Digital Commons Network^™

The Development Of A Convenient And Consistent Methodology For Flight Proficiency To Certify Multi-Rotor Uas Pilots For State Departments Of Transportation, Colin H. Dees, Joseph M. Burgett

The Professional Constructor

To fly an unmanned aircraft system (UAS), commonly referred to as a “drone,” the Federal Aviation Administration (FAA) requires pilots to pass a knowledge test. There is no requirement at the state or federal level for drone operators to demonstrate the ability to operate a UAS. The National Institute of Science and Technology (NIST) has created an exam for public and private entities to assess basic UAS flight proficiency. It is the only nationally recognized flight proficiency protocol. NIST does not provide a scoring recommendation and leaves it to the user to determine the minimum criteria to pass. There is …

Leadership Studies In The Master Of Divinity (M.Div.) Curricula Of The Southern Baptist Convention (Sbc) Seminaries, Todd Stinnett

Dissertations

This dissertation chronicles the pursuit of an answer to the following question: In what ways have Southern Baptist Conventions (SBC) seminaries incorporated leadership studies into the curricula of their Master of Divinity (M.Div.) programs? This dissertation is a qualitative, multi-site case study that utilized a descriptive method of research. The research also utilized a qualitative interview that asked seminary administrators about their understanding of leadership studies and the place of those studies in the leadership courses that each seminary provided. One administrator from each of the six SBC seminaries was interviewed for this research. Content analysis was used to discover …

Bare Bones Creamery/Ice Cream, Hanna Pope, Mason Dexter, Stephen Parker, Evan Trumpower, Logan Miller

Williams Honors College, Honors Research Projects

Essentially, our project focuses on the fictional company, “Bare Bones Creamery.” Bare Bones Creamery is a company that sells all natural, affordable, no nonsense ice cream targeted towards people between the ages of 18 to 40. Our main goal is to document the process to grow and scale this company to 100 employees in about 10 years. Outside of this, we’ll also develop different departments of the company including finance, accounting, supply chain, IT/ data analytics, human resources, legal, sales, and marketing. Each department will grow with the company and will become more detailed as time progresses. Certain variables such …

Cross-Cultural Communication Challenges In Multicultural Hospitality Teams: A Case Study Of The Arlington Hotel, Dublin, Lorrana Rosendo Da Silva

Business ETD Collections

This study investigates intercultural communication challenges within multicultural teams in the hospitality sector in Dublin, focusing on how linguistic barriers, cultural expectations and the dynamics of subgroups influence staff collaboration and day-to-day coordination. The research employs a qualitative case study at the Arlington Hotel, utilizing four semi-structured interviews—two with managers and two with employees—analyzed using thematic analysis. The findings indicate that, particularly during periods of high operational pressure, differences in English proficiency and understanding of accents can affect the clarity of instructions and the confidence to seek clarification. Furthermore, subgroups based on language or nationalities were described as useful in …

Adapting International Marketing Strategies To Local Markets: A Case Study Of Zambrero In Ireland, Júlia Megale Freitas Pimenta

Business ETD Collections

As companies expand into increasingly globalised markets, they face the strategic challenge of balancing global standardisation with responsiveness to local market needs. This study examines how the balance between standardisation and local adaptation influences customer perception in the international fast-casual food sector. While standardisation can provide economies of scale, operational efficiency, and consistency in global brand identity, adaptation allows companies to respond to differences in consumer preferences, cultural expectations, and competitive conditions. Drawing on international marketing and branding literature, the study considers how these strategies influence perceptions of brand identity, authenticity, value, and customer loyalty across different national markets. Particular …

Responsible People Analytics For Remote-Work Decisions: A Machine-Learning Benchmark For Classifying Perceived Productivity, Ruth Menjivar, Nima Molavi, Narges Mashhadi Nejad

