Tracing elementary school students' study tactic use in gStudy by examining a strategic and self-regulated learning

This study investigated, with the help of log file traces (f=172), how 20 elementary school students used study tactics when studying science within the gStudy learning environment and examined how tactic use contributed to the students' achievement. The analysis of this study is divided into two parts. First, at the situational level, the focus is on capturing the tactics that were used in different gStudy sessions, classifying the gStudy sessions based on the tactic use, and illustrating the patterned use of tactics during these sessions. Second, at the individual level, the focus is on examining individual students' typical methods of using tactics, which helps to illustrate how tactic use contributes to the students' achievement. The gStudy sessions were classified into three categories on the basis of tactic use: rare, moderate, and frequent. Findings indicate that frequent tactic use did not contribute to deep learning. Moderate tactic use was fairly effective for learning, but rare tactic use contributed to deep learning. The results did not show that the use of many study tactics improves learning; rather, they suggest that the distinguishing feature in strategic learning is not the tactic use itself but the way the tactic is performed.

[1]  Scott G. Paris,et al.  Constructing theories, identities, and actions of self-regulated learners. , 2001 .

[2]  K. Lonka,et al.  Review and Process Effects of Spontaneous Note-Taking on Text Comprehension. , 1999, Contemporary educational psychology.

[3]  Matthew T. McCrudden,et al.  Exploring Differences in Students' Copy-and-Paste Decision Making and Processing: A Mixed-Methods Study , 2005 .

[4]  K. Lonka,et al.  Spontaneous concept maps aiding the understanding of scientific concepts , 1999 .

[5]  Philip H. Winne,et al.  A METACOGNITIVE VIEW OF INDIVIDUAL DIFFERENCES IN SELF-REGULATED LEARNING , 1996 .

[6]  Richard E. Mayer,et al.  The Teaching of Learning Strategies. , 1983 .

[7]  T. S. Hilbert,et al.  Concept mapping as a follow-up strategy to learning from texts: what characterizes good and poor mappers? , 2008 .

[8]  P. Pintrich A Conceptual Framework for Assessing Motivation and Self-Regulated Learning in College Students , 2004 .

[9]  Shelley Thompson,et al.  Cross-Case Study of Self-Regulated Learning as a Series of Events , 2004 .

[10]  M. Wittrock Handbook of research on teaching , 1986 .

[11]  Allyson F. Hadwin,et al.  Study Strategies Have Meager Support: A Review with Recommendations for Implementation , 1996 .

[12]  Robert Zheng,et al.  Cognitive Effects of Multimedia Learning , 2008 .

[13]  Vive Kumar,et al.  Supporting Self-Regulated Learning with gStudy Software: The Learning Kit Project ** , 2006 .

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

[15]  P. Alexander,et al.  A Perspective on Strategy Research: Progress and Prospects , 1998 .

[16]  C. Wolters,et al.  Regulation of Motivation: Evaluating an Underemphasized Aspect of Self-Regulated Learning , 2003 .

[17]  Dianne Jamieson-Noel,et al.  Case Studies on Learners and Instructors in an E-Learning Ecosystems , 2007 .

[18]  Philip H. Winne,et al.  How Software Technologies Can Improve Research on Learning and Bolster School Reform , 2006 .

[19]  Peggy A. Ertmer,et al.  The expert learner: Strategic, self-regulated, and reflective , 1996 .

[20]  C. Weinstein Assessment and Training of Student Learning Strategies , 1988 .

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

[22]  Barbara L. Grabowski,et al.  Does concept-mapping strategy work for everyone? The levels of generativity and learners' self-regulated learning skills , 2009, Br. J. Educ. Technol..

[23]  Teresa Garcia,et al.  Regulating motivation and cognition in the classroom: The role of self-schemas and self-regulatory strategies. , 1994 .

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

[25]  Paul R. Pintrich,et al.  Multiple goals, multiple contexts: The dynamic interplay between personal goals and contextual goal stresses. , 2001 .

[26]  R. Newman,et al.  Development Aspects of Self-Regulated Learning , 1990 .

[27]  Marit S. Samuelstuen,et al.  Measuring strategic processing: comparing task-specific self-reports to traces , 2007 .

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

[29]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[30]  Sanna Järvelä,et al.  Motivation in Real-Life, Dynamic, and Interactive Learning Environments: Stretching Constructs and Methodologies , 2004 .

[31]  Stephen L. Benton,et al.  Effects of Note-Taking Format and Study Technique on Recall and Relational Performance , 1995 .

[32]  M. Boekaerts,et al.  Self-Regulation in the Classroom: A Perspective on Assessment and Intervention , 2005 .

[33]  Barry J. Zimmerman,et al.  Becoming a Self-Regulated Writer: A Social Cognitive Perspective , 1997 .

[34]  Pierre Dillenbourg,et al.  The Evolution of Research on Computer-Supported Collaborative Learning , 2009 .

[35]  R. Schmeck,et al.  Learning strategies and learning styles , 1988 .

[36]  B. Zimmerman,et al.  Motivation and Self-Regulated Learning: Theory, Research, and Applications , 2009 .

[37]  Nancy E. Perry,et al.  Creating classroom contexts that support young children's development of self-regulated learning , 2000 .

[38]  C. Weinstein,et al.  Self-Regulation Interventions with a Focus on Learning Strategies , 2000 .

[39]  John R. Kirby,et al.  Style, Strategy, and Skill in Reading , 1988 .

[40]  Ton de Jong,et al.  Technology-Enhanced Learning: Principles and Products , 2009 .

[41]  Philip H. Winne,et al.  Examining trace data to explore self-regulated learning , 2007 .

[42]  Roger Azevedo,et al.  Advances in scaffolding learning with hypertext and hypermedia: theoretical, empirical, and design issues , 2008 .

[43]  Mingming Zhou,et al.  Designing Multimedia to Trace Goal Setting in Studying , 2009 .

[44]  Allyson Hadwin,et al.  Measurement and assessment in computer-supported collaborative learning , 2010, Comput. Hum. Behav..

[45]  S. Järvelä,et al.  Motivation in Learning Contexts: Theoretical Advances and Methodological Implications , 2001 .

[46]  S. Puntambekar,et al.  Tools for Scaffolding Students in a Complex Learning Environment: What Have We Gained and What Have We Missed? , 2005 .

[47]  Bruce D. Burns,et al.  4 Motivation and self-regulated learning , 2000 .

[48]  B. Zimmerman,et al.  Self-regulation of learning and performance: Issues and educational applications. , 1994 .

[49]  Sadhana Puntambekar,et al.  Designing Navigation Support in Hypertext Systems Based on Navigation Patterns , 2005 .

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

[51]  B. Zimmerman Academic studing and the development of personal skill: A self-regulatory perspective , 1998 .

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

[53]  Yiping Lou,et al.  Web-Based Learning , 2004 .

[54]  B. Zimmerman,et al.  Self-regulated learning and academic achievement: Theory, research, and practice. , 1989 .

[55]  John C. Nesbit,et al.  Advancing log analysis of student interactions with cognitive tools , 2007 .

[56]  Sanjaya Mishra,et al.  Cases on Global E-learning Practices: Successes and Pitfalls , 2006 .

[57]  Sanna Järvelä,et al.  Student' Strategic Actions in Computer-Supported Collaborative Learning , 2003 .

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

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