The effects of diagrams and time-compressed instruction on learning and learners’ perceptions of cognitive load

The purpose of this study was to examine the effects of diagrams and time-compressed instruction on learning and learners’ perceptions of cognitive load. The following design factors, visuals (visuals and non-visuals) and time-compressed instruction (0%-normal paced, 25, and 50%) were presented to 216 university students to analyze learning in a multimedia environment. Participants listened to audio instruction of the heart and those in the visuals condition viewed 19 diagrams that corresponded to the verbal instruction. The dependent variables consisted of four achievement tests: drawing, identification, terminology, and comprehension. Review behaviors (back and replay buttons) and learners’ perceptions of cognitive load served as additional dependent variables. The results of this study indicate that listening to normal or moderately compressed (25%) instruction in a multimedia environment supports learning. At these speeds, cognitive load is not increased thus allowing learners to gain a conceptual understanding of the material.

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

[2]  Barry H. Cohen,et al.  Essentials of Statistics for the Social and Behavioral Sciences , 2003 .

[3]  Richard K. Lowe,et al.  External and internal representations in multimedia learning , 2003 .

[4]  John Sweller,et al.  Cognitive load theory and instructional design , 1997 .

[5]  R. Mayer,et al.  When learning is just a click away: Does simple user interaction foster deeper understanding of multimedia messages? , 2001 .

[6]  J. Michael Spector,et al.  Handbook of Research on Educational Communications and Technology, 3rd Edition , 2012 .

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

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

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

[10]  Sharon Stoten,et al.  Using podcasts for nursing education. , 2007, Journal of continuing education in nursing.

[11]  Richard Catrambone,et al.  Designing Instructional Examples to Reduce Intrinsic Cognitive Load: Molar versus Modular Presentation of Solution Procedures , 2004 .

[12]  J. Stevens,et al.  Applied multivariate statistics for the social sciences, 4th ed. , 2002 .

[13]  A. Paivio,et al.  Dual coding theory and education , 1991 .

[14]  John Sweller,et al.  The Cambridge Handbook of Multimedia Learning: The Split-Attention Principle in Multimedia Learning , 2005 .

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

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

[17]  Werner Verhelst,et al.  An overlap-add technique based on waveform similarity (WSOLA) for high quality time-scale modification of speech , 1993, 1993 IEEE International Conference on Acoustics, Speech, and Signal Processing.

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

[19]  J. Sweller,et al.  Cognitive Load Theory and Complex Learning: Recent Developments and Future Directions , 2005 .

[20]  A. Paivio Imagery and verbal processes , 1972 .

[21]  A. Baddeley Human Memory: Theory and Practice, Revised Edition , 1990 .

[22]  D. Leutner,et al.  Direct Measurement of Cognitive Load in Multimedia Learning , 2003 .

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

[24]  F. Paas,et al.  Cognitive Load Theory and Instructional Design: Recent Developments , 2003 .

[25]  Richard E. Mayer,et al.  Multimedia learning in an interactive self-explaining environment: What works in the design of agent , 2003 .

[26]  P. Chandler,et al.  Assimilating complex information , 2002 .

[27]  Howard J. Sullivan,et al.  Audio and Text Density in Computer-Based Instruction , 2000 .

[28]  W. Schnotz,et al.  A Reconsideration of Cognitive Load Theory , 2007 .

[29]  Julie Pallant,et al.  SPSS survival manual : a step by step guide to data analysis using SPSS for Windows , 2001, Behaviour Change.

[30]  B. Tabachnick,et al.  Using multivariate statistics, 5th ed. , 2007 .

[31]  Slava Kalyuga,et al.  Managing split-attention and redundancy in multimedia instruction , 1999 .

[32]  G W Heiman,et al.  Word intelligibility decrements and the comprehension of time-compressed speech , 1986, Perception & psychophysics.

[33]  Anoop Gupta,et al.  Exploring benefits of non-linear time compression , 2001, MULTIMEDIA '01.

[34]  J. Stevens Applied Multivariate Statistics for the Social Sciences , 1986 .

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

[36]  J. Peterson,et al.  The backward elimination of errors in mental maze learning. , 1920 .

[37]  Hugo Quené,et al.  Word-level intelligibility of time-compressed speech: prosodic and segmental factors , 2003, Speech Commun..

[38]  S. Maxwell,et al.  Analyzing and Interpreting Significant MANOVAs , 1982 .

[39]  Francis M. Dwyer,et al.  The instructional effect of coding (color and black and white) on information acquisition and retrieval , 1983 .

[40]  Billie Eilam,et al.  Learning with Multiple Representations: Extending Multimedia Learning beyond the Lab. , 2008 .

[41]  R. Mayer,et al.  Multimedia Learning: The Promise of Multimedia Learning , 2001 .

[42]  Krista E. DeLeeuw,et al.  A Comparison of Three Measures of Cognitive Load: Evidence for Separable Measures of Intrinsic, Extraneous, and Germane Load , 2008 .

[43]  Richard E. Mayer,et al.  Multimedia Learning: INTRODUCTION TO MULTIMEDIA LEARNING , 2009 .

[44]  Chih-Hsiung Tu,et al.  Mobile learning disrupts e-learning and online learning? , 2011 .

[45]  R. Mayer,et al.  Nine Ways to Reduce Cognitive Load in Multimedia Learning , 2003 .

[46]  David B. Orr,et al.  THE EFFECT OF LISTENING AIDS ON THE COMPREHENSION OF TIME-COMPRESSED SPEECH1 , 1967 .

[47]  Alison Ollerenshaw,et al.  Is an Illustration Always Worth Ten Thousand Words? Effects of Prior Knowledge, Learning Style and Multimedia Illustrations on Text Comprehension , 1997 .

[48]  J. Sweller,et al.  The Cambridge Handbook of Multimedia Learning: The Modality Principle in Multimedia Learning , 2005 .

[49]  R. Mayer,et al.  Cognitive constraints on multimedia learning: When presenting more material results in less understanding. , 2001 .

[50]  A. Paivio Dual coding theory: Retrospect and current status. , 1991 .

[51]  A. Paivio,et al.  Concrete image and verbal memory codes , 1969 .

[52]  Robert F. Chen,et al.  Waves and Tsunami Project. , 2007 .

[53]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[54]  D. B. Orr,et al.  Time compressed speech--a perspective. , 1968, The Journal of communication.

[55]  P. Chandler,et al.  Evidence for Cognitive Load Theory , 1991 .

[56]  Richard E. Mayer,et al.  Multimedia Learning , 2001, Visible Learning Guide to Student Achievement.

[57]  Stephen D. Sorden,et al.  A Cognitive Approach to Instructional Design for Multimedia Learning , 2005, Informing Sci. Int. J. an Emerg. Transdiscipl..

[58]  R. Moreno When worked examples don't work: Is cognitive load theory at an Impasse?☆ , 2006 .