Digital Commons Network^™

Operationalizing Supply-Chain Hygiene In Graduate Is Education: A Hands-On Module For Secure Software And Ai/Ml Pipelines, Dominic A. Wilson

Journal of Cybersecurity Education, Research and Practice

Supply-chain attacks (including typosquatting, dependency confusion, compromised builds, dataset poisoning, and backdoored models) pose growing threats to analytics platforms central to Information Systems (IS). While frameworks like the Secure Software Development Framework (SSDF) and Supply-chain Levels for Software Artifacts (SLSA) offer guidance, IS curricula often lack accessible, infrastructure-light modules that build practical skills for mitigating these risks. This experience report presents a two-week module embedded in a graduate Secure Coding course required for a Master’s in Applied Security and Analytics degree. The module operationalizes secure development habits across both traditional software and machine learning (ML) pipelines. The module addresses a …

Empowering Digital Transformation In Human Resource Management: Overcoming Barriers And Treating Paradoxes In The Manufacturing Sector, Lukáš Danko, Lucie Hrbáčková, Jana Matošková, Aleš Gregar

European Management Studies

Purpose: This paper investigates the multifaceted barriers to digitalization of the HRM and explores the paradoxes that arise between technological advancement and organizational culture.

Design/methodology/approach: Based on semi-structured interviews with HR directors from manufacturing firms, this qualitative inquiry employs thematic analysis to identify recurring themes and construct a typology of integration barriers. The Critical Incident Technique (CIT) anchors narratives in real events, while thematic analysis enables abstraction across cases of digitalization of the HRM.

Findings: The findings reveal three critical areas related to (1) organizational resistance rooted in cultural inertia, (2) misalignment between digital strategy and HR processes, and (3) …

Ai For Regression Analysis And More, Eli Snir

Generative AI Teaching Activities

Students use Copilot and NotebookLM to create a dataset and develop statistical analyses including regression.

A Multi-Stakeholder Perception Model Of Study Tour Resources: A Grounded Theory Study, Zhao Junming, Diana Mohamad

The Qualitative Report

Understanding stakeholders’ perceptions of study tour resources is essential for improving resource planning, enhancing program quality, and fostering more sustainable tourism practices. In this study, "study tour resources" refers to the educational, cultural, natural, and service elements, among others, that support experiential learning during organized study tour activities. This study addresses the research question: What are the key dimensions of stakeholders’ perceptions of study tour resources, and how do these dimensions interact to form a coherent perception model? Our study endeavors to construct a comprehensive perception model of stakeholders regarding study tour resources. To achieve this end, guided by constructivist …

The Architecture Of Leadership And Management: Power, Strategy, And Human Judgment In Modern Organizations, Arthur King Ma Ph.D.

Management Open Educational Resources

This book is a practical and accessible guide to management theory. It connects classic and contemporary leadership frameworks to real organizational challenges. It examines how managers lead people, shape behavior, adapt to changing situations, build trust, manage systems, develop learning organizations, and guide ethical, culturally intelligent, and sustainable performance. Through theory, key principles, and applied case studies from the United States and China, the book helps readers understand how management decisions influence people, culture, strategy, operations, and long-term organizational success. Designed for students, educators, and practitioners, it shows that effective management requires more than authority or technical skill; it requires …

The Unintended Consequences Of Deregulating Confidential Treatments, Jiahui Han

Dissertations - ALL

This paper examines how the SEC’s deregulation of confidential treatment under the FAST Act affected firms’ material contract redaction behavior and the broader economic consequences associated with disclosure opacity. Using a large sample of SEC filings, I document that confidential treatment is positively associated with both product market competition and lower 10-K readability, suggesting that redaction reflects both proprietary protection incentives and broader disclosure opacity. Further analyses using abnormal file size show that discretionary disclosure complexity remains significantly associated with redaction behavior after controlling for firms’ underlying economic complexity and reporting environment. I further find that the association between redaction …

Client Communication Strategy Pitch Deck, Staci Thomas

Generative AI Teaching Activities

Business Client Communication Strategy - Pitch Deck

Algorithmic Monocultures In Hiring, Rishi Bommasani, Sarah H. Bana, Kathleen A. Creel, Dan Saul Jurafsky, Percy Liang

