk-factor sentiment and Bloomberg ESG scores represent related but distinct constructs. ESG sentiment in Item 1A is poorly aligned with third-party …

Ai For Leaders: Co-Design Your Career Workshops, Rami Huu Nguyen

Paul English Applied Artificial Intelligence (AI) Institute Publications

This presentation explores the role of career identity and leadership development in helping students navigate an increasingly AI-driven professional landscape. It introduces a framework for understanding career identity through interests, skills, motivation, experiences, and professional roles, while examining the importance of maintaining individual identity when using artificial intelligence tools. The presentation emphasizes role-based career identity as a strategy for helping students establish direction, develop leadership skills, and remain competitive in the job market. Through an interactive co-design activity, career advisors work in teams to develop career workshops or mini-projects using search engines and AI tools, considering student roles, instructional processes, …

Ethical Use Of Ai In Education: Ai-Driven Learning: Good Or Bad?, Moumita Saha

Paul English Applied Artificial Intelligence (AI) Institute Publications

This presentation examines the ethical use of artificial intelligence in education and the opportunities and challenges associated with AI-driven learning. It explores the growing adoption of artificial intelligence, concerns surrounding excessive reliance on generative AI, and issues including privacy, algorithmic bias, misuse of AI, job displacement, transparency, plagiarism, intellectual property, equitable access, and academic integrity. The presentation also considers how AI may affect critical thinking, learning processes, assessment, and student career readiness while highlighting research on the potential of AI to support personalized learning and education. Through case examples, research findings, discussion, and a hands-on group activity comparing work completed …

Promotion Architecture: A Deal Fairness Model Of Restricted Price Promotions, Shangwen Yi, David Hardisty, Dale Griffin, Thomas Allard

Research Collection Lee Kong Chian School Of Business

This research examines the effectiveness of two common types of restricted price promotions: threshold promotions (conditional on spending more than a threshold amount; e.g., “Get $5 off on orders of $10 or more”) and capped promotions (limited to a maximum dollar value; e.g., “Get 50% off, up to $5 per order”). Results from seven pre-registered studies, including one field study, show that threshold promotions lead to higher purchase intentions and conversion rates (but potentially lower purchase amounts) than comparable capped promotions—even though capped promotions are equivalent in maximal economic savings for the consumer—when the trigger value (the spending amount at …

Gaming The Marketplace: Consumer Opportunism And Beliefs About Societal Hierarchy, Shilpa Madan, Aparna Labroo, Constantine S. Katsikeas

Research Collection Lee Kong Chian School Of Business

Consumers often behave opportunistically, taking more than what fair marketplace exchange warrants (e.g., taking excess samples, returning used items). While each individual transgression may be minor, cumulatively they can undermine firm profitability. Thus, addressing consumer opportunism is an important managerial concern. We identify a novel antecedent of consumer opportunism: consumers’ acceptance of societal hierarchy (i.e., power distance belief [PDB]), including firms’ higher position in it than consumers. Nine studies (plus two supplementary studies) employing archival, correlational, and experimental data provide converging evidence that, in marketplace interactions, this belief evokes a need to feel clever (i.e., to feel smart and knowledgeable …

Bank Competition Amid Digital Disruption: Implications For Financial Inclusion, Erica Xuewei Jiang, Gloria Yang Yu, Jinyuan Zhang

Research Collection Lee Kong Chian School Of Business

We examine how digital disruption affects bank competition using the staggered rollout of 3G mobile networks. 3G expansion increased mobile banking adoption among tech-savvy households, reducing branch networks—especially in younger counties. Banks' strategies diverged: Less branch-reliant banks closed branches and competed on price, while more branch-reliant banks maintained branches but raised spreads. A structural model shows that perceived digital service improvements among younger consumers drove these shifts, reducing welfare for older savers. Counterfactuals demonstrate that subsidizing adoption for older savers can cost-effectively reduce these disparities, facilitating a smoother digital transition.

