Educational Psychology Commons^™

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 …

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). …

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 …

Evaluation Of Static Vs. Dynamic Visualizations For Engineering Technology Students And Implications On Spatial Visualization Ability: A Quasi-Experimental Study, Petros Katsioloudis, Daniel Dickerson, Vukica Jovanovic, Mildred Jones

STEMPS Faculty Publications

The benefit of using static versus dynamic visualizations is a controversial one. Few studies have explored the effectiveness of static visualizations to those of dynamic visualizations, and the current state of the literature remains somewhat unclear. During the last decade there has been a lengthy debate about the opportunities for using animation in learning and instruction. More specifically it has been shown that dynamic visualizations often provide no advantages over static visualizations. If they had shown advantages, it was due to the fact that more information was available in the animated than in the static version. Given this result, the …

Generative Learning Strategy Use And Self-Regulatory Prompting In Digital Text, Alan J. Reid, Gary R. Morrison

STEMPS Faculty Publications

The digital revolution is shifting print-based textbooks to digital text, and it has afforded the opportunity to incorporate meaningful learning strategies and otherwise separate metacognitive activities directly into these texts as embedded support. A sample of 89 undergraduates read a digital, expository text on the basics of photography. The treatment prompted the reader with selfregulatory questions and embedded a generative strategy, paraphrasing, and confirmed previous research on the relationships between prior knowledge and level of self-regulation on reading comprehension.

A one-way between subjects ANOVA revealed significance for the level of self-regulation on comprehension-level items and for the level of prior …

Detection And Assessment Of Quality Indicators Of Visual Based Learning Material In Engineering Education Programs For Grades 7-12, Petros Katsioloudis

STEMPS Faculty Publications

The purpose of this study was to detect the quality indicators of visual-based learning material in technology education for grades 7-12. A three-round modified Delphi method was used to answer the following research questions: RQ1: What indicators should quality visual-based learning material in technology education have to be effective and efficient in transmitting information for grades 7-12? RQ2: What are the indicators of the learner’s characteristics that impact the selection of visual-based learning material in technology education for grades 7-12?