Economics Faculty Articles and Research

Many employers screen job applicants with algorithms built by the same few algorithm vendors. We hypothesize that algorithmic monoculture leads to the same individuals and members of the same racial groups facing rejection. We acquire and analyze a novel dataset of 3 million applicants submitting 4 million applications where all the applications are screened by algorithms built by the same vendor. We find clear racial disparities in applicant outcomes. Of all applications submitted by Asian and Black applicants, 14.74% and 25.87% are submitted to positions that adversely impact Asian and Black applicants, respectively, according to U.S. employment discrimination standards. Individuals …

Deep Analysis In Excel Without Vba: Creating Transparent Portable User-Defined Functions With =Lambda, Tom Arnold, Timothy Falcon Crack

Finance Faculty Publications

You can exploit your current knowledge of Excel's formula language to build customized Excel functions. These user-defined functions are so fast and transparent that they may be useful for validating AI answers or replacing them altogether. You can now use loops that previously required VBA or JavaScript. The functions use Excel's new =LAMBDA and =MAKEARRAY functions. You can assign personalized names to functions and their input variables, and they are portable between Workbooks. We present simple examples showing basic syntax, building up to a compact fixed income example: a user-defined function using a Taylor series to estimate the change in …

Résumé Redesign: An Experiential Assignment Using Ai Applicant Tracking Systems, Rachel Dolechek, Karen Mccullough

Applied Business Faculty Publications

The Résumé Redesign exercise equips business communication students with essential job search competencies through an experimental approach to résumé design. Grounded in contemporary research on AI literacy and résumé design, this assignment incorporates an AI-powered résumé scanner alongside faculty feedback to strengthen students’ understanding of formatting, mechanics, and audience adaption. Survey results from 136 student respondents indicate the AI feedback to be clear and helpful. This exercise offers flexibility for in-person and online learning environments to enhance a résumé assignment and introduce students to AI-mediated recruitment practices, while maintaining the critical role of human review in the résumé evaluation.

Does Green Electricity Mitigate Carbon Emission Externalities? Industry-Specific Effects On Firm Profitability, Operational Efficiency, Valuation, And Market Risk In Taiwan Listed Companies, Mutiara Eka Puspita, Wei Hwa Pan, Bon Long Hsia, Huynh Phu Tan

Bulletin of Monetary Economics and Banking

his study explores the relationship between carbon emissions and firm financial performance across industries and how green electricity adoption moderates this effect. Using 9,925 firm-year observations from the Taiwan Economic Journal, we estimate panel regressions and compare Fixed Effects robust and Driscoll-Kraay (1998) standard errors to ensure robustness. Two-way and three-way interaction models reveal a green electricity paradox: biotech firms benefit, while financial and high-tech sectors decline. These findings highlight the need for sector-specific ESG investment models and tailored policy support to ensure an equitable green transition. The study contributes by integrating environmental-financial dynamics with industry heterogeneity in emerging markets

To What Extent Could Quantum Computing Pose A Threat To Global Modern Data Security?, Aniket Maheshwari

Journal of Cybersecurity Education, Research and Practice

Quantum computing has emerged as a transformative technology with the potential to fundamentally disrupt modern cryptographic systems that underpin global data security. This paper examines the extent to which quantum computing could pose a threat to modern global data security by synthesising existing technical, institutional, and policy-oriented literature. Drawing on a narrative review of scholarly research, industry reports, and government frameworks, the analysis focuses on the implications of quantum algorithms such as Shor’s and Grover’s, which challenge the mathematical foundations of widely used cryptographic schemes. The findings suggest that while quantum computing presents a credible long-term threat to asymmetric encryption …

Strategic Dimensions Of Artificial Intelligence: Development Globalization, Investment Dynamics, And Firm Performance, Alysson Silveira

USF Tampa Graduate Theses and Dissertations

Artificial Intelligence (AI) is quickly changing the competitive landscape of most industries, and understanding how to incorporate this technology into products, services, and processes is becoming crucial for firms. This dissertation presents three studies that address different strategic challenges that arose with the unfolding of AI. First, I study how multinational enterprises globalize the development of AI. I argue that concentrating AI development or globalizing it has different implications for supply chain responsiveness and operations complexity. I use a combination of a rare dataset on software presence across 45 countries and financial data to show that AI development globalization has …