Journal of International Technology and Information Management

This study examines whether employee-perception survey data can support responsible people-analytics decisions about remote-work productivity. Using the public New South Wales (NSW) Remote Working Survey 2021 (N=1,512), the study benchmarks statistical and machine-learning classifiers for self-reported perceived productivity classes (same, less, or more productive when working remotely relative to onsite work), not objective output, under default, class-weighted, and resampling protocols. Main evidence comes from 5×5 repeated stratified cross-validation using macro F1 and balanced accuracy with fixed model specifications. Class-balanced separability is modest. Random Forest, CatBoost, and LightGBM form a leading cluster with overlapping confidence intervals (macro F1 ≈0.51–0.52). Affective/well-being items, …

Corporations’ First Amendment Rights And Algorithmic Cocoons, Sol Murgui Orsucci

Fordham Journal of Corporate & Financial Law

This Note examines how corporate First Amendment doctrine applies to algorithmic systems that curate commercial information and public discourse across online platforms. Courts have increasingly treated ranking, recommendation, and moderation practices as exercises of protected editorial judgment. At the same time, the Court has justified protection for corporate speech in part by reference to listener-centered interests in access to information and competitive comparison. This Note argues that the interaction between these doctrinal strands and contemporary algorithmic intermediation reveals a structural tension. Data-driven optimization can generate individualized informational environments—what this Note terms “algorithmic cocoons”—in which users encounter content, offers, and prices …

The Attention Safeguard Models: Governing Digital Harm Without Restricting Lawful Speech, Delante Clark

Graduate Scholarship and Creative Works

Digital platforms increasingly govern contemporary social, civic, and psychological life through systems optimized for attention capture, amplification, and monetization. While lawful expression remains protected under the First Amendment, the infrastructural mechanisms that determine how speech circulates have produced a range of attention‑based harms, including cyberbullying, engagement farming, compulsive doom scrolling, emotional dysregulation, and civic polarization. This research paper introduces the Attentional Safeguards Model (ASM), coined and formalized by Delante Clark, as a novel governance framework that mitigates such harms by regulating systems of amplification rather than restricting expression itself. Building on attention economy theory, technological mediation, constitutional free‑speech doctrine, …

Evaluation And Advancement Of The Students’ Artificial Intelligence Literacy Through Toolkit-Based Teaching Instruction In Fashion Merchandising Education, Xun (Catherine) Sun, Jia Wu, Li Zhao

Faculty Publications - Family and Consumer Sciences

With the rapid adoption of AI in fashion merchandising, there is an increasing need for students to develop AI literacy to meet evolving industry demands. However, higher education faces challenges due to limited discipline-specific pedagogical practices, insufficient student training, and a lack of AI-integrated curricula. Grounded in Bloom's Taxonomy Revisited and IDEO's 3I design thinking framework, this study introduces the #AIforfashionedu toolkit–a how-to-guide toolkit comprising AI-integrated learning activities. These activities were qualitatively implemented in three fashion merchandising-related courses at U.S. institutions. A total of 195 student reflection papers were collected, analysed, and evaluated using a thematic analysis approach. The findings …

A Strategic Analysis Of Project Learn Of Summit County, Alex Kennedy, Tyler Hutchinson, Haley Guest, Zach D. Thomas, Lizzie Sisler

Williams Honors College, Honors Research Projects

Our group is working with Project Learn of Summit County, a GED and ESL assistance program located in the Akron Public Library. Our group will be performing a strategic analysis and providing them with a strategic plan, to be presented to them at the end of the term. We aim to increase awareness for the program, point out areas of growth, and increase functionality.

