Digital Commons Network^™

Generative Ai Adoption And Solvers' Popularity On Supply-Driven Crowdsourcing Platforms: The Dual Role Of Price Signals, Zimeng Zhu, Carol Hsu, Fiona Fui-Hoon Nah, Na Liu

Research Collection School Of Computing and Information Systems

Purpose – We investigate the effect of solvers’ adoption of Generative AI (GenAI) on their popularity in a supply-driven crowdsourcing platform. We also examine the impact of price signals as well as their heterogeneous impact based on the solvers’ membership duration on the platform. Design/methodology/approach – Our analysis focuses on solvers who adopt GenAI for design-related gigs on the supply-driven crowdsourcing platform. By combining propensity score matching (PSM) with multi-period difference-in-differences (DID), we examine how GenAI adoption impacts solvers’ popularity and how price signals affect this main effect. Findings – Our findings reveal that solvers who adopt GenAI tend to …

The Moderating Effect Of Digital Literacy On The Relationship Between Ai Interaction Quality And Consumer Emotional Engagement, Ali Thamer Ali Al-Ibadi

Journal of Economics and Administrative Sciences

As artificial Intelligence (AI) is having an increasing influence on the consumer-brand relationship, empirical evidence of the effects of AI-powered real-time communication on emotional brand engagement over time is scarce. Based on the Digital Emotional Brand Engagement (DEBE) model consisting of four outcome dimensions (Affective Engagement, Cognitive Engagement, Behavioral Engagement, Identification, and Emotional Attachment). The study proposes and empirically tests a model of four dimensions of AI interactions (Responsiveness and Availability, Personalization, Conversational Quality, Problem Resolution Efficiency). A descriptive-correlational quantitative design was adopted, and a sample of 400 consumers who had recently used AI-powered customer service was drawn. Multiple regression …

Leadership Technology Acceptance In Nonprofit Organizations, Nathan Ogle

Doctoral Dissertations and Projects

The lack of technology acceptance in substance use and recovery nonprofit organizations creates operational barriers and limits leaders’ ability to align mission, governance, service delivery, and sustainability with digital change. This qualitative, flexible design multiple case organization study examined leadership technology acceptance in California nonprofit substance use and recovery organizations and the effects on operational performance. Grounded in pragmatism and framed by adaptive leadership theory and the technology acceptance model, the study linked technology innovation, financial stability, governance, leadership barriers, and organizational life to technology acceptance, operational barriers, strategy, and leadership behaviors. Data came from interviews, surveys, field notes, and …

Interpretive Flexibility And The Social Construction Of Generative Ai In Education: A Scot Analysis, Elham Mousavidin, Sujin K. Horwitz

Southwestern Business Administration Journal

The rapid rise of generative artificial intelligence (GenAI) tools has intensified discussions about their role in education. This study uses the Social Construction of Technology (SCOT) framework to explore how educational stakeholders interpret GenAI and how these interpretations influence its development and adoption. Through an interpretive literature review of research published between 2021 and 2025, we examine stakeholder perspectives using SCOT constructs, including relevant social groups, interpretive flexibility, technological frames, and controversies. Results identify three main interpretive tensions shaping current debates: transformational force versus transactional tool, cognitive augmentation versus cognitive atrophy, and digital empowerment versus digital enslavement. These tensions show …

Current Research On The Use Of Ai In Higher Education, Jim A. Mccleskey

Southwestern Business Administration Journal

The rapid adoption of artificial intelligence (AI), particularly generative artificial intelligence (GenAI) tools such as ChatGPT, has introduced profound opportunities and challenges for higher education. This paper presents a thematic scholarly review of recent empirical studies, systematic reviews, and conceptual analyses examining AI’s impact on teaching, learning, assessment, and institutional practice. The literature highlights substantial benefits associated with AI use, including increased academic productivity, personalized and adaptive learning pathways, enhanced accessibility for diverse learners, and new opportunities for pedagogical innovation. At the same time, significant risks emerge related to cognitive offloading, erosion of critical thinking, academic integrity, blurred authorship, assessment …

