Education Commons^™

Identifying Self-Regulation Strategies Students Use When Cognitive Load Occurs, Linyu Luo

All Graduate Theses and Dissertations, Spring 1920 to Summer 2023

When the amount of information to process exceeds students’ capacity to do so, that indicates a problem in the learning environment that will hinder students’ successful learning. This study found that students use a variety of strategies to help them manage their own learning when they felt overwhelmed by the amount of information they needed to process. Further, these strategies differed from those typically expected of students when they are not overwhelmed.

Instructional Systems Design And The Diffusion And Adoption Of Technology: (Volume 1), Miguel Ramlatchan (Author & Editor), Mark Parsons (Author), Meghan Soldani (Author), Josie Joswick Mendoza (Author), Maria Satre (Author), Brittany Spitz (Author), Jasmine Bundy (Author), Amanda Kline (Author)

Distance Learning Faculty & Staff Books

Instructional designers, instructional systems designers, and other educational technologists are, by their nature, innovators. These professionals apply and extend the applied science of learning, systems, communication, and instructional design theory to help students learn. Technology in some capacity is used to make the connections between subject matter experts, teachers, instructors, and their learners. It is common for instructional designers to seek new tools, techniques, and innovations for the improvement of learning, access, quality, and student satisfaction. However, the adoption and diffusion of new educational technology and innovation is a complex process that depends on many variables. Understanding these processes and …

Influence Of Curricular Organization On Cognitive Load And Student Performance In Online Learning Environments, Michael Wilder

UNLV Theses, Dissertations, Professional Papers, and Capstones

The purpose of this study was to explore the influence of curricular organization on student cognitive load and student performance in online learning environments. The findings of this study contribute to the development of usable instruction design principles for online education.

This research study used the lens of cognitive load theory to examine how online course organization affects student learning. A review of the literature included the elements of cognitive architecture that have been measured in prior studies, various methods in which cognitive load has been measured, and the basic requirements for measurement of cognitive load in instructional research.

A …

Decision Making In The Sciences: Understanding Heuristic Use By Students In Problem Solving, Elizabeth Csikar

STEMPS Theses & Dissertations

The purpose of this study was to examine the use of heuristics by students and gain insight into the thought process behind their problem-solving skills. The study used an adaptive narrative as the information delivery medium. An adaptive narrative was chosen because it could be designed to simulate decision making processes encountered in real world situations. Students enrolled in an introductory biology major class were chosen for the study because their fields of interest all require complex problem solving and decision-making skills. It was of interest to investigate what decisions were made when heuristics were given and how that may …

Self-Efficacy Change Associated With A Cognitive Load-Based Intervention In An Undergraduate Biology Course, David F. Feldon, Joana Franco, Jie Chao, James Peugh, Cathy Maahs-Fladung

Instructional Technology and Learning Sciences Faculty Publications

Cognitive load theory (CLT) holds that discovery learning and other instructional strategies imposing high levels of extraneous load on novice learners hinder learning. Such learning conditions are also associated with significant drops in persistence, a key measure of motivation. However, research within the CLT framework typically engages motivation as a necessary precursor to learning, rather than as an outcome of instruction. In this study, we examine changes in motivational beliefs as outcomes of learners' cognitive processes through a CLT lens as they engage with instruction. Using a double-blind quasi-experimental design, we manipulate the level of cognitive load imposed on participants …

Investigating Application Of The Self-Explanation Learning Strategy During An Instructional Simulation, Paul Michael Macloughlin

STEMPS Theses & Dissertations

Computer-based simulations effectively support the acquisition of scientific knowledge when combined with a guided learning approach. Active learning drives complex cognitive processes that enable the integration of new information with existing knowledge. The iCAP (Interactive, Constructive, Active, Passive) Framework provides a conceptual model to describe different types of active learning. Computer-based simulations fit neatly within this framework. Similarly, self-explanation is a generative learning strategy that fits within this framework. Promoting self-explanation using instructional prompts is an effective method for driving application of the strategy. This study compared three combinations of self-explanation prompt and learner activity (closed prompts – overt activity, …

