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 …

``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, …

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, …

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 …

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 …

Disrupted Family Ecosystems: Intergenerational Estrangement, Nonnormative Events, And Perceptions Of Established Adults – A Case Study, Seth Wyncott

Electronic Theses and Dissertations

The issue of intergenerational family estrangement has gained increased exposure in research and popular literature; however, significant gaps remain in understanding the lived experience of adult-children who maintain separation from their parents. Complicating matters, the family is not a solitary unit but is intertangled within a macrolevel sociocultural ecosystem. This ecosystem includes normative and nonnormative stressors which are subject to diverse interpretations depending on the historic and evolving character of the family and its members. As such, it is important to examine the dynamic character of estrangement in familial and sociocultural context.

Utilizing a case study method with semi-structured phenomenological …

Reflections In Practice, Joshua William Erickson

Graduate Student Portfolios, Professional Papers, and Capstone Projects

This portfolio narrative documents my professional development through the Master of Social Work program at the University of Montana. It discusses how I've developed my skills through practicum sites at Youth Villages and the Program of All-Inclusive Care for the Elderly (PACE) at Cambridge Health Alliance (CHA) as well as coursework spanning from clinical practice, policy analysis, program evaluation, and community organizing. Using the Five Elements of Advanced Integrated Practice and all ten CSWE competencies as an organizing structure, clinical skills with adolescents, families, and older adults are reflected on. Growth in macro-level practice, program evaluation, and interdisciplinary leadership is …

Co-Dominion: The Changing Nature Of The Adamic Covenant In An Age Of Artificial Intelligence, Corey Hastings

Masters Theses

Theologians and religious bodies attest to the rising influence of artificial intelligence (AI) in governments, the economy, and the lives of the people of God. Through the covenant with Adam, God gave humans the blessing of dominion and capabilities unique to creation to till the earth. Today, humans retain the image of God but AI increasingly displaces human functions with coordinated agency. Using Hebrew language exegesis of passages from Genesis, Exodus, and Leviticus, this study compares capabilities gifted to humans with the scope of current and near future AI models. It incorporates direct artifact analysis of a large-language model as …

Remixing Dialogue: A Case Study On Perceptions Of Hip Hop Pedagogy In A Professional Learning Course, Kelly J. Thelen

Dissertations, Theses, and Projects

This qualitative case study examines how teachers’ decision-making and professional autonomy shift while participating in a Hip Hop Pedagogy Professional Learning course supported by structured FIXIT (Lo & Wachter, 2023a, 2023b, 2023c, 2023d; Wachter & Lo, 2024) game-facilitated dialogue in a rural, culturally and linguistically diverse Midwest community. Grounded in Freire’s (1970) Critical Pedagogy, Ladson-Billings’ (1995) Culturally Relevant Pedagogy, Culturally Sustaining Pedagogy (Paris and Alim, 2017), and Adult Learning Theory (Knowles et al., 2005), the study explores the reclamation of agency by teachers in a time of constrained creativity and educator autonomy shaped by strict policy environments, an emphasis on …

Barriers And Benefits Of Trauma-Informed Practices: A Phenomenological Study Of K -12 Central Mississippi Educators In Predominantly Minority Rural School Districts, Melissa M. Barney

Doctoral Dissertations and Projects

Adverse childhood experiences and trauma vulnerability among K-12 students in rural areas, low income, and ethnically diverse communities highlight need for school-based early interventions through trauma-informed practices. However, many educators lack adequate trauma training to manage student trauma. The purpose of this qualitative phenomenological study is to examine the barriers and benefits of trauma informed practices in five rural Mississippi school districts serving predominately historically marginalized African American and Latinx low-income students. Guided by Urie Bronfenbrenner’s Ecological Systems Theory, this study explores how cultural norms, community dynamics and school policies contribute to trauma exposure, educator responses, and policy implementation, as …

For Love Or Green Card: Exploring Intermarriage Experiences Of African American Women To West African Men In The First Decade Of Midlife From A Historical, Cultural, And Psychosocial Perspective, Kelley Owusu Asante