Eliciting Information About Teacher Applicants Using Open-Ended Questions, Joseph Aguilar-Bohorquez, Dan Goldhaber, Cyrus Grout, Elton Mykerezi, Prayash Pathak, Aaron Sojourner

Upjohn Institute Working Papers

Employers commonly use open-ended questions in hiring, but usually responses aren’t recorded, and knowledge about the usefulness of such responses is limited. This study investigates properties of written responses to open-ended questions collected over many years via an application tracking platform that school districts use to hire teachers. We develop a scalable process to discover topics within the corpus of responses to each question and then to classify each response with respect to the topics while preserving interpretability and transparency. It adapts a traditional qualitative topic modeling approach, Inductive Thematic Analysis, to best combine the strengths of researcher judgment and …

A Philosophy Of Travel: Lonergan's Transcendental Method Applied To The Experience Of Not Belonging, Andrew Brei

San Jose - Lonergan Chair in Catholic Philosophy

Travel can be an exhausting thing, offering little time for reflection. Often, traveling involves a dizzying assortment of steps: we book flights, pack bags, find accommodations, and move through unfamiliar streets in search of “the sights.” Less often do we stop to ask what we are actually doing when we do this—what cognitive and existential work travel involves. This essay takes up that question by borrowing the structure of Bernard Lonergan’s transcendental method, the four-level account of human cognition and action that runs from experience through understanding and judgment to decision. Lonergan’s method is not a set of external rules …

Ai Slop In The Generative Ai Era: Uncovering Hidden Costs For Information Quality, Trust, And Human-Centered Systems, Blenda G. Mutuma

Communications of the IIMA

The rapid proliferation of generative AI tools has fundamentally altered the volume, velocity, and perceived quality of information produced across academic and professional settings (Bommasani et al., 2021; Stanford Institute for Human-Centered Artificial Intelligence [HAI], 2025). Yet this expansion has introduced a critical and underexamined threat to sustainable information ecosystems: what this paper formally terms AI slop ; defined as AI-generated content that achieves surface-level plausibility while offering limited substantive value, accuracy, or contextual depth. At scale, AI slop degrades information quality and erodes institutional trust (Bender et al., 2021; Weidinger et al., 2021). More critically, it generates what this …

Teaching Communication And Teamwork Under Pressure: An Experiential Activity Using Keep Talking And Nobody Explodes, Bryan L. Rogers, Cody Logan Chullen, Brian Waterwall

International Journal for Business Education

Background/Introduction/Purpose: The purpose of this paper is to present an experiential classroom activity designed to help students develop communication and teamwork skills under conditions of time pressure and information asymmetry.

Methods/Design: This paper presents a teaching activity rather than an empirical study; no research design, sample, instruments, or analytic procedures are reported. The paper describes and contextualizes an experiential learning activity using the cooperative video game Keep Talking and Nobody Explodes. Drawing on research in experiential learning, cooperative learning, and simulation-based instruction, the paper outlines learning objectives, materials, implementation procedures, observer roles, and structured debriefing strategies suitable for undergraduate and …

The Role Of Generative Ai In Secondary School Business Education: Insights From Teachers’ Perceptions, Leonard Busuttil, Emanuel Mizzi

International Journal for Business Education

Background/Introduction/Purpose: Generative artificial intelligence (GenAI) has entered classrooms more quickly than the evidence base needed to guide its use, and that evidence base remains concentrated in higher education. Comparatively little is known about secondary school business education, a curricular area that brings together accounting, business studies, economics, financial literacy, marketing, and retail, and in which teachers move between subjects whose epistemological and procedural demands differ considerably. Existing studies also tend to treat business education as a single homogeneous domain, or to examine one of its subjects in isolation. This study addresses that gap by examining how secondary school business education …

Developing A Deep Learning-Based Artificial Intelligence System For Detecting Scientific Misinformation On Digital Platforms, Shorouq Al-Awawdeh, Ayah Al- Jafari

Middle East Journal of Communication Studies

Objectives: This study develops and evaluates an Arabic scientific misinformation detection system by fine-tuning AraBERT-base-v2. It examines the effects of early stopping and input sequence length on model performance, interprets selected linguistic characteristics associated with misleading content, and discusses the limitations of using machine-translated data.

