Education Commons^™

The Theory Of Learning In Micro: Context & Explanation, Irene A. Bal, Mohammad Shams Ud Duha, Okan Arslan, Jessica Collier, Paula Marcelle, Annetta Dolowitz, Jamie Brernhardt, Meg Swanson, Monalisa Dash, Bohdana Allman (Ed.), Heather Leary (Ed.), Royce Kimmons (Ed.)

STEMPS Faculty Publications

The Theory of Learning in Micro is a proposed theory on how people micro-learn. This theory is based on the hypothesis that learning is a continual process better supported with smaller, more focused learning resources and activities. Based on two main beliefs, knowledge and design, The Theory of Learning in Micro was crafted as a foundation for how people learn in micro, providing a set of beliefs and assumptions for the microlearning design and development community.

Comparing The "Value Of Information Services" For Providers And Vulnerable Patrons: A Mixed-Methods Study With Academic Libraries And Students With Disabilities, Devendra Potnis, Kevin J. Mallary

STEMPS Faculty Publications

Introduction. This multi-year, mixed-methods study compares (a) the reasons administrators and librarians of academic libraries invest in assistive technology for delivering information services to students with disabilities, with (b) the benefits that influence these students’ intention to use AT.

Method. In the first phase, 50 library administrators and 22 librarians from 186 public universities across the US shared their top-three reasons for investing in assistive technology through a qualitative survey. In the second phase, 322 students with disabilities from the same institutions completed a quantitative survey, in which respondents shared individual-level benefits that influence their intention to use assistive technology. …

Organizational Analysis In Preparation For Lms Change: A Narrative Case Study, F. Eamonn Powers, Robert L. Moore

STEMPS Faculty Publications

Collaboration and teamwork are concepts routinely attributed to organizational success and successful change management. Yet often the details of these collaborative experiences are limited to participants in the team involved. In this case study we highlight how a learning experience architect, as part of an organizational working group, could leverage human performance technology (HPT) principles to lead the analysis efforts surrounding an LMS platform change at a professional training organization. Human performance technology is the study and practice of improving productivity in organizations. This includes designing and developing effective interventions, processes, and methodologies that are ethical, results-oriented, comprehensive, and systemic …

Conducting A Formative Evaluation On A Course-Level Learning Analytics Implementation Through The Lens Of Self-Regulated Learning And Higher-Order Thinking, Pauline S. Muljana, Tian Luo, Greg Placencia

STEMPS Faculty Publications

Self-regulated learning (SRL) and higher-order thinking skills (HOTS) are associated with academic achievement, but fostering these skills is not easy. Scholars have suggested an alternative way to scaffold these important skills through learning analytics (LA). This paper presents a formative evaluation of a course-level LA implementation through the lens of self-regulated learning (SRL) and higher-order thinking skills (HOTS). We explored the changes in students’ SRL, HOTS, and perceptions at the end of the course term. Results indicate an increase in some elements of SRL and HOTS, and positive student perceptions. Discussion on implications and opportunities for informing future teaching strategies …

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 …

Past Precedent Reconciling Established Multimedia Principles In 3d Virtual Learning Environments, Kristin Herman, Jim S. Shifflett, Courtney W. Schoolmaster, Charles Thull, Noah Glaser

STEMPS Faculty Publications

This design case documents the inception, development, and installation of a virtual exhibit on ethical use of learning analytics (LA) for the Museum of Instructional Design (MID), hosted in Mozilla Hubs. Tension emerged as the design team attempted to negotiate established principles of multimedia design theory (see Mayer, 2014; Mayer & Fiorella, 2021; Richardson, 2014) within an emerging learning environment. A rapid prototyping model, combined with elements of critical museology and dialectics, allowed for ongoing formative evaluation of design fidelity. Exhibit artifacts consisted of scenarios illustrating the ethical ambiguities of LA; a data justice timeline pairing recent peer-reviewed articles on …

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 …

Safety Training For Career And Content Switchers, Philip A. Reed, M. Kathleen Ferguson

STEMPS Faculty Publications

No abstract provided.