How Followers Respond To Leader Differentiation: The Importance Of Considering All Leader Differentiation Properties, Yuchuan Liu, Gary John Greguras

Research Collection Lee Kong Chian School Of Business

A central tenet of many leadership theories is that leaders treat their followers differently. Although leader differentiation is ubiquitous, its effects on leaders and followers are not well understood and theory and research have not simultaneously considered its three key properties: Leader–member exchange (LMX) differentiation, LMX quality, and LMX social comparison. We developed a theoretical model in which these three properties interact to influence followers’ supervisory interactional justice perceptions and subsequently their supervisor-directed deviance and supervisor-directed organizational citizenship behaviors (OCBs). To test our model, we conducted a pre-registered experiment (Study 1), a single-level, multi-wave study (Study 2), and a multilevel, …

Transnational Social Protections And The Market: Seeking Support From The Global Cruise Industry, Yasmin Y. Ortiga

Research Collection School of Social Sciences

Migration studies have mostly portrayed employers as paternalistic or exploitative, creating the very conditions that make migrants’ lives insecure and unstable. This paper challenges this view by showing how the market can also be an unlikely source of protections, where extractive work conditions co-exist with a certain degree of social support. Drawing on interviews with 45 Filipino cruise workers during the COVID-19 pandemic, I discuss how migrants used a logic of employee rights to claim benefits such as food, housing and insurance. Cruise lines willingly provided such protections, but only while workers maintained active contracts onboard their ships. Rather than …

Definitions And Mathematical Models Of Op Variants, Pieter Vansteenwegen, Aldy Gunawan

Research Collection School Of Computing and Information Systems

We have described the basic orienteering problem (OP) in Chap. 2, as one known variant of the single vehicle routing problems with profits (VRPP). In this chapter, we introduce the best-known variants of the OP. The first one is the team orienteering problem (TOP). In the TOP multiple routes can be composed to visit a subset of customers. In the context of the game of orienteering, the TOP corresponds to several players of the same team, each collecting profits in parallel, during the same time span. Another well-known variant of the basic OP is the OP with time windows (OPTW), …

Systematic Review Of The Institutionalization Of Service Learning In Higher Education, Wilmer Hernan Cruz Gutierrez

ASEAN Journal of Community Engagement

An increasing number of universities are integrating service-learning (SL) to fulfill their social mission. However, sustainable institutionalization of SL remains a persistent challenge. This study identifies and analyzes the factors, actors, and strategies that drive and inhibit SL institutionalization in higher education. Using the PRISMA 2020 guidelines, a systematic literature review analyzed 52 documents from seven academic databases (including WoS, Scopus, and ERIC). The findings were grouped into three sections: cultural (integration into institutional values/missions), process (articulation within teaching, research, and outreach), and structural dimensions (dedicated support entities). The results obtained reveal a reciprocal relationship where cultural alignment enables processual …

Healer Or Human? How Online Physician Reviews Guide Patient Choice, Shabnam Azimi, Sina Ansari, Ignacio Luri, Atefeh Yazdanparast

Faculty Publications

Online reviews increasingly guide physician choice, yet it remains unclear whether content emphasizing a physician's competence (technical skills) or benevolence (prioritizing patients' welfare over self‐interest) more strongly influences patients' decisions. Integrating a field study of 12,351 physician reviews with two online experiments, we distinguish two dimensions of review effectiveness: how helpful readers find a review, and how confident they feel about the choice it informs. We show that competence‐ and benevolence‐focused content influences these outcomes through distinct mechanisms. Benevolence‐focused reviews receive higher helpfulness evaluations because caring behaviors are easier to describe in concrete, vivid language and because naturalistic review platforms …

Safeguarding Ephemeral History: The Librarian-Archivist As Steward Of Digital Cultural Heritage, John Louie Zabala, Minette Vinzon

