Online and Distance Education Commons^™

Impacts Of Segmenting Principle On Learner Performance And Attitude In A 3d Environment: A Mixed-Method Multiple Case Study, Kristin Herman, Mohan Yang, Jim Shifflet, Noah Glaser

STEMPS Faculty Publications

This study presents a conceptual replication of Moreno’s (Appl Cogn Psychol 21:765–781. 10.1002/acp.1348, 2007) study on the benefits of adhering to the segmentation principle when utilizing multimedia learning objects. Furthermore, this study expands upon the original by taking place in a low-immersive virtual reality environment, allowing for further understanding on the extent to which multimedia principles are still relevant. Both a synchronous and an asynchronous case are presented. Results indicate benefits for both cases in far transfer of learning. Furthermore, synchronous learners indicated a significant reduction in cognitive load and increased overall attitudes towards learning due to segmented instruction.

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 …

Examining Non-Traditional Online Learners' Ownership Of Learning In The Context Of Chatgpt-Facilitated Design, Mohan Yang, Tian Luo, Kristin Herman, Belle Li, Shanan Chappell Moots, Noah Glaser, Shiyan Jiang

STEMPS Faculty Publications

Generative artificial intelligence (GenAI) offers potential solutions to educational challenges by personalizing learning experiences for diverse learners. However, it also introduces complexities around issues of ownership of learning. As an indicator of empowered learning, ownership is a multifaceted but underexplored concept. In this study, the authors adopted a mixed-methods multiple-case study design to explore non-traditional online students’ perceived ownership of learning when using ChatGPT for instructional design. The authors adopted the psychology ownership construct consisting of self-efficacy, accountability, belongingness, and self-identity as the theoretical framework. Findings revealed students’ prior AI experiences and educational levels played a significant role in their …

Designing A Tpack-Based Mobile Learning Model For Biology Education Using Nominal Group Techniques, Cik Jamaliah Abd Manaf, Shakinaz Desa, Muhammad Ikhwan Mat Saad, Helen Crompton

STEMPS Faculty Publications

Mobile learning (m-learning) enhances STEM education, particularly in biology, by supporting visualization and interaction. However, a structured framework integrating technological, pedagogical, and content knowledge (TPACK) is essential. This study designs a TPACK-based mobile learning model for biology using the Nominal Group Technique (NGT). A workshop with 10 experts identified seven key components and 67 elements, with nine elements rejected due to low consensus. The validated framework will guide model development using Interpretive Structural Modelling (ISM) to enhance critical thinking, collaboration, and digital citizenship, ultimately fostering effective mobile learning environments for biology education.

College Students' Identity Differences In Offline And Online Learning Environment And Their Effects On Achievement Motivation, Sang-Soog Lee, Jinhee Kim, Seung Won Yu, Na Li

STEMPS Faculty Publications

The unprecedented evolution of educational technologies has transformed the learning landscape, creating distinct experiences in offline and online learning environments (OLE). However, little attention has been given to exploring students’ identities in the online learning context and how they can influence academic trajectories, limiting the development of a holistic understanding of the nature, effects, and areas of improvement in students’ identity formation in OLE. This study aims to investigate how students’ identity subcomponents differ among offline and OLE students via propensity score matching (PSM) in China, which allows us to find a doppelganger to estimate the counterfactual situation for making …

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 …

Designing Tpack-Driven Mobile Learning With Digital Citizenship For Biology Education: Insights From Ngt And Ism Approaches, Cik Jamaliah Abd Manaf, Shakinaz Desa, Muhamad Ikhwan Mat Saad, Helen Crompton

STEMPS Faculty Publications

The rapid digitization of education and the complexity of scientific content demand the integration of digital citizenship in TPACK-based mobile learning for Biology. This study aimed to identify and prioritize relevant digital citizenship practices using a Design and Development Research approach. In Phase One, the Nominal Group Technique with 10 experts evaluated eight proposed practices. Phase Two employed Interpretive Structural Modeling with nine experts to structure hierarchical relationships. Seven practices were retained, with Ethical Use of Digital Resources as the top-level driver. The resulting framework supports ethical and discipline-specific mobile learning models, promoting responsible digital engagement in Biology education.