Instructional Designer Awareness And Application Of Strategies To Manage Cognitive Load, Justin A. Sentz

STEMPS Theses & Dissertations

This study examined how practicing instructional designers manage cognitive load in a standardized scenario as they select and implement instructional strategies, message design, content sequencing, and delivery media within various domains with learners at different levels of expertise. The study employed a quasi-experimental, mixed methods design to gain insight into how practicing instructional designers perceive their awareness of strategies to manage cognitive load and implement those strategies within a standardized design scenario. The research design involved the collection of quantitative data from the participants during an initial web-based questionnaire and a second collection of both quantitative and qualitative data as …

Learning While Using An Instructional Simulation, Tayyaba Batool

STEMPS Theses & Dissertations

Learner control is thought to be valuable by some scholars who believe that it allows learners to adapt instructions to their needs while reducing cognitive load (Mayer & Moreno, 2003). Although learner control offers some advantages to the learner, the importance of an instructor cannot be denied. In instructor-controlled settings the instructor provides guidance to the learners. Direct instructional guidance provides information to the learner that explains the concepts and procedures that are to be learned along with the instructional strategy support that is compatible with human cognitive architecture (Kirschner, Sweller, & Clark, 2006). This study compared the effects of …

Assessing Learning Strategies With An Educational Video, David James Harrison

STEMPS Theses & Dissertations

Even though educational films and videos have been in used for a century, there remains insufficient research into efficacious learning strategies that can be used alongside them. This study sought to investigate active learning strategies as a method to improve learning from video. This true experimental study, supported and informed by qualitative data, examined three active learning strategies utilized within video-based instruction: Guided Notetaking, Personal Notetaking, and Guided Summaries. Outcome measures included three dimensions of learning (factual, conceptual, and procedural) on an immediate posttest, perceptions of extrinsic cognitive load, likelihood that participants would use the strategies again, how often participants …

Elaboration And Question Strategy Effect On Learning Outcomes And Cognitive Load, Julie Ann Bridges

STEMPS Theses & Dissertations

The purpose of this study was to investigate the effects of instructor-created elaborations, learner-created elaborations and adjunct questions on learning outcomes in an asynchronous learning environment, using pre-recorded video. The study also investigated the effects of instructor-created elaborations, learner-created elaborations, or adjunct questions on perceived cognitive load. The effect of learning strategy on quality of elaboration was also investigated. Results showed no significant difference in learning outcomes or cognitive load or quality of elaboration, but a post-hoc analysis revealed a significant difference in intrinsic cognitive load for students who used generative strategies while having no gain in learning outcomes.

Self-Regulation And Cognitive Load As Mediating Factors For Tailored Interactive Multimedia Instruction, Tammy Ann Bankus

Teaching & Learning Theses & Dissertations

The primary purpose of this dissertation was to explore whether self-regulation or cognitive load have mediating effects on both learning experiences and learning effectiveness in tailored versus non-tailored interactive multimedia instructional (IMI) training. Although, there is a plethora of literature looking at the impact of cognitive load in IMI (Clark, 2008; Mayer, 2005; Mayer, 2008; Mayer, Griffith, Jurkowitz, & Rothman, 2008; Sweller, 2011) or looking at self-regulation (Pintrich, 2000a, 2000b; Schunk, Meece, & Pintrich, 2012; Zimmerman et al., 2000) separately, there is limited literature that looks at self-regulation and cognitive load in tailored IMI instruction, and even less literature examining …

Signaling Instructional Video For Mathematics, Kimberly W. Milner

STEMPS Theses & Dissertations

Video provides an increasingly valuable medium for delivery of instruction in a growing number of content areas. Growth of online instructional applications has been prompted by expansion of the Internet and video streaming technology, adding to the need for design practices that produce more effective and efficient instructional videos. This study examined the use of signaling for multimedia to reduce cognitive overload and increase mental effort when learning mathematical concepts and procedures from instructional video. Signaling addresses the issue of directing the learner's attention by using visual or verbal cues that stress importance and organization (Mayer, 2009). Effectively signaled instructional …

