Digital Commons Network^™

Contributors: Jaepl - Volume 30, Wendy Ryden

The Journal of the Assembly for Expanded Perspectives on Learning

Contributors: JAEPL - Volume 30

Improving Data Quality In Survey Research: The Role Of Machine Learning In Handling Inconsistent Responses, Patrick Ndungutse

Information Systems and Quantitative Analysis Theses, Dissertations, and Student Creative Activity

This project aims to strengthen Gallup’s survey data preprocessing by integrating machine learning methods to detect inconsistent responses, complementing existing rule-based checks. The study benchmarks techniques such as Isolation Forest, clustering-based outlier scores, and autoencoders against current approaches to spot inconsistencies more efficiently and with reduced manual effort.

We will evaluate models using a dataset of survey responses previously flagged for inconsistency by Gallup, focusing on accuracy, coverage, and efficiency validated through expert review. The goal is to automate response classification into pass, review, or fail stages, aiming to reduce manual review time by about 25%, or 15 hours weekly, …

English Grammar Foundations, Salvatore Attardo

CHSSA Open Educational Resources (OER)

English Grammar for Undergraduate and Graduate students (Open Access)

“The Goal Is To Help The Community”: Motivations And Experiences Of Diverse Families In A Special Education Parent Advocacy Program, Diana Cruz

Dissertations

The Individuals with Disabilities Education Act (IDEA, 2004) entitles parents of eligible students with disabilities to meaningful participation in their children’s educational planning. Despite this mandate, many parents encountered barriers that limited their ability to participate in special education processes. These challenges were amplified for culturally and linguistically diverse (CLD) families who often lacked the social and cultural capital needed to navigate the system (Trainor, 2010b). Culturally and linguistically diverse parents experience systemic barriers such as limited interpretation, discrimination, and cultural differences that restrict their engagement (Buren et al., 2018; Doucet, 2011; Harry, 2008; Kalyanpur et al., 2000; Sanders-Smith et …

Reinsuring Ai: Energy, Agriculture, Finance & Medicine As Precedents For Governance Of Frontier Artificial Intelligence, Nicholas Stetler

Southern Illinois University Law Journal

Federal reinsurance for advanced artificial intelligence offers a credible foundation for managing risk at scale. Traditional legal tools such as regulation, litigation, and voluntary guidelines, lack the institutional capacity to address deep uncertainty, widespread spillover effects, and low-probability but catastrophic harms. A public financial infrastructure distributes risk, incentivizes responsible development, and enables earlier detection of emerging threats. Precedent exists in nuclear energy, agriculture, healthcare, and finance, where federal reinsurance enabled markets to function despite underlying volatility. The same institutional logic applies to frontier AI.

Part I explains how general-purpose and frontier AI models work, and why they have become a …

Proverag: Provenance-Driven Vulnerability Analysis With Automated Retrieval-Augmented Llms, Reza Fayyazi, Stella Hoyos Trueba, Michael Zuzak, Jay Yang

Institute for Informatics and Applied Technology Scholarship

In cybersecurity, security analysts constantly face the challenge of mitigating newly discovered vulnerabilities in real-time, with over 300,000 vulnerabilities identified since 1999. The sheer volume of known vulnerabilities complicates the detection of patterns for unknown threats. While LLMs can assist, they often hallucinate and lack alignment with recent threats. Over 40,000 vulnerabilities have been identified in 2024 alone, which are introduced after most popular LLMs’ (e.g., GPT-5) training data cutoff. This raises a major challenge of leveraging LLMs in cybersecurity, where accuracy and up-to-date information are paramount. Therefore, we aim to improve the adaptation of LLMs in vulnerability analysis by …

Bridging The Communication Gap In Natural Disaster Information: An Exploratory Study Of Extension Service Websites, Emmanuel Chisom Okolo, Rafael Landaverde, Laxmi Prasanna Kandi, Kim E. Dooley, Sarah Mccord, Kelsi Opat, Abdul Saboor Rahmany