Multifaceted Challenges And Opportunities: Concurrent Mixed Methods Research To Investigate Chinese Exchange Students' Experiences In The Us Transnational Online Learning Ecology, Xinyue Ren, Yi Zhou

STEMPS Faculty Publications

Transnational online education has become an emerging trend in promoting academic collaboration and exchange in higher education during and after the pandemic. Guided by the learning ecology framework, we conducted concurrent mixed methods research by distributing an online survey to Chinese students (N=51) to collect quantitative and qualitative data. This helped us deeply understand their experiences and perceptions of a cross-cultural online learning environment in the United States. We applied multiple regression and thematic analysis to analyze the data. The merging of both types of data analysis indicated the confirmation of the importance of discipline-based English learning environments, the transformation …

Empowering Learners In Higher Education: Redesigning An Online Computer Science Course Through Universal Design For Learning Implementation, Ana E. Redstone, Tian Luo

STEMPS Faculty Publications

This article focuses on the practical implementation of Universal Design for Learning (UDL) in an online computer science course, articulating the collaborative efforts between the instructional designer (the first author) and the faculty member to redesign the course using UDL principles. Specific instances of redesigned learning modules and artifacts in adherence to UDL principles and results and insights gained from the implementation are reported. The article concludes with recommendations for higher education faculty and instructional designers to consider when applying UDL in their online courses.

The Seti Framework And Technology Integration In The Digital Age, Helen Crompton, Diane Burke, Christine Nickel, Agnes Chigona

STEMPS Faculty Publications

Effective integration of technology is critical for online, blended, hybrid, and face-to-face learning. The purpose of this paper is to introduce the SETI (Socio-Ecological Technology Integration) framework and explain what it adds to the scholarly research regarding effective technology integration. The SETI framework goes beyond previous frameworks and applies a holistic systems approach to understanding effective technology integration. This takes into account all aspects of technology integration including new findings uncovered during the Covid-19 lockdown. TPACK and SAMR were analyzed identifying their benefits and limitations and then the SETI framework was explained providing insight into the value of a whole …

Differences In Student-Ai Interaction Process On A Drawing Task: Focusing On Students' Attitude Towards Ai And The Level Of Drawing Skills, Jinhee Kim, Yoonhee Ham, Sang-Soog Lee

STEMPS Faculty Publications

Recent advances and applications of artificial intelligence (AI) have increased the opportunities for students to interact with AI in their learning tasks. Although various fields of scholarly research have investigated human-AI collaboration, the underlying processes of how students collaborate with AI in a student-AI teaming scenario have been scarcely investigated. To develop effective AI applications in education, it is necessary to understand differences in the student-AI interaction (SAI) process depending on students' characteristics. The present study attempts to fill this gap by exploring the differences in the SAI process amongst students with varying drawing proficiencies and attitudes towards AI in …

The Educational Affordances And Challenges Of Chatgpt: State Of The Field, Helen Crompton, Diane Burke

STEMPS Faculty Publications

ChatGPT was released to the public in November 30, 2022. This study examines how ChatGPT can be used by educators and students to promote learning and what are the challenges and limitations. This study is unique in providing one of the first systematic reviews using peer review studies to provide an early examination of the field. Using PRISMA principles, 44 articles were selected for review. Grounded coding was then used to reveal trends in the data. The findings show that educators can use ChatGPT for teaching support, task automation, and professional development. These were further delineated further by axial sub …

Ai And English Language Teaching: Affordances And Challenges, Helen Crompton, Adam Edmett, Neenaz Ichaporia, Diane Burke

