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Instructional Media Design Commons™

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2026

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Full-Text Articles in Instructional Media Design

The Design Of Chatbot Learning Media For Arabic Vocabulary Learning For 7th Grade Students At Mtsn, Rizki Alifia Putri, Alif Cahya Setiyadi Apr 2026

The Design Of Chatbot Learning Media For Arabic Vocabulary Learning For 7th Grade Students At Mtsn, Rizki Alifia Putri, Alif Cahya Setiyadi

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Arabic language learning at the Madrasah Tsanawiyah (MTsN) level often faces challenges such as limited curriculum time allocation and the dominance of conventional teacher-centered methods. This research aims to produce a design for chatbot-based learning media using the Smojo.Ai platform, focusing on vocabulary (mufradat) mastery for 7th-grade students. The approach used is Research and Development (R&D) with the ADDIE model (Analysis, Design, Development, Implementation, Evaluation); however, this report is limited to the Design and Development (expert validation) stages. Data were collected through in-depth interviews, documentation studies, and validation questionnaires. The results indicate that the characteristics of the "Mufrodaty" chatbot integrate …


Augmented Reality In Physics Learning: Trends, Development Patterns, And Instructional Practices From Systematic Literature, Muhammad Musyaddad, Achmad Samsudin, Duden Saepuzaman, Ahmad Aminudin, Nisaul Afifah Apr 2026

Augmented Reality In Physics Learning: Trends, Development Patterns, And Instructional Practices From Systematic Literature, Muhammad Musyaddad, Achmad Samsudin, Duden Saepuzaman, Ahmad Aminudin, Nisaul Afifah

Jurnal Pendidikan Sains

This study examines recent developments in the use of augmented reality (AR) in physics education within the evolving landscape of educational technology. The aim is to provide a comprehensive mapping of research trends, pedagogical approaches, and methodological characteristics of AR-based physics learning. Following PRISMA guidelines, a systematic search across four major databases identified 62 eligible studies published over the past five years. The findings reveal a consistent pattern in which AR is primarily used to support conceptual understanding of abstract physics topics, particularly electricity, mechanics, and magnetism, through inquiry-based and laboratory-oriented learning approaches. These implementations are commonly developed using systematic …


The Impact Of Multimedia Glossing In Vocabulary Retention In Farsi Learning: Challenges And Opportunities, Farideh Langari Ferdowsi Apr 2026

The Impact Of Multimedia Glossing In Vocabulary Retention In Farsi Learning: Challenges And Opportunities, Farideh Langari Ferdowsi

Doctoral Dissertations

Vocabulary acquisition is key to developing foreign language skills, but students, especially those learning less commonly taught languages, often struggle with new words’ retention. Multimedia glossing, which combines text, audio, and visuals, aims to help students manage cognitive load and learn vocabulary more effectively. While most research has focused on student perspectives, little is known about Farsi language teachers’ views on multimedia glossing and its challenges. This qualitative study explores Farsi teachers’ opinions on using multimedia glossing to support vocabulary learning and retention, as well as the obstacles they face.

This study took place at a Bay Area language school …


Availabilty Of Educational Tools And The Presence Of Technology In Online Stores: Supporting Teaching Practices In Autistic Youth, Sofia Kamar, Layla Alanis Apr 2026

Availabilty Of Educational Tools And The Presence Of Technology In Online Stores: Supporting Teaching Practices In Autistic Youth, Sofia Kamar, Layla Alanis

Posters - 2026

- A neurodevelopmental condition known as, Autism Spectrum Disorder (ASD), is characterized by difficulties with social interaction, behavior regulation, and communication. (DSM-5-TR; American Psychiatric Association, 2013) - Specialized educational tools are essential for supporting the learning, communication, and social development of autistic youth (Jones, Hanley, & Riby, 2020). - Teachers depend on a variety of learning aids—such as sensory supports, visual schedules, and assistive technologies— to address diverse student needs (Carrington et al., 2020). - According to earlier studies, young people with ASD frequently require specific resources, physical and technological, as well as scheduled routines to facilitate learning and transitions …


Structural Silence: When Ai Infrastructure Fails Speakers Of Underrepresented Languages, Avijit Roy, Proma Roy Apr 2026

Structural Silence: When Ai Infrastructure Fails Speakers Of Underrepresented Languages, Avijit Roy, Proma Roy