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 …

When Failure Is An Option: A Scoping Review Of Failure States In Game-Based Learning, F. Eamonn Powers, Robert L. Moore

STEMPS Faculty Publications

As interest in the use of games and gaming elements within learning environments grows, educators and designers may find it easier to account for winning than for losing and failure. This scoping review examines the role of failure and loss within game-based instructional interventions. Because of the varied methods and relatively small number of articles directly addressing the intersection between failure and loss within game-based instructional interventions, a scoping review was undertaken. This review included 14 peer-reviewed articles which explored a range of instructional contexts implementing failure state game mechanics. We identify several key takeaways that indicate how failure state …

Informing Makerspace Outcomes Through A Linguistic Analysis Of Written And Video-Recorded Project Assessments, Kevin M. Oliver, Jennifer K. Houchins, Robert L. Moore, Chuang Wang

STEMPS Faculty Publications

A growing body of research focuses on what outcomes to assess in makerspaces, and appropriate formats for capturing those outcomes (e.g. reflections, surveys, and port-folios). Linguistic analysis as a data mining technique holds promise for revealing different dimensions of learning exhibited by students in makerspaces. In this study, student reflections on makerspace projects were gathered in 2 formats over 2 years: private written assessments captured in the 3D GameLab gamification platform, and semi-public video-recorded assessments posted in the more social FlipGrid platform. Transcripts of student assessments were analyzed using Linguistic Inquiry Word Count (LIWC) to generate 4 summary variables thought …

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 …

Standards For Technological And Engineering Literacy: Addressing Trends And Issues Facing Technology And Engineering Education, Johnny J. Moye, Philip A. Reed

STEMPS Faculty Publications

The article offers information on addressing trends and issues facing technology and engineering education. It mentions future challenges, students need to "have a broad conceptual understanding of technology and its place in society, enabling them to be active participants in the technological world and careful creators and users of technology.

Building Empathy And Developing Instructional Design Experience And Skills: A Case Study Of Using Personas To Design Open Education Resources, John Baaki, Jennifer Maddrell

STEMPS Faculty Publications

This single case study involves the authors’ participation and observation of a massive open online course. To help instructional designers (IDs) develop open education resources for adults attempting to pass a United States high school equivalency exam, we constructed six personas that helped IDs put themselves in the users’ shoes. We begin by providing an overview of the scholarship that connects empathy, empathic design, persona construction, and meaning-making. After presenting our case study methodology and how we constructed six authentic personas, we present eight themes that demonstrate how IDs used the personas to build empathy for users and to develop …

Systematic Review Of Adaptive Learning Research Designs, Context, Strategies, And Technologies From 2009 To 2018, Florence Martin, Yan Chen, Robert L. Moore, Carl D. Westine

STEMPS Faculty Publications

This systematic review of research on adaptive learning used a strategic search process to synthesize research on adaptive learning based on publication trends, instructional context, research methodology components, research focus, adaptive strategies, and technologies. A total of 61 articles on adaptive learning were analyzed to describe the current state of research and identify gaps in the literature. Descriptive characteristics were recorded, including publication patterns, instructional context, and research methodology components. The count of adaptive learning articles published fluctuated across the decade and peaked in 2015. During this time, the largest concentration of adaptive learning articles appeared in Computers and Education. …

2020 President’S Message, Philip A. Reed

STEMPS Faculty Publications

The article discusses International Technology and Engineering Educators Association (ITEEA) 2019-2020 President, Michael Sandell, on projects. Topics include ITEEA has collaborating with the STEM Leadership Alliance and other associations such as the National Council of Teachers of Mathematics, and National Science Teaching Association; and the views of Executive Director, Steven Barbato, on project.

