Adolescents ’ Use of Multiple Representations of Information in Self-regulated and Externally-regulated Learning with Hypermedia

This study explored learners’ utilization of multiple representations of information within a hypermedia learning environment during self-regulated and externally-regulated learning episodes. 135 middle school and high school participants were randomly assigned to either a self-regulated learning (SRL) condition, in which the learners attempted to use a hypermedia environment to learn about the circulatory system alone, or an externally-regulated learning (ERL) condition, in which learners attempted the same learning task, with access to a human tutor who facilitated their learning by administering prompts to engage in several adaptive selfregulated learning processes. Results indicate that learners in the ERL condition spent significantly more time constructing their own external representations of information (i.e. taking notes or drawing), and significantly less time reading text only, reading content with text and diagram, and watching the animation included in the hypermedia environment. In addition, correlations between the learning measures and time spent on these different types of representations indicate the learners who spent more time constructing external representations gained more from pretest to posttest, and those who spent more time in the remaining three types of representations gained less.

[1]  R. Azevedo Using Hypermedia as a Metacognitive Tool for Enhancing Student Learning? The Role of Self-Regulated Learning , 2005 .

[2]  B. Zimmerman Attaining self-regulation: A social cognitive perspective. , 2000 .

[3]  M. D’Esposito Working memory. , 2008, Handbook of clinical neurology.

[4]  Roger Azevedo,et al.  The effect of a human agent’s external regulation upon college students’ hypermedia learning , 2007 .

[5]  Kirsten R. Butcher Learning from Text with Diagrams: Promoting Mental Model Development and Inference Generation. , 2006 .

[6]  M. Bannert,et al.  Construction and interference in learning from multiple representation , 2003 .

[7]  Roger Azevedo,et al.  The Dynamic Nature of Self-Regulatory Behavior in Self-Regulated Learning and Externally-Regulated Learning Episodes , 2007, AIED.

[8]  Shaaron Ainsworth,et al.  The functions of multiple representations , 1999, Comput. Educ..

[9]  Roger Azevedo,et al.  Does adaptive scaffolding facilitate students ability to regulate their learning with hypermedia? q , 2004 .

[10]  Philip H. Winne,et al.  Self-regulated learning viewed from models of information processing. , 2001 .

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

[12]  Roger Azevedo,et al.  Self-Regulation of Learning with Multiple Representations in Hypermedia , 2005, AIED.

[13]  R. Azevedo,et al.  The Role of Self-Regulated Learning in Fostering Students' Conceptual Understanding of Complex Systems with Hypermedia , 2004 .

[14]  R. Azevedo,et al.  Does training on self-regulated learning facilitate students' learning with hypermedia? , 2004 .

[15]  Susan R. Goldman,et al.  Learning in complex domains: When and why do multiple representations help? , 2003 .

[16]  Tina Seufert,et al.  Cognitive load and the format of instructional aids for coherence formation , 2006 .

[17]  Tina Seufert Supporting Coherence Formation in Learning from Multiple Representations , 2003 .

[18]  R. Cox Representation construction, externalised cognition and individual differences , 1999 .

[19]  P. V. Meter,et al.  The Promise and Practice of Learner-Generated Drawing: Literature Review and Synthesis , 2005 .

[20]  P. Pintrich The role of goal orientation in self-regulated learning. , 2000 .

[21]  B. Zimmerman,et al.  Self-regulated learning and academic achievement : theoretical perspectives , 2001 .

[22]  Daniel Bodemer,et al.  External and mental referencing of multiple representations , 2006, Comput. Hum. Behav..

[23]  R. Mayer,et al.  A generative theory of textbook design: Using annotated illustrations to foster meaningful learning of science text , 1995 .

[24]  Amy M. Witherspoon,et al.  Self-Regulated Learning with Hypermedia , 2009 .

[25]  Roger Azevedo,et al.  Why Is Externally-Regulated Learning More Effective Than Self-Regulated Learning with Hypermedia? , 2005, AIED.

[26]  Roland Brünken,et al.  The impact of intrinsic cognitive load on the effectiveness of graphical help for coherence formation , 2007, Comput. Hum. Behav..

[27]  Thomas Huk,et al.  Learning cell biology with close-up views or connecting lines: Evidence for the structure mapping effect , 2007, Comput. Hum. Behav..

[28]  Roger Azevedo,et al.  The Dynamics of Self-regulatory Processes within Self-and Externally Regulated Learning Episodes During Complex Science Learning with Hypermedia , 2008, Intelligent Tutoring Systems.

[29]  Roger Azevedo,et al.  Adaptive Human Scaffolding Facilitates Adolescents’ Self-regulated Learning with Hypermedia , 2005 .

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

[31]  M. Chi Constructing Self-Explanations and Scaffolded Explanations in Tutoring , 1996 .

[32]  Joseph P. Magliano,et al.  Collaborative dialogue patterns in naturalistic one-to-one tutoring , 1995 .

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

[34]  R. Mayer,et al.  A Split-Attention Effect in Multimedia Learning: Evidence for Dual Processing Systems in Working Memory , 1998 .

[35]  J. Hedberg The Cambridge handbook of multimedia learning , 2007 .

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