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Full-Text Articles in Instructional Media Design

Part-Time Faculty In Art And Design Higher Education: Support & Challenges, Katherine Ye Jin Lee May 2026

Part-Time Faculty In Art And Design Higher Education: Support & Challenges, Katherine Ye Jin Lee

Masters Theses

This thesis investigates the challenge part-time faculty in art and design higher education face and the institutional support they receive through a case study conducted at Rhode Island School of Design (RISD). Through an extensive, anonymous and voluntary part-time faculty survey across different departments at RISD, it examines: 1) current perceptions of available institutional & departmental teaching support, 2) teaching approach & practice, and 3) student-faculty engagement. The research aimed to gather data on challenges that are unique to part-time faculty in art and design fields, especially in relation to faculty-student engagement to understand areas where they can be better …


Generative Ai And Student Engagement, Motivation, And Learning: Exploring The Use Of Generative Ai In Higher Education Online Courses, Jeffrey L. Simmons May 2026

Generative Ai And Student Engagement, Motivation, And Learning: Exploring The Use Of Generative Ai In Higher Education Online Courses, Jeffrey L. Simmons

Dissertations

ABSTRACT

The rapid emergence of Generative AI (GenAI) large language models (LLMs) such as ChatGPT in higher education has left many institutions unprepared to assess their potential benefits and risks. This mixed-methods study examined how ChatGPT and Google’s NotebookLM were integrated into online course development and delivery at a small private nonprofit university in California, and assessed their perceived impact on student engagement, motivation, and learning.

Data were collected from post-course Likert-scale surveys completed by students across three online master’s-level courses and from pre-course prediction surveys by instructors in the two NotebookLM courses. Quantitative analyses included one-sample t-tests against a …


Performatic Learning In Informal Education: A Mixed Methods Study Of Zine-Making As A Catalyst For Intentional Epistemic Claiming, Experiential Knowing, And Cultural Mediation In A Museum-Based Learning Environment, April Ursula Fox May 2026

Performatic Learning In Informal Education: A Mixed Methods Study Of Zine-Making As A Catalyst For Intentional Epistemic Claiming, Experiential Knowing, And Cultural Mediation In A Museum-Based Learning Environment, April Ursula Fox

UNLV Theses, Dissertations, Professional Papers, and Capstones

Informal learning environments are powerful sites of meaning-making when learners are invited to move from observer to author. This study positions zine-making as an effective educational tool capable of promoting that transformation. The study advances a new framework—Performatic Learning—to articulate how creative, multimodal practices can support learning as becoming. Developed through foundational pilot studies and an in-depth mixed-methods investigation in a natural history museum, the framework integrates five constructs: Intentional Epistemic Claiming, Experiential Knowing, Cultural Mediation, Performatic Space, and Learning as Becoming. Across cases, zine-making emerged as a generative learning space in which participants authored knowledge, navigated uncertainty, drew on …


Exploring The Impacts Of Contextualized Learning In An Engineering-Specific Corequisite Precalculus Course On Student Achievement, Motivation, And Belongingness, Amy Mathis-Leonard May 2026

Exploring The Impacts Of Contextualized Learning In An Engineering-Specific Corequisite Precalculus Course On Student Achievement, Motivation, And Belongingness, Amy Mathis-Leonard

UNLV Theses, Dissertations, Professional Papers, and Capstones

This study examines the design and implementation of a contextualized engineering-specific corequisite Precalculus I course and its impacts on student achievement, motivation, and sense of belonging. This study was conducted in response to decreasing national rates of mathematical readiness, the elimination of stand-alone developmental mathematics courses across multiple states and systems, and the demand for research related to effective corequisite models in mathematics coursework. The intervention created an experimental section of corequisite Precalculus I in which all the students were engineering majors who did not demonstrate readiness for a college-level precalculus course. Unit lessons incorporated engineering-specific topics and career-oriented discussions. …