Doctoral Dissertations and Projects

This transcendental phenomenological study explored the lived experiences of African American women who married West African men during the first decade of midlife. It investigated the historical, cultural, and psychosocial factors that shaped the women’s perceptions and experiences of intermarriage. The guiding theories were social exchange theory, competitive market theory, marital paradigm theory, and sex ratio imbalance theory. Social exchange theory, developed by George C. Homans in 1958, provided a framework linking behavioral psychology and microeconomics. The study centered participants’ narratives to understand how love, commitment, and cultural negotiation unfolded in these unions. The sample comprised 12 African American women …

Critical Core Technology Breakthroughs In Large-Scale Models: Industrialization Strategies And Policy Implications, Zhongqi Wu, Yinshan Liu, Tao Dai, Xiaolong Zheng

Bulletin of Chinese Academy of Sciences (Chinese Version)

As a pivotal direction for breakthroughs in key core technologies within the artificial intelligence domain, large-scale models hold strategic significance in securing national scientific and technological sovereignty. This study employs a multidimensional framework encompassing “technological breakthroughs, industrial transformation, and governance policies” to systematically investigate the developmental trajectories and industrialization bottlenecks of large-scale models. At the technological level, while large-scale models exhibit exponential growth in parameter scale and computing power demands, they face critical challenges including the scarcity of high-quality data, insufficient transfer learning capabilities, and reliability-explainability trade-offs. Industrially, these models are reshaping the global industrial chain landscape through a dual-track …

Quoting The Silver Screen: The Communication Influence Of Film Dialogue, Albert Clayton Vandiver Jr.

Doctoral Dissertations and Projects

This qualitative thematic analysis study researched the topic of film dialogue elements used in common interpersonal discourse. These elements, or movie quotes, were observed to manifest as meaning-filled symbols in communication throughout American culture. This phenomenon, and the gap in scholarly literature or lack of research on movie quotes within the field of communication, underscored the significance and need for investigation. This study employed a qualitative methodology using the thematic analysis approach in evaluating data. Research questions were designed to focus the study on internal motivation for, and external influence on, movie quote usage. 17 screened adult participants provided valid …

Cultural Fidelity: An Exploration Of Oral Tradition And Its Role In Preserving Cultural Identity In Nigerians Of The Diaspora, Veronica L. Graham

Doctoral Dissertations and Projects

Oral tradition is a dynamic communicative practice through which diasporic individuals construct meaning, transmit memory, and sustain intergenerational belonging. Against the backdrop of cultural displacement, linguistic adaptation, and identity negotiation, this study examined the role of oral tradition in preserving cultural identity amongst Nigerians of the diaspora. It also interrogated how oral practices—often considered antiquated or informal within Western paradigms—function as enduring technologies of cultural continuity. Guided by multi-generational voices that reflect the evolving nature of oral expression across diasporic contexts, the findings of this study indicate that oral tradition remains a powerful mechanism through which diasporic Nigerians preserve cultural …

Measure By Measure: Reflections On Building A Quiz Map For Critical Caribbean Digital Pedagogy, Ra Bacchus, Medardo G. Rosario, Alexander S. Butler

archipelagos: a journal of Caribbean digital praxis

This article reflects on the web development of a digital quiz map designed to help students critically engage with the representation of the Caribbean in digital space. Emerging from workshops organized by Visiones del Caribe—a digital humanities initiative using digitized maps and archives to teach Caribbean history, culture, and cartography—this tool responds to students’ inquiries about the region’s spatial boundaries. The quiz invites students to select on a map those countries and territories they consider part of the Caribbean, prompting reflection on the diversity of perspectives shaping Caribbean identity. Drawing from the discourse of critical cartography and digital pedagogy, we …

Acervos Documentales De Puerto Rico Y El Caribe @ Upr-Río Piedras: On Designing Digital Strategies For Preservation And Access Of Unique Puerto Rican And Caribbean Studies Collections, Mirerza González-Vélez, Mila Aponte-González

archipelagos: a journal of Caribbean digital praxis

This paper documents Acervos Digitales de Puerto Rico y el Caribe @ UPR-Río Piedras, its origins, goals, activities and participants. It reflects on the team engagement with fundamental discussions regarding the use of Omeka in a Caribbean context, that resulted in the articulation and enactment of ethical principles for digital curation, as well as in its commitment for fundamental digital preservation efforts based on minimal technology requirements. The paper also provides an assessment of its continuity as a DH initiative committed to preserving, improving open access, and building capacity for the effective use of unique digitized humanities collections, and poses …

