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Articles 31 - 60 of 1027
Full-Text Articles in Educational Assessment, Evaluation, and Research
Student Perspectives On Grading In Higher Education Stem Courses, Christopher Sean Burns, Daniela D.S. Digiacomo, Jennifer Pusateri, Katherine Ritchie, Christine Wusylko
Student Perspectives On Grading In Higher Education Stem Courses, Christopher Sean Burns, Daniela D.S. Digiacomo, Jennifer Pusateri, Katherine Ritchie, Christine Wusylko
Information Science Faculty Publications
Purpose
Despite a growing awareness of instructional practices that support student learning and well-being, higher education classrooms tend to still be dominated by the use of rigid approaches to assessment and course design. This study aims to understand the experiences of students in courses that implement a universal design for learning (UDL) pedagogical approach and an ungrading assessment approach. Design/methodology/approach
Leveraging a qualitative methodological approach, authors interviewed 13 graduate students in two library and information science technology courses and 11 undergraduate students in a computer science course in discrete mathematics about their experiences with ungrading within the context of UDL-designed …
Teaching With S2scc-Ai: A Practical Framework For Sport Management Classrooms, Kimberly D. Bynum, Wendy T. Gillis
Teaching With S2scc-Ai: A Practical Framework For Sport Management Classrooms, Kimberly D. Bynum, Wendy T. Gillis
The COSMA Journal
ABSTRACT
Generative artificial intelligence (AI) technologies, including tools such as ChatGPT, Claude, and Perplexity, are radically changing how higher ed students approach their college learning experience. These shifts are especially impactful in undergraduate sport management programs, where employers expect graduates to demonstrate teamwork, critical thinking and digital literacy skills. As AI becomes embedded across sport industry functions such as event operations, marketing, analytics, and fan engagement, higher ed pedagogy must evolve to reflect the professional contexts students are preparing to enter. In this paper, Student-to-Student Co-Creation enhanced by AI (S2SCC-AI) is advanced as a practical, COSMA-aligned pedagogical framework for leveraging …
Early Childhood Echo (Ec Echo) Start-Up & Operations Manual, Lisa Long, I. Michelle Gaither, Ruby Brenner, Bradley Long, Emily Mcclelland, Malcolm Huell, Lauren Elliott, Katerina Sergi
Early Childhood Echo (Ec Echo) Start-Up & Operations Manual, Lisa Long, I. Michelle Gaither, Ruby Brenner, Bradley Long, Emily Mcclelland, Malcolm Huell, Lauren Elliott, Katerina Sergi
Publications
The Early Childhood ECHO (EC ECHO) Start-up & Operations Manual is a practical guide to launching case-based telementoring and professional development using the Project ECHO® model. Prepared for early childhood programs and agencies. Adapted from Mississippi’s EC ECHO implementation (2023–2025) and aligned with Project ECHO® guidance.
Submission To The Decadal Plan For Australian Education Research Consultation Paper, Australian Council For Educational Research (Acer)
Submission To The Decadal Plan For Australian Education Research Consultation Paper, Australian Council For Educational Research (Acer)
Shaping educational policy
This submission to the Decadal Plan for Australian Education Research Consultation Paper recognises a critical role for education research is to equip educators, leaders and systems with robust information, tools and practices to confidently inform decision-making about teaching, learning, and leadership. The submission highglights the importance of First Nations-led research, and an inclusion mindset for education research and AI as a tool for learning as key to justice, quality and equity for all. ACER understands that the field of education is highly interconnected and draws on evidence from multiple disciplines; it follows that collaboration in education research is the key …
Parents’ Lived Experiences With Competitive Integrated Employment For Children With Intellectual And Developmental Disability, Dr. Aisha J. Omar
Parents’ Lived Experiences With Competitive Integrated Employment For Children With Intellectual And Developmental Disability, Dr. Aisha J. Omar
Developmental Disabilities Network Journal
This phenomenological qualitative study explores the lived experiences of Kentucky parents seeking Competitive Integrated Employment (CIE) for their children with intellectual and developmental disabilities (I/DD). Guided by the research questions—How do parents experience this process, and what barriers or supports do they encounter?—the study highlights systemic challenges despite legislative efforts such as the Americans with Disabilities Act and the Workforce Innovation and Opportunity Act. In-depth interviews with five parents revealed three themes: (a) parental transformation and the pursuit of meaningful work, (b) systemic challenges in accessing CIE, and (c) overcoming protective instincts: navigating fear, independence, and self-advocacy. Findings suggest a …