Project Learn Strategic Analysis Project, Isabel Ladaika, Kalpana Ghimire, Noah Johnson, Caleb Keiper

Williams Honors College, Honors Research Projects

This honors project involves working in a team to conduct a comprehensive strategic analysis of Project Learn of Summit County. We will evaluate the organization’s external environment (such as industry trends, competition, and community factors) and internal operations (including strengths, weaknesses, resources, and capabilities). Using strategic management frameworks, as a team we will develop actionable recommendations to strengthen the organizations marketing, financial sustainability, and community outreach efforts. Throughout the semester, we will engage directly with the client organization to gather data and insights that inform our analysis. Final deliverables include a formal written strategic analysis paper and a professional presentation …

Mental And Physical Humanlikeness In Artificial Intelligence Influencers: Effects On Humanness, Eeriness, And Consumer Responses, Terry Kim Ph.D., Hyunjoo Im

Faculty Publications

Artificial intelligence (AI) influencers, nonhuman characters powered by AI, have garnered a significant following on social media in recent years. Through two between-subjects online experiments (n = 957), this study investigates the impact of AI influencers' appearance realism and self-disclosure on consumer perceptions (humanness and eeriness) and their downstream responses (intention to self-disclose, intention to follow the advice, and brand attitude). Drawing from anthropomorphism and theory of mind, this study emphasizes the distinction of two dimensions of AI influencers' humanlikeness (physical and mental) which differently affect the humanness and eeriness of the AI influencer. Results indicate that the AI …

Proof Of Recovery: A Model To Enhance Data Integrity In Data Management Systems, Gustaf Barkstrom

Theses and Dissertations

Businesses lose millions of dollars every year when they can’t restore data from backups. Research shows that Disaster Recovery Plan (DRP) testing is not conducted frequently enough, nor are records maintained that demonstrate full data recovery from backups. This work introduces a design science artifact called PRTOK that aims to increase DRP testing. The design science artifact is a software solution that integrates with Data Management Systems (DMS)

such as iRODS and DSpace, and can work with formats such as HDF5 and BagIt. Proof-of- recovery records, or tokens, are recorded in a replicated, resilient, and indelible proof-of- authority blockchain data …

An Examination Of The Determinants Of Audit Quality: Implications From Firms Listed In Us Stock Markets, Abdelrahman Naser Elmaria

Theses and Dissertations

The purpose of this thesis is to examine the effect of several audit determinants, namely audit tenure, non-audit to audit fees ratio, auditing firm size, and firm size, impact on audit quality. This thesis extends the existing literature on audit determinants effect on audit quality using a Generalized Linear Model, (GLM) regression with robust estimation by analyzing a sample of 446 companies from the USA in the manufacture and service sectors. This is conducted through a series of diagnostic tests to identify an appropriate regression model. Such tests include testing and checking of baseline regression models to check for multicollinearity, …

Enhancing Hospital Length Of Stay Using Ai Agent Modular Capabilities, Dami Fred

Theses and Dissertations

Hospital Length of Stay (LOS) analysis is essential for managing hospital efficiency and financial performance, yet the analytical depth required remains inaccessible to many organizations due to technical and resource constraints. This thesis introduces the AI Agent Modular Capabilities (AIAM) framework, which decomposes LOS analysis into discrete, codifiable capabilities integrated into a single skill activatable with one prompt. Seven AI Agent Modular Capabilities were developed using a Work Breakdown Structure and tested against a simulated hospital scenario across three successive skill versions. Results demonstrate that the packaged AIAM skill produces comprehensive, consistent, multi-section LOS analyses from a single interaction, outperforming …

Data Utilization In Facilities’ Performance Management Decision- Making At U.S. Four-Year Public Institutions: A Cross-Sectional Exploratory Study, Tanaporn Supanichrattana

Theses and Dissertations

The growing complexity of higher education finance, aging infrastructure, and rising accountability expectations has intensified demands on facilities organizations to manage institutional assets strategically. As colleges and universities face sustained fiscal constraints and expanding operational pressures, the ability of facilities leaders to use data to inform performance management has become increasingly critical. Despite this importance, limited empirical research has examined how facilities leaders integrate data into decision-making within public higher education contexts.

