Digital Commons Network^™

From Curriculum To Career: A Grounded Theory Of Ai-Driven Employability In Higher Education, Sandra Baroudi, Christina Davison, Maryam Juma

All Works

This study examines how undergraduate students navigate employability within an AI-driven labor market, highlighting the role of digital social capital, personal branding, and multicultural identity management in a rapidly modernizing, culturally diverse setting. Employing a constructivist grounded theory approach, semi-structured interviews were conducted with 12 undergraduates across STEM and humanities disciplines. Data were coded iteratively using constant comparative methods until theoretical saturation. Five major categories emerged: experiential learning, professional networking, digital self-promotion, cultural identity tensions, and technological adaptability. The study proposes an ‘AI-Driven Employability Framework’ that integrates Human, Social, and Cultural Capital theories and develops two context-specific extensions: digital social …

Rethinking Teacher Education Programs: (Mis)Understanding Of Culturally Responsive Teaching Among Teacher Candidates, Shirley M. Sommers

Northwest Journal of Teacher Education

This article draws from a study conducted on pre-service teachers enrolled in a teacher education program. The study examines students’ understanding and misunderstanding of what constitutes culturally responsive teaching. This is a mixed methods study. A Likert-type survey and qualitative questionnaires were used to collect data. Descriptive statistics were used to analyze survey data, and a thematic coding method was used for analysis of qualitative data. The results of the study show that pre-service teachers are aware and knowledgeable of the term culturally responsive teaching as the term is widely used in the teacher education program in which they were …

Evaluating Gender Equity In The Berenstain Bears Picture Books, Christy Tisnawijaya, Geni Kurniati

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

Picture books serve as a foundational medium in early childhood education, utilizing interrelated visual and verbal elements to foster linguistic, cognitive, and social development. Despite their pedagogical utility, certain literary works inadvertently perpetuate traditional gender roles, constraining children's conceptualizations of identity. This study evaluates gender representation within eleven selected titles of The Berenstain Bears series. Employing a qualitative multimodal content analysis, the study integrates Butler's gender performativity framework (1990), Callow's multimodal narrative approach (2020), and Adam and Harper's evaluative criteria (2021) to examine how domestic, social, and recreational roles are constructed. This study offers novelty by establishing a dual-lens multimodal …

Digital Leadership Patterns Of School Principals In Coding And Artificial Intelligence Learning, Ramadhanur Putra, Lia Yuliana

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Digital transformation in education requires school principals to integrate technology into learning processes and school management. This study aims to analyze principals' digital leadership patterns in supporting Coding and Artificial Intelligence learning at SMP Islam Al Azhar 26 Yogyakarta and SMP Islam Al Azhar 66 Bantul. This research employed a descriptive qualitative approach and the data were collected through interviews, observations, and documentation for data collection. The participants consisted of principals, vice principals for curriculum, and teachers. The findings reveal that both schools implement transformational digital leadership through establishing a digital vision, enhancing teacher competencies, providing technological infrastructure, and strengthening …

From Reluctance To Resilience: The Link Between Attitude And Growth Mindset In Calculus Students, Olivia Valente, Kathryn E. Pedings-Behling, Amy N. Langville

Journal of Educational Research and Practice

Many postsecondary students enter general education mathematics courses with negative attitudes, shaping their willingness to engage with the content. This study explores the relationship between students’ attitudes towards mathematics and their growth mindset, revealing effective strategies to enhance learning experiences, particularly for students who are reluctant learners. The research investigates two questions: (1) How do students’ Attitude Toward Mathematics Inventory (ATMI) scores and Growth Mindset Scale (GMS) scores relate? and (2) Do gender or course modality affect this relationship? This study addresses a gap in literature by examining how enjoyment, motivation, self-confidence, and perceived value connect with growth mindset. The …

#Narctalk: Analysis Of Perceptions Of Personality Disorders In Tiktok Content, Amanda C. Dediego, Auna Nelson, Feven Seifu, Amanda D. Tracy, Madeline Grubb, R.J. Schoen

Journal of Technology in Counselor Education and Supervision

No abstract provided.