First Nations Education Policy: Joint Response, Ninti One, Australian Council For Educational Research (Acer)
First Nations Education Policy: Joint Response, Ninti One, Australian Council For Educational Research (Acer)
Shaping educational policy
This is a joint submission made by Ninti One Limited and the Australian Council for Educational Research (ACER) to the development of the new First Nations Education Policy. The submission is grounded in a significant body of evidence derived from recent collaborative work, including the First Nations Teacher Strategy (FNTS), the Closing the Gap Schools Initiatives evaluation, and the VET Workforce Study. Insights are drawn directly from the lived experiences of First Nations students, educators, families, and communities with whom we work across our collective and independent projects. The paper presents recommendations across four interconnected focus areas to strengthen educational …
Linking Classroom Knowledge, Professional Quality, And Career Readiness Through Internship Performance: A Perspective Of Practitioners, Wonyoung Kim, Namhun Lim, Mark Vermillion, Yong-Chae Rhee, Jeffrey Noble, G Clayton Stoldt
Linking Classroom Knowledge, Professional Quality, And Career Readiness Through Internship Performance: A Perspective Of Practitioners, Wonyoung Kim, Namhun Lim, Mark Vermillion, Yong-Chae Rhee, Jeffrey Noble, G Clayton Stoldt
The COSMA Journal
Experiential learning has become a foundational tool of sport management (SMGT) education (Grant et al., 2024). However, there has been a lack of research on how practitioners of internship sites assess students' career readiness based on the multidimensional factors, such as internship performance, professional quality, and level of SMGT knowledge. The purpose of this study is to investigate the impact of sport management (SMGT) knowledge and professional quality on students’ career readiness, which is mediated by internship performance as perceived by industry practitioners. To achieve this, a path analysis was conducted using a total of 348 final internship evaluations completed …
A Case Study Of Faculty Composition And Workload In Sport Management Programs At Small-To-Medium-Sized Colleges And Universities, Joshua Greer, Nicholas Zoroya, Aimee T. Vlachos, Alan Ledford
A Case Study Of Faculty Composition And Workload In Sport Management Programs At Small-To-Medium-Sized Colleges And Universities, Joshua Greer, Nicholas Zoroya, Aimee T. Vlachos, Alan Ledford
The COSMA Journal
Sport management has transitioned from its origins in physical education to an established, business-oriented academic discipline, prompting new questions about how faculty composition and workload shape program delivery in resource-constrained contexts. This case study investigates faculty structures, instructional variety, and workload in sport management programs at small- to medium-sized U.S. colleges and universities, as defined by the Carnegie Size & Setting Classification. A mixed-methods survey of faculty (n = 61) was analyzed using descriptive statistics and thematic content analysis. Quantitative results indicated that core courses are primarily taught by full-time faculty, with most programs relying on one to three full-time …
Measuring Civic And Citizenship Education Through Large-Scale Assessments: Insights From The International Civic And Citizenship Education Study (Iccs), Wolfram Schulz, Valeria Damiani
Measuring Civic And Citizenship Education Through Large-Scale Assessments: Insights From The International Civic And Citizenship Education Study (Iccs), Wolfram Schulz, Valeria Damiani
Civics and Citizenship Assessment
This chapter from the open access book ‘Promoting K-12 Civic Learning and Engagement Through Assessment’ edited by Hamilton, Rikoon and Kidd, discusses ways of measuring aspects of civic and citizenship education (CCE) cross-nationally with a specific focus on the International Civic and Citizenship Education Study (ICCS) commissioned by the IEA (International Association for the Evaluation of Educational Achievement). The chapter starts with a brief overview of the main characteristics of the study, the legacy with previous IEA surveys of civic education, and the assessment design including a description of the cognitive and affective-behavioral dimensions that are measured in the …
The Global Onboard Training Programme (Gobt) : A Comprehensive Review, World Maritime University
The Global Onboard Training Programme (Gobt) : A Comprehensive Review, World Maritime University
Reports
