Effects of pairs of problems and examples on task performance and different types of cognitive load

被引:316
作者
Leppink, Jimmie [1 ]
Paas, Fred [2 ,3 ]
van Gog, Tamara [2 ]
van der Vleuten, Cees P. M. [1 ]
van Merrienboer, Jeroen J. G. [1 ]
机构
[1] Maastricht Univ, Dept Educ Dev & Res, NL-6200 MD Maastricht, Netherlands
[2] Erasmus Univ, Inst Psychol, Rotterdam, Netherlands
[3] Univ Wollongong, Interdisciplinary Educ Res Inst, Wollongong, NSW 2522, Australia
关键词
Cognitive load; Example-example pairs; Example-problem pairs; Problem-example pairs; Problem-problem pairs; PROBLEM-SOLVING SKILLS; WORKED EXAMPLES; STATISTICS; STRATEGIES;
D O I
10.1016/j.learninstruc.2013.12.001
中图分类号
G40 [教育学];
学科分类号
040101 ; 120403 ;
摘要
In two studies, we investigated whether a recently developed psychometric instrument can differentiate intrinsic, extraneous, and germane cognitive load. Study I revealed a similar three-factor solution for language learning (n = 108) and a statistics lecture (n = 174), and statistics exam scores correlated negatively with the factors assumed to represent intrinsic and extraneous cognitive load during the lecture. In Study II, university freshmen who studied applications of Bayes' theorem in example example (n = 18) or example problem (n = 18) condition demonstrated better posttest performance than their peers who studied the applications in problem example (n = 18) or problem problem (n = 20) condition, and a slightly modified version of the aforementioned psychometric instrument could help researchers to differentiate intrinsic and extraneous cognitive load. The findings provide support for a recent reconceptualization of germane cognitive load as referring to the actual working memory resources devoted to dealing with intrinsic cognitive load. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:32 / 42
页数:11
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