STEMPS Faculty Publications

English is one of the most used languages for jobs, markets, tourism, discourse and international connectivity. However, English learners face many challenges in gaining English language skills. Extant studies show that AI has affordances to support in English language teaching and learning ELT/L. This study answers the call to examine specific challenges and affordances for using AI in ELT/L. A systematic review method was used with PRISMA principles to identify 42 studies. Findings reveal the geographical locations of studies, learner ages and years of study. Grounded coding was then used to identify affordances of the use of AI in ELT/L …

The Nexus Of Iste Standards And Academic Progress: A Mapping Analysis Of Empirical Studies, Helen Crompton, Diane Burke

STEMPS Faculty Publications

Technology has become commonplace in K-12 classrooms with students actively using digital technology to support learning. The purpose of this study was to investigate whether there is empirical support that implementing the ISTE Standards for Students can result in learning gains. A scoping review methodology was used to map extant literature to evidence of learning gains. To ensure transparency in the selection of the articles and the evidence gathering procedure, an a priori method was used. This study is unique in that it provides the first examination of a set of student standards for technology use to learning gains within …

Designing For Accessibility In Online Learning: A Design Case, Mohan Yang, Victoria Lowell, Yishi Long, Tadd Farmer

STEMPS Faculty Publications

Despite laws in the United States (e.g., Section 504 of the Rehabilitation Act of 1973, the Americans with Disabilities Act of 1990 and its 2008 Amendments), students with various disabilities continue to experience access barriers to instructional content and inclusion in course activities. Online learning environments can present especially challenging circumstances for disabled students despite the advantages they could potentially bring. In this article, we present the design and development of three self-paced e-learning modules following a three-phased design process to prepare instructional design students to create accessible online learning content. The instructional design planning and development process can provide …

Treating A Viral Culture: Using Cultural Competency And Social Informatics To Design Contextualized Information Literacy Efforts For Specific Social Information Cultures, Rachel N. Simons, Aaron J. Elkins, Shengnan Yang (Ed.), Xiaohua Zhu (Ed.), Pnina Fichman (Ed.)

STEMPS Faculty Publications

This chapter proposes a novel theoretical framework, Social Information Cultural Competency (SICC), that may be used for designing contextualized information literacy efforts. The SICC approach leverages the frameworks of social informatics, cultural competency, and psychosocial understandings of information behavior to encourage information professionals to develop more nuanced understandings of specific social information cultures. After defining this approach, the chapter then applies the SICC framework to a case study considering information literacy interventions addressing a social information culture engaged in sharing COVID-19 misinformation through social media. As part of this case study, the chapter discusses three current information literacy approaches to …

Orientation Online: The Surprising Benefits Of Virtual New Faculty Orientation, Kristin Herman, Patricia Davidson

STEMPS Faculty Publications

This design case documents the reimagination of new faculty orientation for a mid-sized public university due to the COVID-19 global pandemic. This fully virtual iteration was facilitated during the summer of 2020 and is compared both to previous in-person iterations of new faculty orientation as well as a blended modality version of the orientation program offered in 2021. The redesign is explained using language from Puntedura’s (2006) Substitution- Augmentation- Modification- Redefinition (SAMR) model of technology application in distributed learning. Such terminology provided a helpful common vocabulary for a design team pressured to determine which elements of orientation needed to be …

Examining The Impact Of Online Math Games On Student Performance And Attitudes, Tian Luo, Catherine Hickman, Pauline Muljana

STEMPS Faculty Publications

Low mathematics scores in the U.S. have been pressing the educators to find engaging strategies and effective tools to promote math performance. While emerging technologies, such as digital math games, show promises in improving mathematical education, existing studies have garnered mixed findings and thereby necessitating further investigation. This study aims to examine the impact of skill-based online math games on students’ math performance and attitudes, as well as students’ perceptions of the games. Thirty-eight students ranging from fifth to eighth grade participated in the study. The results showed a mixed picture of the impact of the online games on math …

Fostering Cognitive Presence In Online Courses: A Systematic Review (2008-2020), Robert L. Moore, Courtney N. Miller

STEMPS Faculty Publications

Within the Community of Inquiry (CoI) framework, cognitive presence has been central to success in higher education settings. This systematic review examined 24 articles published between 2008-2020 that empirically analyzed cognitive presence in online courses. We share the patterns that emerged regarding the interplay between teaching and cognitive presence and social and cognitive presence. We also explore how the four phases of cognitive presence—triggering event, exploration, integration, and resolution—were evident within specific instructional activities. We conclude with implications for practice that will be helpful for course instructors and designers seeking to foster greater cognitive presence within their online courses.