Journal of Human Sciences and Extension

Natural disasters are expected to become more frequent and severe, increasing the need for effective disaster management. Governments are emphasizing community awareness and local self-reliance, with the Cooperative Extension Services (CES) playing a vital role in distributing science-based knowledge and supporting preparedness efforts. This qualitative content analysis (QCA), guided by Framing Theory, examined how CES disseminated weather-related disaster preparedness and response information from 2003 to 2023 on Extension Service websites. We explored: (1) the frequency of information on natural disaster preparedness and response published on Extension Service websites, (2) dissemination methods, and (3) the quality of disaster preparedness and response …

Lgbtq+ Adolescents With Disabilities’ Experiences Of School Connectedness And Identity Navigation, Lyndsay Loretta Mccabe

Dissertations

In the United States, LGBTQ+ students have recently faced a barrage of school-based anti-LGBTQ+ legislation and policies (American Civil Liberties Union, 2025). Little is known about the effects of such policies and the overall sociopolitical climate on school connectedness and identity navigation for LGBTQ+ adolescents with disabilities. School connectedness, or the degree to which students feel that they belong at their school, is associated with numerous academic, behavioral, and social-emotional benefits (K. Allen et al., 2018; Centers for Disease Control and Prevention [CDC], 2022b). Students who are at the intersection of multiple marginalized identities, such as LGBTQ+ adolescents with disabilities, …

The Interpretation And Historical Performance Practices Of Black Choral Music: The Spiritual And Gospel Music, A Comparative Study, Travis Terrence Kornegay

Dissertations

African American spirituals and gospel music are two foundational folk traditions that have profoundly shaped the American musical landscape and continue to influence cultural identity and sacred expression. Emerging from the resilience and faith of enslaved African Americans, spirituals often carried coded messages of liberation. Meanwhile, gospel music developed in the early twentieth-century urban Black church, blending elements of spirituals, blues, and jazz to communicate collective and personal religious experiences. Although linked by shared cultural lineage, the genres diverge in their historical development, linguistic expression, and performance practices, necessitating comparative scholarly inquiry. This dissertation investigates the similarities and key differences …

Teaching Literacy Foundations (2nd Edition), Debra D. Murphy

ATU Faculty OER Books and Materials

Goals and Objectives of the Textbook

This textbook aims to equip educators with the knowledge, skills, and tools necessary to create rich and inclusive literacy learning environments for all students. The specific objectives of the textbook are:

1. To present a historical and theoretical framework for understanding literacy development and instruction.

2. To explore the essential components of literacy instruction, including phonemic awareness, phonics, vocabulary development, reading fluency, reading comprehension, and writing instruction.

3. To provide practical strategies and activities for teaching and assessing literacy skills.

4. To discuss differentiated instruction and inclusive practices that address the diverse needs of …

Essentials Of Linguistics, 2nd Ed., Chih-Hsin Hsu

ATU Faculty OER Book Reviews

Review of Essentials of Linguistics, 2nd ed. by Catherine Anderson.

Enhancing Pediatric Sun Safety: A Parent-Focused Intervention In El Dorado County, Ashley Riley, Calvin Nauer, Alaina Godwin

ELMSN E-Portfolio. A collection of Scholarly and Creative Works

Background:

Childhood ultraviolet (UV) exposure is the most significant modifiable risk factor for skin cancer, yet proper sun protection remains inconsistently practiced by parents. In El Dorado County, California, where high altitude and intense sun exposure amplify UV risk, knowledge gaps and misinformation persist despite resource availability. This quality improvement (QI) project aimed to strengthen parental knowledge, confidence, and modeling of sun-safe behaviors for their children through an evidence-based community education program.