Influences Of Transformational Leadership Mixed With Contemporary Practices Among High School Coaches: A Qualitative Exploratory Study, Kylene M. Brewton

Student Theses and Dissertations

This qualitative study examined factors influencing transformational leadership (TL) among high school coaches. Although previous research shows that TL improves athlete performance, emotional development, and team cohesion, little attention has been paid to how TL skills develop in secondary school sports, specifically to be used by coaching staff. Using Bass and Avolio’s four “I’s” framework—idealized influence, inspirational motivation, intellectual stimulation, and individualized consideration—the study explored the impact of gender, coaching experience, sport coached, and mentorship on TL practices. Ten high school coaches from the mid-southern United States participated in three rounds of interviews using the Differentiated Transformational Leadership Inventory (DTLI). …

A System Dynamics Perspective Of User Adaptation: The Case Of Exoskeleton Technology, Enzo Novi Migliano

USF Tampa Graduate Theses and Dissertations

Technology implementation is a common occurrence in organizations to which workers must adapt. Although research on workers' technology acceptance is widely spread, research on the workers' technology adaptation process is less represented in the literature. The discrepancy in the literature permeates research on new technologies currently being implemented in organizations, such as occupational exoskeletons. As in other technologies, the variance research perspective dominates the literature on exoskeleton implementations. The current thesis aims to foster process research by formalizing the coping model of user adaptation (Beaudry & Pinsonneault, 2005) and exploring research questions regarding workers' adaptation to general technology and exoskeletons. …

The Lived Experience Of Inconsistent Legal Recognition: A Phenomenological Study Of Job Burnout And Moral Injury In Florida Correctional Officers, Jeffrey A. Snipes

Doctoral Dissertations and Projects

This qualitative transcendental phenomenological study investigates the lived experiences of Florida correctional officers (FCOs) regarding inconsistent legal recognition and the divergence between functional mandates and legislative definitions. Utilizing Dr. Jonathan Shay’s moral injury framework, this research explores how statutory marginalization functions as a precursor to burnout. A transcendental phenomenological research design was employed; 21 officers were screened using the Maslach Burnout Inventory (MBI-HSS) followed by semi-structured interviews with a nine-participant subsample.

Data analysis followed Creswell’s spiral procedures to identify themes describing the essence of these experiences. Findings suggest that inconsistent recognition as first responders catalyzes moral injury, exacerbating burnout and …

Bridging The Visibility Gap: Advancing Radio Frequency Identification Integration For Customer-Facing Supply Chain Transparency And Operational Efficiency, Henry Steven Groulx

Doctoral Dissertations and Projects

This study examined a persistent challenge in operations management, the gap between the internal capabilities of Radio Frequency Identification (RFID) systems and their limited external application in customer-facing and supply network contexts. Grounded in a constructivist-pragmatic perspective and guided by adaptive structuration theory, the research employed an exploratory qualitative multiple-case study design across six manufacturing and logistics organizations. Data were collected through 24 semi-structured interviews, organizational documents, and operational artifacts, which were triangulated to support robust analysis. Findings indicated that RFID systems effectively supported internal operations, including inventory accuracy, process control, and exception management. However, their value diminished when extended …

Adaptive Intervention Strategies In Co-Evolving Multiplex Networks: A Reinforcement Learning Approach To Real-Time Misinformation Containment, Anjali Ashokrao Bhadre Dr., Harshvardhan Prabhakar Ghongade Dr.