Publications and Research

Artificial intelligence tools for education and language support are increasingly framed as scalable responses to access gaps in under-resourced communities. Yet the infrastructure underlying these tools—training corpora, tokenization schemes, evaluation benchmarks, and deployment architectures—encodes a set of assumptions that systematically disadvantages speakers of underrepresented languages before a single model is trained. This paper examines those assumptions through the lens of Bengali, one of the world’s most widely spoken languages with roughly 285 million speakers (Ethnologue, 2025; International Communication and Leadership School, 2026), and the structural barriers that emerge when attempting to build AI-assisted educational tools for Bengali-speaking learners in low-connectivity …


Copyright Information Mar 2026

Copyright Information

Journal of Science Education for Students with Disabilities

Publication rights to works is granted to Journal of Science Education for Students with Disabilities, however, full copyright for works published in this journal is retained by the author(s). The author(s) may post their works online in an institutional repository, on their university departmental website, or on their own personal websites.


From The Editors..., Thomastine Sarchet-Maher Mar 2026

From The Editors..., Thomastine Sarchet-Maher

Journal of Science Education for Students with Disabilities

No abstract provided.


Call For Manuscripts, Thomastine Sarchet-Maher Mar 2026

Call For Manuscripts, Thomastine Sarchet-Maher

Journal of Science Education for Students with Disabilities

The Journal of Science Education for Students with Disabilities is a peer-reviewed, open access, multi-disciplinary online journal with an international focus. We publish articles that reflect the best of research and practice related to inclusive science education, including works submitted by science and special education researchers, teacher educators, and teachers. Interesting topics have included innovative curricular ideas, instructional adaptations, research-based modifications, best practices, and management strategies in science education. JSESD adopts the philosophical perspective that all students can achieve in science, and that science benefits from the full participation of all students.


The Living Lab: Instructional Design Interventions To Improve Communication And Equity In Federal Housing Programs, Joana I. Camp Mar 2026

The Living Lab: Instructional Design Interventions To Improve Communication And Equity In Federal Housing Programs, Joana I. Camp

Knowledge and Creativity Expo

The Living Lab is an independent applied research project informed by my 25 years of lived experience as a Section 8 voucher holder, examining how instructional design strategies can improve administrative workflows, communication, and equitable access within the Housing Choice Voucher Program. Drawing on sustained participation, the research identifies two primary systemic barriers: the federally mandated 15-day inspection period and incomplete Request for Tenancy Approval (RFTA) packets. To address these issues, the project developed the RFTA Roadmap—a zero-cost, clarity-driven communication tool that embeds sequential instructions directly within procedural workflows, mitigating the Split-Attention Effect and cognitive “Bandwidth Tax” associated with standard …


Enhancing Science Accessibility And Engagement For Students With Visual Impairments: A Randomized Trial Of The Talking Labquest In Nigerian Schools, Sariat A. Adelakun Dr Feb 2026

Enhancing Science Accessibility And Engagement For Students With Visual Impairments: A Randomized Trial Of The Talking Labquest In Nigerian Schools, Sariat A. Adelakun Dr

Journal of Science Education for Students with Disabilities

Students with Blindness in Nigeria are often erroneously perceived as incapable of engaging with science at the basic education level, contributing to their low enrolment in science-related careers. Although various techniques and materials have been proposed to support students with blindness in science, many lack empirical validation. This study investigated one such approach by examining the impact of the Talking LabQuest on the interest of Students with blindness in science subjects.

A randomized controlled trial was conducted in inclusive junior secondary schools in Nigeria, involving 20 classrooms over an 18-week period. Twelve classrooms were randomly assigned to the intervention group, …


Humanizing Online Learning Through Culturally Responsive Pedagogy: Preserving Cultural Identity And Human Connection In Digital Spaces, Michael Mills Jan 2026

Humanizing Online Learning Through Culturally Responsive Pedagogy: Preserving Cultural Identity And Human Connection In Digital Spaces, Michael Mills

International Journal of Teaching and Learning in Higher Education

The rapid shift to online and hybrid learning environments has highlighted the need for culturally responsive pedagogical approaches in digital spaces. While much research has explored culturally responsive teaching in traditional classrooms, less attention has been paid to how these principles can be effectively translated to online learning environments. This article examines how culturally responsive pedagogy can be meaningfully integrated into online learning spaces through intentional course design, assessment practices, and community building. Drawing from existing literature on culturally responsive teaching, online learning, and digital equity, this paper provides a framework for educators to create more inclusive and culturally sustaining …


