Educational Methods Commons^™

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 …

The Digital Tightrope: Navigating Social Media Ethics In Counseling, Kaitlynn Cornell-Mullane

Journal of Technology in Counselor Education and Supervision

Social media has become deeply integrated into both personal and professional lives, yet the use by counseling professionals remains underexplored. This study investigated how various roles within the counseling field experience and utilize social media in their professional development, identity formation, and ethical practice. A qualitative online survey was utilized to collect data from counseling professionals (N = 20). Findings revealed six themes: (1) Conflicting Perspectives on Client Social Media Use and Engagement, (2) Personal Discomfort and Ethical Ambiguity, (3) Counselors’ Varied Approaches of Social Media Use, (4) Social Media Use for Professional Development, (5) Mixed Perspectives on Social Media …

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. …

Focus Daily: Jase Special Issue On Hip-Hop, Disability, And The Continuing Evolution Of Arts-Based Pedagogy In Special Education (Side B), Jonte C. Taylor

Journal of the Arts and Special Education

Hip-hop has long served as an educational tradition, emerging from the Bronx as a cultural response to systemic inequities that fostered identity, critical consciousness, creativity, and community through its core elements of emceeing, DJing, breaking, graffiti, and knowledge of self. In this second special hip-hop issue of the Journal of the Arts in Special Education (JASE) and building on the initial 2025 JASE special issue, this collection advances hip-hop pedagogy beyond an engagement strategy by positioning it as a culturally inclusive framework that supports academic achievement, identity affirmation, and meaningful participation for students with disabilities. The contributing scholars explore how …

Decentring Philosophical Education In African Tertiary Education: Integrating Global Perspectives In The Classroom, Isaac Mutelo

Comparative Philosophy

The philosophical discourse has been dominated by Western perspectives, an approach that continues to influence curriculum design and delivery in higher education. The historical dominance of the Western philosophical canon in university curricula has contributed to the marginalisation of other equally significant philosophical traditions from Africa, Latin America, Asia, and Indigenous cultures. This approach has contributed significantly to the narrow and limited scope and relevance of philosophy as an academic field globally. Rather than advocating for the dominance and superiority of the Western-centred curriculum, this paper acknowledges the centrality of integrating global philosophical perspectives in the philosophy curriculum and discourse …

Engaging Intercultural Philosophy In The Classroom: A Methodological Proposal, Gloria Luque Moya

Comparative Philosophy

The exclusion of non-Western philosophies from university curricula has been a persistent feature of academic philosophy, both in the United States and Europe. This marginalization reflects an enduring assumption that philosophy is a uniquely Western enterprise, originating in ancient Greece and developed exclusively within European traditions. This article challenges that assumption by arguing that the teaching of intercultural philosophy is not merely a pedagogical issue, but an urgent necessity in the context of globalization and cross-cultural exchange. Focusing on the limited presence of non-Western philosophical traditions in Spanish university programs, the article first analyzes the structural asymmetry in the historiography …

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 …

Objectives And Methods Of Teaching Intercultural Philosophy: Introduction, Zaida Espinosa Zarate, Mario Wenning

Comparative Philosophy

No abstract provided.

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 …

At Risk Students: Ensuring A Successful Transition Into High School, Angela Espada

Education Theses and Dissertations

This Improvement Science Dissertation in Practice concentrated on the persistent problem of freshman course failure at a large, diverse, Title I high school serving a military-connected community in Central Texas. Although intervention programs existed, an increasing number of ninth-grade students were consistently failing one or more courses during their first year of high school, which revealed several gaps in the campus’s system of support. The Improvement Science framework and two Plan-Do-Study-Act (PDSA) cycles were used to examine the factors contributing to freshman course failure and to assess the interventions implemented to improve academic success as students transitioned into high school. …

Language Learning Under Pressure: Rethinking Anxiety, Assessment, And Support In Second Language Classrooms, Bryn C. Cole

All Graduate Reports and Creative Projects, Fall 2023 to Present

This portfolio examines the role of anxiety in second language acquisition (SLA) and its impact on student performance, assessment, and overall participation. Drawing on both the author’s classroom experience and SLA research, it argues that language anxiety should be understood as a structural feature of classroom environments rather than an individual learner deficit. The paper explores how traditional assessment practices may obscure students’ underlying competence by prioritizing performance under pressure. It proposes two key shifts in response: reformatting assessments as a more flexible and context-sensitive process, and integrating peer mentorship as a form of interpersonal instructional support. Together, these approaches …

The Relativity Of Education: Student Perspectives On Artificial Intelligence In Community College, Ashley Greta Magana