Digital Research Tools, Newspaper Texts, And Enslaved Fugitives In The Atlantic World, Gunvor Simonsen, Natacha Klein Käfer, Heather Freund, Felicia J. Fricke

archipelagos: a journal of Caribbean digital praxis

This article demonstrates the benefits and pitfalls of utilizing Natural Language Processing to structure a large corpus of newspaper adverts on fugitive enslaved people from the Atlantic World between 1766 and 1821. We evaluate a model for multilingual event extraction trained specifically for fugitive ads and jail lists in its capacity to extract correctly the attributes relevant for historical analysis. Finally, we discuss how the current model may be used to expand and qualify databases concerning enslaved fugitives in the eastern Caribbean.

Tracing Caribbean Narratives At The Intersection Of Language, Identity, And Social Media, Juan-Carlos M.E. Goilo

archipelagos: a journal of Caribbean digital praxis

This article delves into how the creole language of Papiamentu navigates the complexities of cultural identity and decolonial praxis within the social media landscape. Drawing from literature reviews, digital ethnography, content analysis, and an interview with social media influencer Gerald Lijde, I explore Papiamentu’s deep-rooted colonial ambivalence—a legacy that shapes its contemporary online use. While digital platforms offer new avenues for celebrating and formalizing Papiamentu, they also risk commodifying its radical, anti-colonial roots into tourist-friendly narratives. By linking online content production to theories of agency and digital culture, the article illuminates Papiamentu’s enduring role as a vessel of resistance and …

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 …

Winnie's Feminism: A Tribute To Mama Dr. Winnie Madikizela-Mandela As A Radical Feminist From 1986-2018, Anna Lefatshe Moagi

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

Growing up in South Africa and having read several “tell-all” biographies by influential women have made this researcher aware of the struggles of women to be recognised and valued within their social environments. The many names that come to mind, when speaking of women’s voices that challenged their position in our society, belong to those of struggle veterans such as Adelaide Tambo, Ruth First, Lilian Ngoyi, Albertina Sisulu, Thandi Modise, Baleka Mbethe, Leymah Gbowee, Ruth Mompati, Charlotte Maxeke, Joice Majuru, Thuli Madontsela and Winnie Madikizela-Mandela. Their as women leaders roles remain undervalued (Shekhawat 2015). These phenomenal influential women and many …

Investigating The Links Between Iq, Emotion Dysregulation, And Respiratory Sinus Arrhythmia In Childhood Antisocial Behavior, Isley Jean-Pierre

Student Theses

This study examined relationships among cognitive ability, emotion dysregulation, physiological regulation, and antisocial behavior. Participants were 340 children ages 7-10. Caregivers reported on emotion regulation, aggression, and delinquency, and children completed cognitive assessments. Intellectual profiles were classified as even or uneven. No significant differences in aggression or delinquency were found between intellectual profiles. Emotion Regulation Checklist scores mediated relationships between VIQ and both aggression and delinquency. Resting RSA mediated the relationship between VIQ and delinquency, although the indirect effect was small, whereas RSA reactivity did not mediate either outcome. Overall, findings suggest that emotion regulation may be a more consistent …

Exploring The Experiences And Support Needs Of African Immigrant Families Raising Children With Autism Spectrum Disorder In Ohio, Linda Nkoumba Eteki

Walden Dissertations and Doctoral Studies

Autism spectrum disorder (ASD) presents unique challenges for families; however, African immigrant parents raising children with ASD in Ohio experience additional difficulties related to cultural stigma, systemic inequities, and limited access to culturally responsive services. This social work practice problem is important because it reflects disparities in diagnosis, intervention, service access, and family support that align with social work’s commitment to equity, advocacy, and social justice. The purpose of this qualitative study was to explore the experiences of African immigrant families raising children with ASD in Ohio and to examine how they describe autism-related stigma, caregiving challenges, and interactions with …

Modernizing Career Counseling In Counselor Education: A Conceptual Exploration, Yuhyun Park, Se Hoon Kim, Rasheed Adeyemo, Sarah Ebner, Mallory Redmond, Breeana Donayre, Carly Steves

Journal of Counselor Preparation and Supervision

Career development is often confined to a single course despite its relevance across counseling practice. This conceptual article reframes it as an integrative foundation for counselor preparation, supervision, and professional identity. It examines connections among work, mental health, education, disability, relationships, and social context across counseling specializations. The article also considers doctoral training and the ethical use of artificial intelligence in career-related practice. Recommendations address curriculum design, supervision, and future research on integrated career preparation.