DLSU Arts Congress Conference Proceedings

This paper explores the critical role of librarians and archivists in preserving and ensuring access to our rapidly growing digital cultural heritage. In the face of technological obsolescence, data decay, and the ephemeral nature of online content, these professionals face unprecedented challenges in safeguarding our collective digital past. This paper delves into the unique challenges of preserving digital materials, including "bit rot" (data decay), file format obsolescence, and the ephemeral nature of online content. Ethical considerations, such as copyright, privacy, and the ethical implications of digitizing and disseminating sensitive cultural information, were examined. The paper highlights the crucial need for …

Artificial Intelligence And Technology - Joni Full Issue July 2026, Angie Holzer

Journal of Nonprofit Innovation

No abstract provided.

Belonging's Influence On Volunteer Motivation In Faith-Based Nonprofit Organizations: An Interpretative Phenomenological Analysis, Adam Stockton

Journal of Nonprofit Innovation

Nonprofit organizations often overlook psychological belonging as a driver of volunteer retention and recruitment (Hurt, 2025; Mochin, 2022). The purpose of this qualitative Interpretative Phenomenological Analysis (IPA) study was to explore how a sense of belonging influenced the intrinsic motivation of nine adults volunteering with a faith-based nonprofit organization in the southern United States. Data were collected through semi-structured interviews and analyzed using IPA best practices to identify themes from participants' experiences. The study was grounded in Maslow's Hierarchy of Needs, self-determination theory, and organizational identification theory—frameworks that describe how individuals connect personal values and identity to the values and …

Ai-Powered Logistics For Small Nonprofits: A No-Code, Sub-$10 System For Real-Time Distribution Across 41 Locations, Rishi D. Chundury

Journal of Nonprofit Innovation

Small nonprofits often struggle to coordinate multi-site distribution campaigns with limited staff, tight budgets, and little access to technology. This article describes how Eye on July Corp., a 501(c)(3) nonprofit in Omaha, Nebraska, built an AI-powered system to manage the distribution of 20,000 free safety glasses across 41 community locations for July 4th. The system was built without any coding using three commercially available tools, where Airtable stores the data, Make.com runs the automation, and Anthropic's Claude API provides the intelligence, all at a total cost of under $10. The platform collects stock counts from partner locations, analyzes inventory to …

Building Adaptive Capacity In Community Engaged Nonprofits, Lena Hatchett, Kenneth E. Steinkruger, Laundette P. Jones

Journal of Nonprofit Innovation

Nonprofit organizations face ongoing challenges related to uncertain funding, staff burnout, and increasing community needs. This article describes adaptive capacity as a proactive form of resilience that can help nonprofits prepare for unexpected challenges before they occur.  Drawing on examples from a small community-engaged nonprofit, the current article presented activities and tools for strengthening adaptive capacity through both longer-term capacity-building practices and everyday organizational decisions.  We used the McKinsey 7S framework to organize adaptive capacity opportunities across strategy, structure, systems, shared values, skills, style, and staff.  The examples suggest that, despite unanticipated challenges, community-engaged nonprofits may strengthen resilience by adopting …

Most Affordable And Fastest-Growing Cities In The Mountain West, 2026, Cason Noll, Caitlin J. Saladino, William E. Brown Jr.

Cities & Metros

This fact sheet presents data on the most affordable and fastest-growing cities among the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The data are sourced from MoneyLion’s “50 Most Affordable, Fastest-Growing Cities” report, which analyzed and ranked U.S. cities by the most affordable places with large population growth. This fact sheet focuses on the 10 Mountain West cities that ranked within the top 50 and their corresponding 5-year population growth rate, median household income, annual cost of living for both homeowners and renters, and the leftover savings available at the end of the year for …

D1.07 Keynote Iii: Juegos De Rol Para Colaboraciones Interculturales Y De Investigación Interdisciplinar, Antonio Casado Da Rocha

10mo Coloquio Internacional de Estudios sobre Juegos de Rol

Conferencia magistral en español sobre el uso de juegos de rol para apoyar colaboraciones interculturales e investigación interdisciplinar, con atención a la comunicación, la co-creación, la reflexión ética y la construcción compartida de conocimiento.