Methodology: The study adopted a mixed-methods design, employing a systematic integration of quantitative and qualitative approaches, supported by an interpretive qualitative reading. The initial database consisted of 23,546 records, including 123 Arabic articles collected from the Akeed, Sheek, and Taqeen platforms, and 23,423 foreign-language records drawn from the GossipCop and PolitiFact collections within FakeNewsNet. After …

Designing Classifact: Towards A Transparent And Secure Platform For Stakeholder-In-The-Loop Data Annotation, Philippine Waisvisz

Communications of the IIMA

AI systems depend on human judgment, yet many annotation workflows are either designed for data-science specialists or managed through external commercial platforms. The first approach may demand more technical skills than relevant stakeholders possess. The second can require organizations to transfer data, expertise, and governance to an outside provider. Both can limit the involvement of people who understand what data means in its real-world context. Human-in-the-loop approaches introduce human judgment. Stakeholder-in-the-loop annotation focuses on selecting and organizing people whose contextual knowledge fits the AI application.

This paper presents Classifact, a transparent and secure platform for stakeholder-in-the-loop data annotation and validation. …

Hajj Pilgrimage And Spatial Behaviour In Sacred Space, Zuhriddin Juraev, Young-Jin Ahn, Ji-Yeong Gu

International Journal of Religious Tourism and Pilgrimage

This study examines the behavioural and spatial dynamics of the Hajj pilgrimage through the conceptual lens of behavioural geography, focusing on how sacred space, ritual choreography, and communal experiences shape religious engagement. Centred on the Kaaba and surrounding pilgrimage sites, this study explores how ritual practices such as Tawaf, Sa’i, and standing at Arafat construct immersive and affective experiences for pilgrims. Drawing on an interpretive analysis of visual and textual sources, the study argues that sacred space operates not only as a physical setting but also as a symbolic framework that mediates spiritual transformation and social cohesion. It also highlights …

The Reasons And Motivations For Unsafe Pilgrimage During Covid-19: Analysis Of Shiite Experiences Of Pilgrimage In The Last Days Of Safar In Iran, Hamdollah Sojasi Qeidari, Fahimeh Jafari

International Journal of Religious Tourism and Pilgrimage

Unsafe pilgrimage is defined a religious journey that may have life risks. From the outbreak of COVID-19, for instance, many people were infected and died, but despite the severe conditions all over the world including Iran, one of the most famous and biggest pilgrimage events was held in Mashhad, Iran. This study tries to explore the causes and motivations of unsafe pilgrimage over the period when COVID-19 was a threat. To do the research, ethnographic method for collecting the data and Colaizzi’s interpretive phenomenological method for analysing the experience of 38 pilgrims doing foot-pilgrimage were used. The results show that …

Ai-Supported Analysis Of Jury Deliberation Impact Factors, Jennifer Siciliani Phd

Generative AI Teaching Activities

Students conduct a controlled, two-run generative AI jury simulation to examine how a single socio-legal variable affects simulated jury deliberation. They compare and manually code the AI-generated outcomes against peer-reviewed human jury research to evaluate the model’s accuracy, limitations, and potential biases.