Techno-Imagination: Elevating Creativity Through Xr And Ai, Christopher Spitzer May 2026

Techno-Imagination: Elevating Creativity Through Xr And Ai, Christopher Spitzer

Creativity and Change Leadership Graduate Student Master's Projects

Techno-Imagination: Elevating Creativity Through XR and AI explores the history of creativity and computing technology, supported by research and academic literature, and looks at the possibilities of a convergence between the two. In parallel, a brief biographical story of the author shares how a passion for creativity emerged, along with a growing interest in science and technology—specifically extended reality—which ultimately came together in the creation of this master’s project. The project also highlights how the Creative Problem Solving (CPS) process was used alongside AI bots and twenty research-based creative thinking skills in developing the business model canvas. Finally, the outcome …


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 …


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 …


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 …


Impact Of Instagram Flyers In Higher Education: Within Resident Assistant Program Attendance Marketing, Mary J. Mcdonald Jan 2026

Impact Of Instagram Flyers In Higher Education: Within Resident Assistant Program Attendance Marketing, Mary J. Mcdonald

Liberal Studies (MA) Final Essays

This exploratory pilot study examines whether posting Instagram digital flyers affects Resident Assistant (RA) program attendance in the higher-education Housing and Residence Life (HRL) context. Instagram has emerged as a dominant channel of communication among Generation Z (1997-2012). As a result, higher education institutions have increasingly used social media to prompt student engagement and foster belonging, in hopes of strengthening retention. Using a quasi-experimental matched comparison design, attendance data from the 2024 academic year without Instagram flyers were compared to the 2025 academic year with Instagram flyers. The independent variable was the implementation of Instagram digital flyers, and the dependent …


Exploring Generative Artificial Intelligence (Genai) And Developing Ai Competencies Through Joint Media Engagement In Family Settings, Tolulope Famaye Dec 2025

Exploring Generative Artificial Intelligence (Genai) And Developing Ai Competencies Through Joint Media Engagement In Family Settings, Tolulope Famaye

All Dissertations

As generative AI (GenAI) becomes increasingly prevalent, institutions seek to understand how students can explore AI in classrooms and develop AI literacy. However, little is known about how, families use these Large Language Models (LLMs) at home and how such engagement supports the development of foundational AI literacy skills. This study examines family engagement with generative AI to understand how AI competencies develops outside formal classrooms and to provide insights for designing contextually relevant AI learning experiences in schools. The study employs a single case study design, integrating quantitative analysis, thematic analysis, and quantitative ethnography to examine and analyze data …


A Discussion Of Community: An Ethnography Of Designing Asynchronous Video Discussions To Reveal Student Perceptions Of Digital Presence In Online Learning, Chad S. Garcia Oct 2025

A Discussion Of Community: An Ethnography Of Designing Asynchronous Video Discussions To Reveal Student Perceptions Of Digital Presence In Online Learning, Chad S. Garcia

USF Tampa Graduate Theses and Dissertations

This mixed-methods digital ethnography investigates how video-based discussions (VBD) influence community building in asynchronous graduate education. Using the Community of Inquiry (COI) framework, this study looks at student experiences in a History of Higher Education class where traditional text-based discussions were replaced with video presentations and peer responses. The research explores how video discussions affect students' sense of presence, how video presence impacts engagement patterns, and which multimedia elements contribute to community development.

Data collection included semi-structured interviews with students and instructors, LMS analytics, video content analysis, and ethnographic observation throughout Spring 2024. Analysis revealed a notable disconnect between traditional …


The Influence Of Visualization Type And Gender On Multimedia Learning Performance: An Experimental Study, Ziji Wang Aug 2025

The Influence Of Visualization Type And Gender On Multimedia Learning Performance: An Experimental Study, Ziji Wang

Electronic Theses and Dissertations

The widespread availability of multimedia learning resources, driven by technological progress, presents both opportunities and challenges in education. While these resources, often designed with animations to aid learning, their effectiveness in learning across STEM and non-STEM fields remains controversial. Besides, researchers have increasingly turned their attention to understanding how individual learner characteristics such as gender and spatial ability influence effectiveness of multimedia learning.