Multimedia-Based Interventions To Improve Science Learning Outcomes For Deaf Students At Wangsel Institute For The Deaf., Cheten Tshering Mr., Tshering Wangchuk Jan 2026

Multimedia-Based Interventions To Improve Science Learning Outcomes For Deaf Students At Wangsel Institute For The Deaf., Cheten Tshering Mr., Tshering Wangchuk

Journal of Science Education for Students with Disabilities

Efforts have been made to ensure inclusive learning opportunities for all students, including those from diverse backgrounds. One key strategy to enhance children’s learning and academic performance involves the thoughtful selection and application of instructional tools tailored to meet learners' specific needs. This study examines the impact of multimedia-based instruction on science achievement among deaf students at Wangsel Institute for the Deaf in Bhutan. Using a quasi-experimental design, the research compared pretest and post-test results between a control group and an experimental group. Data analysis included descriptive statistics (t-test) and ANCOVA. The findings indicated a statistically significant differences (p = …


Development Of Web-Based E-Learning For Computer Science At Smk Negeri 1 Samarinda, Baiq Nur Rahmawati, Dewi Rosita Jan 2026

Development Of Web-Based E-Learning For Computer Science At Smk Negeri 1 Samarinda, Baiq Nur Rahmawati, Dewi Rosita

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

The focus of this study is the development of web-based learning media for teaching Informatics to Grade X students at SMK Negeri 1 Samarinda. This research applies a Research and Development (R&D) approach using the 4D development model, which includes the stages of Define, Design, Develop, and Disseminate. The research process involves needs analysis, content design, product development, functional testing using Black Box Testing, expert validation, and user response evaluation. Three expert lecturers participated as validators, and the product was tested by 208 users. The validation results show an average score of 3.54 with a combined validity level of 88.5%, …


Foreword, Pedagogical Innovations In Computer Science Education, Helen Crompton Jan 2026

Foreword, Pedagogical Innovations In Computer Science Education, Helen Crompton

STEMPS Faculty Publications

[Introduction] Computer science education sits at a defining moment. Across schools and universities worldwide, computing is no longer a niche discipline reserved for a select few. It is a foundational literacy that shapes how learners understand the world, participate in society, and imagine their futures. At the same time, the rapid pace of technological change, particularly in artificial intelligence, data systems, and intelligent tools, has placed unprecedented pressure on educators to rethink not only what we teach, but why and how we teach it. This book arrives precisely when such reflection is most needed.


Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen Jan 2026

Assessing The Impact Of Substituting Interaction Types: An Empirical Study Of The Interaction Equivalency Theory, Scott Hauert, Tian Luo, Cherng-Jyh Yen

STEMPS Faculty Publications

Studies on learner–learner and learner–instructor interaction provide insight into the preferences and perceived effects of interaction types. However, evidence of the impact on measured performance resulting from substituting learner–content interaction for learner–learner interaction is sparse. Using an experimental design, this study examined the impact of substituting interaction types on perception of workload, perception of learning, and measured performance in an online, asynchronous, undergraduate-level setting of formal distance education. The results of this study showed (a) learner–learner interactions were perceived to be significantly more work than learner–content interactions, (b) learner–content interactions were perceived to be significantly more helpful in learning the …


Ai-Generated Content In Education: Moving Beyond Theory Toward Data-Driven And Actionable Insights, Huong Thi Pham, Nhung Thi Phuong Nguyen Jan 2026

Ai-Generated Content In Education: Moving Beyond Theory Toward Data-Driven And Actionable Insights, Huong Thi Pham, Nhung Thi Phuong Nguyen

Journal of Educational Technology Development and Exchange (JETDE)

The emergence of AI-powered content such as text, images, and videos generated by large language models (LLMs) has rapidly transitioned from an experimental novelty to a structural force in higher education. Yet, previous reviews have remained largely conceptual or focused on the early stages of the AI wave. This study offers an updated, multi-faceted overview of AI-generated content in education based on data from 2022 to 2025. Following the PRISMA protocol, we systematically identified and reviewed 64 peer-reviewed studies to examine usage, transformation of teaching practices, impacts on learning outcomes, and challenges related to academic integrity, bias, trustworthiness, and teacher …


