Application of Cognitive Principles in Distributed Computer-based Training


Book Description

"As the U.S. Army continues to develop more powerful and complex digital information systems, it is essential that both training needs and training opportunities are addressed to meet mission objectives. One way to address the training challenges of emerging digital systems is through the use of computer-based instruction (CBI), particularly because of the flexibility it offers in the way training can be delivered (e.g., embedded, distance learning, Internet). Another way is to improve learning by applying principles of cognitive psychology to the training design. This paper describes a research and development effort that incorporated a limited set of cognitive learning principles and techniques in the design of CBI for individual digital operator skills. To demonstrate the design features, four prototype training modules were developed for the Force XXI Battle Command Brigade and Below (FBCB2), the Army's vehicle-mounted digital system for distributing information to provide situational awareness. This paper describes how the selected instructional techniques and cognitive principles were used in distributed computer-based training. Pictures of screen layouts illustrate how the principles and techniques were instantiated in operator training for a digital system. Finally, this report provides a discussion of the lessons learned and issues for future research and development."--DTIC.




Application of Cognitive Principles in Distributed Computer-based Training


Book Description

"As the U.S. Army continues to develop more powerful and complex digital information systems, it is essential that both training needs and training opportunities are addressed to meet mission objectives. One way to address the training challenges of emerging digital systems is through the use of computer-based instruction (CBI), particularly because of the flexibility it offers in the way training can be delivered (e.g., embedded, distance learning, Internet). Another way is to improve learning by applying principles of cognitive psychology to the training design. This paper describes a research and development effort that incorporated a limited set of cognitive learning principles and techniques in the design of CBI for individual digital operator skills. To demonstrate the design features, four prototype training modules were developed for the Force XXI Battle Command Brigade and Below (FBCB2), the Army's vehicle-mounted digital system for distributing information to provide situational awareness. This paper describes how the selected instructional techniques and cognitive principles were used in distributed computer-based training. Pictures of screen layouts illustrate how the principles and techniques were instantiated in operator training for a digital system. Finally, this report provides a discussion of the lessons learned and issues for future research and development."--DTIC.




Research Report


Book Description




Technical Report


Book Description




Cognitive Psychology Principles for Digital Systems Training


Book Description

"As the Army transitions to modern digital technology it faces a major challenge in designing computer-implemented training to support the acquisition, retention, and transfer of skills required to operate these systems. This report describes principles of cognitive psychology and related training techniques that can be incorporated into the design of computer-implemented training. While modern computers and the Internet offer technically advanced capabilities, the training potential of these systems comes from their ability to vary instructional methods and media systematically according to the cognitive demands of the tasks to be trained. The research described in this report builds on previous ARI skill retention research accomplished with the Army's Inter- Vehicular Information System (IVIS), where it was noted that a number of cognitive psychology principles might be applied to modify training to enhance skill retention. The products of this research are a set of cognitive psychology principles and related training techniques summarized in tabular form, and an outline for a training program structure. Examples of prototype training materials demonstrating the implementation of the cognitive training techniques are provided."--Stinet.







Computer-Supported Collaborative Learning: Best Practices and Principles for Instructors


Book Description

Decades of research have shown that student collaboration in groups doesn't just happen; rather it needs to be a deliberate process facilitated by the instructor. Promoting collaboration in virtual learning environments presents a variety of challenges. Computer-Supported Collaborative Learning: Best Practices & Principles for Instructors answers the demand for a thorough resource on techniques to facilitate effective collaborative learning in virtual environments. This book provides must-have information on the role of the instructor in computer-supported collaborative learning, real-world perspectives on virtual learning group collaboration, and supporting learning group motivation.




Working Memory and Exploration in Training the Knowledge and Skills Required by Digital Systems


Book Description

"Variations in computer-based training (CBT) procedures were compared in training the skills and knowledge required of a prototype map interface for the Land Warrior system. Soldiers from four Infantry courses participated, representing the chain of command within an Infantry platoon, from platoon leader to rifleman. Soldiers were first trained on codes that uniquely identified individuals and units on the map. Then soldiers learned how to use map functions such as pan, zoom, determine range, and find individuals and units. Lessons that contained a large volume of information before soldiers could apply that information and commit it to memory resulted in low scores on both the code and map exercises. Breaking: up the content into smaller chunks of information tended to be more effective. Although soldiers who learned the map on their own via an exploratory condition had the lowest map performance, exploratory learning may have potential as these soldiers spent relatively little time 'exploring'. The results demonstrate the importance of adapting to individual differences in the learning rate of soldiers. They also provide insights regarding how to design effective and efficient CBT for digital systems."--DTIC.







Web-based Collaborative Learning


Book Description

Students linked into a learning environment over the Internet may learn topics better by collaborating to create questions and answers. In research reported here, students used a learning aid for collaborative question generation called Army TEAMThink, a commercial program modified for Army use under a TRADOC Delivery Order contract Research was done at three US Army schools to assess the quality or doctrinal correctness of questions and answers generated by students and to measure any learning benefit. Students first completed a tutorial on how to write effective multiple-choice questions. Next, students wrote questions and reviewed questions written by other students. Based on the feedback from the reviews, authors were allowed to modify their own questions. Finally, students took a test of the questions that had been developed by students using the learning aid. Army subject matter experts judged that most of the questions developed were considered acceptable and could be repurposed for use in course exams. A majority of the question feedback was constructive, indicating that the collaborative process was helpful. Students who went through the process scored higher on a test of novel questions than those who did not use Army TEAMThink. They also scored higher than students who went through the process on a different topic from the test topic, demonstrating a moderate learning effect. The general finding of this research about a collaborative question-generation approach is that instructors can accumulate quality multiple-choice questions and monitor student comprehension, and students have an additional opportunity for better learning.