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Kolfschoten, Gwendolyn; Lukosch, Stephan; Verbraeck, Alexander; Valentin, Edwin; de Vreede, Gert-Jan – Computers & Education, 2010
Nowadays we need to teach students how to become flexible problem solvers in a dynamic world. The pace in which technology changes and complexity increases requires increased efficiency in learning and understanding. This requires the engineers of tomorrow to quickly gain knowledge and insight outside their prime area of expertise. To transfer…
Descriptors: Instructional Design, Problem Solving, Learning Processes, Efficiency
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Lee, Mark J. W.; Pradhan, Sunam; Dalgarno, Barney – Journal of Information Technology Education, 2008
Modern information technology and computer science curricula employ a variety of graphical tools and development environments to facilitate student learning of introductory programming concepts and techniques. While the provision of interactive features and the use of visualization can enhance students' understanding and assist them in grasping…
Descriptors: Cognitive Processes, Computer Software Evaluation, Hypothesis Testing, Visualization
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Yuen, Timothy; Liu, Min – Journal of Interactive Learning Research, 2011
This paper presents a cognitive model of how interactive multimedia authoring (IMA) affect novices' cognition in object-oriented programming. This model was generated through an empirical study of first year computer science students at the university level being engaged in interactive multimedia authoring of a role-playing game. Clinical…
Descriptors: Feedback (Response), Programming, Cognitive Processes, Task Analysis
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Oliver, Dave; Dobele, Tony – Journal of Information Technology Education, 2007
This paper explores the cognitive difficulty of assessment tasks in six first year computing courses within an Information Technology (IT) degree. This issue is pertinent to Information Technology education for two reasons. Degree level education in any field of study is expected to develop higher order thinking skills. Bloom's taxonomy is a…
Descriptors: Information Technology, Classification, Programming, Cognitive Processes
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Hsu, Pi-Shan; Chang, Te-Jeng; Wu, Ming-Hsiung – International Journal of Distance Education Technologies, 2009
The level of learners' expertise has been used as a metric and diagnostic mechanism of instruction. This metric influences mental effort directly according to the applications of cognitive load theory. Cognitive efficiency, an optimal measurement technique of expertise, was developed by Kalyuga and Sweller to replace instructional efficiency in…
Descriptors: Electronic Learning, Measurement Techniques, Expertise, Cognitive Processes
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Garner, Stuart – Journal of Information Technology Education, 2009
This paper reports on the findings from a quantitative research study into the use of a software tool that was built to support a part-complete solution method (PCSM) for the learning of computer programming. The use of part-complete solutions to programming problems is one of the methods that can be used to reduce the cognitive load that students…
Descriptors: Control Groups, Academic Achievement, Computer Software, Statistical Analysis
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Denner, Jill; Werner, Linda – Journal of Educational Computing Research, 2007
Many believe that girls lack the confidence and motivation to persist with computers when they face a challenge. In order to increase the number of girls and women in information technology careers, we need a better understanding of how they think about and solve problems while working on the computer. In this article, we describe a qualitative…
Descriptors: Computers, Programming, Females, Summer Programs
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Lee, Mi Ok C.; Thompson, Ann – Journal of Educational Computing Research, 1997
Examines whether an approach to teaching Logo programming that directly guides college students in use of cognitive monitoring skills and the transfer of those skills leads to increased cognitive monitoring and problem-solving skills. Demonstrates that guided instruction led to increased comprehension monitoring and contributed to the development…
Descriptors: Authoring Aids (Programming), Cognitive Processes, College Students, Comprehension
International Association for Development of the Information Society, 2012
The IADIS CELDA 2012 Conference intention was to address the main issues concerned with evolving learning processes and supporting pedagogies and applications in the digital age. There had been advances in both cognitive psychology and computing that have affected the educational arena. The convergence of these two disciplines is increasing at a…
Descriptors: Academic Achievement, Academic Persistence, Academic Support Services, Access to Computers