Información de acceso Register in advance for this webinar: https://njit-edu.zoom.us/webinar/register/WN_ozwjN4KWQ7u0qmcRLONCGw Join from an H.323/SIP room system: H.323: 144.195.19.161 (US West) or 206.247.11.121 (US East) Meeting ID: 913 4648 7472 Passcode: 280957 SIP: [email protected] Passcode: 280957 After registering, you will receive a confirmation email containing information about joining the webinar.

Zoom will detect the spoken language from the presenters and generate captions accordingly. The attendees will be …

Who Bears The Burden: Tax Incidence And Water Governance In The Middle Rio Grande Conservancy District (Mrgcd) Within Bernalillo County, Michael W. Wilson

Economics ETDs

This study examines how property-value-based assessments within a large western irrigation and flood-control district distribute fiscal burdens across property owners. The empirical analysis is restricted to Bernalillo County within the Middle Rio Grande Conservancy District (MRGCD), using parcel-level administrative data from fiscal year 2025 merged with 2021 irrigation service records and geospatial information. The analysis classifies 34,397 parcels by irrigation status, agricultural valuation enrollment, and primary use to evaluate whether non-irrigating residential and commercial parcels, including renter-occupied properties that lack direct irrigation access, bear a disproportionate share of financial responsibility for a district whose first listed priority under their primary …

Essays On Environmental, Social, And Governance Strategy, Samuel Kim

Olin Business School Graduate Student Theses and Dissertations

The strategic consequences of an organization's Environmental, Social, and Governance (ESG) efforts are driven largely by the specific information stakeholders observe and evaluate. As firms project a growing volume of public claims and observable social outcomes, stakeholders must navigate a complex informational environment to decide how much weight to assign to what organizations say, what they do, and whether their words are consistent with their actions. Clarifying how stakeholders interpret these varied signals is therefore vital to understanding the strategic implications of ESG efforts. To that end, this dissertation asks: how are different pieces of organizational information related to stakeholder …

Gig Workers' Identity Construction In Pakistan's Platform Economy, Zubair Ahmed Pirzada, Shoukat Ali Mahar, Muhammad Haneef Gambhir

Business Review

The rapid expansion of Pakistan’s platform economy has introduced digitally mediated labor arrangements that fundamentally restructure occupational identities and the meanings workers attach to their work. Based on constructivist grounded theory, this study delves into the process of gig workers' self-negotiated and self-built occupational identities in the gig economy in the city of Karachi in Pakistan. Through in-depth interviews with 43 platform workers in Karachi (25 ride-sharing drivers and 18 food delivery riders), the analysis produced the Adaptive Identity Construction Framework, theorizing identity construction as a simultaneous process across temporal, algorithmic, and sociocultural dimensions. Four types of identity were formed: …

Stop Blaming My Users: Illumination Of The Technocentric Mythos Bias, Ervin H. Frenzel, Richard Lightcap

Journal of Cybersecurity Education, Research and Practice

 Abstract -This conceptual essay addresses the need for systemic and systematic transdisciplinary analytical techniques within cybersecurity and technical security. This conceptual essay is contingent upon recognition that cybersecurity is not simply technical in nature, it does not need an adversary, and more importantly it is based upon systems engineering and systems thinking.  The essay contributes a socio-technical attribution chain and field-specific ontology/taxonomy which distinguish user-triggered events from root causes, latent conditions, technical debt, validation failures, governance failures, and attribution bias before assigning responsibility to end users. It systematically defines an ontology inclusive of developer technical debt, organizational debt arising from …

International Student Athletes And The Covid-19 Global Pandemic: Disruption, Uncertainty, And Coping, Isabella M. Franks, Trent A. Petrie, Whitney G. Moore, Carmyn Hayes

