The Influence of Cognitive Load on Learning from Hypertext

Advances in technology have enabled the development of hypertext-based instructional materials. These computerized information presentation systems are becoming increasingly popular as schools and businesses develop the technology infrastructure to support their use; however, before hypertext-based instruction completely takes over the classroom and the boardroom, a number of questions about the utility of this presentation medium must be answered. The present study is an examination of the effects of the cognitive load associated with using hypertext linking capabilities to “criss-cross the conceptual landscape” on student learning. Results indicate that extensive use of hyperlinks to compare and contrast concepts when reading hypertext may inhibit learning. Cognitive load theory is discussed as a possible explanation for these findings.

[1]  D. A. Murphy,et al.  Designing Systems that Train Learning Ability: From Theory to Practice , 1986 .

[2]  Barbara A. Greene,et al.  Influences on achievement : Goals, perceived ability, and cognitive engagement , 1996 .

[3]  P. Alexander,et al.  The Role of Subject-Matter Knowledge and Interest in the Processing of Linear and Nonlinear Texts , 1994 .

[4]  Jay Blanchard Hypermedia: hypertext—implications for reading education , 1990 .

[5]  Hayley J. Mayall,et al.  Knowledge, Interest, Recall and Navigation: A Look at Hypertext Processing , 1998 .

[6]  Michael J. Wenger,et al.  Human Information Processing Correlates of Reading Hypertext. , 1996 .

[7]  John Sweller,et al.  Cognitive Load During Problem Solving: Effects on Learning , 1988, Cogn. Sci..

[8]  S. B. Nolen,et al.  Reasons for studying: Motivational orientations and study strategies. , 1988 .

[9]  Rand J. Spiro,et al.  Cognitive flexibility theory : advanced knowledge acquisition in ill-structured domains , 1988 .

[10]  William D. Milheim,et al.  How Past Research on Learner Control Can Aid in the Design of Interactive Video Materials. , 1988 .

[11]  Brenda C. Litchfield Design Factors in Multimedia Environments: Research Findings and Implications for Instructional Design. , 1993 .

[12]  J. P. Rushton,et al.  Behavioral Development and Construct Validity: The Principle of Aggregation , 1983 .

[13]  Ralph E. Reynolds,et al.  The Selective Attention Strategy as a Time-Dependent Phenomenon , 1994 .

[14]  Anthony E. Kelly,et al.  Using Hypermedia: Effects of Prior Knowledge and Goal Strength. , 1998 .

[15]  Michael J. Jacobson,et al.  Hypertext Learning Environments, Cognitive Flexibility, and the Transfer of Complex Knowledge: an Empirical Investigation Center for the Study of Reading Center for the Study of Reading Hypertext Learning Environments, Cognitive Flexibility, and the Transfer of Complex Knowledge: an Empirical Invest , 2007 .

[16]  John R. Anderson Cognitive Psychology and Its Implications , 1980 .

[17]  J. H. McMillan Annual Meeting of the American Educational Research , 2001 .

[18]  N. Entwistle,et al.  Understanding Student Learning , 1983 .

[19]  B. Skinner,et al.  Technology of Teaching , 1967, Nature.

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

[21]  Richard C. Anderson The Reading Group: An Experimental Investigation of a Labyrinth. Technical Report No. 271. , 1983 .

[22]  F. Craik,et al.  Levels of Pro-cessing: A Framework for Memory Research , 1975 .

[23]  Walter P. Vispoel,et al.  Knowledge Acquisition for Application: Cognitive Flexibility and Transfer in Complex Content Domains. Technical Report No. 409. , 1987 .

[24]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[25]  Richard C. Anderson,et al.  Depth of Processing and Interference Effects in the Learning and Remembering of Sentences. Technical Report No. 21. , 1977 .

[26]  R. Reynolds Selective attention and prose learning: Theoretical and empirical research , 1992 .

[27]  Roy Roda Writing and reading hypertext: an overview , 1989 .

[28]  Eileen E. Schroeder Navigating through Hypertext: Navigational Technique, Individual Differences, and Learning , 1994 .

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

[30]  D. J. Foss,et al.  Text structure and reading time for sentences , 1980 .

[31]  Kimberly A. Lawless,et al.  Understanding Hypertext Navigation through Cluster Analysis , 1996 .

[32]  Steve Graham,et al.  The Contribution of Executive Control to the Revising by Students with Writing and Learning Difficulties. , 1998 .

[33]  Michele L. Simpson,et al.  The Relation Between Self-Selected Study Processes and Test Performance , 1991 .

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

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

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

[37]  Eva Dobozy,et al.  Psychology Applied to Teaching , 1971 .

[38]  B. Zimmerman Becoming a Self-Regulated Learner: Which Are the Key Subprocesses?. , 1986 .

[39]  Roy Rada Writing and reading hypertext: An overview , 1989, JASIS.

[40]  Kenneth Tobin,et al.  The Practice of constructivism in science education , 1993 .

[41]  Michele L. Simpson,et al.  The Effects of PLAE upon Students' Executive Control, Self-Regulation, and Test Performance. , 1990 .

[42]  Ralph E. Reynolds,et al.  Attentional Resource Emancipation: Toward Understanding the Interaction of Word Identification and Comprehension Processes in Reading , 2000 .

[43]  KIMBERLY A. LAWLESS,et al.  Multimedia learning environments: Issues of learner control and navigation , 1997 .

[44]  Michael J. Wenger,et al.  Effects of a Graphical Browser on Readers' Efficiency in Reading Hypertext. , 1994 .

[45]  F. Paas,et al.  Instructional control of cognitive load in the training of complex cognitive tasks , 1994 .

[46]  Amy M. Shapiro,et al.  Promoting Active Learning: The Role of System Structure in Learning From Hypertext , 1998, Hum. Comput. Interact..