Digital Commons Network^™

Recursive Artificial Intelligence Training And The Homogenization Of Discourse, Sam Hemesath

Political Science Honors Projects

As Large Language Models (LLMs) begin to produce text on the internet, the same repository from which training data for LLMs are scraped, LLMs will start to train on data they produced. What will happen to future models when LLMs are trained on their own text? Scholars have raised concerns about the possibility that LLMs homogenize language and discourse. These concerns are further exaggerated as LLMs begin to infect their own repositories, marking a turn from human-produced training data sets. In this paper I simulate a recursive training loop by prompting a popular open-source LLM with 1000 prompts and using …

Covid-19, Politicization, And Vaccine Hesitancy: A Spatiotemporal Analysis Of Non-Medical Exemptions In Minnesota, 2014-2024, Benjamin Arnold

Geography Honors Projects

Vaccination rates have declined due to the growing hesitancy by many parents to vaccinate their children, signified by an increasing amount of non-medical exemptions. While there has been previous spatial analysis of exemption patterns as a threat to herd immunity, there has not been much post-COVID. This analysis provides a modern analysis of changing exemption clustering in Minnesota, while also considering the impact of public health being increasingly politicized. We used kindergarten vaccination data for 1475 elementary schools to analyze the evolution of clustering and predictors of NMEs across space and time in Minnesota, from 2014 to 2024.

From Awareness To Engagement: University Students’ Perceptions Of The Sustainable Development Goals And The Role Of Higher Education Institutions, Ajda Fosner

Higher Learning Research Communications

Objectives: This study examines how university students perceive the Sustainable Development Goals (SDGs), with a focus on their self-reported knowledge, attitudes, and views on the role of institutions in promoting sustainability.

Methods: An online survey was conducted among students in Slovenia.

Results: The results show that most students are aware of the SDGs and support their integration into education, although their personal engagement with sustainability practices is more reserved. Statistical analysis revealed that both the level and field of study significantly influence students’ SDG awareness, with advanced and social science students reporting higher familiarity. Regarding institutional roles, students placed the …

Islamic Business Ethics, Muslim Feminism, And The Rhetorical Construction Of Entrepreneurial Legitimacy: Evidence From Emirati Women, Hayfaa A. Tlaiss, Valerie Priscilla Goby

All Works

Despite the United Arab Emirates’ state-led promotion of women’s entrepreneurship as central to national transformation, Emirati women entrepreneurs continue to face patriarchal norms that frame entrepreneurship as a masculine domain, rendering their entrepreneurial legitimacy both precarious and contested. Based on in-depth interviews, this study examines how women entrepreneurs construct entrepreneurial legitimacy within a patriarchal Muslim context, marked by a tension between empowerment rhetoric and gendered constraints. Drawing on Suddaby and Greenwood’s (2005) framework of rhetorical legitimation together with Islamic business ethics and Muslim feminism, we demonstrate how Emirati women entrepreneurs mobilise state-led empowerment and national transformation discourses to construct entrepreneurial …

Business Educational Skills For Successful Aviation Fire Officers, Leo Sedlmeyer

All Faculty and Staff Scholarship

Purpose: This paper explored the business educational skills aviation fire officers use to manage airport fire departments.

Design/Methodology/Approach: The methodology was a qualitative phenomenological study design. The participants began with 10 aviation fire officers from airports throughout the USA who were at least 28 years old, in a leadership role, and had at least 10 years of experience as aviation fire officers (Buttenschon, 2016). Saturation was reached at seven during the interview phase. The limitations of this study were gaining participants' trust and obtaining comprehensive information from them.

Findings: Six themes emerged from this study, with the top three identified: …

``I Don't.. I Don't Remember The Answer'': A Psycholinguistics Study Of Language Processing Impairment Caused By Traumatic Brain Injury In Film ``The Vow'' (2012), Fathiya Rosyada, Emy Sudarwati, Lee Huan Yik, Putrie Rahayuningtyas

Bahasa dan Seni: Jurnal Bahasa, Sastra, Seni, dan Pengajarannya

There is substantial evidence of an association between traumatic brain injury (TBI) and language difficulties, particularly those related to cognitive impairment. Addressing an underexplored narrative perspective, this study examines the interaction between memory and language in the representation of cognitive-communication disorder (CCD) following TBI in the film The Vow (2012). Using a qualitative approach informed by Clinical Discourse Analysis (CDA), the study analyzes selected dialogues to identify post-traumatic cognitive-communication difficulties reflected in language comprehension and production. The findings reveal a dissociation between relatively preserved linguistic competence and impaired communicative performance. In language comprehension, this dissociation is reflected in pragmatic misinterpretation, …