Trends And Innovations In The Development Of Immersive Technology In Science Education (2019-2024): A Literature Review, Aziz Kurniawan, Hartono Hartono, Bambang Subali Jan 2026

Trends And Innovations In The Development Of Immersive Technology In Science Education (2019-2024): A Literature Review, Aziz Kurniawan, Hartono Hartono, Bambang Subali

Journal of Educational Technology Development and Exchange (JETDE)

The COVID-19 pandemic has had a significant impact, including the change in learning methods from face-to-face to non-face-to-face learning. This change in method accelerates innovation in the use of technology to support non-face-to-face learning. Immersive technologies, such as Augmented Reality (AR), Virtual Reality (VR), and Virtual laboratories, have offered authentic and interactive non-face-to-face learning experiences in science education. This study employed a systematic literature review (SLR) method to map trends and innovations in the development of immersive technology in science education from 2019 to 2024. The literature data were obtained from the Scopus database and then selected using the PRISMA …


Speaking Up Online And Offline: The Effects Of Social Media-Based E-Portfolios In Empowering Efl Students' Speaking Performance, I Putu Indra Kusuma, Luh Indrayani Jan 2026

Speaking Up Online And Offline: The Effects Of Social Media-Based E-Portfolios In Empowering Efl Students' Speaking Performance, I Putu Indra Kusuma, Luh Indrayani

Journal of Educational Technology Development and Exchange (JETDE)

Although e-portfolios are widely acknowledged for enhancing EFL students’ speaking skills, most studies assessed performances offline, leaving limited evidence of their impact across both modes. This study examined the effects of social media-based e-portfolios combined with classroom instruction on students’ speaking performance in online and offline contexts. A mixed-methods experimental design was employed, involving 46 Indonesian university students divided into an experimental and a control group. Data were collected through online and offline pre- and post-speaking tests, a speaking performance rubric, and semi-structured interviews. Quantitative analysis using One-Way MANOVA, Univariate ANOVA, paired sample t-test, and effect size revealed significant improvements …


Case-Based Learning In Biology Education: A Systematic Literature Review, Elsje Theodora Maasawet, Jullya Christin Kolow Jan 2026

Case-Based Learning In Biology Education: A Systematic Literature Review, Elsje Theodora Maasawet, Jullya Christin Kolow

Journal of Educational Technology Development and Exchange (JETDE)

Biology education often relies on content-intensive instructional materials that may encourage rote memorisation rather than conceptual understanding, potentially contributing to misconceptions. Case-Based Learning (CBL) offers an alternative by engaging students in applying biological concepts to authentic, real-life cases and promoting meaningful learning. Despite growing empirical interest in CBL, no systematic literature review has specifically synthesised its application in biology education. This study therefore examined publication trends, learning skills addressed, and conceptualisations of CBL in biology education. Relevant literature was retrieved from Scopus and Web of Science using “Case-Based Learning” as the search term. Following PRISMA-guided screening, 42 articles were included …


Integrating Digital Tools To Foster Soft Skills In Vocational Education: A Flipped Classroom Approach In China, Shanshan Wu, Renee Shiun Yee Chew, Yanhua Bi, Hui Jin Jan 2026

Integrating Digital Tools To Foster Soft Skills In Vocational Education: A Flipped Classroom Approach In China, Shanshan Wu, Renee Shiun Yee Chew, Yanhua Bi, Hui Jin

Journal of Educational Technology Development and Exchange (JETDE)

Changes in the global demand for labor have highlighted the need for vocational education and training (VET) systems to develop not only technical skills but also soft skills like critical thinking, communication, and adaptability. This research investigates the use of digital technologies in a flipped classroom (FC) model and their impact on the development of soft skills in vocational students with particular attention to the growing VET ecosystem in China. With data gathered from a cross-sectional quantitative survey of 270 students from a Chinese vocational college, the research seeks to assess the impact of specific digital tools, such as video …


Evaluating Artificial Intelligence Language Tools In English Language Learning For Flight Attendant Learners, Qianying Pu, Amelia Binti Alias, Khairul Azhar Bin Jamaludin Jan 2026

Evaluating Artificial Intelligence Language Tools In English Language Learning For Flight Attendant Learners, Qianying Pu, Amelia Binti Alias, Khairul Azhar Bin Jamaludin