Clinicians’ Reflections On Explainable Ai (Xai) In Counselor Education And Diagnostic Training: An Exploratory Qualitative Study, Kuo Deng, Xiaomeng Ye, Yi Li-Brown, Cara Miles, Angelina F. Pennino

Journal of Technology in Counselor Education and Supervision

Current approaches to teaching clinical diagnosis in counselor education and supervision often

rely on self-reports, brief vignettes, and supervisors’ recollections—methods that can be resource- intensive and prone to bias, contributing to diagnostic inaccuracy among trainees. While artificial

intelligence (AI) has gained traction in healthcare, many machine learning (ML) models function as “black boxes,” limiting transparency and educator trust. Explainable AI (XAI), which focuses on making AI processes interpretable, offers a potential solution for counselor training. This exploratory qualitative study examined eight licensed psychologists’ reflections after viewing a live demonstration of an original XAI model trained to predict depression. Using Reflexive …

Toward A Triadic Therapeutic Alliance: Understanding Client, Therapist, And Ai Relational Processes In Counseling, Jennifer Young

Journal of Technology in Counselor Education and Supervision

Artificial intelligence (AI) is integrated into counseling through chatbots, digital companions, and clinical decision-support tools. This integration challenges traditional models of the therapeutic alliance, which have historically centered on the dyadic relationship between client and therapist. To address this gap, the Triadic Therapeutic Alliance (TTA) Model of Client-Therapist-AI Relational Dynamics offers a new framework for understanding how relational processes unfold when AI becomes an active participant in therapy. The model extends alliance theory into a triadic structure that includes the client-AI and therapist-AI relationships alongside the traditional human alliance. Drawing on research in human-computer interaction and ethical frameworks of trust …

Exploring Chatgpt As A Simulated Client: A Feasibility Study In Undergraduate Counselor Training, Kayla E. Hayes, Rebecca L. Wilson, Joshua Wilson

Journal of Technology in Counselor Education and Supervision

Generative artificial intelligence (AI) offers new possibilities for simulation-based counselor training by enabling scalable, text-based interactions that mimic human dialogue. This exploratory feasibility study examined whether ChatGPT can serve as a simulated counseling client and feedback provider for undergraduate students learning counseling skills. Five upperclassmen completed a 45–60-minute text-based session with ChatGPT portraying “Sarah,” a college student experiencing depression and loneliness, followed by AI feedback and a semi-structured interview. Trained raters judged ChatGPT’s client portrayal and feedback as generally accurate, particularly for tone, empathy, and identification of students’ strengths. Accuracy was lower for rapport, summarizing, and pacing characteristic of an …

Generative Artificial Intelligence In Counselor Development: Examining Systemic Influences On Training, Lauren Dollarhide, Leo Gonzalez Jr., Rachel M. Smith

Journal of Technology in Counselor Education and Supervision

The use of large language models (LLMs) and generative artificial intelligence (AI) tools (e.g., ChatGPT, AI-assisted supervision platforms, and AI-powered role-play simulations) in counselor education is changing the way counselors-in-training (CITs) are trained and has both risks and benefits for the field. This conceptual article applied Bronfenbrenner’s ecological systems theory to evaluate the impact of these technologies at multiple levels within the counseling training environment. The microsystem is described as the interactions between CITs and the AI they use to support their training experiences (e.g., AI-based learning tools, role-playing simulations). The mesosystem refers to the movement of AI across different …

Simulation-Based Education In A Counseling Skills Course: A Mixed-Methods Pilot Study, Alexandra Gantt-Howrey, Hana Shewamoltot Meshesha, Renyi Huang, Elizabeth A. Doughty Horn, Renee Howells, Adenike Ololade Adedapo

Journal of Technology in Counselor Education and Supervision

Simulation-based education (SBE) is a technique that introduces students to real-world experiences (Gaba, 2004) in a safe way (Holmes et al., 2023). Scholars have suggested that SBE may be a promising means of enhancing counselor education (e.g., Pope & Hilliard, 2024). We recruited a sample of N = 12 counseling skills students who completed up to 12 simulation-based education (SBE) activities using Simucase (2025) across one semester. We conducted an embedded, qualitatively-driven mixed methods pilot study (Creswell & Plano Clark, 2017) to understand participants’ perspectives on and impacts of the SBE activities on their perceived counseling self-efficacy and multicultural competence. …

Conceptual Framework Of Professional Learning Communities For Cambodian Upper Secondary School Teachers, Ousa Chao, Mam Chansean, Vira Neau

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

This paper explores the challenges of teacher professional development within Cambodian public upper secondary schools, driven by low teacher qualifications, resource gaps, and cultural barriers. Using an integrative literature review and qualitative document analysis, this paper synthesizes 58 sources, including official Cambodian regulatory frameworks, global evaluations, and empirical studies. By synthesizing local policy with international PLC models from Japan, South Korea, and Singapore, this study reveals a substantial gap between national policy goals and local school conditions. To bridge this divide, the article presents a contextually adapted four-pillar conceptual framework alongside actionable strategies to support effective PLC implementation across Cambodian …