The quantitative study employed a cross-sectional, exploratory survey design to investigate data utilization practices among facilities leaders at U.S. public four-year institutions. Guided by the Data–Information–Knowledge–Wisdom hierarchy and …

Metaverse And Artificial Intelligence As Web 4.0: The Next Generation Of The Internet, Anton Klarin, Elena Gorenskaia, Qijie Xiao, Pi-Shen Seet

Research outputs 2022 to 2026

This study utilizes systems thinking to explore and entwine an evolving metaverse scholarship to a relatively underexplored phenomenon of Web 4.0. We adopt a soft systems thinking framework to guide the interpretation of complex and evolving metaverse scholarship, using bibliometric mapping of 5587 publications sourced from Scopus. Using systems thinking, we synthesize these clusters into the following four thematic areas: (i) business and society implications, (ii) optimization, (iii) integration with other technologies and (iv) metaverse education. Drawing on the largest-to-date review of the metaverse as well as a systematic review of Web 4.0 literature, we propose a novel conceptualization of …

Customer Participation In Service Recovery: Accounting For The Role Of Customers’ Perceived Control And Empowerment In Hotel Services, Aron O'Cass, Shahin Sharifi, Vida Siahtiri, Atefeh Saniee

Research outputs 2022 to 2026

Customer participation in service recovery is common, yet little is known about how different participation roles shape recovery evaluations. This gap is especially salient in hotels, where recovery often unfolds under time pressure and heightened emotions. We conceptualize participatory service recovery as involving two distinct customer roles: solution identification and solution implementation. Across three studies, we examine how these roles shape recovery satisfaction and whether perceived control and psychological empowerment help shape these effects. Study 1 uses the critical incident technique to identify role-specific participation behaviours and customers' interpretations of their recovery involvement. Studies 2 and 3 use scenario-based experiments …

Environmental, Social And Governance (Esg) Drivers Of Sustainability Transitions In Sub-Saharan Africa: Why One Size Does Not Fit All, Emmanuel Kwaku Manu, Bismark Asante, Gabriel Eweje

Research outputs 2022 to 2026

Despite growing emphasis on sustainability transitions in developing economies, evidence remains limited on how environmental, social and governance (ESG) conditions shape sustainability outcomes in sub-Saharan Africa (SSA). This study examines the environmental, social and governance drivers of sustainability transition performance across 39 SSA countries over the period 2000–2023. A composite sustainability transition performance index (STPI), constructed from renewable energy consumption and reverse-coded energy intensity indicators, is used to capture transition performance. A multi-method panel framework is employed to examine direct, conditional, nonlinear and dynamic relationships. The findings show that environmental pressures, particularly carbon intensity and energy use, consistently weaken sustainability …

Role Of Ethical Principles And Ai Characteristics In Shaping Generative Ai Use In Higher Education And Its Impact On Academic Performance, Mostafa Al-Emran, Mohammed A. Al-Sharafi, Behzad Foroughi, Noor Al-Qaysi, Nelson K.Y. Leung, Zaher Mundher Yaseen, Nor’Ashikin Ali

Research outputs 2022 to 2026

The rapid integration of Generative AI in higher education has transformed teaching and learning, yet limited research explores the factors driving its adoption and impact on academic performance. This study addresses the gap in understanding how ethical principles (fairness, accountability, transparency, accuracy, autonomy) and AI characteristics (perceived anthropomorphism, perceived intelligence) influence students’ use of Generative AI tools and their subsequent academic outcomes. The research aims to develop and test a theoretical model that integrates these factors to explain Generative AI adoption and its effect on perceived academic performance among university students. Data were collected through surveys from 318 students and …

The Justice–Empowerment Nexus: Pathways To Inclusive And Sustainable Tourism Development, Raymond Rastegar, Siamak Seyfi, Mostafa Rassolimanesh