Electronic Theses, Projects, and Dissertations

This hermeneutic phenomenological study examined how diverse community college students experience and make meaning of the integration of generative artificial intelligence (AI) into their educational contexts. Although AI is quickly transforming higher education through automated grading, personalized learning systems, and new models of assessment, the discourse surrounding its implementation remains dominated by administrators, faculty, and institutional stakeholders, while the perspectives of students, specifically community college students who are often historically underrepresented and economically marginalized, are systematically excluded. Most existing research is quantitative and centered on universities, leaving a critical gap in qualitative understanding of the most diverse population in higher …

A Focus On Student Needs In German Instruction, Elisa E. Remund

All Graduate Reports and Creative Projects, Fall 2023 to Present

This portfolio serves as documentation of the author’s professional progress throughout the Master of Science of Second Language Teaching (MSSLT) program at Utah State University, shown through teaching philosophy, hands-on teaching experience and practice, and demonstrates the author’s use of pedagogical strategies and theory, including but not exclusive to comprehensible input, the sociocultural method, dynamic assessment, and the output hypothesis. It details the usage of current research-based strategies to increase classroom engagement and student proficiency, such as the IMAGE Model for teaching culture and language, collaborative learning, and dynamic assessment strategies. Furthermore, the portfolio includes a reflection on the benefits …

Developing A Learner-Centered Teaching Routine, Hyeeun Jang

Journal of Humanistic Mathematics

This paper shares my story of developing, from Fall 2022 to Spring 2025, a learner-centered teaching routine for my undergraduate mathematics courses. I use four steps: an opening question, a short mini lecture about meaning, structured small group work, and a short end-of-class exit check, at times supported by quick visuals in Mathematica and, when useful, Python. Instead of relying on extended traditional lectures, the routine emphasizes collaborative problem solving and invites students to articulate and check their reasoning together. I used this routine mainly in my elementary statistics classes, but also in calculus and linear algebra. The evidence I …

Training Needs And Preferences Of Small-Scale Farmers In Maryland, Lila B. Karki, Prem Bhandari, Enrique N Escobar

Journal of Extension

This study examined small-scale farmers' (N = 124) current needs, emerging priorities, and training preferences from a Farmers' Needs Assessment in Agriculture. They reported marketing agricultural products as the most important activity for building capacity, followed by certification for good agricultural practices; low-volume, high-value crops; agribusiness and enterprise development; specialty and ethnic vegetable production; and developing value-added products. The most preferred educational materials were hands-on exercises and digital learning videos. They preferred weekend programs over weekdays (afternoon, evening, and virtual) and shorter sessions over daylong sessions to benefit most from the educational events.

Leveraging Generative Artificial Intelligence To Effectively Implement School Counseling Interventions And Programs, Jeffrey M. Warren

Journal of Technology in Counselor Education and Supervision

Academic and mental health concerns persist in K-12 schools across the country. School counselors play a central role in addressing these issues and supporting the academic success, social/emotional development, and college and career readiness of all students. However, school counselors face numerous barriers when promoting student success. Making matters worse, emerging literature suggests that school counselors lack a clear understanding of how to implement programs and interventions effectively. Artificial intelligence can play a vital role in helping school counselors deliver effective and efficient services. This article provides overviews of implementation science and generative artificial intelligence. A case example and analysis …

The Human Side Of Policy: Rural Teachers And Alberta’S 2024 Mobile Device Ban, Kelly A. Smith

Journal of Nonprofit Innovation

Technology-restrictive educational policies are increasingly shaping classroom practice, yet limited qualitative research has examined how teachers experience implementing these mandates in rural contexts. This study explored how rural elementary teachers experienced Alberta’s 2024 Ministerial Order banning personal mobile devices during instructional time. Using a phenomenological approach, semi-structured interviews were conducted with eight rural elementary teachers and analyzed through reflexive thematic analysis. Four themes emerged: policy ambiguity, reduced professional autonomy, emotional labour, and leadership as a mediating force. Findings suggest the policy functioned as more than a classroom technology restriction, shaping trust, instructional flexibility, teacher well-being, and school relationships. The study …

Client Usability And Student Perspectives Of A Novel Mobile Health App To Facilitate 3d-Printed Assistive Device Learning And Application, Sara Benham, Sarah Argumedo, Samantha Pifer, Tiras Williams, Jeffrey Bush, Monica Kaniamattam

Journal of Innovation in Health Sciences Education

Introduction: Locating, selecting, and printing appropriate 3D-printed assistive devices (AD) to meet specific health needs can be overwhelming. To address these challenges, the 3DAdapt app was developed. This study aimed to explore the app’s usability through an occupational therapy (OT) student project that involved delivering 3D-printed AD to older adults.

