Managing split-attention and redundancy in multimedia instruction

Two experiments investigated alternatives to split-attention instructional designs. It was assumed that because a learner has a limited working memory capacity, any increase in cognitive resources required to process split-attention materials decreases resources available for learning. Using computer-based instructional material consisting of diagrams and text, Experiment 1 attempted to ameliorate split-attention effects by increasing effective working memory size by presenting the text in auditory form. Auditory presentation of text proved superior to visual-only presentation but not when the text was presented in both auditory and visual forms. In that case, the visual form was redundant and imposed a cognitive load that interfered with learning. Experiment 2 ameliorated split-attention effects by using colour coding to reduce cognitive load inducing search for diagrammatic referents in the text. Mental load rating scales provided evidence in both experiments that alternatives to split-attention instructional designs were effective due to reductions in cognitive load. Copyright © 1999 John Wiley & Sons, Ltd.

[1]  P. Chandler,et al.  Cognitive Load While Learning to Use a Computer Program , 1996 .

[2]  J. Sweller COGNITIVE LOAD THEORY, LEARNING DIFFICULTY, AND INSTRUCTIONAL DESIGN , 1994 .

[3]  Arthur C. Graesser,et al.  Reasoning Processes: Preface , 1996 .

[4]  F. Paas,et al.  Variability of Worked Examples and Transfer of Geometrical Problem-Solving Skills: A Cognitive-Load Approach , 1994 .

[5]  R. Mayer,et al.  For whom is a picture worth a thousand words? Extensions of a dual-coding theory of multimedia learning. , 1994 .

[6]  P. Chandler,et al.  The Role of Visual Indicators in Dual Sensory Mode Instruction , 1997 .

[7]  Joan K. Gallini,et al.  When Is an Illustration Worth Ten Thousand Words , 1990 .

[8]  G. A. Miller THE PSYCHOLOGICAL REVIEW THE MAGICAL NUMBER SEVEN, PLUS OR MINUS TWO: SOME LIMITS ON OUR CAPACITY FOR PROCESSING INFORMATION 1 , 1956 .

[9]  Paul Chandler,et al.  Levels of Expertise and Instructional Design , 1998, Hum. Factors.

[10]  Mark C. Detweiler,et al.  A Connectionist/Control Architecture for Working Memory , 1988 .

[11]  R. Mayer,et al.  Animations need narrations : an experimental test of a dual-coding hypothesis , 1991 .

[12]  Michelene T. H. Chi,et al.  Expertise in Problem Solving. , 1981 .

[13]  P. Chandler,et al.  Cognitive load as a factor in the structuring of technical material. , 1990 .

[14]  C. Penney Modality effects and the structure of short-term verbal memory , 1989, Memory & cognition.

[15]  Fred G. W. C. Paas,et al.  The Efficiency of Instructional Conditions: An Approach to Combine Mental Effort and Performance Measures , 1992 .

[16]  R. A. Tarmizi,et al.  Guidance during Mathematical Problem Solving. , 1988 .

[17]  Herbert A. Simon,et al.  Models of Competence in Solving Physics Problems , 1980, Cogn. Sci..

[18]  P. Chandler,et al.  Why Some Material Is Difficult to Learn , 1994 .

[19]  Sharon K Tindall-Ford,et al.  When two sensory modes are better than one , 1997 .

[20]  Aaron Marcus,et al.  Graphic design for electronic documents and user interfaces , 1992, ACM Press tutorial series.

[21]  R. Mayer,et al.  The instructive animation: helping students build connections between words and pictures in multimedia learning , 1992 .

[22]  J. Sweller,et al.  Cognitive load effects in a primary-school geometry task , 1993 .

[23]  J. Sweller,et al.  Reducing cognitive load by mixing auditory and visual presentation modes , 1995 .

[24]  P. Chandler,et al.  Cognitive Load Theory and the Format of Instruction , 1991 .

[25]  J. Schooler,et al.  Verbal overshadowing of visual memories: Some things are better left unsaid , 1990, Cognitive Psychology.

[26]  R. Mayer,et al.  Multimedia learning: Are we asking the right questions? , 1997 .

[27]  F. Paas,et al.  Cognitive Architecture and Instructional Design , 1998 .

[28]  R. Mayer Systematic Thinking Fostered by Illustrations in Scientific Text , 1989 .