A stable supply of qualified seafarers is a critical component of the global maritime logistics industry, which relies heavily on maritime transportation. According to the 2021 BIMCO Manpower Report, an additional 89,510 officers will be needed by 2026. In 2021 alone, there was already a deficit of 26,240 STCW-certified officers, clearly indicating that demand continues to outpace supply. The report also noted a 45.8% increase in the number of female seafarers since 2015, although they still represent only a small share of the overall workforce. Maritime Education and Training (MET) institutions around the world continue to provide training to develop …
The Impact Of Leadership Skills On Pbl Group Dynamics, Jaime W. Burke Hicks
The Impact Of Leadership Skills On Pbl Group Dynamics, Jaime W. Burke Hicks
Education Theses and Dissertations
This Improvement Science Dissertation in Practice examined the role of intentional leadership instruction in addressing persistent challenges in Project-Based Learning (PBL) group dynamics within a middle school setting. The Problem of Practice centered on students’ inconsistent demonstration of leadership behaviors, including communication and accountability, which limited the effectiveness of group work despite prior exposure to PBL structures. This study was conducted at a university-affiliated public charter school in East Texas, where PBL serves as a core instructional model.
Guided by an Improvement Science framework and structured through a Plan-Do-Study-Act (PDSA) cycle, this study employed a mixed-methods embedded design to evaluate …
From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah
From Deference To Dialogue: How International Gtas From High Power Distance Cultures Adapt To U.S. Classroom Dynamics, Deborah Akua Afi Appiah
Theses and Dissertations
International graduate teaching assistants (GTAs) from high power distance cultures play a significant role in undergraduate education at U.S. universities, yet they face challenges that go well beyond language proficiency. Coming from educational backgrounds where teacher authority is unquestioned and hierarchical, these GTAs must navigate American classrooms that operate on fundamentally different assumptions, where authority is earned rather than assumed, informality is the norm, and students expect to question, negotiate, and be personally known by their instructors. The present study examined how eighteen (18) international GTAs from seven (7) high power distance countries perceived and adapted to these differences while …
Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv
Enhancing International School Implementation Capacity: Supporting Contextualized Learning At An International Baccalaureate School In China, Christopher J. Hayden Iv
Theses and Dissertations--Educational Leadership Studies
International schools allocate substantial resources to implement progressive curricular innovations; however, the advantages offered by these developments are contingent on their effective execution within classroom settings. This mixed methods action research (MMAR) study examined the implementation of the International Baccalaureate (IB) Global Context (GC) Strategy in the Middle Years Programme (MYP) at an international school in China and asked how the school might strengthen its capacity to enact this and similar innovations. Following a sequential MMAR design, a reconnaissance phase combined a whole-staff survey (n=87) with qualitative interviews to diagnose the individual, organizational, and contextual factors shaping implementation. Analyses identified …
Teaching Effectiveness On Secondary Mathematics: Evidence From Pisa—Shanghai-China, Ting Shen
Teaching Effectiveness On Secondary Mathematics: Evidence From Pisa—Shanghai-China, Ting Shen
Psychological Science Faculty Research & Creative Works
Educational researchers and policymakers around the world have a strong interest in understanding the underlying reasons for the remarkable academic achievement of Chinese students in the Programme for International Student Assessment (PISA). Although teachers have a significant impact on student achievement, empirical evidence on teaching effectiveness in the Chinese education system has been scarce. This study uses the PISA 2012 Shanghai-China data and employs both multilevel models and quantile regression models to investigate effective teaching factors and their differential effects for students at different mathematics achievement levels. The results reveal the importance of cognitive activation and disciplinary climate as consistent, …
The (Non) Numeric Truths Behind College And Career Aspirations: A Quantcrit Analysis Of The Precarious Pathways For Secondary Students Of Color, Norma A. Marrun, Danielle Mireles, Jori S. Beck, Christine Clark
The (Non) Numeric Truths Behind College And Career Aspirations: A Quantcrit Analysis Of The Precarious Pathways For Secondary Students Of Color, Norma A. Marrun, Danielle Mireles, Jori S. Beck, Christine Clark
Teaching & Learning Faculty Publications
