Education Commons^™

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 …

Learning With Technology During Emergencies: A Systematic Review Of K‐12 Education, Helen Crompton, Diane Burke, Katy Jordon, Samuel W.G. Wilson

Teaching & Learning Faculty Publications

Emergency situations that cause damage to educational buildings or require the closure of schools due to unsafe health, environmental, or political conditions can be an unwelcomed interruption to education. Indeed, the recent COVID‐19 pandemic created the largest disruption of education in history, affecting 94% of the world's student population. In emergencies, technology is often utilised as part of a crisis response protocol by continuing education using emergency remote education (ERE). The purpose of this study is to determine how technology has been used to continue K‐12 learning remotely during an emergency. This systematic review included an aggregated and configurative synthesis …

Using Pair Programming As A Collaborative Learning Approach To Support Students With Learning Disabilities Via Zoom Breakout Rooms, Ling Li, Li Da Xu, Yuming He, Wu He, Silvana M.R. Watson, Shana Pribesh, Debra A. Major, Elizabeth Langran (Ed.), Leanna Archambault (Ed.)

Information Technology & Decision Sciences Faculty Publications

Peer learning through pair programming is a type of collaborative learning that involves students working in pairs to discuss computer programming concepts or develop codes to solve problems. The Zoom breakout room method is applied to teach pair programming in a virtual classroom during the COVID-19 environment. By facilitating pair programming in a virtual learning environment, we gained valuable experience in promoting collaborative learning, active learning, and problem-based learning activities in a cloud setting.

"Letters", James V. Koch, Seth Forman

Economics Faculty Publications

No abstract provided.

Institutional Responses To The Covid-19 Pandemic: Faculty And Administrator Experiences, Narketta Sparkman-Key, Tammi F. Dice, Alexandra C. Gantt

Counseling & Human Services Faculty Publications

The onset of the COVID-19 pandemic required shifts in operations for institutions of higher education everywhere. Faculty and administrators were asked to adapt to meet the needs of students. We conducted a qualitative content analysis to understand institutional responses and examine the experiences of faculty and administrators during the COVID-19 pandemic through the lens of chaos theory. Institutional responses to the pandemic varied. Participants identified supports and resources deemed helpful, as well as those found to be inadequate or unwanted. We also found that the pandemic resulted in some positive outcomes for faculty and administrators, which led to growth in …

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 …

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 …

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 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 …

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 …

Inequalities In Girls’ Learning Opportunities Via Edtech: Addressing The Challenge Of Covid-19, Helen Crompton, Agnes Chigona, Katy Jordan, Christina Myers

Teaching & Learning Faculty Publications

The onset of the Covid-19 pandemic prompted school closures, which affected nearly 1.5 billion learners globally. Girls are likely to have experienced learning losses during the pandemic to a greater extent, as there are multiple barriers that influence gender disparities in accessing and benefiting from EdTech, including social inequalities or norms and technological constraints. Equity needs to be foregrounded when EdTech interventions are implemented, by considering disparities emerging from digital access, freedom, literacy, pedagogies, and design:

Digital access: Potential gender disparities in digital access, including at home, should be considered when EdTech interventions are designed.

Digital freedom: Social norms, as …

Edtech And Emergency Remote Learning: A Systematic Review, Helen Crompton, Diane Burke, Katy Jordan, Sam Wilson, Susan Nicolai, Christina Myers

Teaching & Learning Faculty Publications

An output of the EdTech Hub, https://edtechhub.org

Status And Trends Of Mobile Learning In English Language Acquisition: A Systematic Review Of Mobile Learning From Chinese Databases, Zhang Jie, Helen Crompton

Teaching & Learning Faculty Publications

Mobile learning has become the potential for innovation and disruption in the last decade. This study reviewed Chinese scholarly publications related to mobile learning research and published related to teaching and learning English in China’s higher education. Its purpose is to enrich systematic reviews for digital education with the provision of mobile learning research in China’s context with academic findings inaccessible to those who do not speak Chinese. Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) principles are used to provide a transparent synthesis of extant studies. Major findings include that English learning has made progress in teaching strategy, …

Pedagogical Methods And Advances For Synchronous/Asynchronous Instruction Of Laboratories In Engineering Technology Programs, Nestor Escobales, Alok Verma

Engineering Technology Faculty Publications

Significant research has been done on the subject of distance learning (DL) instruction for many academic disciplines. However, when it comes to engineering technology (ET) programs, particularly, engineering laboratory work, limited studies are available. It is unquestionable that engineering laboratory work is essential for the successful preparation of individuals enrolled in ET programs. The focus of ET programs is on the correct use and application of engineering principles with a direct focus on practical application rather than on theory alone. The difficulties increase significantly when laboratories are offered in DL mode, particularly for ET programs. It is well known that …

Online Accelerated Learning Experiences And Self-Regulated Learning Skills Amoung Undergraduate Students, Cherng-Jyh Yen, Emrah Emre Ozkeskin, Moussa Tankari, Chih-Hsiung Tu, Hoda Harati, Laura E. Sujo-Montes

Educational Foundations & Leadership Faculty Publications

Many institutions have adopted an online accelerated learning model in which intensive online instructions are offered during the course of a normal semester to help students complete classes. Current research has focused on comparing different instructional lengths. Mixed findings have been reported. Accelerated instructions are not necessarily superior or inferior to traditional 16-week instructions. Research should focus on what is crucial and how to prepare students to succeed in accelerated online courses. This study examines whether self-regulated learning (SRL) skills may serve as predictors of positive accelerated learning experiences. It concludes that five SRL skills can predict success in online …

Covid-19 Impact Research Brief: Virtual Exchanges At Community Colleges, Kimberley Cossey, Heidi Fischer

Educational Foundations & Leadership Faculty Publications

The COVID-19 pandemic has affected higher education worldwide. Two NAFSA member leaders, Kimberley Cossey, MA, (2021 registrar for Region VIII) and Heidi Fischer, PhD (2021 chair for Region VIII), have coauthored a research brief detailing how the COVID-19 pandemic impacted virtual exchange program development and delivery at community colleges in the United States. The research brief summarizes key takeaways from mixed-methods research (i.e., survey and interviews) with practitioners from U.S. community colleges, requesting information about:

The pandemic's impact on existing virtual exchange programs (VEPs), The impact on developing new VEPs, and New (virtual) models for international education. Key takeaways include …