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ERIC Number: EJ1023099
Record Type: Journal
Publication Date: 2013
Pages: 19
Abstractor: As Provided
Reference Count: 33
ISBN: N/A
ISSN: ISSN-0899-3408
Mindstorms Robots and the Application of Cognitive Load Theory in Introductory Programming
Mason, Raina; Cooper, Graham
Computer Science Education, v23 n4 p296-314 2013
This paper reports on a series of introductory programming workshops, initially targeting female high school students, which utilised Lego Mindstorms robots. Cognitive load theory (CLT) was applied to the instructional design of the workshops, and a controlled experiment was also conducted investigating aspects of the interface. Results indicated that a truncated interface led to better learning by novice programmers as measured by test performance by participants, as well as enhanced shifts in self-efficacy and lowered perception of difficulty. There was also a transfer effect to another programming environment (Alice). It is argued that the results indicate that for novice programmers, the mere presence on-screen of additional (redundant) entities acts as a form of tacit distraction, thus impeding learning. The utility of CLT to analyse, design and deliver aspects of computer programming environments and instructional materials is discussed.
Routledge. Available from: Taylor & Francis, Ltd. 325 Chestnut Street Suite 800, Philadelphia, PA 19106. Tel: 800-354-1420; Fax: 215-625-2940; Web site: http://www.tandf.co.uk/journals
Publication Type: Journal Articles; Reports - Research
Education Level: High Schools
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers: Australia; Wilcoxon Matched Pairs Signed Ranks Test; Mann Whitney U Test