Technological Appropriation As A Strategic Policy In Smes: Building Anticipatory Capabilities For Digital Transformation, Hernán Cornejo

Journal of Global Business Insights

Abstract: Technological appropriation has become a critical strategic issue for small and medium-sized enterprises (SMEs) undergoing digital transformation. While many SMEs adopt digital tools to address immediate operational needs, fewer succeed in embedding them into organizational routines, strategic decision-making, and long-term adaptation. This study examines technological appropriation as a key mechanism through which SMEs convert digital adoption into strategic organizational capability. Drawing on the literature on technological appropriation, dynamic capabilities, and strategic foresight, the paper proposes and empirically tests an integrated model. A mixed-methods design was employed, combining a survey of 198 SMEs from Argentina, Chile, and Colombia with 15 …

The Influence Of Budgeting And Financial Reporting On Financial Accountability In Religious Organisations: Evidence From Selected Churches In Tanzania, Plasidi Marcel Bayno, Helena Thomas Haule

Business Management Review

Budgeting processes and financial reporting are widely recognised mechanisms for enhancing financial accountability, yet empirical evidence on how these mechanisms influence financial accountability within faith-based non-profit organisations remains limited. Guided by Stewardship Theory and Stakeholder Theory, this study examines the influence of budgeting processes and financial reporting on financial accountability in religious organisations. Using a deductive approach, empirical data were collected from 173 Catholic and Lutheran parishes in Dar es Salaam, Tanzania, yielding a total of 471 valid responses aggregated at the parish level for analysis using Partial Least Square Equation Modeling (PLS-SEM). The findings reveal that both budgeting processes …

Do Dynamic Capabilities Moderate The Effect Of Managerial Attitudes On E-Marketing Adoption? Evidence From Small And Medium Tourism Enterprises In Zanzibar, Hilal Maabad Ame, Omari Khalifa Mbura, Amani Gration Tegambwage

Business Management Review

This study examines the influence of managerial attitudes and dynamic capabilities on e-marketing adoption among Small and Medium Tourism Enterprises (SMTEs) in Zanzibar. Grounded in the Decomposed Theory of Planned Behaviour (DTPB) and Dynamic Capabilities Theory (DCT), the study tests the effects of perceived ease of use, perceived usefulness, compatibility, and perceived security on e-marketing adoption, with dynamic capabilities examined as a moderating factor. Data were collected from 216 SMTEs operating in the Urban and South Regions of Zanzibar and analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results indicate that perceived ease of use and perceived security …

Moralized Indulgence In The Age Of Inflation: How “Better-For-You” Dessert Brands Reframe Pleasure As Self-Care, Dariya Savrukova

Honors College Theses

In the modern U.S. food landscape, the line between indulgence and wellness has nearly disappeared. The booming “better-for-you” dessert industry, owned primarily by multinational giants such as Mondelēz International, PepsiCo, and Mars Inc., reframes high-sugar, high-calorie treats as acts of self-discipline or self-care. This phenomenon is often referred to as “healthwashing” (Tufts Health & Nutrition Letter, 2022), when through verbal and visual language, these companies transform indulgence into moral consumption, inviting consumers to feel virtuous through consumption. Many consumers crave stability and health, but navigate an environment saturated with manipulative design and ambiguous claims. “Better-for-you” branding exploits this gap by …

"Why Do Students Save Less?” A Study Of The Determinants Of Saving Intentions And Behaviours Among Undergraduate Students, Rna Hamza Ahmed Eissa, Chi Hau Tan, Ben Hou

International Journal of Management, Finance and Accounting

Despite the issue of low savings being a serious concern, limited research has been conducted on students’ saving behaviour in Malaysia, especially when it comes to private universities. This research focuses on examining factors that affect saving behaviour among undergraduate students at a private university in Malaysia, in reference to the Theory of Planned Behaviour. A mixed-method design was applied. Quantitative research was conducted, in which 122 valid responses were collected via an online survey and analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM). In addition, qualitative research with 11 respondents was conducted, and the data were analysed using …

Understanding Trust As A Mediating Mechanism In Ai-Based Medical Tools And Clinical Decision Processes, Shanthi Isparan, Seow Ai Na, Chang Jing Jing, Hew Jun Jie