Aim:
The goal of this QI initiative was to improve parental attitudes, self-efficacy, and photoprotective behaviors by implementing a three-part, nursing-led educational intervention focused on UV risk awareness, …

Full Issue (Volume 4, Issue 2): Evolving Englishes, Innovative Pedagogies, And Emerging Linguistic Insights

Journal of English and Applied Linguistics

Abstract not applicable.

Preliminaries

Journal of English and Applied Linguistics

Abstract not applicable.

Bridging The Language Gap: The Impact Of In-Person Versus Remote Interpreter Services On Medication Adherence And Patient Safety In Adult Spanish-Speaking Patients, Ashley E. Alarcon Martinez, Jocelyn N. Lopez Maradiaga

Nursing | Student Research Posters

Background: Significant health inequities are caused by language barriers between patients and health care staff, resulting in miscommunication among adult Hispanic patients with low English proficiency, reducing medication adherence, impairing patient safety, and raising the possibility of medical errors. To address this issue, interpreter services, both in-person and remote translation, have been introduced in healthcare settings to enhance communication. Objective: The purpose of this study is to investigate the differences in patient safety and medication adherence between in-person and remote translation services for adult Hispanic individuals with limited English proficiency in healthcare settings. Methods: The proposed research involves five local …

Harnessing Irrationality, Jennifer E. Smith

All Theses

My thesis work considers the presence of objectifying gazes in representations of women in Western visual media and pop culture. I reference film, television, short form content shared on social media, and pornography to identify and repurpose tools of objectification in my large scale drawings and animated GIFs. I compare the objectifying tropes present in contemporary entertainment media and pop culture to those present in the Western art historical tradition of the reclining female nude, mythology and folklore, and pornography. Using these comparisons, I discuss objectification in terms of passive and active, consumption and appetite, and idealization and devaluation. I …

What Belongs In A Constitutional Law Casebook?, Ernest A. Young

William & Mary Bill of Rights Journal

This Essay argues that constitutional law cannot (and should not) be an autonomous subject within the legal curriculum. This argument echoes a long-standing debate about whether law itself is an autonomous scholarly discipline. The answer to that question is surely, as Allan Farnsworth put it, “sometimes YES and sometimes NO.” But this Essay does not focus on law’s autonomy from other disciplines, such as political science, psychology, or economics. Rather, I consider the extent to which constitutional law should overlap with other legal subjects, such as legal history, administrative law, or statutory interpretation. My conclusion is that, at least in …

Third-Person Direct-Object Anaphora In Translation From English Into Brazilian Portuguese: A Corpus-Based Study Of Juvenile Texts Reflecting Orality, Marcella Cascione Cerqueira Netto

Electronic Theses and Dissertations

The third-person accusative clitics in Brazilian Portuguese (BP) are virtually extinct in spoken language and informal writing, although formal texts and contexts still retain them. Speakers often mark third-person direct objects using the stigmatized full pronouns (syncretic with the nominative forms), null objects, or full noun phrases (NPs), also referred to as lexical NPs. The realization of these forms is not arbitrary; it is influenced by the semantic properties of the referents, particularly animacy (mainly humanness) and specificity. Animate referents [+animate] tend to be realized with overt pronouns, whereas inanimate [–animate] ones tend to be used with null objects. This …

Asking Nicely: Americans’ Perception Of Jordanian Arabic Speakers’ Politeness When Making Requests In English, David Henen

Electronic Theses and Dissertations

This study examines how Arabic-speaking Jordanian male graduate students at an American university in Mississippi employ request directness strategies and modifications as polite devices in oral English, and how American native speakers perceive these requests. Drawing on Brown and Levinson’s (1987) Politeness Theory and the Cross-Cultural Speech Act Realization Project taxonomy (Blum-Kulka et al., 1989a, 1989b), this study employed a mixed-methods design to examine request production and perception. Data were collected from six American English native speakers from Mississippi and six Arabic-speaking Jordanian international students, all at the same university, through six discourse completion tasks, six role-plays, and semi-structured interviews. …