A Framework To Support Interdisciplinary Engagement With Learning Analytics, Stephanie J. Blackmon, Robert L. Moore

STEMPS Faculty Publications

Learning analytics can provide an excellent opportunity for instructors to get an in-depth understanding of students’ learning experiences in a course. However, certain technological challenges, namely limited availability of learning analytics data because of learning management system restrictions, can make accessing this data seem impossible at some institutions. Furthermore, even in cases where instructors have access to a range of student data, there may not be organized efforts to support students across various courses and university experiences. In the current chapter, the authors discuss the issue of learning analytics access and ways to leverage learning analytics data between instructors, and …

Current And Future Trends And Issues Facing Technology And Engineering Education In The United States, Johnny J. Moye, Phillip A. Reed, Ray Wu-Rorrer, Douglas Lecorchick

STEMPS Faculty Publications

Determining trends and issues is important for the health of any profession. The purpose of this research was to determine the current and future trends and issues facing technology and engineering education (TEE) in the United States (U.S.). The researchers used a three-round Modified-Delphi method to solicit information from technology and engineering education stakeholders across the U.S. In the first round, participants listed what they felt were current trends, future trends, current issues, and future issues facing TEE. The second round was designed to prioritize trends and issues. In the third round, participants were presented with one table for each …

Technology Fatigue Of Faculty In Higher Education, Colleen Halupa, Doris U. Bolliger

STEMPS Faculty Publications

The study investigated technology fatigue in instructors employed at three universities located in the United States. Instructors at three private institutions of higher learning located in two states were invited to complete an online survey that was developed by the researchers. Technology fatigue was operationalized as technology-use related stress (technostress) and frequent change in technology (change fatigue). A total of 171 valid responses were received from participants during a four-week period. Results show that they experienced moderate levels of technology fatigue. No statistically significant differences in responses were found based on the two types of learning environments (campus-based and online). …

Education Technology Tools, Robert L. Moore

STEMPS Faculty Publications

Educational technology has the benefit of creating active learning environments in both online and face-to-face classrooms. With the globalization of education, numerous educational tools and resources have been developed to create authentic learning experiences in the classroom. These tools can vary from web-based collaboration tools, such as Google Docs and VoiceThread, to a video tool such as FlipGrid. Such technology can be used in both live (synchronous) or online (asynchronous) classroom settings. With so many options, understanding how to select tools and how they can be integrated into instruction is important and thus is the focus of this entry.

Developing Lifelong Learning With Heutagogy: Contexts, Critiques, And Challenges, Robert L. Moore

STEMPS Faculty Publications

This systematic review investigated the contexts, critiques, and challenges of using heutagogy (Hase & Kenyon, 2000), an emerging instructional approach that emphasizes the self-determination of learners, to develop lifelong learners. A total of 33 peer-reviewed publications published between 2000 and 2019 were aggregated and synthesized, and findings explored the role that technology played in supporting the heutagogical approach and learning environments and contexts that have used heutagogy. The review concludes with the critiques and challenges of the heutagogical approach.

Implementing Stel, Marie Hoepfl, Thomas Loveland, Philip A. Reed

STEMPS Faculty Publications

No abstract provided.

Welcome To Normalton: Leveraging Effective E-Learning Principles For Adult Learners, Robert L. Moore

STEMPS Faculty Publications

This design case details the critical design decisions used in the development of an e-learning module library for North Carolina local government officials focused on land use regulations. These modules cover topics from an introduction to land use regulations, to evidentiary hearing conduct guidelines, defining vested rights, and explaining how to adopt and amend an ordinance. This project was in response to the North Carolina League of Municipalities (NCLM) members’ increased requests for training in this subject area. This organization requested the assistance of the two faculty members at the University of North Carolina at Chapel Hill School of Government …

Technology Education In The United States, Johnny J. Moye, Philip A. Reed, Steven A. Barbato, Shinichi Fujita

STEMPS Faculty Publications

Technology education has a long history in the United States as manual training in the 1870s, industrial arts through most of the twentieth century, and now as technology and engineering education in most states. Federal legislation has helped define and finance technology programs while organizations such as the International Technology and Engineering Educators Association, National Academies, National Science Foundation, National Assessment Governing Board, and National Aeronautics and Space Administration have shaped content and pedagogy. There are many opportunities in the U.S. such as Integrative STEM Education, growing informal education experiences in makerspaces, and expanding elementary technology education, but there are …

How Can Career Switchers And Teachers Without Formal Training Be Quickly Prepared To Teach Engineering And Technology Education?, Kathleen Ferguson, Philip A. Reed

STEMPS Faculty Publications

Old Dominion University (ODU) provides a six-hour, hands on workshop to train technology education teachers in design-based learning, production laboratory safety, and laboratory management. The teachers are provided with information about technology education content and pedagogy as well as safety contracts, legal liability, and machine use and maintenance. Teachers in this workshop learn (or update) important laboratory safety procedures and tool skills through instruction, demonstrations, and an active learning project.