This article explored the college and career choices of 963 students across six urban secondary schools in a large public school district in the Southwestern United States. A Quantitative Critical Race Theory, or QuantCrit, analysis was applied to expose the false narrative of number neutrality and the systemic racism that belies it. Findings demonstrate how the myth of meritocracy through education (as ‘the great equalizer’) is perpetuated when educators hold onto racist and ableist beliefs about who can pursue college, and ignore the structural disadvantages underlying the college and career aspirations of students of Color juxtaposed with the reality of …
Utilising Video Recordings To Assess Student Pilot Performance: An Exploratory Study During A Simulated Training Flight, Bradley Moncion, Shi Cao, Allison Lynch, Suzanne K. Kearns, Elizabeth Irving, Ewa Niechwiej-Szwedo
Utilising Video Recordings To Assess Student Pilot Performance: An Exploratory Study During A Simulated Training Flight, Bradley Moncion, Shi Cao, Allison Lynch, Suzanne K. Kearns, Elizabeth Irving, Ewa Niechwiej-Szwedo
Journal of Aviation/Aerospace Education & Research
In ab initio flight training, the quality of the feedback a flight instructor provides their student is essential to their success. While other high-performance and safety-critical industries have incorporated the use of video recordings into training and assessments, the aviation industry generally has not. There are some studies addressing the potential benefits of video recordings in training professional pilots, but there is a lack of research at the ab initio level. In this study, five flight instructors assessed the performance of student pilots conducting a simulated training flight using a 4-point marking scale. The flights instructors were then tasked with …
Considerations For School Leadership In Leveraging School-Based Behavior Analysis For Systemic Improvement In Public Education, Virginia Public Schools Behavior Analyst Network, Kira Austin, Elizabeth Boynton, Amanda K. Cash, Meredith Eads, Daniel Irwin, Selena Layden, Daria K. Lorio-Barsten, Emily Muise, Nadine Pittman, Felicia Shelton, Indya Watts-Graves
Considerations For School Leadership In Leveraging School-Based Behavior Analysis For Systemic Improvement In Public Education, Virginia Public Schools Behavior Analyst Network, Kira Austin, Elizabeth Boynton, Amanda K. Cash, Meredith Eads, Daniel Irwin, Selena Layden, Daria K. Lorio-Barsten, Emily Muise, Nadine Pittman, Felicia Shelton, Indya Watts-Graves
Human Movement Studies & Special Education Faculty Publications
Public schools face significant challenges, including rising student behavioral needs, chronic absenteeism, and high rates of teacher burnout. These issues are interconnected with and inextricably linked to a need for effective, evidence-based behavioral supports. Educators frequently enter the field lacking the necessary skills and training to manage complex student behavior, often resulting in a reliance on punitive practices that exacerbate problems.
This paper proposes that the expertise of school-based behavior analysts (SBBAs), who are Board Certified Behavior Analysts® (BCBAs®) specializing in education, offers a powerful, underutilized solution. SBBAs are trained in applied behavior analysis (ABA), a data-driven science focused on …
Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu
Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu
Journal of International Technology and Information Management
This study examines how early impressions of science, technology, engineering, and mathematics (STEM) shape business students’ learning behaviors and, ultimately, their readiness for organizational digitalization. Focusing on gender differences, subgroup identities, and perceived obstacles, the analysis uses survey data processed through correlation matrices, regression models, and subgroup heatmaps to trace the relationship between initial attitudes toward STEM and subsequent engagement patterns. The findings reveal consistent links between positive early impressions and active participation in structured STEM activities, along with gender-based distinctions in action preferences. Subgroup analyses further uncover nuanced patterns where stereotypes or perceived barriers correspond with reduced engagement. Collectively, …
Taking Back The Trades: Southwestern Illinois Work-Based Learning Inventory Report, Alexia Santiago
Taking Back The Trades: Southwestern Illinois Work-Based Learning Inventory Report, Alexia Santiago
Reports, Analyses, and other Publications
In 2025, Education Systems Center at Northern Illinois University (EdSystems) partnered with Southwestern Illinois College (SWIC), regional school districts, and industry partners to build a strong and comprehensive system of work-based learning opportunities for K-12 students that is aligned with Illinois statutes and frameworks. In this report, EdSystems identifies the existing regional events and activities that promote high-quality work-based learning for college and career pathways in the health sciences and manufacturing sectors.