Depictions Of Girls With Adhd In Contemporary Picturebooks: A Critical Content Analysis, Madison Briann Smith

Theses and Dissertations

This study examines how girls with ADHD are depicted in contemporary picturebooks through the theoretical framework of critical disability studies (CDS). While research has increasingly explored disability representation in children's literature, depictions of girls with ADHD remain underexamined despite the ways in which ADHD manifests in female populations and the historical underdiagnosis of females with the condition. Using critical content analysis (CCA), six contemporary picturebooks featuring female protagonists with ADHD were analyzed for their visual and textual representations of neurodiversity. Findings were organized into two overarching themes: strength-based and deficit-based depictions. Strength-based portrayals emphasized creativity, identity formation through adult mentors, …

Closing The Awareness–Behavior Gap: A Role-Based Phishing Training Framework For Higher Education, Ranylene O. Olaybal, Ryan A. Olaybal

Journal of Cybersecurity Education, Research and Practice

Phishing remains one of the most persistent cybersecurity threats facing higher education institutions, where diverse user populations and highly connected digital environments increase exposure to social engineering attacks. Although cybersecurity awareness initiatives are widely implemented, high awareness does not always translate into secure behavior. This study examined phishing awareness, phishing-related practices, phishing susceptibility, and phishing experiences among college students, teaching faculty, and administrative staff in a private higher education institution in the Philippines. Using a quantitative cross-sectional design, data were collected from 553 respondents through a validated survey instrument and analyzed using descriptive statistics, one-way analysis of variance, Tukey's honestly …

Supporting Students’ Self-Efficacy And Motivation In The Mathematics Classroom, Audrie H. Cox

Masters Projects

This project examines the role of mathematics self-efficacy in supporting student motivation, engagement, and achievement in secondary mathematics classrooms. Through a review of current research, the project identifies instructional practices that strengthen students' confidence in their mathematical abilities, including formative assessments, meaningful feedback, supportive teacher-student relationships, and opportunities for productive struggle. Drawing on these findings, a professional development workshop session was developed to equip secondary mathematics teachers with practical, research-based strategies that promote positive mathematics self-efficacy and improve overall classroom instruction. By translating research into actionable teaching practices, this project aims to support more confident, motivated, and successful mathematics learners.

Flows That Teach: Multimodal Hip-Hop Pedagogy For Equity In Special Education, Camille O'Quin, Sara Jozwik

Journal of the Arts and Special Education

Hip-Hop can be more than a soundtrack played at home, it can be a bridge between culture, language, and learning at school. This article shows how Hip-Hop pedagogy, translanguaging, and code-meshing can support students with disabilities, especially those who speak African American Vernacular English (AAVE), in the classroom setting. Grounded in culturally relevant pedagogy and translanguaging theory, the approach uses rhythm, storytelling, and performance to build narrative fluency, language awareness, and confidence. Examples include students drafting rap verses about personal experiences, holding structured cypher circles to practice turn-taking and self-expression, and blending AAVE with Mainstream American English in writing for …

Developing Flow Theory For Black Girl Genius: A Conceptual Framework Grounded In Discrit, Endarkened Feminist Epistemology, And Hip-Hop Pedagogy, Keishana L. Barnes, William C. Hunter

Journal of the Arts and Special Education

Twice exceptional Black girls, those who are both intellectually gifted and identified with a disability, navigate classrooms shaped by racism, ableism, and sexism. These overlapping systems often render their brilliance illegible, leading to misidentification, exclusion, and under-support in both gifted and special education. This conceptual essay introduces Flow Theory for Black Girl Genius, a liberatory framework that considers Disability Critical Race Theory (DisCrit), Endarkened Feminist Epistemology, and Hip-Hop Pedagogy. DisCrit helps uncover the structural barriers that marginalize students at the intersection of race and disability. Endarkened Feminist Epistemology centers ancestral, embodied, and spiritual ways of knowing rooted in Black …

The Effects Of Using Hip-Hop Song Lyrics During Instruction For Students With Emotional And Behavioral Disorders, Jonte C. Taylor, Millie Rodriguez

Journal of the Arts and Special Education

Hip-hop pedagogy has emerged as a culturally responsive instructional framework designed to increase student engagement, identity affirmation, and academic achievement by incorporating elements of hip-hop culture into classroom instruction. Despite growing interest in hip-hop-based education, limited empirical research has examined its effectiveness for students with disabilities, particularly students identified with emotional and behavioral disorders (EBD). This study investigated the effects of using hip-hop song lyrics during English language arts instruction to teach literary devices to three secondary students with EBD using a single-case multiple-baseline-across-participants probe design. Three comparison students receiving traditional textbook-based instruction were also included. Dependent variables included instructional …