Research outputs 2022 to 2026

As the pursuit of sustainability increasingly calls for social inclusion and equity, this study examines how social justice shapes community empowerment in tourism destinations. Although justice is central to sustainable development discourse, limited empirical understanding exists of how its dimensions collectively influence empowerment. Focusing on the tourism across three major tourism destinations, Australia, the UK, and the USA, the research examines the relationships between recognition, procedural, and distributive justice and different dimensions of community empowerment including psychological, social, economic and political empowerment. Utilizing a quantitative approach and guided by equity and social justice theories, the study employs partial least squares …

Tourism Low-Carbon Decision-Making Through The Avoid–Shift–Improve Framework, Pezhman Hatamifar, Arghavan Hadinejad, Jalayer Khalilzadeh, Kourosh Esfandiar, S. Mostafa Rasoolimanesh

Research outputs 2022 to 2026

Using the Avoid–Shift–Improve framework, this study examines how demographic factors and psychological, behavioral, and attitudinal drivers are associated with tourists’ low-carbon decision-making across mobility, consumption, and accommodation. Survey data were collected from 416 young Finnish travelers, and analyzed using correlation tests, repeated-measures ANOVA, and cluster segmentation to examine cross-domain and cross-strategy variation. Findings show that demographic factors have limited influence, whereas psychological, behavioral, and attitudinal drivers motivate sustainable choices. Shift dominant mobility decision-making, Avoid emergence in consumption, and Improve are most common in accommodation. Three adopter groups are identified as strong, moderate, and weak, reflecting different levels of engagement. Theoretically, …

Advancing Sustainable Tourism Behavioural Research: A Metacognitive Perspective, Arghavan Hadinejad, Kourosh Esfandiar, Liubov Skavronskaya

Research outputs 2022 to 2026

The current scholarly inquiry on sustainable tourism behaviour research predominantly relies on cognitive behavioural approaches, particularly exemplified by the widespread application of the theory of planned behaviour among other theories. Given recent advancements in psychology underscoring the necessity to expand beyond conventional cognitive frameworks, the current research aims to integrate metacognitive perspectives in sustainable tourism behaviour scholarship. This perspective explores the reflective awareness and control individuals exert over their cognitive processes which can uncover nuanced factors shaping sustainable tourism behaviour that may be overlooked in traditional cognitive models. Using a critical review approach, this research proposes the adoption of alternative …

Navigating The Deep Features Of Change: A Dynamic Approach For Skill Development In The Construction Industry, Keyao Li, Mark A. Griffin, Heap Yih Chong

Research outputs 2022 to 2026

Purpose: Digitalisation promises new levels of productivity and efficiency in construction but requires a well-equipped, skilled workforce to meet future demands. Beyond attracting skilled workers, the industry must understand future skill requirements. This study addresses this need by developing a skill framework that defines key skill levels and patterns in response to evolving demands. Design/methodology/approach: A mixed-methods approach with three consecutive analyses was adopted. First, a theoretical analysis developed a conceptual framework based on work and role performance theories. Second, a scoping review and descriptive analyses provided quantitative insights into the skills covered in current literature. Finally, identified skill groups …

Artificial Intelligence Agents And Agentic Systems In Hospitality And Tourism: Challenges, Opportunities And Research Agenda, Yogesh K. Dwivedi, Mohamed Youssef Ibrahim Helal, Ibrahim A. Elgendy, Mousa Ahmed Albashrawi, Laurie Hughes, Mazen Shawosh, Vincent Dutot, Il Jeon

Research outputs 2022 to 2026

Purpose: Artificial intelligence (AI) agents and agentic systems have the potential to transform the tourism and hospitality (T&H) industry by automating existing processes and improving operational efficiency. This viewpoint paper aims to explore and analyze the potential opportunities and challenges, and establish a comprehensive research agenda for developing AI agents and agentic systems within the T&H industry. Design/methodology/approach: This article comprehensively analyzes current literature, user sentiment analysis and market trends assessment on AI agents and agentic systems. It identifies critical areas where these technologies can transform the T&H industries, providing valuable insights into this emerging field and its potential for …