Elephant In The Classroom: How Ethical Ai Can Improve Student Success, Ibrahim Kocaman, Daniel A. Cutrer
Elephant In The Classroom: How Ethical Ai Can Improve Student Success, Ibrahim Kocaman, Daniel A. Cutrer
Publications
The integration of artificial intelligence (AI) into teaching and learning in higher education without compromising academic integrity is a pressing issue. To make the benefits of generative AI (GenAI) available to students while upholding principles of ethics and academic honesty, the authors implemented an ethical use of AI policy in their Introduction to Research Methods at Embry-Riddle University. The authors hypothesized and found that allowing ethical utilization of AI would lead to higher student engagement and academic success. These findings offer valuable insights for higher education programs and educators, particularly in security studies.
Social Development Dynamics Of Students In Inclusive Education In Indonesia, Nur Hidayat Nh
Social Development Dynamics Of Students In Inclusive Education In Indonesia, Nur Hidayat Nh
Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan
This narrative review analyses the social development of students with special needs in Indonesian inclusive schools by synthesising five high-quality empirical studies (indexed SINTA 1–3) published between 2018 and 2023. Addressing three research questions, the synthesis reveals heterogeneous and generally limited social development trajectories shaped primarily by ecological interactions rather than inherent disability characteristics. Key barriers include symbolic inclusion, inadequate teacher training in multimodal strategies, low peer acceptance, and systemic resource deficits, whereas facilitators encompass contextualised multimodal communication, active family involvement, and supportive institutional leadership. Effective interventions depend on coordinated teacher–parent–peer triangulation, leveraging local sign language, structured peer-mediated activities, and …
Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray
Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray
Journal of Humanities and Social Sciences
The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …
Relationship Of Professional Military Education And Generative Artificial Intelligence With Mission Analysis, Pinky A. De Garcia
Relationship Of Professional Military Education And Generative Artificial Intelligence With Mission Analysis, Pinky A. De Garcia
Ateneo School of Government Publications
Generative Artificial Intelligence (GenAI) prompted the modernization of military instruction by improving situational analysis, expediting decisions, and understanding operational processes. Past studies highlighted the positive contribution of GenAI on military education and the challenges in the employment of the technology. However, these studies fail to identify its effect on military competencies included in the professional military education (PME). Considering the research gap, this study aims to analyze the relationship of GenAI usage and PME with mission analysis. The respondents were purposively selected to answer the validated survey. This study conducted preliminary analyses using descriptive statistics. The mission analysis (M=3.97, SD=0.436) …
Promising Practices For Increasing The Number Of Equity-Owed Lifeguards In Canada And The United States Of America, Sofia Pantano, Audrey R. Giles
Promising Practices For Increasing The Number Of Equity-Owed Lifeguards In Canada And The United States Of America, Sofia Pantano, Audrey R. Giles
International Journal of Aquatic Research and Education
Currently a shortage of lifeguards exists in Canada and the United States (US) (Frommer, 2023; Santucci, 2024), and those who are working as lifeguards often do not reflect the diversity of the communities they serve (Martinez, 2020). Increasing the number of lifeguards from equity-owed groups is a potential way of increasing the lifeguard workforce and decreasing the shortage of workers in these important roles, as well as a moral imperative. In this paper I explore challenges to and promising practices aimed at increasing the representation of members equity-owed groups in lifeguarding. I begin with an overview of lifeguarding in Canada …
9th Gsep Research Symposium - 2025
9th Gsep Research Symposium - 2025
GSEP Research Symposium
The Ninth Annual GSEP Research Symposium, themed "Building Bridges to Elevate Humanity: Innovations and Insights in Education and Psychology", was hosted by the Pepperdine University Graduate School of Education and Psychology (GSEP) on June 19–20, 2025, at the historic Château d’Hauteville in Switzerland and virtually via Zoom.