Recognition Of Autism Characteristics In Females: An Examination Of Stakeholders, Laurel Lyn Bishop

Theses and Dissertations

Autism is a neurodevelopmental communication disorder, characterized by differences in social communication, attention, interests, and sensory perception. Diagnostic criteria have historically applied to males, but clinical diagnostic criteria beginning in 2022 now include slight differences in traits comprising the female phenotype. Until recently, autistic females may be missed by the professional and education community or diagnosed later than males. Like their autistic male counterparts, they face an increased risk of suicidal ideation, but they also face more difficulties in peer relationships, academic problems, and increased anxiety and depressive symptoms, but may not get supports. School-age girls spend their days with …

When The Road Leads You Home: A Self-Study Of An Appalachian Return Migrant Educator, Brianna Gerstner

Theses and Dissertations

This study explores one Appalachian educator's beliefs and judgments about her students' literacy practices after returning to her Appalachian hometown to teach at her alma mater. Upon her return, she experienced discomfort with the thoughts she had about her Appalachian students, recognizing that they reinforced stereotypes. Through the S-STEP process, the educator identifies her beliefs and judgments of her students, the teaching practice she engaged in over time, and the changes in her beliefs and judgments during a community literacy project. This period of critical self-study lasted 3 months, and the educator intentionally engaged in culturally sustaining pedagogy. Findings revealed …

Mathematics Anxiety And Academic Performance In Mathematics, Bradley Vandermissen

Masters Projects

Mathematics anxiety represents a psychological barrier that negatively impacts student academic performance and self-efficacy across all educational levels. Many secondary mathematics students experience physiological stress, self-doubt, and reduced working memory efficiency when encountering mathematical tasks, often leading to disengagement or an over-reliance on artificial intelligence (AI as a learning shortcut rather than an educational tool. Despite the widespread nature of this issue, educators frequently lack the formal training and practical pedagogical strategies necessary to identify, manage, and alleviate mathematics anxiety within their classrooms. Rooted in Bandura’s Social Cognitive Theory, this project addresses the underlying cognitive and biological components of mathematics …

Teaching China Beyond Eurocentrism: Intercultural Pedagogy And The Case Of The República Del Reino De La China By Jerónimo Román Zamora, Miriam Diaz Belizon

Comparative Philosophy

Interdisciplinary approaches to teaching China in Western academic contexts often reproduce Eurocentric frameworks that reduce Chinese philosophical and cultural traditions to subordinate objects of analysis. This article proposes an alternative model grounded in intercultural philosophy and the Filosofías del Sur, arguing that China should be approached not as a distant object of representation, but as an epistemic interlocutor capable of transforming philosophical education. The article develops this argument through the recovery of the República del Reino de la China, included in the 1595 edition of Repúblicas del Mundo, as a key example of early intercultural mediation from the European South. …

Tracing The Philosophy Of Toleration Through An Intercultural Lens: Theory, Challenges, And Educational Implications, Xianzhe Hui

Comparative Philosophy

Toleration is usually defined as a permissive attitude toward disagreement or dislike concerning diverse beliefs and practices. In philosophical education, toleration is emphasized both theoretically and in the way teachers and students practice it. Scholars and philosophers are familiar with the connotations and justifications of toleration attributed to Enlightenment philosophers. Toleration has often been regarded as a uniquely Western idea or virtue, rooted in the European Enlightenment values of individual rights and freedom of thought. Recently, however, this viewpoint has been challenged by scholars, who argue that the approaches to diversity in non-Western intellectual traditions should be taken into consideration. …

Intercultural Questioning: Teaching Report On A Question-Oriented Pedagogy In Teaching Chinese Philosophy, Sai Hang Kwok

Comparative Philosophy

Language and cultural barriers pose major obstacles to teaching Chinese philosophy to Western philosophy students. Without a cultural and linguistic background, students often struggle to read the original Chinese philosophical texts. Translation also involves issues of interpretation that are difficult to be settled in undergraduate-level courses. To address this situation, this paper introduces a question-oriented pedagogy called “intercultural questioning”. Instead of aiming at a comprehensive understanding of the entire Chinese philosophical tradition, the question-oriented pedagogy reveals the implicit assumptions in one’s conceptual frameworks and unexamined questions in Western philosophy through the East-West dialogue. Students can obtain philosophical insights from Chinese …