Persistence Of Contested Value Cocreation Practices, Kim Feddema, Kaisa Koskela-Huotari, Paul Harrigan

Research outputs 2022 to 2026

The climate crisis and other global challenges make it clear that not only are new value cocreation practices (VCPs) needed, but some current VCPs must be discontinued. Prior service literature assumes that VCPs can be disrupted by reforming the institutions that govern them. However, empirical observations show that VCPs may persist even when targeted by institutional work, and recent organizational research points to contested practices that continue to be enacted even when challenged or criticized. To understand this phenomenon in value cocreation, we conducted an embedded case study of exotic pet-keeping—a set of VCPs that continue despite intervention efforts. Our …

The Role Of Extra-/Co-Curricular Activities And Work On Law Graduates’ Initial Employment Outcomes, Denise Jackson, Craig Cameron

Research outputs 2022 to 2026

Developing student employability is a strategic priority for higher education institutions and is often measured by transition to initial employment. Extra-/co-curricular activities, in addition to in-curriculum programs, can develop different aspects of student employability, supporting students in securing and transitioning to work post-graduation. This study examines the perspectives of 7000 graduates of Australian law degrees on their engagement in, and the value gained from, extra-/co-curricular, employability-building activities and paid employment during their studies between 2020 and 2023. The results indicated declining overall participation in extra-/co-curricular activities over the four-year period, and relatively greater engagement among female, younger, international and/or students …

Gastronomy Tourism Destinations: Developing A Scale To Measure Tourists’ Perceived Attributes, Ganghua Chen, Jingmei Xu, Songshan (Sam) Huang

Research outputs 2022 to 2026

Purpose: This study emphasizes the growing significance of destination attributes in shaping the experiences and behaviours of gastronomy and culinary tourists. Understanding both core and complementary attributes of a gastronomy tourism destination is crucial for its sustainable development. However, there is a lack of a reliable measurement for tourists’ perceived attributes of gastronomy tourism destinations (PAGTD). Therefore, the purpose of this study is to develop a scale to measure tourists’ PAGTD. Design/methodology/approach: The study systematically followed the scale development and validation process, using three samples (Sample 1, n = 200; Sample 2, n = 204; and Sample 3, n = …

Blending Minds, Balancing Goals: Tmt Heterogeneity And Sustainable-Innovation In Family Firms, Mahdi Vesal, Muhammad Aftab Alam, Mohammad H. Rahmati

Research outputs 2022 to 2026

Family firms often prioritize profitability and growth, but balancing these with environmental sustainability is challenging. While TMT heterogeneity shapes various performance outcomes, its role in addressing the profitability–environmental sustainability dilemma in family firms remains unclear. Building on the upper echelons theory, we investigate how TMT heterogeneity drives the simultaneous pursuit of financial and environmental performance, which we refer to as hybrid financial–environmental performance, through sustainable-innovation practices. Additionally, we examine how family-firm governance mechanisms influence these relationships. Analyzing data from two matched samples of CEOs and senior production managers of Australian family firms, we find not only that TMT heterogeneity enhances …

A Critical Review Of The Theory Of Planned Behaviour In Tourism Research, Kourosh Esfandiar, Arghavan Hadinejad

Research outputs 2022 to 2026

The Theory of Planned Behaviour (TPB) has received considerable attention across various academic disciplines and remains one of the most widely applied–yet increasingly critiqued–theoretical frameworks in tourism research. Despite its widespread use, there is a notable lack of critical reflection on its adequacy in capturing the complexity of tourist behaviour and a limited exploration of alternative theoretical pathways. This paper addresses this gap by critically evaluating the appropriateness and limitations of the TPB in tourism research. Special attention is given to the Theory of Reasoned Goal Pursuit (TRGP), a recent extension of the TPB, alongside complementary frameworks from parent disciplines …