International Journal of Management, Finance and Accounting

The growing integration of artificial intelligence (AI) in healthcare has transformed clinical decision-making. Nevertheless, doctors’ engagement with AI-based tools remains hindered, particularly due to trust-related concerns. The purpose of this study is to examine the factors influencing doctors’ engagement with AI-based medical tools, with a focus on the mediating role of trust within the Unified Theory of Acceptance and Use of Technology (UTAUT). Data were collected from 197 doctors in Selangor and Kuala Lumpur through a structured survey and analysed using Partial Least Squares Structural Equation Modelling (PLS-SEM) with SmartPLS 4 software. The findings reveal that performance expectancy, effort expectancy, …

The Impact Of Mobile Financial Inclusion On The Performance Of Savings And Credit Cooperative Societies (Saccos) In Tanzania, Penina Benjamin Waryoba

Business Management Review

This study examined the influence of Mobile Financial Inclusion (MFI) on the Performance of SACCOs business (PSB) in Dar es Salaam, Tanzania. Through the Resource-Based View (RBV), the study assessed how the ability to save money (SM), transfer money (TM), and access to financial information Access (FIA) shape PSB as guided by the Theory of Planned Behavior (TPB). The data were collected from 226 SACCOs using mail survey self-administered questionnaires, and analyzed using Structural Equation Modeling (SEM) in Smart-PLS. The findings reveal that all three independent variables SM, TM, and FIA positively and significantly, enhanced PSB. The results further show …

The Influence Of Managerial Attitudes And Dynamic Capabilities On E-Marketing Adoption Among Small And Medium Tourism Enterprises, Hilal Maabad Ame, Omari Khalifa Mbura, Amani Gration Tegambwage

Arab Economic and Business Journal

This study examines how managerial attitudes and dynamic capabilities shape e-marketing adoption among Small and Medium Tourism Enterprises (SMTEs) in Zanzibar, using PLS-SEM on survey data from 216 SMTEs in the Urban-West and South Regions. Drawing on the Decomposed Theory of Planned Behaviour and Dynamic Capabilities Theory, the study finds that perceived ease of use and perceived security significantly increase adoption, while perceived usefulness and compatibility significantly decrease it suggesting that recognising a technology's value is insufficient without the operational capacity to act on it. Supporting this, dynamic capabilities significantly strengthen the usefulness–adoption and compatibility–adoption relationships, but show no moderating …

Political Linguistics And Epistemic Agency: Universal Write Publications And The Defense Of Global Black Knowledge, Ayo Sekai

Wagadu: A Journal of Transnational Women's & Gender Studies

As linguistic erasure intensifies across the African world, the preservation of African-centered knowledge systems has become both a scholarly and political imperative. This article examines the relationship between linguistic imperialism, epistemic agency, and scholarly sovereignty through the intellectual trajectory of Dr. Ayo Sekai, political linguist and founder of Universal Write Publications (UWP), a Black woman–owned academic press dedicated to culturally grounded scholarship. Expanding traditional understandings of linguistic imperialism, Dr. Sekai advances political linguistics beyond structural language dominance to examine who holds linguistic power and how that power operates through dog whistle politics, signaling terms, and policy language code—discursive patterns embedded …

Anatomiya Ng Karinderya: An Exploration On The Reflected Filipino Cultural Values On The Visual Identity Of Carinderias In Cavite, Dan Gabriel V. Bagadiong, Ellaine Marie L. De Castro, Miriam Joan C. Generoso, Ej Jimenez, Fernando R. Lacson

DLSU Arts Congress Conference Proceedings

This study explored Filipino cultural values reflected in the visual identity of carinderias and examined their sociocultural and psychological significance within Filipino society. Known for serving lutong bahay (home-cooked meals), carinderias have long been embedded in Filipino culture, embodying values such as bayanihan (community spirit), kapwa (shared identity), and resilience while fostering community connections through food. Grounded in the framework of Pantayong Pananaw, the study investigated how these cultural and psychological values shape the identity and perception of carinderias. Focusing on selected small carinderias in Cavite, the research analyzed their cultural relevance, visual identity, and sociopsychological dimensions. Findings revealed …

A Philosophy Of Communication Response To Bullying In Corporate America, Chris A. Phillips Dr.