Northeast Journal of Complex Systems (NEJCS)

The growing transmission of misinformation via social media creates serious challenges to public health, democracy and social cohesion. To date, methods used to contain misinformation rely upon static representations of networks and set rules for interventions. In contrast, this study presents the first Multiplex Adaptive Reinforcement Intervention Network (MARIN), a framework for real-time adaptive intervention in the context of dynamic misinformation transmission using co-evolving multiplex networks and deep reinforcement learning. Unlike past studies that have assumed static network structures, MARIN has the ability to allow for dynamic changes in network topology as a result of both misinformation transmission and intervention …

From Centrality To Sustainability: How Connected Boards Shape Waste Management Outcomes, Irfan Haider Shakri, Anh Tuan Nguyen, Fnu Pratima

Faculty Publications

The escalating climate crisis has elevated waste management from an operational concern to a critical issue of corporate governance. However, the role of board connectedness in shaping firms' waste practices remains largely unexplored. Drawing on resource dependency and social capital theories, this study examines how board network centrality influences waste management practices. Employing pooled OLS on 4948 firm- year observations from US- listed firms during 2004–2023, we find that higher board connectedness leads to a significant reduction in waste generation. Economically, a one standard deviation increase in DEGREE centrality is associated with a 3.4% decrease in total waste generation. Our …

Textbook Eco 2200: Principles Of Financial Management, Dorina Tila

Open Educational Resources

This is a full-length textbook project on ECO 2200: Principles of Financial Management. The textbook includes auxiliary materials, such as discussions, video lectures, multiple choice tests, as well as examples and case studies in excel with linked videos on showing the solution.

Child Sexual Abuse: What Utahns Need To Know, Brie Sparks, Susan R. Madsen

Marketing and Strategy Faculty Publications

Child sexual abuse is a serious and often hidden issue affecting children, families, and communities in Utah. It is frequently misunderstood and underreported, leaving many children without the support they need. Misperceptions about who is at risk and how abuse occurs can make prevention more difficult. Addressing child sexual abuse requires greater awareness, education, and a shared commitment to creating safe environments where children are protected and supported. Preventing abuse and reducing its long-term impacts is a critical responsibility for individuals, families, and communities in Utah.

Jalzap: An Agile Hybrid For Ai-Accelerated Software Development, Pouya Nouri

University Honors Theses

The rapid adoption of generative AI tools allows software teams to quickly code applications, but it comes at a cost: high scope volatility, technical debt, and unrealistic expectations, which break traditional Agile frameworks. This thesis introduces JALZAP, a lightweight, hybrid Agile framework designed to serve small, high-agility teams facing compressed timelines and unpredictable schedules. This framework was evaluated over 16 weeks through a Portland State University Capstone project working for a pre-seed startup sponsor, where a six-person team built Flowmind: an AI-powered iOS task management app meant to serve users with neurodevelopmental disorders like ADD/ADHD. JALZAP implements structural boundaries, including …

The Dynamics Of Beta Mean Reversion, Dimitry Afanasenko

Finance: Undergraduate Distinction Theses

This thesis examines whether firm-specific characteristics help explain cross-sectional variation in the speed of beta mean reversion among large-cap U.S. equities. Using WRDS market-model betas based on trailing weekly returns, the study constructs non-overlapping annual June beta observations for a stable sample of 190 firms that remained continuous constituents of the S&P 500 from 2000 through 2024. The analysis proceeds in three stages. First, pooled and fixed-effects panel regressions test whether beta mean reversion exists in the sample overall. Second, a firm-specific persistence parameter, gamma, is estimated from rolling ten-year windows of annual betas in order to measure differences in …

Understanding Parents Perceptions Concerning Division I Student-Athlete Mental Health, Jonathan M. Casper, Jason Bocarro, Marie Amidon

Journal of Issues in Intercollegiate Athletics

Collegiate student-athletes (SAs) frequently underreport mental health concerns and are less likely to seek professional support compared to their non-athlete peers. Given the substantial emotional and academic support parents provide, this study examined NCAA Division I parents’ perceptions of their student-athletes’ mental health and overall well-being, as well as their awareness and perceptions of available mental health services. An online survey (N = 178) was administered across two Division I universities. Parents reported considerable concern regarding mental exhaustion, anxiety, academic pressures, and future planning. They also identified sport-specific stressors, including relationships with coaches, playing time, team dynamics, and injuries. Although …

Does Customer Expectation Affect Customer Experience? - Evidence From Nigerian Hospitality Industry, Adeyemi Abdulwasiu Adebayo, Abdulazeez Alhaji Salau