This dissertation examined the impact of visualization type and gender on learning algorithms (STEM) and Chinese characters (non-STEM) after accounting for the effect of spatial ability, focusing on learning outcomes and cognitive load. The fact that males …


Breaking Barriers, Building Realities: Designing A Pedagogically Sound Onboarding Process For Immersive Media Classroom Integration, Esperanza B. Martinez Aug 2025

Breaking Barriers, Building Realities: Designing A Pedagogically Sound Onboarding Process For Immersive Media Classroom Integration, Esperanza B. Martinez

Electronic Theses, Projects, and Dissertations

As immersive media technologies such as virtual reality (VR), augmented reality (AR), and mixed reality (MR) continue to gain traction in education, the need for a roadmap for educators to adopt these new learning technologies in a manner that enhances student learning increases. This project explores essential elements of an effective onboarding process for extended reality (XR)-enabled learning environments, focusing the recommendations for an anonymous virtual reality lab located at a public, 4-year university in Southern California. The study analyzes interviews from twelve students experiencing VR for the first time under three different onboarding contexts: no onboarding, Meta’s First Steps …


Investigating The Impact Of Instructor Presence In Lecture Videos On Learning Experiences: A Comparative Study, Keone K. Fuqua Aug 2025

Investigating The Impact Of Instructor Presence In Lecture Videos On Learning Experiences: A Comparative Study, Keone K. Fuqua

Graduate Theses and Dissertations (2019 - present)

As online learning continues to grow, understanding how instructional design features influence student experience becomes increasingly important. One critical feature in video-based instruction in instructor presence - the degree to which the instructor is visually or vocally present in the lesson. The purpose of this study was to investigate how varying levels of instructor presence in asynchronous lector videos affect students' perceived relatedness, satisfaction, engagement, content retention, and cognitive effort.

A mixed methods experimental design was employed, with 93 undergraduate and graduate students from a public university randomly assigned to one of three video lesson conditions: Full Presence (instructor visible …


Game-Based Learning As A Dynamic System: A Review Of The Literature, Meadow Mcgalliard Jun 2025

Game-Based Learning As A Dynamic System: A Review Of The Literature, Meadow Mcgalliard

University Honors Theses

Game-based learning (GBL) in its development as a field has found itself at an ever-increasing complexity with regard to theories, design elements, and outcomes that define it. It's been long since proven that games produce learning and the ways in which this benefits educators and designers have broad applications, from direct game implementation to integrating GBL knowledge into non-game spaces. The density and complexity of design in GBL prove beneficial for learning opportunities, as the adaptability of design can create an almost infinite series of outcomes in a highly replicable manner. In this broad review, I attempt to display the …


The Role Of A Lower Elementary Principal In Championing Co-Teaching As A Strategy To Promote Inclusive Education, Lauren Pigue Keen May 2025

The Role Of A Lower Elementary Principal In Championing Co-Teaching As A Strategy To Promote Inclusive Education, Lauren Pigue Keen

Doctoral Dissertations

This qualitative autoethnographic study explores the role of a lower elementary principal in leading a co-teaching initiative to create a more inclusive educational environment for students with disabilities. Rooted in Lewin’s Change Theory, the study examines how personal experience, professional vision, and intentional leadership contributed to the implementation and expansion of co-teaching practices within an early childhood setting. The research focuses on the principal’s dual role as both a systems-level change agent and an insider experiencing the transformation firsthand. Data were collected through reflective narrative, stakeholder interviews, and document analysis to provide a comprehensive view of the leadership decisions, cultural …


Soybean Oil-Derived Acrylate/Methacrylate Ether For High Resolution Additive Manufacturing (3d Printing) Technology, Tanuj Patel May 2025