Electronic Theses and Dissertations

This philosophy of communication response to bullying in corporate America follows the structure of posing research questions, synthesizing relevant literature, and offering advice to practitioners. It invites the reader to have hope in continuing the conversation through a constructive hermeneutic approach to the problem. By building on literature in oppression, silencing, bullying, incivility, and communication ethics, this dissertation reveals how (rhetoric) and why (philosophy) the problem occurs in corporate America today. This dissertation offers a new angle to an old problem, or, a rhetoric and philosophy of bullying. It responds to the following questions:

RQ 1: As a destructive communication …

Centering Community Voices To Address Healthcare Inequities In Underserved Utah Populations, Karishma Shah, Jazmine Abril, May Shaaban, Silvia Soule, Sonia Sehgal, Rawad Farhat, Jeannette Villalta, Oreta Tupola, Valentine Mukundente, Cathy Wolfsfeld, Ivana Holiday, Walter Watchman, Carrie Olvera, Lauren Gleave, Kamaile Tripp, Alexander Sperber, Rita Osborn

Patient Experience Journal

Persistent disparities in health outcomes across the United States are often driven by systemic inequities and social determinants of health. In Utah, these inequities are particularly pronounced among racially, ethnically, and geographically underserved populations. Community healthcare workers (CHWs) who share lived experiences with these communities are uniquely positioned to bridge the gap between patients and a fragmented healthcare system. This study aimed to explore how underserved communities in Utah perceive and interact with the healthcare system, centering their lived experiences to inform more equitable care models. We conducted eight focus groups with 73 participants from six medically underserved communities: African …

Caring But Still Hurting: Uninsured Patients' Illness And Healthcare Experiences At A U.S. Free Clinic, Danaya Amornnimit, Eda G. Christensen, Adelaida Salmeron, Kian Robison, Sofia Ampudia Arroyo, Jessica Benelli, Brenda Spearman, Akiko Kamimura

Patient Experience Journal

While free clinics provide essential healthcare to socioeconomically disadvantaged populations, patients' lived experiences in these settings remain underexplored. This qualitative study examined how uninsured patients at a U.S.-based free clinic perceive their illness experiences and interactions with healthcare providers. From October to December 2024, semi-structured interviews were conducted with 21 adult patients (ages 18–72; M = 49.14), most of whom were non–U.S.-born and primarily Spanish-speaking. Participants described illness as entangled with emotional distress, social isolation, stigma, and disruptions to identity and family roles—revealing a psychological burden that extends beyond physical symptoms. These findings highlight the need to integrate psychosocial and …

Foundations Of Project Management, Michael Daniel Sherwin

Open Education Materials

This book aims to equip readers with practical tools and strategies for managing people, resources, and tasks effectively. We include examples, case studies, references, and tools and templates. We encourage you to explore references and videos to deepen your understanding of project management. It is designed for everyone, not just those individuals seeking to be project managers. Whether you are supporting or leading projects, this course will provide a foundation for developing the skills needed to drive results within an organization.

Course: GRBU 638

Creative Commons Attribution

Bikolearn: Enhancing Bicol Language Proficiency Among Heritage Learners, Nathalie T. Lim-Cheng, Mark E. Abergos, Joshua H. Baccaro, Edward E. Tab, Christian A. Dela Peña

DLSU Arts Congress Conference Proceedings

Heritage learners are individuals with cultural ties to a language but also who lack proficiency in them, therefore often struggling to maintain their linguistic heritage. This is a common challenge for Filipino Bicol Language learners, especially those who grew up outside the region. This paper presents BikoLearn, a new web application designed to help heritage learners acquire the Bikol Language starting at the A1 beginner level. The application, which is designed first for mobile phones, mixes gamification features with relevant cultural content to make learning accessible. Through formatted lessons, interactive quizzes, and progress tracking presented in a gamified format, BikoLearn …