Analyzing The Relationship Between Ai-Enhanced Accounting Disclosure And Financial Reporting Quality: Digital Transparency As A Mediating Variable, Mawj Abbas Jasim Al-Hchaimi, Hasan Talib Hashim, Mohammed Adhab Jassim

Muthanna Journal of Administrative and Economics Sciences

The current research aims to study the relationship between AI-enhanced accounting disclosure and the quality of financial reports in the Iraqi banking sector, while also examining the role of digital transparency as a mediating variable in explaining this relationship. The research was conducted on a sample of 180 financial managers, accountants, internal auditors, and IT specialists from three Iraqi banks: Bank of Baghdad, Al-Rasheed Bank, and the Commercial Bank of Iraq. The research employed a descriptive, analytical, and field-based methodology, using a structured questionnaire, personal interviews, and objective system-performance indicators as the main tools of data collection. Data were analyzed …

Predictive Validity Of Basc-3 Anxiety And Working Memory Scores For Clinically Significant Test Anxiety: Including Case-Level Examination Of Misclassified Profiles, Des'tiana Williams, Luis E. Aguerrevere, Nina Harness

Archives of Assessment Psychology

High school and college students can struggle with test anxiety, which may result in test scores below the capacity of the student. Previous literature suggests that test anxiety is related to general anxiety and limited working memory (WM), yet the extent to which these factors predict test anxiety in commonly used clinical psychoeducational assessments has not been thoroughly examined. In this study, we examined how well scores on the Behavior Assessment System for Children- 3rd edition (BASC-3) Self-Report Anxiety scale and Working Memory Index (WMI) on the Wechsler Adult Intelligence Scale – Fourth Edition (WAIS-IV), Wechsler Intelligence Scale for Children …

The Ecological Impacts Of Un-Protecting Forests: The Case Of Gold Mining In Ghana, Tate Alexander Barend

Master's Theses

This paper estimates the causal effect of Ghana’s Legislative Instrument 2462 (L.I. 2462) on deforestation in protected areas. The policy redefined the regulatory regime governing small-scale gold mining in protected areas, moving from prohibition to discretionary permitting. I exploit the implementation of L.I. 2462 as a policy shock and apply a difference-in-differences event-study framework to a propensity score–matched sample of pixels derived from high-resolution satellite images. Contrary to widespread concerns that the policy would accelerate deforestation, the results provide no evidence of large-scale vegetation loss in exposed protected areas following the policy change. Instead, protected area pixels located within 5 …

Artificial Intelligence (Ai) As A Communication Pedagogy Mega-Risk, Deanna Sellnow

Journal of Communication Pedagogy

With the ever-expanding capabilities offered by artificial intelligence (AI), communication teachers, scholars, and practitioners are currently in the midst of heated debates about whether and how to use AI both in our classrooms and in our research. This essay contextualizes the debate by describing generative AI as a technological mega-risk that, if left unchecked, may manifest into a mega-crisis impacting people and planet in extraordinarily harmful ways. Consequently, I argue that it is our responsibility as instructional communication scholars, communication education teachers, and communication pedagogy experts to discover strategies for harnessing its power to manage the potential threats posed by …

The Mundanity Of Ai, David Westerman, Nicholas Bowman

Journal of Communication Pedagogy

The emergence of ChatGPT in late 2022 brought with it a reemergence of utopian and dystopian claims of the grand power of AI. Yet, AI has failed to achieve such lofty expectations and instead has trended toward far more banal, yet productive, tasks and goals. We argue that this mundanity is precisely what makes AI an important technology, and moreover, those “mundane tasks” are central to communication education. Specifically, we advocate for a decreased focus on the hyped ideas of AI that dominate popular discourse and obfuscate more reasoned analyses of AI as communication technology. A more pragmatic focus should …

Ai Didn’T Break Our Teaching, It Revealed Our Teaching, Michael G. Strawser

Journal of Communication Pedagogy

The rapid emergence of generative artificial intelligence (AI) has prompted widespread concern about academic integrity, student learning, and the future of higher education. While AI is often framed as a disruptive force, this commentary argues that many of the challenges attributed to AI predate the technology itself. Rather than creating new problems, AI has exposed long-standing tensions embedded within higher education and communication pedagogy. Three tensions that have become increasingly visible in the presence of AI are identified: learning versus completion, efficiency versus depth, and human connection versus algorithmic mediation. First, AI challenges assumptions that the successful completion of assignments …