Soybean Oil-Derived Acrylate/Methacrylate Ether For High Resolution Additive Manufacturing (3d Printing) Technology, Tanuj Patel

Electronic Theses & Dissertations

Additive Manufacturing is one of the rapidly developing techniques, as industries continue to explore new ways to create prototypes and end-use parts, one of the significant challenges that remains is the reliance on petroleum-based plastics for 3D printing, especially in the production of photocurable resins. that may be used to prototype complex structures and sophisticated geometries that are typically challenging to produce with conventional methods. Thus, replacing petroleum-based plastics with renewable resources is increasingly important for additive manufacturing (3D printing) of photocurable resins. The use of bio-based renewable resources in AM is a feasible alternative to traditional petroleum-based plastics. Henceforth, …


Virtual Reality And Nursing Education: A Randomized Control Trial Of The Effectiveness Of Virtual Reality As A Simulation Modality, David R. Haigh May 2025

Virtual Reality And Nursing Education: A Randomized Control Trial Of The Effectiveness Of Virtual Reality As A Simulation Modality, David R. Haigh

Dissertations

Virtual Reality (VR) is an emerging technology being utilized in educational and professional training in fields such as engineering, heavy industry, and the military. VR also has the potential to be utilized in pre-licensing nursing education; however, nursing programs have been slow to adopt VR as a simulation modality to train pre-licensed nurses in clinical skills. As such, there is a lack of research on the effectiveness of VR training in critical skills that nurses will utilize in clinical settings. This research is vital because utilizing VR as a training tool can reduce the time and cost of preparing nurses …


Border Thinking Through Diverse Modalities: An Ethnographic Case Study Of The Multimodal, Multiliteracy, And Translanguaging Practices Of Latinx Emergent Bilingual Youth, Romelia Rodri­Guez Reyes Apr 2025

Border Thinking Through Diverse Modalities: An Ethnographic Case Study Of The Multimodal, Multiliteracy, And Translanguaging Practices Of Latinx Emergent Bilingual Youth, Romelia Rodri­Guez Reyes

Open Access Theses & Dissertations

This three-article dissertation explores how translanguaging, multimodality, and multiliteracies intersect to support the learning, identity formation, and meaning-making practices of Latinx emergent bilingual middle school students in El Paso, Texas, a border city shaped by transfronterizx realities. Guided by the frameworks of Border Thinking (Mignolo, 2000) and Pedagogy of Border Thinking (Cervantes-Soon and Carrillo, 2016), this study foregrounds the cultural, linguistic, and epistemic fluidity that characterizes borderland communities. I approach this work as a bricoleur (Denzin and Lincoln, 1994); the three-article format allowed me to center distinct but interconnected theoretical and methodological orientations, reflecting my commitment to situated, decolonial knowledge …


Creating A Framework To Develop Project-Based Platforms To Support Engineering And Technology Education, Casey Daniel Kidd Mar 2025

Creating A Framework To Develop Project-Based Platforms To Support Engineering And Technology Education, Casey Daniel Kidd

Doctoral Dissertations

Engineering education has evolved over the last few decades to increasingly include project-based learning (PBL) throughout the curriculum to give students more hands-on experience. However, there can be a hesitancy from faculty and instructors to move from traditional lectures to PBL-based curricula. Research has been conducted to identify barriers to research-based instructional strategies (RBIS), which include PBL. However, this research does not go into depth about the specific barriers for these individual RBIS. Furthermore, it has been found that the adoption of a new practice within a community has more success through a propagation paradigm, where the change agents are …


The Relationships Between Learner Socio-Demographic Factors, Self-Efficacy, Culture, And Student Engagement In The Online Learning Environment, Nikki L. Lagrone Jan 2025

The Relationships Between Learner Socio-Demographic Factors, Self-Efficacy, Culture, And Student Engagement In The Online Learning Environment, Nikki L. Lagrone

