Cognitive Load Factors in Instructional Design for Advanced Learners


Book Description

The empirical evidence described in this book indicates that instructional designs and procedures that are cognitively optimal for less knowledgeable learners may not be optimal for more advanced learners. Instructional designers or instructors need to evaluate accurately the learner levels of expertise to design or select optimal instructional procedures and formats. Frequently, learners need to be assessed in real time during an instructional session in order to adjust the design of further instruction appropriately. Traditional testing procedures may not be suitable for this purpose. The following chapters describe a cognitive load approach to the development of rapid schema-based tests of learner expertise. The proposed methods of cognitive diagnosis will be based on contemporary knowledge of human cognitive architecture and will be further used as means of optimising cognitive load in learner-tailored computer-based learning environments.




Instructional Guidance


Book Description

The book explores a cognitive load perspective on instructional guidance. Cognitive load theory is focused on instructional design implications and prescriptions that flow from human cognitive architecture, and it has become one of the leading theories of instructional design. According to this theoretical perspective, the purpose of instructional guidance is to reduce learner potential cognitive overload by providing appropriate information in the right time and in a suitable format. As the learner’s level of prior knowledge is considered as the main factor influencing this decision, the effect of learner prior knowledge on effectiveness of instructional methods (the expertise reversal effect in cognitive load theory) provides the basic framework for the book. The fully-guided direct instruction and minimally-guided inquiry (discovery or exploratory) learning are often discussed in instructional psychology literature as examples of approaches with opposed degrees of guidance provided to the learners. This book considers the whole range of the levels of guidance (including intermediate levels) and approaches the problem of balancing learner guidance from a cognitive load perspective. The significance of this approach is in applying our current knowledge of human cognitive architecture to develop an integrated instructional approach bringing together the best features and advantages of direct instruction and inquiry learning. Both direct instruction and inquiry learning approaches have been around for long time, and their proponents can produce evidence of their effectiveness. This evidence needs to be treated within the context of appropriate learning goals in specific instructional settings for specific types of learners. This book provides an unbiased theoretical framework for managing learner instructional guidance and working principles for selecting appropriate levels and methods of instructional guidance (e.g., sequences of exploratory problems and explicit instruction; forms and levels of embedded guidance; and adapting methodologies) optimal for learners at different levels of prior knowledge.




Handbook of Research on Managing and Designing Online Courses in Synchronous and Asynchronous Environments


Book Description

"This book presents contributed chapters for professionals who want to improve their understanding of online learning and develop their skills in designing and managing online courses offering different aspects of a successful distance education system and can be a guide for the institutions and the instructors offering distance education courses"--




Advances in Cognitive Load Theory


Book Description

Cognitive load theory uses our knowledge of how people learn, think and solve problems to design instruction. In turn, instructional design is the central activity of classroom teachers, of curriculum designers, and of publishers of textbooks and educational materials, including digital information. Characteristically, the theory is used to generate hypotheses that are tested using randomized controlled trials. Cognitive load theory rests on a base of hundreds of randomized controlled trials testing many thousands of primary and secondary school children as well as adults. That research has been conducted by many research groups from around the world and has resulted in a wide range of novel instructional procedures that have been tested for effectiveness. Advances in Cognitive Load Theory, in describing current research, continues in this tradition. Exploring a wide range of instructional issues dealt with by the theory, it covers all general curriculum areas critical to educational and training institutions and outlines recent extensions to other psycho-educational constructs including motivation and engagement. With contributions from the leading figures from around the world, this book provides a one-stop-shop for the latest in cognitive load theory research and guidelines for how the findings can be applied in practice.




Managing Cognitive Load in Adaptive Multimedia Learning


Book Description

"Provides theory and research-based recommendations on information presentation techniques for multimedia and e-learning environments. Focuses on extensively researched principles and methodologies, offering comprehensive research and practical implications while providing concrete examples on adaptive multimedia learning."--Publisher description.




Efficiency in Learning


Book Description

Efficiency in Learning offers a road map of the most effective ways to use the three fundamental communication of training: visuals, written text, and audio. Regardless of how you are delivering your training materials—in the classroom, in print, by synchronous or asynchronous media—the book’s methods are easily applied to your lesson presentations, handouts, reference guides, or e-learning screens. Designed to be a down-to-earth resource for all instructional professionals, Efficiency in Learning’s guidelines are clearly illustrated with real-world examples.




Instructing and Testing Advanced Learners


Book Description

When we learn new and complex materials, our cognitive processing capabilities are usually severely reduced due to limited working memory capacity. Learner expertise in a specific domain decreases those limitations by enabling the use of the expert's organised knowledge base. In many instructional situations, however, expertise may also trigger additional cognitive load because of the processing of redundant information. Recently, strong evidence has emerged that instructional techniques, which are highly effective with novice learners, can lose their effectiveness and even have negative consequences when used with advanced learners. As learners become more knowledgeable in a domain, instructional techniques and procedures often need to change radically in order to remain efficient. To tailor instruction to levels of learner knowledge in computer-based learning environments, it is critical to have a simple and rapid measure of learner expertise suitable for real-time testing. research-based recommendations on instructional techniques and diagnostic assessment methods that are suitable for advanced learners in multimedia learning environments.




Human Performance


Book Description

New Program EASA 2021 : This volume is part of the ATPL(A) series of text books which is published in partnership by ENAC and Institut MERMOZ, in cooperation with AIRBUS. These books are fully compliant with ATPL(A).




Learning and Instruction


Book Description

How do people learn? How can instruction promote learning? Learning and Instruction, second edition, thoroughly and succinctly answers these two fundamental educational psychology questions. The author focuses on the big ideas, preferring that students understand a few exemplary ideas deeply, rather than numerous ideas superficially. The book is research-based and painstakingly shows how specific instructional implications follow from research and theory. Coverage is organized around the two sides of the educational coin, learning in subject areas and instructional methods, that foster meaningful learning. The text uses clear definitions, concrete examples, active learning tasks and a conversational writing style that easily engages readers by addressing them directly.