Teaching Ai Through Communication: Rethinking Evidence, Interaction, And Learning, Chad Edwards, Matthew J. A. Craig, Varun Rijhwani, Habeeb Abdulrauf

Journal of Communication Pedagogy

This conceptual essay advances a central claim: Communication pedagogy is increasingly engaged in teaching AI through communicative interaction. Moving beyond the familiar distinctions between teaching with AI and teaching about AI, it argues that classrooms function as sites where AI communication is shaped through prompting, critique, revision, and ethical evaluation. Drawing on human–machine communication scholarship, the essay reconceptualizes evidence of learning as visible in students’ reasoning, justification, and contextual adaptation rather than in polished outputs. By foregrounding relational engagement, transparency, and communicative judgment, it positions teaching AI as a defining pedagogical task in AI-mediated educational environments.

How To Blow Up An Ai Data Center, Tyler Rife

Journal of Communication Pedagogy

This essay advocates a critical pedagogical orientation to AI guided by a politics of refusal. I pursue this advocacy by, first, showing how the social and environmental harms of AI technology outweigh any promises to its social good and then, second, locating resonances between our contemporary technological situation and similar inflection points in the histories of labor organizing and environmental justice activism. Together, these material implications of the emergent technology help form a pedagogical framework for how communication educators can advance critical literacy about AI in the classroom as a constructive counterpoint to its uncritical adoption in the learning process. …

Ai And Agency: Policy As Problem Posing In The Introductory Communication Studies Classroom, Deanna L. Fassett, Nancy Park

Journal of Communication Pedagogy

This forum essay examines artificial-intelligence policy in introductory communication courses through the lens of critical communication pedagogy. It identifies a tension between institutional pressures for readily enforceable, surveillance-oriented AI policies and relational approaches that support instructors’ and students’ long-term agency. Drawing on problem-posing pedagogy, the authors argue that prepackaged policies can position teaching assistants as policy enforcers rather than reflective educators. They propose collaborative policy development as a means of fostering dialogue, ethical discernment, human connection, and critical engagement with AI’s role in communication education.

Speaking In Color: Code-Meshing Against Standard Language Ideology In The Public Speaking Classroom, Darrion A. Walker

Journal of Communication Pedagogy

Public speaking courses do more than teach presentation skills; they also teach students which voices count as credible. In Predominantly White Institutions (PWIs), instructional norms tied to standard language ideology position standardized English as the unmarked benchmark of professional communication. For students who speak African American Language (AAL) or other culturally informed language varieties, this creates a double bind: conform linguistically or risk being penalized for rhetorical authenticity. This reflective essay identifies the double bind as an underexamined problem in communication pedagogy and suggests that code-meshing—the intentional blending of multiple language varieties within a single communicative act—offers a more equitable, …

Creating Safe(R) Classrooms: Trauma-Informed Teaching Practices In Higher Education, Shannon Pappas, Nolan Bowers, Lili R. Romann

Journal of Communication Pedagogy

Trauma is a public health issue, with effects being increasingly harmful for adolescents. While instructors cannot control how students respond to trauma, they can work to create traumainformed teaching practices to support student learning and safety. Based on the principles of trauma-informed pedagogy, this manuscript details how safety, trustworthiness and transparency, choice, collaboration, and empowerment can be implemented in higher education communication courses. Additionally, a sixth principle, responding to the current climate, is introduced. Currently, instructors are grappling with supporting vulnerable students and answering to those in power. These practices offer insights into classroom adaptations to assist instructors in these …

Community Problems Need Community Solutions: Feminist Collaboration Across Campuses To Create Transformative Outcomes Through Community Engaged Learning, Elizabeth Wilhoit Larson, Jasmine R. Linabary, Ziyu Long, Kylie J. Johnson

Journal of Communication Pedagogy

This study presents a multi-institutional engaged pedagogy project responding to college food insecurity that involved partnerships among students, instructors, and campus food pantries from three U.S. universities. Through analysis of pre- and post-class surveys, class assignments, and instructor and community partner reflections, we argue that our feminist collaborative approach resulted in transformative outcomes in three areas: (a) heads, as the collaboration enabled critical understandings of food insecurity and how to combat it; (b) hearts, as the collaboration fostered a culture of care and (re)ignited shared passion in doing change work, and (c) hands, as the collaboration inspired actions to address …

Decolonizing Communication Pedagogy: Toward An Afro-Rhetorical Framework, Lionnell Smith