Graduate Research Theses & Dissertations

The continuing need to understand and evaluate student engagement, specifically in the online learning environment, is critical for researchers and instructional designers. To design online learning for optimal learning outcomes, researchers must account for the individual cultural and cognitive characteristics of the learner. By examining cultural attributes of the learner, instructional designers will be able to design online instruction as a more inclusive learning environment. This quantitative, explanatory correlational research study aimed to investigate the relationship between learner cultural attributes and online student engagement. Additionally, how learner socio-demographic factors and online learning self-efficacy are related to online student engagement were …


Comparing Elements Of The Community Of Inquiry Framework In An Asynchronous And Synchronous Student Success Course In Nursing School, Megan Mcinnis Jan 2025

Comparing Elements Of The Community Of Inquiry Framework In An Asynchronous And Synchronous Student Success Course In Nursing School, Megan Mcinnis

Graduate Research Theses & Dissertations

This study explored the impact of course delivery modality—asynchronous versus synchronous—on students’ perceptions of Teaching, Social, and Cognitive Presence as outlined in the Community of Inquiry (CoI) framework. Conducted at a nursing college, the study involved students enrolled in a student success course offered in both formats. Quantitative data, using the CoI Survey Instrument, were collected through pre- and post-course surveys and analyzed with independent t tests to determine whether statistically significant differences existed within and between modalities. Results indicated that both course formats supported high levels of perceived presence across all three domains. In the asynchronous section, a statistically …


Reputation Management: Branding A Higher Education Graduate Program To Increase Visibility, Vanderbilt Artaxerxes Brabson Iv Dec 2024

Reputation Management: Branding A Higher Education Graduate Program To Increase Visibility, Vanderbilt Artaxerxes Brabson Iv

Student Theses and Dissertations

This capstone project offers a comprehensive training tool for non-communication professionals working in higher education programs. Its main goals are to give users (1) a summary of valuable research on higher education reputation management, branding, and strategic communication, and (2) an online toolkit for non-communication professionals to boost the visibility and impact of their educational initiatives. By providing practical, actionable resources, these tools help higher education professionals effectively handle the challenges of strategic communication management. The toolkit is especially useful because it delivers evidence-based strategies and methods that can be directly applied to improve communication efforts in higher education. It …


Reputation Management: Branding A Higher Education Graduate Program To Increase Visibility, Vanderbilt Artaxerxes Brabson Iv Dec 2024

Reputation Management: Branding A Higher Education Graduate Program To Increase Visibility, Vanderbilt Artaxerxes Brabson Iv

Student Theses and Dissertations

This capstone project provides a comprehensive training tool for non-communication professionals working within higher education programs. Its primary objectives are to provide users (1) a summary of valuable research on higher education reputation management, branding, and strategic communication, as well as (2) an online toolkit for non-communication professionals to enhance the visibility and impact of their educational initiatives. By providing practical, actionable deliverables, these resources can enable higher education professionals to effectively navigate the complexities of strategic communication management. The toolkit is particularly valuable as it offers evidence-based strategies and methodologies that can be directly applied to improve the communication …


Connecting Through Screens: A Case Study On Student Engagement In Online Esol Classes In The Post Pandemic Era, Meral Kacar Dec 2024

Connecting Through Screens: A Case Study On Student Engagement In Online Esol Classes In The Post Pandemic Era, Meral Kacar

Master's Theses

The sudden shift to emergency online education during the global pandemic affected various academic fields, including English language teaching. While many schools faced challenges, some successfully implemented online educational programs. Despite the large impact of the global pandemic on education, there is limited research that examines the effectiveness of online ESOL programs with a focus on the key factors that contribute to student engagement. This thesis explores the factors contributing to effective online ESOL instruction, focusing on fostering engagement and improving teaching practices in the post-pandemic era. The study for this thesis employs an instrumental case study methodology, focusing on …