Applications And Insights Of The Use Of Ethnographic Research In A Local Context Of Nepal, Dipak Raj Rai, Sunita Dangol, Megh Raj Dangal

The Qualitative Report

This paper expounds on ethnographic research in comprehending the cultural, economic, and social nuances in the Nepali local community. The paper also emphasizes the significance of ethnographic research in providing profound insights into the daily lives, traditions, and interactions of cultural groups. This writing aims to describe the historical concept of ethnography, its philosophical standpoint, types of ethnography, fields of ethnographic research and commonly used methods for collecting ethnographic data. The main idea of the paper is to present the methods employed such as participant observation, ethnographic interviews, self-reporting, and artifacts that enable the researcher to obtain the true lived …

Interviewing Elite-Experts: When The Few Matter More Than The Many, Jo B. Helgetun, Thibault Coppe

The Qualitative Report

In this methodological essay, we discuss the ontology and epistemology of research interviews. We anchor our methodological reflection in our experiences interviewing elite-experts. Our goal is to highlight the strengths of research interviews, particularly elite-expert interviews, as well as the importance of using a qualitative rather than quantitative logic when conducting and analyzing such interviews. In discussing this case, we reflect on qualitative research and take a critical stance toward practices that undermine the field of qualitative research. Specifically, we reflect on the process of analyzing interviews—what we refer to as “the quantification of qualitative research”—and how it has become …

Through Their Lens: Co-Teachers’ Effective Strategies That Support Ells And Swds In Mathematics Inclusion Classrooms, Cheryl A. Bentham

Dissertations

Abstract

The current dialogue surrounding minoritized students in mathematics classrooms often focuses on deficit-based narratives that compare their competency to unrealistic norms. Such continuous negative narratives only serve to add another layer of marginalization to students who are already underserved, notably Black and Hispanic students, and subgroups comprising ELLs and SWDs. This qualitative case study explored the research-based strategies utilized by three co-teacher pairs to support ELLs and SWDs in Algebra inclusion classrooms. Vygotsky's (1978) social constructivist theory guided the study, which posits that learning occurs through social interactions, environmental influences, and support from more knowledgeable others. The data were …

Teacher Experience And Perception Of Feedback Literacy In The International Baccalaureate Diploma Programme, Carla B. Mills

Dissertations

Writing instruction in schools remains a significant area of concern even after decades of awareness that students are not performing at proficient levels upon high-school graduation. This phenomenographic case study investigated teacher feedback literacy at the secondary level through interviews with teachers of writing-intensive International Baccalaureate Diploma Program courses and document analysis. Areas of feedback literacy strength included teacher awareness of designing positive class environments, attending to the socio-emotional needs of their learners, extensive use of both rubrics and exemplars, and frequent provision of verbal feedback. Document analysis revealed the presence of explicit instruction in written feedback, rubric use, and …

Educator Experiences Of Schoolwide Pbis Discipline Implementation: Exploring School Culture In Private Pk–12 Schools, Jessica L. Guarneri

Electronic Theses and Dissertations

The purpose of this phenomenological study was to explore educators’ lived experiences implementing schoolwide Positive Behavioral Interventions and Supports (PBIS) discipline systems and to understand how those experiences influenced school culture in private PK–12 schools. Historically, PBIS focused on specific outcomes, such as reductions in discipline referrals, suspensions, and behavioral incidents. Though these indicators are critical, they do not consider in what way educators experience disciplinary systems, nor how their lived experiences affect routine interactions with students. Educators play a key role in implementing PBIS; their experiences foster consistency, trust, and sustainability. The participants included certified educators and administrators employed …

Aligned But Disengaged: Self-Estrangement Weakens Citizenship Behavior In Higher Education, Andrew Krouse, Rob E. Carpenter

Human Resource Development Faculty Publications and Presentations

Higher education depends on discretionary employee contributions that sustain coordination, service continuity, and institutional functioning. Yet contemporary governance and accountability pressures can reconfigure higher education work in ways that erode autonomy, line-of-sight, and intrinsic reward, elevating the risk of work alienation, weakening the discretionary behaviors institutions rely on. This study tests whether person–organization fit (POF) predicts organizational citizenship behavior (OCB) and whether multidimensional work alienation mediates this relationship through powerlessness, meaninglessness, and self-estrangement. Using survey data from 325 employees across four U.S. higher education institutions, we applied confirmatory factor analysis and structural equation modeling with bias-corrected bootstrapping. Model comparisons were …