Methods: Over three sessions, OT students collaborated with older adults to provide customized 3D-printed AD. The app’s usability was assessed using a mixed-methods approach, including the System Usability Scale (SUS; scores ≥ 70 indicate usability). Focus groups with OT students further explored the usability of occupation-focused interventions with their …

Shaped By Experience: A Study Of Hybrid Professional Physical Therapist Education Patient Experiences And Experiential Learning., Teresa R. Bachman, Anne H. Boddy, Megan B. Flores, Elizabeth M. Ardolino

Journal of Innovation in Health Sciences Education

Introduction: Limited evidence exists on the use of patient experiences (PE) and experiential learning (EL) in hybrid entry-level physical therapist (PT) education programs. This study explored the impact of PE and EL within immersion labs on student self-confidence and self-efficacy in a hybrid entry-level PT education program. A total of 431 surveys were completed across 8 lab immersions for 6 courses. Nine total focus group discussions occurred, with a total of 50 participants, ranging from 2 to 10 per group.

Methods: A convenience sample from one entry-level hybrid PT education program participated in this mixed-method study with surveys and …

A Pedagogical “Eras” Tour: Thirteen Years Of Evolving As A Writing Methods Instructor [Special Issue], Susanna Benko

Teaching/Writing: The Journal of Writing Teacher Education

ABSTRACT: This reflective essay uses Taylor Swift's Eras Tour as a conceptual framework for examining thirteen years of teaching a writing methods course for preservice teachers. Drawing on longitudinal reflection, I identify four distinct pedagogical eras in my practice, each representing shifts in how I conceptualize what preservice teachers need to learn about teaching writing and how clinical experiences shape that learning. Through this extended reflection, I argue that meaningful pedagogical change becomes visible only across time, not semester-to-semester. Key insights include the sustained centrality of writing practice in methods courses and the influence of institutional changes on course design. …

"We Can't Shut The Classroom Door": Crossing Borderlands Of Practice In The Writing Methods Course, Vanessa C. Sullivan

Teaching/Writing: The Journal of Writing Teacher Education

This article shares the findings of a qualitative study that engaged ten writing teacher educators from across the United States in interviews, curriculum submission, and a mapping practice to explore the ways that they perceive and enact the teaching of the writing methods course within dynamic and complex settings. Using a conceptual framework of borderlands of practice to gain insight into the discourses and value systems that surround the course, findings revealed the overlapping domains that impact the preparation of teachers in the field of writing, the key values that guide the way that participants approach their teaching, and the …

Teaching (In) Community: Reflection And Relationship In The Writing Methods Course, Kristie Jolley, Emily Stephens Kasper, Meridith Reed

Teaching/Writing: The Journal of Writing Teacher Education

In this article, three writing teachers, one a writing teacher educator, reflect on how the writing methods course has shaped their work as teachers and helped them build community and identify resources to adapt to new teaching contexts and challenges.

Our Journeys As Teachers Of Writing: Learning From Our Mentor, Tracey T. Flores, Cecilia Espinosa

Teaching/Writing: The Journal of Writing Teacher Education

Written in two voices, we reflect on our journeys as teachers of writing and teacher educators shaped by transformative mentoring in literacy methods courses at Arizona State University and community embedded learning at William T. Machan School. Weaving together sociocultural and translanguaging theories, we explore how being invited to write from our lives reshaped our identities as writers and educators. In our work, we draw on strength-based approaches to teaching writers that centers voice, meaning making, multilingualism, and funds of knowledge. In the midst of an increase in the use of a scripted curriculum, we argue for reclaiming writing as …

Writing Workshop Methods Course As Catalysts For Long-Term Pedagogical Identity: A Co-Authored Narrative Of Resonance, Resilience, And Effects, Elsie L. Olan Dr., M.Priscilla Develder

Teaching/Writing: The Journal of Writing Teacher Education

Writing workshop methods courses introduce teachers to foundational practices for teaching writing, yet their long-term influence on teacher identity and instructional decision-making often remains underexamined. This co-authored narrative explores how experiences within a graduate-level writing workshop shaped the pedagogical development of two educators: a professor who designed and facilitated the course and a former graduate student who went on to teach English Language Arts (ELA) in both elementary and higher education settings. Drawing on a 60-hour shadowing experience, the narrative analyzes classroom observations, reflective writing, and dialogic exchanges to illuminate three central themes: resonance, resilience, and effects that demonstrate how …

Strengthening Our Pedagogy Together: A Methods Instructor And Her Former Student Partner To Promote Agency In The Secondary Writing Classroom [Special Issue], Michael Rojas, Kate Sjostrom

Teaching/Writing: The Journal of Writing Teacher Education

In many English classrooms today, writing instruction is reduced to templates and formulas, robbing students of agency, voice, and transferable skills. This article describes a collaboration between a writing methods course instructor and one of her former students bent on proving that what they believe makes for solid writing instruction—a sometimes messy process involving choice and authentic purpose and audience—works. Documenting development of a new secondary writing course and a project to introduce the course’s methods to pre-service teachers, the authors recount barriers they encountered, strategies they developed for overcoming them, and issues they are still grappling with. In the …