Does adaptive scaffolding facilitate students ability to regulate their learning with hypermedia? q

Is adaptive scaffolding effective in facilitating students ability to regulate their learning of complex science topics with hypermedia? We examined the role of different scaffolding instructional interventions in facilitating students shift to more sophisticated mental models as indicated by both performance and process data. Undergraduate students ðN ¼ 51Þ were randomly assigned to one of three scaffolding conditions (adaptive scaffolding [AS], fixed scaffolding [FS], and no scaffolding [NS]) and were trained to use a hypermedia environment to learn about the circulatory system. Pretest, posttest, and verbal protocol data were collected. Findings revealed that the AS condition facilitated the shift in learners mental models significantly more than did the other comparison conditions. Participants in the AS condition regulated their learning by activating prior knowledge, monitoring their emerging understanding by using several strategies, and engaging in adaptive help-seeking. Learners in the FS and NS conditions were less effective at regulating their learning and exhibited great variability in self-regulation of their learning during the knowledge construction activity. We discuss how the findings can be used to inform the design of MetaCogni

[1]  Takashi Yamauchi,et al.  Learning from human tutoring , 2001, Cogn. Sci..

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

[3]  Thomas Brush,et al.  Scaffolding critical reasoning about history and social issues in multimedia-supported learning environments , 2002 .

[4]  Susanne P. Lajoie,et al.  No more walls : theory change, paradigm shifts, and their influence on the use of computers for instructional purposes , 2000 .

[5]  Philip H. Winne,et al.  Studying as self-regulated learning. , 1998 .

[6]  Shu Ching Yang Divulging intertextual processes in the problem-solving of hypermedia , 1999 .

[7]  Amy M. Shapiro,et al.  The effect of interactive overviews on the development of conceptual structure in novices learning from hypermedia , 2000 .

[8]  Philip H. Winne,et al.  Measuring Self-Regulated Learning , 2000 .

[9]  Harm J. A. Biemans,et al.  Computer-Assisted Instruction and Conceptual Change , 1995 .

[10]  Bracha Kramarski,et al.  Using computer algebra systems in mathematical classrooms , 2003, J. Comput. Assist. Learn..

[11]  D. C. Merrill,et al.  Tutoring: Guided Learning by Doing , 1995 .

[12]  Susanne P. Lajoie,et al.  Constructing knowledge in the context of BioWorld , 2001 .

[13]  Susan M. Land,et al.  Project-based learning with the world wide web: A qualitative study of resource integration , 2000 .

[14]  Brian J. Reiser,et al.  Why scaffolding should sometimes make tasks more difficult for learners , 2002, CSCL.

[15]  Robert Kozma,et al.  Innovations in Science and Mathematics Education: Advanced Designs for Technologies of Learning. , 2000 .

[16]  Peter Brusilovsky,et al.  Adaptive Hypermedia , 2001, User Modeling and User-Adapted Interaction.

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

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

[19]  Susan M. Land,et al.  Student-Centered Learning and Interactive Multimedia: Status, Issues, and Implications , 1997 .

[20]  Thomas Fox McManus,et al.  Individualizing instruction in a web-based hypermedia learning environment: nonlinearity, advance organizers, and self-regulated learners , 2000 .

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

[22]  Roger Azevedo,et al.  Beyond intelligent tutoring systems: Using computers as METAcognitive tools to enhance learning? , 2002 .

[23]  Kenneth R. Koedinger,et al.  Cognitive tutors as modeling tools and instructional models , 2001 .

[24]  Barbara Y. White,et al.  Facilitating Students’ Inquiry Learning and Metacognitive Development Through Modifiable Software Advisers , 2000 .

[25]  Michael J. Jacobson,et al.  The Design of Hypermedia Tools for Learning: Fostering Conceptual Change and Transfer of Complex Scientific Knowledge , 2000 .

[26]  Susan M. Land,et al.  The foundations and assumptions of technology-enhanced student-centered learning environments , 1997 .

[27]  Roger Azevedo,et al.  The Cognitive Basis for the Design of a Mammography Interpretation Tutor 1 , 1998 .

[28]  Yao-Ting Sung,et al.  Learning through computer‐based concept mapping with scaffolding aid , 2001 .

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

[30]  Susan M. Land,et al.  A Qualitative Analysis of Scaffolding Use in a Resource-Based Learning Environment Involving the World Wide Web , 2000 .

[31]  Tai Yu Lin,et al.  Smart Machines in Education , 2002, J. Educ. Technol. Soc..

[32]  Susanne P. Lajoie,et al.  Cognitive Tools for Assessment and Learning in a High Information Flow Environment , 1998 .

[33]  M. Hannafin,et al.  Cognitive strategies and learning from the world wide web , 1997 .

[34]  P. Pintrich,et al.  Handbook of self-regulation , 2000 .

[35]  Susan M. Land Cognitive requirements for learning with open-ended learning environments , 2000 .

[36]  Paul R. Pintrich,et al.  New directions in measures and methods , 2001 .

[37]  Douglas J. Hacker,et al.  Metacognition in educational theory and practice. , 1998 .

[38]  Arthur C. Graesser,et al.  SMART Environments That Support Monitoring, Reflection, and Revision , 1998 .

[39]  Michael Pressley,et al.  Scaffolding student learning: Instructional approaches and issues. , 1997 .

[40]  W. Brewer,et al.  Mental models of the earth: A study of conceptual change in childhood , 1992, Cognitive Psychology.

[41]  Thomas Brush,et al.  The Use of Embedded Scaffolds with Hypermedia-Supported Student-Centered Learning , 2001 .

[42]  M. Chi,et al.  Eliciting Self‐Explanations Improves Understanding , 1994 .

[43]  B. Zimmerman Theories of Self-Regulated Learning and Academic Achievement: An Overview and Analysis , 2001 .

[44]  Anthi Archodidou,et al.  Evolution, hypermedia learning environments, and conceptual change: a preliminary report , 1996 .

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