Political Interest And News Media Literacy Among University Students: Case Of The U.S.-Vietnam Comprehensive Strategic Partnership (2023), Nhat Anh Nguyen, Ngoc Thuy Duong Le

Journal of Media Literacy Education Pre-Prints

In today’s complex media environment, the ability to critically evaluate news plays an essential role in shaping political interest, especially among youth. Although media literacy has been extensively investigated in relation to civic outcomes, the particular link between news media literacy (NML) and political interest is still little known. This paper investigates this link among Vietnamese university students by means of the U.S.-Vietnam Comprehensive Strategic Partnership as a prominent foreign policy instance. Drawing on Potter’s (2004) cognitive model and Maksl et al.'s (2015) NML scale, this study primarily employs a quantitative approach using survey data (N = 410), complemented by …

Relational Reasoning Across Cultures: Consistency And Variation In South Korea, The United States, And China, Alexandra Carstensen, Minju Kim, Youngon Choi, Caren M. Walker

Psychology Faculty Articles and Research

Abstract reasoning in early childhood is often described as following a “relational shift,” over which children become increasingly sensitive to relations. However, recent work has challenged the generality of this account, showing that children in the US and China follow distinct trajectories in a relational match-to-sample task. This difference aligns with multiple cultural and linguistic factors implicated in relational reasoning, where the US and China appear at opposite ends of a continuum, focusing on objects (US) versus relations (CN). This raises the possibility that differences in culture and language may shape variation in the development of abstract reasoning. Here, we …

A Systematized Review On Key Considerations For Trauma Informed Practices For K-12 Students Experiencing Trauma That Impact Behavioral Outcomes, Sarah Caufield

Educational Specialist, 2020-current

Across different socioeconomic statuses, geographic locations, and racial or ethnic backgrounds, trauma can affect students in nearly every school across the U.S. While children show vastly different behavioral responses to these experiences of trauma, their experiences affect their behavior in the classroom and, in turn, their ability to succeed academically. Ultimately, the goal of this systematized review was to answer the question, “what are key considerations for trauma informed practices for K-12 students experiencing trauma that impact behavioral outcomes?”. This was done through a systematized review of current literature and studies in surrounding interventions to use with students who have …

Review Essay: The Original Sin Of Humanity, John Sniegocki

The Journal of Social Encounters

No abstract provided.

International Mediation In The Sudan Conflict: A Critical Appraisal And Alternative Tracks, The Initiative Research And Analysis Committee The Sudanese Initiative To Stop The War And Build Peace

The Journal of Social Encounters

Extensive international intervention is one of the most prominent features of the ongoing war in Sudan since early 2023. As a result of the conflict that erupted between the Sudanese Armed Forces and the paramilitary Rapid Support Forces, Sudan is witnessing what is widely recognized as one of the most severe humanitarian crises in modern history; It has been characterized by massive displacement, large-scale refugee flows, and famine, along with widespread human rights violations and crimes against humanity—both direct and indirect consequences of military operations that have raged across thirteen of Sudan’s states, where the Rapid Support Forces are actively …

The Rights Of Religious Minorities In Sudan: A Case Study Of Armenians, Jon Armajani

The Journal of Social Encounters

This essay examines the constitutions of the Republic of Sudan and minority rights, with a focus on Armenians in that country.  It provides (1) the demographics of Sudan; (2) an overview of the Armenians of Sudan; (3) a history of Sudan’s constitutions; (4) an analysis of their provisions and related laws on minority rights, citizenship, naturalization, and inheritance; (5) an overview of Sudan’s civil war, which began on April 15, 2023, and (6) a concluding section which analyzes risks to Armenians and other religious and ethnic minorities in Sudan.

Preliminary Report - Evidence-Based Assessment Of Opportunities, Risks And Impacts Of Artificial Intelligence, - United Nations Independent International Scientific Panel On Ai

The Journal of Social Encounters

No abstract provided.