Effectiveness Of Virtual Reality Training Environments, Lindsay Kristina Gouedy Nov 2024

Effectiveness Of Virtual Reality Training Environments, Lindsay Kristina Gouedy

Doctoral Dissertations

As technology has evolved so has training methodology in many applied fields. Training of aviation professionals is adapting by including technology features that allow for safer and less costly training methods. Pilot training is expensive given the number of flight hours and all that is included in the cost of flying an airplane. The main goal of this project is to assess the efficacy of the use of virtual reality environments as a valid training tool. Based on our literature review, we hypothesized that trainees perform simulated flight tasks more efficiently, with fewer errors, when trained using VR technology. The …


How Comics Impact The Process Of Instructional Design, Aaron M. White Aug 2024

How Comics Impact The Process Of Instructional Design, Aaron M. White

All-Inclusive List of Electronic Theses and Dissertations

Despite growing evidence and professional consensus of the educational benefits of comics, the medium has not received much explicit attention within instructional design literature. This very lack of attention leaves instructional designers (IDs) and subject matter experts (SMEs) without the necessary means to integrate comics into higher education curriculum. Drawn from theoretical and empirical evidence found in Mayer’s Multimedia Learning (2021) and Cohn’s The Visual Language of Comics (2014), this dissertation explored how incorporating comics as anchor text into three different courses (face-to-face, hybrid, and online) at three different higher education institutions in the Midwest impacted the dynamics of the …


Exploring Peer-Assisted Learning In A High-School-Based Suicide Prevention Intervention, Sterling R. Morris Aug 2024

Exploring Peer-Assisted Learning In A High-School-Based Suicide Prevention Intervention, Sterling R. Morris

All Graduate Theses and Dissertations, Fall 2023 to Present

This dissertation evaluated a form of teaching called peer-assisted learning in which people of similar ages and knowledge teach each other a subject. In this dissertation, peer-assisted teaching occurred in a suicide prevention organization called Hope Squad, which operates as individual chapters in high schools. The author first shared details from other researchers' studies on peer-assisted learning, then conducted two studies on this form of instruction in Hope Squad: The first study reported on the experiences peers have from learning from their peers, and the second study reported on peers' experiences teaching their peers. This dissertation may give researchers further …


How Does Vr Affect Motivation, Engagement, Performance And Student Interest In High School Science?, Ann Marie Carrier Jul 2024

How Does Vr Affect Motivation, Engagement, Performance And Student Interest In High School Science?, Ann Marie Carrier

Dissertations

This study investigates the impact of virtual reality (VR) on high school science students' motivation, engagement, performance, and interest in STEM disciplines. Building on Huang et al. (2021), this research replicates and extends their findings, focusing on how different levels of VR immersion influence learning outcomes. The study aligns with the Next Generation Science Standards (NGSS) and the Georgia Standards of Excellence (GSE). Utilizing a quasi-experimental design, 123 high school students experienced varying levels of immersive VR via the Titans of Space Plus app on Meta Quest 2 headsets and desktop computers. Study population included 55% males, 45% minorities, and …


A Study Of Learnability In Software As Perceived By Practitioners In User Experience And Learning Design Professions, Courtney N. Miller Jul 2024

A Study Of Learnability In Software As Perceived By Practitioners In User Experience And Learning Design Professions, Courtney N. Miller

STEMPS Theses & Dissertations

In the technology space, there are many factors that contribute to the marketability of software, including pricing and overall usefulness of the product (Jayathilaka, 2021). Many factors contribute to how usable a software is, including satisfaction, error prevention, memorability, efficiency, and learnability (Nielsen, 1994b). Learnability is one factor that may be affected or addressed by both user experience (UX) and learning design (LD) professional groups. While both fields address learnability, very few studies have been conducted to look at the UX interpretation of learnability as it relates to the LD interpretation (Elliott et al., 2002; Li et al., 2023). This …