The workshop is co-hosted by the ODU Technology Education Program and the Virginia Technology and Engineering Education Association (VTEEA). Three workshops have been held and program interest is increasing. The …

Informing Recommended Makerspace Outcomes Through Linguistic Analytics, Kevin M. Oliver, Jennifer K. Houchins, Robert L. Moore

STEMPS Faculty Publications

An after-school maker club collected student reflections on makerspace projects in different formats over two years: private written reflections captured in the 3D GameLab gamification platform and video-recorded reflections posted in the more social FlipGrid platform. Club mentors selected these documentation platforms on the basis of their motivational affordances thought to encourage club members to document their work. Transcribed documentation was analyzed using Linguistic Inquiry Word Count (LIWC) software to generate linguistic profiles for comparison. Differences between written and video-recorded documentation suggest: private, written documentation is more likely to capture evidence of cognitive processing and achievement- or risk-oriented drives, but …

Setting The Pace: Examining Cognitive Processing In Mooc Discussion Forums With Automatic Text Analysis, Robert L. Moore, Kevin M. Oliver, Chuang Wang

STEMPS Faculty Publications

Learning analytics focuses on extracting meaning from large amounts of data. One of the largest datasets in education comes from Massive Open Online Courses (MOOCs) that typically feature enrollments in the tens of thousands. Analyzing MOOC discussion forums presents logistical issues, resulting chiefly from the size of the dataset, which can create challenges for understanding and adequately describing student behaviors. Utilizing automatic text analysis, this study built a hierarchical linear model that examines the influence of the pacing condition of a massive open online course (MOOC), whether it is self-paced or instructor-paced, on the demonstration of cognitive processing in a …

Applying A Modified Technology Acceptance Model To Qualitatively Analyse The Factors Affecting Microblogging Integration, Tian Luo, David Richard Moore, Teresa Franklin, Helen Crompton

STEMPS Faculty Publications

The purpose of this research is to examine factors affecting students’ perception and engagement of microblogging integration using a qualitative approach. We employed a qualitative case study design to explore potential factors affecting microblogging integration in a hybrid course. Using the technology acceptance model (TAM) model as an umbrella framework, we examined through in-depth interviews with 18 participants the impact of microblogging integration into instruction that affected students’ reported use and perceptions of their microblogging-supported learning experiences. We found that individual differences, system characteristics, social influence and facilitating conditions all have impact on student participation and engagement in microblogging integration …

The Role Of Data Analytics In Education: Possibilities & Limitations, Robert L. Moore

STEMPS Faculty Publications

In the last decade, we have seen dramatic increases in the integration of technology within education. It has now become commonplace for K-5 educators to apply learning management systems (LMS) in ways that were previously only seen in higher education contexts. Similarly, on the higher education side, we are seeing a significant increase in online learning evidenced by the growing number of for-profit online colleges and universities (Picciano, 2012). This chapter utilizes Khan’s Learning Framework (Khan, 2001, 2005) to explore the role data analytics can play in education by looking at the possibilities and limitations of analytics.

Making The Connection: Using Mobile Devices And Polleverywhere For Experiential Learning For Adult Students, Robert L. Moore, Stephanie J. Blackmon, James Markham

STEMPS Faculty Publications

Technology integration has significantly influenced the way students access and retain knowledge gained in the classroom (Ahmed, 2016). This is particularly relevant in classrooms for adult learners who engage in continuing education. This paper used a descriptive case study (Yin, 2014) to share how an instructor utilized mobile learning with a web-based polling tool, PollEverywhere, to gamify experiential learning for adult students in various roles within a southeastern state’s court administration—prosecutors, defense lawyers, magistrates, and jail administrators—and improve students’ engagement in the course and connection to course material.