The Pragmatic Mechanisms In King Salman Bin Abdulaziz Al Saud's Discourse: A Pragmatic Analysis Of The Shura Council Speech (Third Year - Eighth Session), Hejab Bin Mohammad Alqahtani

University of Tabuk Journal for Humanities and Social Sciences

This study aims to analyze the royal speech delivered by King Salman bin Abdulaziz Al Saud at the opening of the third year of the eighth session of the Shura Council (1444H), through a pragmatic lens that reveals the underlying structure of political language in the Saudi context. It adopts a pragmatic discourse analysis approach, focusing on speech acts, deixis, presuppositions, implicatures, and argumentation, supported by quantitative representation. The findings indicate the strategic use of pragmatic tools in the speech: seventeen speech acts, fifteen deictic expressions, nine presuppositions, six implicatures, and eleven instances of argumentation. This reflects a deliberate and …

Chatgpt In Teaching English As A Foreign Language: Teacher And Learner Perspectives, Sameiha Alhussain N Khawaji

University of Tabuk Journal for Humanities and Social Sciences

This study investigates ChatGPT as a supplementary tool in English as a Foreign Language (EFL) education through surveys of 150 teachers and 350 learners in Asia, Europe and Latin America. Results show that ChatGPT improves language proficiency by providing personalized feedback, conversational fluency (72% of users reported improvement), writing scores by 22% and vocabulary through contextualized practice. Teachers found it useful for lesson planning and administrative tasks. However, challenges such as plagiarism risks (15% of cases), occasional inaccuracies and cultural insensitivities especially in idiomatic and formal language use require ethical guidelines and human oversight. For example, Asian participants noted mismatches …

Digital Communications Between Firms And Investors: Impact Of Explanatory Responses On Investor Engagement In Online Financial Q&A, Runyu Wang, Zili Zhang, Keng Siau, Ziqiong Zhang

Research Collection School Of Computing and Information Systems

The emerging trend of digital communications between firms and investors through online question-and-answer (Q&A) platforms is recognized as a vital strategy for managing investor relations, contributing to enhanced market efficiency and information transparency through increased information exchange. Potential investors can seek responses from firm managers to address their information needs, thereby mitigating market uncertainties. To provide foundational insights, we conduct a survey of investors to assess their awareness, usage, and perceptions of firm-investor Q&A platforms. In the subsequent empirical study, we specifically focus on the substance of managers’ responses, which are primarily aimed at clarifying firm events or information. In …

Per Se Non-Takings, Nestor M. Davisdson, Timothy M. Mulvaney

Faculty Scholarship

In the discourse on the Takings Clause, disputes over methodology have long formed a kind of proxy war, with per se rules ordinarily underwriting strong constitutional protection for property rights and ad hoc standards more often vindicating public interests. At a moment when the Supreme Court is increasingly embracing the rules end of this rules-standards spectrum, this Article offers a novel perspective to challenge the conventional link between categorical reasoning and classical liberal conceptions of constitutional property.

To do so, the Article excavates a vast body of law denying takings liability through rule-like reasoning, an approach the Article calls per …

Digital Solutions For Bridging Language Barriers: Designing And Testing An App For Construction Spanish Safety Communication On Construction Jobsites, Adrian Cappella

All Theses

Language barriers between English-speaking supervisors and Spanish-speaking workers create safety risks on U.S. construction jobsites. Hispanic workers face higher injury and fatality rates, with miscommunication being a major contributing factor. Existing translation tools lack the accuracy, cultural context, and jobsite relevance needed for effective safety communication.

In this study a mobile application with construction-specific safety phrases in English and Spanish was designed and field tested. The research included a literature review, phrase collection and validation with industry experts, application development and design with a computer science collaborator, and usability testing with supervisors and workers. Surveys and field trials measured navigation, …

Environmental Sanitation In Long-Term Care Facilities: A Focus On Regulations And Implementations, Ruwan Dissanayake Dissanayake Mudiyanselage

All Theses

Environmental sanitation is a fundamental component of infection prevention in long-term care facilities (LTCFs), where residents are at increased risk due to advanced age, underlying health conditions, and communal living arrangements. Despite its critical role, significant gaps remain in implementing environmental sanitation procedures and the regulatory frameworks that guide them.