Journal of Communication Pedagogy

This essay introduces Afro-rhetorical pedagogy as a decolonial framework for communication pedagogy. Building on Adam Key’s 2022 call for an Applied Africana Studies framework for public speaking pedagogy, this essay conceptualizes Afro-rhetorical pedagogy grounded in Afrocentric thought and African communication theory. Through a close reading of Molefi Kete Asante’s 2011 address on African curriculum, this essay establishes three foundational principles for Afro-rhetorical pedagogy: (a) epistemological agency, (b) decolonized knowledge production, and (c) institutional reconstruction. This pedagogical framework addresses communication education’s reproduction of white cultural hegemony by promoting African-centered principles, practices, and precepts that reposition communication pedagogy as a more liberatory …

Meeting Rhetorical And Relational Goals In Online Higher Education: Insights From A South African Case Study, Rentia Du Plessis, Diana Breshears, Luzelle Naudé Prof

Journal of Communication Pedagogy

This qualitative study examines the degree to which synchronous and asynchronous online learning platforms both supported and constrained the achievement of rhetorical and relational goals in a resource-constrained South African higher education context. As online teaching practices persist in the post-COVID era, understanding how to design pedagogically sound online environments is increasingly important, particularly in the Global South where cost, access, and connectivity pose significant constraints. Drawing on the Rhetorical and Relational Goals Theory (RRGT; Mottet et al., 2006) and Kaufmann et al.’s (2016) online learning climate dimensions, the study analyzes undergraduate students’ perceptions of Blackboard Collaborate, PowerPoint voice-overs, WhatsApp, …

The Co-Educators Framework: An Illustrative Account Of Shared Pedagogical Practice And Inclusive Teaching In A Large-Enrollment Communication Course, Divya S, Man Luo, Jisha Jacob, Shahla Shahnaz Dyuti, Victoria Michelle Main

Journal of Communication Pedagogy

Large-enrollment courses present structural challenges to inclusive and relational pedagogy, particularly when instructional labor is shared across teaching teams that include graduate teaching assistants (GTAs). This study examines inclusive teaching as a communicative and practical process enacted through co-education, the coordinated instructional work of faculty and GTAs. Using a diary-based reflexive design, four doctoral GTAs contributed teaching journals across one semester of an undergraduate Communication Theory course. Reflexive thematic analysis identified four themes: collaborative course design, communication as pedagogical infrastructure, equitable assessment, and reflexive care. The study offers the Co-Educators Framework as an illustrative account of how shared, communicative pedagogical …

Exploring Power In The Classroom Through The Lens Of Relational Power, Aubree A. Herman, Narissra Maria Punyanunt-Carter Phd

Journal of Communication Pedagogy

This study explores how French and Raven’s relational power model shapes student communication in higher education. Through a survey of 530 undergraduates, the research investigates how TA age and gender, and student gender, impact student perceptions of power. Results indicate that TA gender and age impact student perceptions of referent power, but not expert power; however, expert and referent power emerged as the strongest predictors of course satisfaction and intention to take future courses, while coercive power negatively predicted both outcomes. These findings underscore the importance of expertise and interpersonal interaction in the TA–student relationship and suggest that French and …

Caveats For The Forensic Use Of The Pcl-R With Antisocial And Psychopathic Women, Carl B. Gacono, Ted B. Cunliffe, Jason M. Smith, Enna E. Taylor

Archives of Assessment Psychology

Special considerations are necessary when assessing antisocial and psychopathic women.  Evident throughout the evaluation process (Cunliffe et al., 2016; Gacono, 2016; Gacono & Meloy, 1994; Gacono & Smith, 2021; Smith et al., 2014, 2021; Taylor, 2015), gender differences suggest the need for modified approaches, shape the transference/countertransference between examinee and examiner, and affect the administration, scoring, and interpretation of psychological tests. In this article we summarize Rorschach findings that support the underlying dynamics in antisocial and psychopathic women, discuss the unique aspects of evaluating the female psychopath, and present eight PCL-R items in need of modification for assessing women.

