Subgoals, Context, and Worked Examples in Learning Computing Problem Solving

作者: Briana B. Morrison , Lauren E. Margulieux , Mark Guzdial

DOI: 10.1145/2787622.2787733

关键词:

摘要: Recent empirical results suggest that the instructional material used to teach computing may actually overload students' cognitive abilities. Better designed materials enhance learning by reducing unnecessary load. Subgoal labels have been shown be effective at load during problem solving in both mathematics and science. Until now, subgoal given students learn passively. We report on a study determine if giving learners is more or less than asking generate within an introductory CS programming task. The answers are mixed depend other features of materials. found student performance gains did not replicate as expected task for those who were labels. Computer science require different kinds problem-solving demands

参考文章(29)
Cognitive load theory Cambridge University Press. ,(2010) , 10.1017/CBO9780511844744
Ingrid A. E. Spanjers, Tamara Gog, Jeroen J. G. Merriënboer, Segmentation of Worked Examples: Effects on Cognitive Load and Learning Applied Cognitive Psychology. ,vol. 26, pp. 352- 358 ,(2012) , 10.1002/ACP.1832
John D. Bransford, Rodney R. Cocking, Ann L. Brown, How people learn: Brain, mind, experience, and school. National Academy Press. ,(1999)
Robert K. Atkinson, Richard Catrambone, Mary Margaret Merrill, Aiding Transfer in Statistics: Examining the Use of Conceptually Oriented Equations and Elaborations During Subgoal Learning. Journal of Educational Psychology. ,vol. 95, pp. 762- 773 ,(2003) , 10.1037/0022-0663.95.4.762
Jimmie Leppink, Fred Paas, Cees P. M. Van der Vleuten, Tamara Van Gog, Jeroen J. G. Van Merriënboer, Development of an instrument for measuring different types of cognitive load Behavior Research Methods. ,vol. 45, pp. 1058- 1072 ,(2013) , 10.3758/S13428-013-0334-1
Richard Catrambone, The subgoal learning model: Creating better examples so that students can solve novel problems. Journal of Experimental Psychology: General. ,vol. 127, pp. 355- 376 ,(1998) , 10.1037/0096-3445.127.4.355
Alexander Renkl, Robert K. Atkinson, Learning From Examples: Fostering Self-Explanations in Computer-Based Learning Environments Interactive Learning Environments. ,vol. 10, pp. 105- 119 ,(2002) , 10.1076/ILEE.10.2.105.7441
Richard Catrambone, Aiding subgoal learning: Effects on transfer. Journal of Educational Psychology. ,vol. 87, pp. 5- 17 ,(1995) , 10.1037/0022-0663.87.1.5