Journal of Athlete Development and Experience

COVID-19 and its ripple effects (e.g., social distancing, sport cancellations, quarantining) negatively affected the careers of collegiate student-athletes. The disruption to university systems and collegiate athletics and the stress and uncertainty felt globally likely increased international student-athletes' (ISAs) risk for distress. Yet, ISAs also possessed unique characteristics and were immersed within supportive sport environments, which may have shaped their psychological responses in distinct ways. The COVID-19 pandemic created an opportunity to understand how ISAs, as individuals navigating both athletic and international identities, responded and coped. To date, no study has examined the initial coping experiences of international collegiate athletes, even …

'It's Going To Be Colder Than San Diego': Pre-Transition Experiences Of American Postgraduate Athletes At One British University, Lara Killick, Pete Schroeder

Journal of Athlete Development and Experience

Athlete migration is a visible element of the sport-globalization nexus. At the intercollegiate level, a new migration pattern has recently emerged. Numerous British universities are recruiting American postgraduate athletes for a variety of sports. International athlete migration has been examined using the cultural transition model (CTM) (Ryba et al., 2016). CTM features three phases that profile the developmental tracks migrant athletes experience in a new culture. This study used CTM to qualitatively explore the pre-transition experiences of American postgraduate athletes. Nineteen Americans playing at one British university were interviewed prior to the 2022-23 academic year. Data were recorded, transcribed, and …

An Introduction To The China Land Sales Data Set: The Universe Of Land-Use-Right Transfers In China 2000-2022, Yilin Hou, Lin Li, Qiang Ren

Center for Policy Research

The China Land Sales Data Set (2000-2022) includes the universe of land-use-right sales in China in the first 23 years of the 21st century, a period of the fastest mass urbanization and intense infrastructure construction in China’s history, that accompanied the rapid growth of China’s economy and household income. For this reason, this data set carries substance in many ways for anyone who needs to understand the occurrences in China of that period. The phrase “land sale” refers to the transfer of land-use right from the state as the sole owner of urban land to any individual, firm or entity …

When Auditors Trust Ai: A Qualitative Study Of Professional Judgment, Data Quality, And Adoption Barriers In Lebanon, Joseph Serghani

Arab Economic and Business Journal

This study explores auditors’ trust in AI in a limited-resource and turbulent context, namely Lebanon. Using semi-structured interviews with 14 junior and senior auditors in Lebanon, this study identifies the factors that make auditors either willing or unwilling to trust in AI-powered audit processes. The results indicate that auditors perceive the potential benefits of AI, such as increased speed, capacity, and ability to detect anomalies. Yet, trust in AI is limited by concerns about implementation costs, the erosion of professional judgment, blockchain complexity, data overload, and reliance on high-quality data. Instead of excluding AI from the equation, auditors perceive it …

Co-Designing New Website Ideas In The Age Of Ai, Rami Huu Nguyen

Paul English Applied Artificial Intelligence (AI) Institute Publications

This workshop introduced students to the principles of website co-design in the age of artificial intelligence through a collaborative, project-based learning experience. Participants first explored the mission of the Paul English Applied Artificial Intelligence Institute and the instructor's career journey before learning the fundamentals of e-commerce website design. Students were organized into five teams to develop original website concepts in areas including travel, fashion, sports, and gaming. Each team conducted research using search engines and generative AI tools, including ChatGPT, Gemini, Claude, and Perplexity, created website wireframes, and presented their ideas using Canva. The workshop emphasized teamwork, creativity, user-centered design, …

Back Matter Of Volume 20 Issue 2, Editor Business Review

Business Review

Author Guidelines

Back Matter Of Volume 20 Issue 1, Editor Business Review

Business Review

Author Guidelines

Back Matter Of Volume 19 Issue 2, Editor Business Review

Business Review

Author Guidelines