Family Systems And Cultural Adaptation In Psychosocial Cancer Interventions For Latinx Families: A Critical Review, Nicole M. Vélez Agosto, Gladys Stephanie Hernandez, Sarah Chavez Chacon, Danielle Moreno, Cecilia Montiel-Nava

Psychological Science Faculty Publications

Cancer creates significant distress to Latinx family dynamics. Research on family interventions has omitted critical aspects that could significantly improve mental health outcomes in this vulnerable population, including the development of interventions with a robust theoretical framework that are simultaneously culturally aligned with deeply rooted Latinx values. This critical review addressed existing psychosocial interventions for families with a cancer patient, their strengths, and limitations. It expanded on three major themes relevant to designing cancer psychosocial interventions for Latinx, while also reviewing nine intervention studies that consider system-family components in intervention design and research, two of them with the additional integration …

The Development And Validation Of Gains-Id, A Guidebook For Adapting Intervention Sessions For Students With Intellectual Disability, Kayla Mccreadie

Electronic Theses and Dissertations

Targeted interventions can equip students with intellectual disabilities (ID) with essential academic skills that support positive post-secondary outcomes. However, the lack of interventions specifically designed for this population creates barriers to equitable education. Until more interventions are developed, educators may benefit from resources that help adapt evidence-based practices to meet the needs of students with IDD.

The first manuscript introduces GAINS-ID (Guide for Adapting INtervention Sessions for Intellectual Disabilities). Based on best practices and Universal Design for Learning (UDL), the guide offers examples of adaptations to various intervention components—such as time, materials, environment, …

Msw Portfolio: Development Of A Social Work Practitioner, Loren Fitzpatrick

Graduate Student Portfolios, Professional Papers, and Capstone Projects

This portfolio details my experiences and professional journey throughout the University of Montana's Master of Social Work program. It provides significant reflection of core social work elements and competencies while highlighting an understanding of trauma informed care, development of theoretical orientation, and the importance of culturally responsive practice. Examples of competency are displayed through provided coursework assignments, group projects, and research papers.

Pushing Forward: The Dialectical Experiences Of Apida Psychologists In Predominantly White Counseling Settings, Shaun A. Fossett

Electronic Theses and Dissertations

Asian Pacific Islander Desi Americans (APIDAs) are the fastest growing racial group in the United States, yet they remain significantly underrepresented in the field of psychology and notably absent from research examining the professional experiences of racial and ethnic minority clinicians. Existing scholarship has documented the prevalence of racialized organizational structures, microaggressions, and the enduring “model minority” stereotype that both obscures and exacerbates APIDA challenges in professional environments. However, no known published studies have investigated the non–client-facing experiences of APIDA psychologists working in predominantly White counseling settings. The purpose of this interpretive phenomenological analysis (IPA) study was to explore how …

Growth In Discomfort, Kayla Marker

Graduate Student Portfolios, Professional Papers, and Capstone Projects

This portfolio captures the transformation into an advanced social work practitioner, emphasizing self-reflection, social justice, and the integration of theory into practice. Through personal narrative and practical examples, the document demonstrates growth in ethical behavior, advocacy for marginalized groups, trauma-informed care, and cultural humility, particularly in rural and Indigenous contexts. This portfolio details the application of systems, social learning, and empowerment theories, and highlights the importance of bridging micro and macro practice, engaging in research and policy analysis, and assuming leadership roles. The work showcases adaptability, collaboration, and evidence-based approaches, culminating in a commitment to lifelong learning and justice-oriented leadership …

Protest, Police, Peace, And Violence: Understanding Variation In Police Violence At Protests, Louis Pascarella

Electronic Theses and Dissertations

Why do police engage in violence at some protests but not others? Existing research highlights the importance of protest characteristics, political context, police culture, organizational incentives, and interactions between protesters and law enforcement. While these factors help explain patterns of repression, they provide limited insight into why police responses can shift rapidly from restraint to widespread violence during the course of a protest event.

This dissertation examines variation in police violence during the 2020 George Floyd Uprising through a comparative analysis of protest events in Denver, Colorado and Seattle, Washington. Drawing on original event reconstructions based on livestreams, helicopter footage, …

A Policy Analysis Of Higher Education Support For Foster Youth In The Colorado Child Welfare System, Krystal Robles

Graduate School of Professional Psychology: Doctoral Papers and Masters Projects

This policy analysis examines how two Colorado laws, House Bill 22-1374 (Foster Care Success Act), and Senate Bill 22-008 (Higher Education Support for Foster Youth), aim to improve educational outcomes and long-term stability for youth who age out of the foster care system. Critical Policy Analysis (CPA) and Resilience Theory are used in this paper to examine how these policies address systemic inequities, promote resilience, and offer protective factors that support educational attainment. Using policy review, state policy comparison, stakeholder interviews, and community perspectives, I evaluated how the implementation, effectiveness, and limitations of these bills shape real-world impact. The findings …