Review Of: Estrellado, R. A., Freer, E. A., Motsipak, J., Rosenberg, J. M., & Velásquez, I. C. (2021). Data Science In Education Using R. London, England: Routledge, Esther Michela, Robert L. Moore

STEMPS Faculty Publications

Data use in education is continually expanding in scope (Romero and Ventura 2020), and though programming resources are plentiful, those that truly scaffold the learning process are scarce. Data Science in Education Using R by Estrellado, Freer, Motsipak, Rosenberg, and Velásquez is a combination primer and workbook. This format allows the volume to serve as both an introductory R resource aimed to help readers overcome the daunting initial roadblocks to proficiency and familiarize them with educational data uses. We reviewed this book from the perspective of a beginning R user with little other programming background for whom this book is …

Influence Of Learner Motivational Dispositions On Mooc Completion, Robert L. Moore, Chuang Wang

STEMPS Faculty Publications

This study examined the role motivational dispositions had on completing a massive open online course (MOOC) using identifiable data from 10,726 students who enrolled in an iteration of the HarvardX MOOC, Super Earths and Life. As part of the course registration process, learners had the option to complete a pre-course survey and self-report information including their level of education, gender and registration motivations. Using these pre-course survey responses, latent profiles linked to learners’ course performance were created. Results showed education background, gender, and motivation were all significantly related to students’ performance. Furthermore, students with intrinsic motivational dispositions performed better than …

Comparative Review On Information And Communication Technology Issues In Education Sector Of Developed And Developing Countries: A Case Study About Pakistan, Aasma Akram, Moshin Nazir, Tayyaba Batool, Muhammad Imran Zulfiqar, Maria Nazir, Habiba Azhar, Sadia Murawwat

STEMPS Faculty Publications

The use of information and communication technology is very beneficial in the education sector because it can enhance the quality of education. However, the implementation of ICT in the education sector of developed and developing countries is a challenging task. This paper explains the comparative study of ICT issues in the education sector of developed and developing countries. In particular, we compare issues between Pakistan and high-tech countries. Our study reveals the fact that the education sector is facing numerous ICT problems that are based on culture, finance, management, infrastructure, lack of training, lack of equipment, teacher’s refusal, and ethical …

Lights, Camera, Activity! A Systematic Review Of Research On Learner-Generated Videos, Bridgette Shade Epps, Tian Luo, Pauline S. Muljana

STEMPS Faculty Publications

Aim/Purpose

The current literature discusses the use and benefits of learner-generated videos (LGVs). However, it rarely addresses any correlation between the types of subjects that are best suited for using these videos or what techniques should accompany the use of LGVs.

Background

This systematic review synthesizes current literature to identify patterns and implications that develop from the use of LGVs so that their future use can be both consistent and effective. This paper also reviews the studies to establish the most consistent educational benefits that emerge from this activity.