A Makeover For The Captured Lecture: Applying Multimedia Learning Principles To Lecture Video, Richard Alan Lamb

CCE Theses and Dissertations

Making video recordings of large classroom lectures and putting them online is increasingly common in distance and blended learning courses. However, the best way to use lecture video is not well understood. Using long streams of one-way communication is not consistent with best practices in online learning. During lectures, students assume a largely passive role. They think faster than instructors speak, so boredom and daydreaming are common. Yet, when complex or novel ideas are presented, students may have inadequate time to encode, organize, and integrate the input with prior experience. Especially for students with low prior knowledge of the subject …

Designing Instruction For Recovering Alcoholics: The Role Of Executive Function And Levels Of Guidance In Learning From Visually Complex Simulations, Jeffrey Gutkin

Dissertations, Theses, and Capstone Projects

The present study examines the design of visually complex science simulations. Building upon an earlier study by Homer and Plass (2014), the current research determines under which circumstances adult learners, and alcoholics in recovery, would perform better from while learning with different levels of guidance. It was predicted that alcoholic adults in recovery would have impaired Executive Function (EF) as compared to controls selected from the general population and that EF would affect learning. An experiment investigated whether levels of EF predict learning from simulations that offered higher or lower levels of instructional guidance. Participants were 76 adults, half of …

Self-Chem: Student Engagement In Learning Through Flipped Chemistry Lectures., Michael K. Seery

Other resources

This project introduces the idea of “flipped lecturing” to a group of second year students. The aim of flipped lecturing is to provide much of the “content delivery” of lecture in advance, so that the lecture hour can be devoted to more in-depth discussion, problem solving, etc. As well as development of the material, a formal evaluation is being conducted. Fifty-one students from year 2 Chemical Thermodynamics module took part in this study. Students were provided with online lectures in advance of their lectures. Along with each online lecture, students were given a handout to work through as they watched …

The Impact Of Outcome Intentions On Reading And Multitasking Performances, Lin Lin, Adrian Robertson, Jennifer Lee

Journal of Educational Technology Development and Exchange (JETDE)

This study investigated undergraduate students’ reading comprehension between two outcome intentions and three media multitasking conditions. The two outcome intentions were for accuracy and completion. The three multitasking conditions included silence, video background, and video test conditions. One hundred thirty university students participated in the study. Every participant completed two sets of reading, with two different intentions and in two different conditions. Results showed that the participants performed better in reading (a) when they strived for completion than for accuracy, (b) that the addition of an unobtrusive video (video background) did not inhibit the processing of the primary reading task, …

Subgoal-Labeled Instructional Material Improves Performance And Transfer In Learning To Develop Mobile Applications, Lauren Margulieux, Mark Guzdial, Richard Catrambone

Learning Sciences Faculty Publications

Mental models are mental representations of how an action changes a problem state. Creating a mental model early in the learning process is a strong predictor of success in computer science classes. One major problem in computer science education, however, is that novices have difficulty creating mental models perhaps because of the cognitive overload caused by traditional teaching methods. The present study employed subgoal-labeled instructional materials to promote the creation of mental models when teaching novices to program in Android App Inventor. Utilizing this and other well-established educational tools, such as scaffolding, to reduce cognitive load in computer science education …

It Is Not Worth Learning If It Is Not Remembered: Designing E-Learning To Increase Memory, Paula C. Engelbrecht, Tamas Makany, Katie Meadmore, Richard Dudley, Itiel E. Dror

Research Collection Lee Kong Chian School Of Business

The collation, storage and retrieval of information are essential components of successful learning. Whether information is retained depends on a variety of factors, including how the information fits with an individual’s existing knowledge, the way in which information is presented, and its complexity. Some of these factors are under the direct control of the e-learning designers and developers. Investigating these factors and how they impact on memory is important and can enhance the quality of e-learning. Evidence from cognitive neuroscience suggests that information is stored in a semantically meaningful manner. It follows that e-learning technologies, which either mimic how knowledge …