Journal of Educational Technology Development and Exchange (JETDE)

This study analyzes AI language tools aiding English learning for aspiring flight attendants, focusing on fluency, pronunciation, and communication skills. Considering the aviation industry’s very high language requirements, this research examines how AI language tools help flight attendants master English and improve their speech and pronunciation.  A qualitative descriptive design using semi-structured interviews was adopted for the present study with flight attendants and aviation English educators. The study highlights major themes such as Increased Confidence through Repetition and Feedback, Pronunciation Improvement Enabled by an AI-specific feature, Pedagogical Gaps and Instructor Apathy, and Limitations in Contextual Appropriateness. This study concludes that …


Vol 19 Issue 1 Table Of Contents Jan 2026

Vol 19 Issue 1 Table Of Contents

Journal of Educational Technology Development and Exchange (JETDE)

Table of Contents


Ethical Dilemmas Of Generative Ai In Education And Their Implications For Sdg 4: A Systematic Review From A Global And Inclusive Perspective, Eva García-Beltrán Jan 2026

Ethical Dilemmas Of Generative Ai In Education And Their Implications For Sdg 4: A Systematic Review From A Global And Inclusive Perspective, Eva García-Beltrán

Journal of Educational Technology Development and Exchange (JETDE)

This systematic review, conducted in accordance with PRISMA 2020 guidelines, examines the ethical dilemmas associated with the use of Generative Artificial Intelligence (GAI) in education and analyses their implications for the achievement of Sustainable Development Goal 4 (SDG 4), with a focus on inclusive and equitable quality education. The review draws on 24 peer-reviewed studies published between December 2022 and December 2024, covering diverse educational levels and geographical contexts, with a predominance of Global North perspectives and limited representation from the Global South. The analysis reveals four primary themes: academic integrity, algorithmic equity, data privacy, and the potential contribution of …


Exploring Teachers’ Perceptions Towards Using Ict With Dialogic Teaching In The Primary Science Classroom In Saudi Arabia, Yousef Alharbi, Sue Johnston-Wilder Jan 2026

Exploring Teachers’ Perceptions Towards Using Ict With Dialogic Teaching In The Primary Science Classroom In Saudi Arabia, Yousef Alharbi, Sue Johnston-Wilder

Journal of Educational Technology Development and Exchange (JETDE)

This study examines the implications of teachers’ perceptions of using ICT to support dialogic teaching in primary science classrooms in Saudi Arabia. It employed questionnaires distributed electronically to science teachers working in state primary schools in Riyadh, and 305 completed responses were analyzed using SPSS. The majority were found to implement a variety of activities to support dialogue and to use several ICT tools in their science lessons. In addition, most teachers reported positive attitudes toward ICT, dialogic teaching, and ICT-supported dialogic teaching in science lessons. However, the results indicated that some teachers currently adopt a dominant role in dialogue …


Application Of Artificial Intelligence In Case-Based Teaching: A Qualitative Study In Mba Education, Tianjiao Xu, Mohd Nazir Bin Zabit Jan 2026

Application Of Artificial Intelligence In Case-Based Teaching: A Qualitative Study In Mba Education, Tianjiao Xu, Mohd Nazir Bin Zabit

Journal of Educational Technology Development and Exchange (JETDE)

This study examines the incorporation of artificial intelligence (AI) into case-based teaching (CBT) within Master of Business Administration (MBA) programs in China, amidst the rapid digital transition in higher education. Guided by the Context–Input–Process–Product (CIPP) evaluation framework, the study adopted a qualitative design and conducted semi-structured interviews with five instructors from three core MBA courses. The findings indicate that AI enhanced classroom interaction and reduced teachers’ workload by supporting real-time feedback and dynamic discussion processes. Institutional support, including teacher training, digital infrastructure, and technical assistance, was recognized as a vital facilitator of effective implementation. Despite its various benefits, the study …


The Influence Of First-Year Seminar Course Modality On The Academic Outcomes Of First-Generation College Students, Keia Dodd Jan 2026

The Influence Of First-Year Seminar Course Modality On The Academic Outcomes Of First-Generation College Students, Keia Dodd