This hybrid symposium convened a vibrant global community of students, alumni, faculty, and scholars to share research that addresses real-world challenges, advances scholarly inquiry, and builds pathways for inclusive collaboration and leadership. Spanning a wide array of topics—from artificial intelligence and mental health to trauma-informed practices, educational equity, social justice, and cross-cultural leadership—the …
"Incredibly Powerful And Well-Crafted" - A Review Of Pandemic Death Discourse: Denial, Disparity And The Promise Of Communication, Elda Kanzki-Veloso Ph.D.
"Incredibly Powerful And Well-Crafted" - A Review Of Pandemic Death Discourse: Denial, Disparity And The Promise Of Communication, Elda Kanzki-Veloso Ph.D.
The Qualitative Report
This book analysis, focused on Pandemic Death Discourse: Denial, Disparity and the Promise of Communication (Alvarez et al., 2025), expressed a deeply human expectation from readers. The reviewer wanted more than just straightforward facts; there was a deep yearning for real emotion, personal stories, and meaningful connections that helped people cope with fear and uncertainty. They emphasized the importance of immersing readers in the rich experiences of grief, resilience, and hope. There was a need to feel the heavy impact of overlooked lives. The desire for a sense of outrage regarding the disposable nature of certain lives emerged, as well …
Ditch Tradition...And Move To Case-Based Learning, Emily Dane-Staples
Ditch Tradition...And Move To Case-Based Learning, Emily Dane-Staples
The COSMA Journal
Recent criticisms of higher education include a lack of relevance and alignment with what employers are seeking in new hires. A lecture-based approach to teaching has proved less effective than other active learning strategies and does not adequately mimic the working environment sport professionals face. To better align the classroom and the workplace, a case-based learning approach can be used. This pedagogy blends high impact practices that have been demonstrated to assist students in knowledge acquisition and soft skill development by replacing traditional lecture and chapter readings with real-life scenarios that require student engagement with concepts in application. The technique …
Career Advising Utilization: A Quantitative Archival Analysis Of Student Engagement Across Academic Levels And Colleges At A Southeast University, Edward Raimundi
Career Advising Utilization: A Quantitative Archival Analysis Of Student Engagement Across Academic Levels And Colleges At A Southeast University, Edward Raimundi
Electronic Theses and Dissertations
This quantitative ex-post facto study examined patterns of career advising utilization at a large, R1 public university in the southeastern region of the United States. Institutional advising data from the 2023–24 advising year was utilized to identify usage patterns across different demographics such as college affiliation and academic level. The descriptive stats from the archival data were used to measure topic distributions, undergraduate–graduate usage by college, and contact engagement. The sample size included over 35,000 students with 10 different college affiliation labels. Significant differences across advising usage in the different colleges were found during the study. Undergraduate students had higher …
Journal Of Communication Pedagogy, Complete Volume, 2025
Journal Of Communication Pedagogy, Complete Volume, 2025
Journal of Communication Pedagogy
No abstract provided.
Revolutionizing Digital Privacy Education For Older Adults: Enhanced Interventions And Ai-Assisted Learning Strategies, Heba Aly
All Dissertations
As older adults increasingly engage with digital platforms, they face unique privacy risks stemming from limited digital literacy, reduced trust in AI technologies, and constrained access—especially in rural or underserved communities. While digital tools offer benefits like social connection and information access, current privacy education efforts often neglect the needs of older adults. This dissertation addresses this gap by developing, testing, and refining digital privacy education interventions tailored for older adults, with a focus on trust, personalization, and AI-assisted learning.
Study 1 evaluates multiple instructional modalities across age groups, revealing older adults prefer structured videos and interactive tutorials, while younger …