ASEAN Marketing Journal

Abstract

Manuscript type: Research Article

Research Aims: Examined the impact of consumer expectations on customer experience in selected hotels and hospitality businesses in Offa and Ilorin, Kwara State, Nigeria

Design/methodology/approach: The study employed a quantitative research approach; the study utilized a survey method to gather primary data through questionnaires. The sample size was determined using the Godden (2004) model, resulting in a total of 246 participants, 150 questionnaires were finally retrieved and inputted for data analysis after the shorting out of wrongly filled and deduction of unretrieved copies of the questionnaires. The study also used multistage sampling …

Customer Adoption And Trust In Indonesian Islamic Banking: A System Dynamics Perspective, Imam Wahyudi Mr., Komarudin Komarudin, Prof. Rifki Ismal

ASEAN Marketing Journal

Research Aims: This study reframes the growth challenge of Indonesia’s Islamic banking as a financial-service marketing problem: strengthening customer adoption, trust, and perceived value to expand market penetration in a dual-banking environment while maintaining resilience.

Design/Methodology/Approach: Using a system dynamics perspective, the study develops a causal loop diagram (CLD) grounded in a review of policy-document and prior empirical marketing/Islamic banking literature. A multi-actor lens is applied to map how regulators, government, customers, conventional banks, fintech, and ESG investors shape adoption and competitive dynamics.

Research Findings: The CLD identifies seven reinforcing loops that can accelerate adoption and market share (capability reinvestment, …

Leveraging Crisis Management For Minimising Brand Cancellation, Liyun Liu, Catherine Prentice, Susan Zeidan

All Works

Brand misconduct can trigger negative consumer responses and escalate into brand crises. Effective crisis management is therefore essential to mitigate such responses and enhance organisational resilience. This study investigates the impact of various crisis communication strategies on consumer engagement and subsequent brand cancellation, incorporating the mediating role of consumer engagement and the moderating influence of brand misconduct type. Two experimental studies using simple random sampling were conducted online. The findings reveal that crisis communication strategies exert significantly different effects on consumer engagement, which in turn negatively influences brand cancellation. However, the mediating role of consumer engagement varies depending on the …

The Style Of Decision: Consumer Wisdom And The Mediating Role Of The Heuristic-Systematic Model Of Information Processing In Clothes Shopping, Nourane Sakr

Theses and Dissertations

Rationality and emotions are often treated as opposing forces in decision-making. Yet what if the more productive question is not which one prevails, but how a balance between the two might be achieved? Wisdom offers precisely this kind of integrative paradigm. Wisdom is a central trait for self-development; yet, little has been explored on Consumer Wisdom from a communications perspective. The theory has been initially examining ecology principles with an extensive space in consumer behavior and marketing practices. This research approaches consumer wisdom in online fashion advertising context whilst understanding the common information processing modes; evoked by the mediation of …

Bus 104 – Local Business Visit Assignment, Remi Alapo

Open Educational Resources

The Local Business Visit Assignment gives students the opportunity to connect classroom learning to real-world business practice by observing and analyzing how a local business operates. Through the visit, students examine key business concepts such as ownership, management, customer service, marketing, workplace organization, and community impact. The assignment encourages students to think critically about how business decisions are made and how course concepts apply in everyday settings. By engaging directly with a business in their community, students develop a deeper understanding of entrepreneurship, business operations, and the practical realities of running a successful organization.

Chatgpt, Where Should I Go? A Qualitative Exploration Of How Large Language Models Are Experienced As Support For Travel Planning, Mohammad Amin Kuhail, Asbjørn Følstad, Saifeddin Alimamy

All Works

Large language models (LLMs) are increasingly used for travel planning. Yet, little is known about how travellers experience and interact with such language models. This qualitative study explores how users employ LLMs to plan trips, drawing on the hedonic/pragmatic model of user experience to examine functional and affective dimensions. We collected data from 104 participants with prior experience using LLMs for travel advice through open-ended questionnaire responses. Thematic analysis revealed three key insights: (1) users value the pragmatic benefits of LLMs, such as efficiency, clarity, and confidence in decision-making, while also appreciating hedonic qualities, including inspiration, enjoyment, and authenticity; (2) …