This study combines two components: (1) an across-state regulatory review of environmental sanitation in LTCF regulations and (2) a cross-sectional survey assessing environmental sanitation characteristics of nursing homes (NHs) and assisted living facilities (ALFs) and Rural and Urban LTCF observation study in South Carolina (SC) . For the regulatory review …

Feedback Loops: Fly On The Wall, Patrick Barry

Articles

I recently turned to an interesting source to get some feedback on the way I communicate when leading meetings and speaking to large groups: artificial intelligence (AI) tools. Born into a family of fast-talking New Yorkers who don’t always wait for you to finish your thoughts before they jump in with theirs (my mom grew up in Manhattan and my dad grew up in Long Island), I recently realized that I have developed what the linguist Deborah Tannen calls a “high-involvement” conversation style, especially when I take the lead in meetings or teach my classes. I nod as other people …

Barriers To Hospice Access For The Latino Community, Guadalupe Rivera

Capstone Projects and Master's Theses

The Latino community in Monterey County faces significant obstacles to accessing hospice care, including language barriers and cultural misunderstandings. Many community members are unfamiliar with available hospice services or hold common misconceptions, such as equating hospice only with dying or abandonment. This capstone project, in partnership with the Central Coast Visiting Nurse Association (VNA), investigated these barriers through interviews conducted at a local senior event. An important outcome of the project was the creation of a bilingual (Spanish and English) resource guide for new Social workers which helps social workers efficiently connect Latino families to appropriate services in their preferred …

More Than Words: A Parent-Led Approach To Triqui Language Revitalization At Home, Monica Andrade

Capstone Projects and Master's Theses

Preserving indigenous languages is crucial for maintaining cultural identity, strengthening family bonds, and promoting the healthy development of children. For many immigrant Triqui families, the shift to using dominant languages like English or Spanish can lead to language attrition, a gradual loss of their native language when it is no longer spoken regularly at home (McCarty, 2003). To help Triqui parents actively preserve and promote their heritage language, I conducted a workshop specifically for a group of Triqui mothers at the Greenfield Community Center. The workshop provided practical strategies to engage children in everyday Triqui conversations, strengthen intergenerational connections, foster …

The Effect Of An English Mother Tongue On Spanish Language Acquisition, Erin Wallace

Honors Theses

This study investigates how English influences the Spanish acquisition of English-speaking learners by analyzing written errors, background factors, and interview data. Using two linguistic classification frameworks, it identifies both the types and underlying causes of errors, revealing that gender and plural agreement issues, verb forms, word order problems, and subjunctive misuse are the most frequent difficulties. These errors primarily stem from first-language transfer, overgeneralization, and instructional gaps. The findings highlight the need for targeted practice, contrastive analysis, and greater exposure to authentic Spanish input. Despite limitations such as small sample size and incomplete interview participation, the study offers direction for …

A Phenomenological Exploration Of Black International Graduate Students’ Experiences In Building A Sense Of Belonging And Community At A Predominantly White Southern University, Hilda Solange George

Graduate Theses and Dissertations

Black international graduate students’ experiences navigating and developing a sense of belonging and community at higher educational institutions in the United States and particularly at predominantly white institutions have received minimal attention in scholarly inquiries, despite their cultural, intellectual, and financial contributions to host institutions and the country. To fill this gap in the existing literature, this hermeneutical phenomenological study aimed to gain a nuanced and in-depth understanding of Black international graduate students' perceptions of their sense of belonging and community at a predominantly white southern university (PWSU) in the United States. Guided by the research questions and the Black …