Methodology

Employing the Preferred-Reporting of Items for Systematic Reviews and Meta-Analyses …

Introduction To The Special Section On Designing For Learning In A Pandemic, John Baaki

STEMPS Faculty Publications

Amid the pandemic, a project team continued educating electrical line workers across four U.S. locations. The Center for Engineering Education and Outreach redesigned an in-person internship program by finding ways to simulate tinkering, design reviews, and troubleshooting activities. A collaborative four-day international seminar networking 10 European universities from eight different countries went virtual. An all-expenses-paid six-day residential summer experience at NASA’s Johnson Space Center was replaced by an online experience. Designers embraced—cancellation is not an option—and found a way to engage fifth grade students to apply science and mathematics concepts related to building a Mars colony. The show did go …

Design Matters: Development And Validation Of The Online Course Design Elements (Ocde) Instrument, Florence Martin, Doris U. Bolliger, Claudia Flowers

STEMPS Faculty Publications

Course design is critical to online student engagement and retention. This study focused on the development and validation of an online course design elements (OCDE) instrument with 38 Likert-type scale items in five subscales: (a) overview, (b) content presentation, (c) interaction and communication, (d) assessment and evaluation, and (e) learner support. The validation process included implementation with 222 online instructors and instructional designers in higher education. Three models were evaluated which included a one-factor model, five-factor model, and higher-order model. The five-factor and higher-order models aligned with the development of the OCDE. The frequency of use of OCDE items was …

Exploring The Relationship Between Clout And Cognitive Processing In Mooc Discussion Forums, Robert L. Moore, Cherng-Jyh Yen, F. Eamonn Powers

STEMPS Faculty Publications

The purpose of this study was to explore the relationship between clout and cognitive processing in massive open online course (MOOC) discussion forum posts. Cognitive processing, a category variable generated by the automated text analysis tool, Linguistic Inquiry Word Count (LIWC), is made up of six sub-scores (insight, causation, discrepancy, tentativeness, certainty and differentiation). Clout is a nontransparent summary variable in LIWC that can be used to understand the level of confidence conveyed in the text. Because clout is nontransparent, we do not know the algorithm used to calculate its value. To better understand this variable, this study examined cognitive …

Hacking The Pandemic: Launching Third Space Into Cyberspace, Brittany Bowser

STEMPS Faculty Publications

The article discusses importance of the school library as a third space for learning. Topics discussed include need for school library's third space to expand into cyberspace; focus to promote awareness of school librarianship; and need for school librarians to prioritize marketing themselves and their instruction.

Exploring Student Perceptions Of Flipgrid In Online Courses, Patrick R. Lowenthal, Robert L. Moore

STEMPS Faculty Publications

Asynchronous video-based discussions have affordances that can address some of the constraints of asynchronous text-based discussions. However, little research has been conducted on the use of asynchronous video-based discussions in online courses. As a result, the purpose of this exploratory study was to investigate students’ perceptions of using Flipgrid for asynchronous video-based discussions in fully online courses. We used a cross-sectional survey design to survey 79 students who used Flipgrid in a fully online course. Students overall reported that they liked using Flipgrid, it was easy to use, and that it helped improve social presence. In this paper, we will …

The Inclusive Educational Role Of School Librarians: Supporting Safe Online Behaviors Through A Community Of Peers, Abigail Phillips, Amelia Anderson

STEMPS Faculty Publications

o develop and encourage information literacy skills needed to prevent cyberbullying, online aggression, and other forms of online victimization, teens are in need of digital citizenship instruction and similar digital literacy education in an inclusive environment. This paper is supported by findings from two unique studies conducted by the researchers as well as a rigorous review of relevant scholarship of teacher education and disability studies. First, semi-structured interviews with librarians working with youth (ages 12-18) were conducted and second, an online survey of youth with autism spectrum disorder (ASD) on the digital environment, experiences from engaging online, views of the …

Universal Design Online And Students On The Autism Spectrum: Is It A Match?, Amelia Anderson

STEMPS Faculty Publications

Online education provides a way for young adults to attend postsecondary courses when they might not otherwise have those opportunities due to location, timing, or other circumstances. For individuals on the autism spectrum, or those with autism spectrum disorder (ASD), the online environment in general allows for unique opportunities for engagement while removing some of the distractions associated with face-to-face interactions. However, little has been done to explore the online learning environment, in particular, as it pertains to college students with ASD. Additionally, while online coursework moves to incorporate principles of inclusivity for students with disabilities using Universal Design frameworks, …