College of Graduate Studies: Theses & Dissertations

When universities effectively implement first-year seminars, a popular type of support designed to assist students during their initial year of college, they can meaningfully boost the academic performance of first-generation college students. This study examined whether first-year seminars influenced the academic outcomes of first-generation college students at a specific institution compared with those of their continuing-generation peers. Specifically, it investigated the extent to which course modality (face-to-face, online, or hybrid) influenced variation in first-semester grade point average (GPA) and first-to-second-year retention after controlling for race, sex, and first-generation status. The sample included 7,848 first-time undergraduate students. Multiple linear regression was …


Visual Aids And Numeracy In Healthcare: Leveraging The Drawing Effect, Zephyr J. Markley Jan 2026

Visual Aids And Numeracy In Healthcare: Leveraging The Drawing Effect, Zephyr J. Markley

Capstone Showcase

Healthcare decisions often require patients to interpret numerical risk information under stress, yet many struggle with low numeracy, which can distort comprehension and undermine informed consent. Well-designed visual aids can improve diagnostic inference, calibrate confidence, and support better choices, especially for patients with limited numeracy, but their impact depends on whether users can actually interpret the format accurately. Drawing may further enhance these tools by adding a tactile, generative layer that engages visual, semantic, and motoric processing while helping patients organize information into concrete models.

Passive visual aids appear useful but limited because they often position patients as observers rather …


Designing Ai-Aware Media 101 Curriculum Through Faculty–Librarian Collaboration, Miranda Gale Smith, Elizabeth Oppe Jan 2026

Designing Ai-Aware Media 101 Curriculum Through Faculty–Librarian Collaboration, Miranda Gale Smith, Elizabeth Oppe

2026 Scholarly Teaching Conference: Concurrent Session Papers

This presentation explores faculty–librarian collaboration as a teaching practice. It will inform attendees about the work done by a faculty member (Elizabeth) and a Student Success & Instruction Librarian (Miranda) to design and implement an AI-aware curriculum into an existing Media 101 course at West Virginia University. This resulted in the careful integration of subject-specific and information literacy expertise into the course’s curriculum. More broadly, this is meant to illustrate that in terms of practice, treating AI-aware curriculum development as a shared, iterative process grounded in mutual respect for distinct but complementary forms of knowledge has the potential to yield …


Documenting Sustainable Social Media Workflows: Supporting Student Professionalization In Faculty-Student Teams, Jenny Rissen Jan 2026

Documenting Sustainable Social Media Workflows: Supporting Student Professionalization In Faculty-Student Teams, Jenny Rissen

Master's Projects

This capstone project, Documenting Sustainable Social Media Workflows: Supporting Student Professionalization in Faculty-Student Teams, examines how departmental social media teams serve as informal training grounds where students build professional identities through collaborative, often undocumented communication work (Buck; Leon & Pigg). Addressing writing studies concerns about experiential learning gaps (McNabb; Carr et al.), the project creates a handbook offering practical guidance for onboarding, workflow continuity, accessibility, and ethical social media practices. It shows how mentorship and structured documentation turn everyday digital work into meaningful professional development. Situated in technical communication and rhetoric, the project demonstrates how social media teams help …


Instructional Designers' Reflections On Generative Ai Use For Scenario-Based And Performance-Centered Learning: A Collective Autoethnography, Nour El Houda Maache, Dan V. Dao, Jiyoon Jung, Jayanth Nadheri, Nari Kim, Chikezie Ozuzu, Xinyue Ren Jan 2026

Instructional Designers' Reflections On Generative Ai Use For Scenario-Based And Performance-Centered Learning: A Collective Autoethnography, Nour El Houda Maache, Dan V. Dao, Jiyoon Jung, Jayanth Nadheri, Nari Kim, Chikezie Ozuzu, Xinyue Ren

STEMPS Faculty Publications

This study examines how instructional designer-instructors (IDIs) use and evaluate generative artificial intelligence (GenAI) when designing scenario-based and performance-centered authentic learning in higher education. Using a collective autoethnography (CAE) approach, the study draws on semi-structured interviews and reflective narratives from five IDIs with varied professional experience. Findings indicate that GenAI enhanced design capacity by accelerating scenario development, translating complex content, and supporting scenario-based and performance-based task construction. At the same time, participants reported limitations related to contextual misalignment, output unreliability, and the cognitive demands of prompt refinement. Across cases, effective integration depended on sustained human oversight, disciplinary judgment, and ethical …