Semantic scaffolds in hypermedia learning environments

In knowledge acquisition from hypermedia, learners have to orient themselves in a non-linear information space, navigate in this space and build a knowledge structure from the information there. Research on learning from hypermedia has focused primarily on enhancing orientation and navigation, with only minor attention on possibilities for supporting semantic processing. In a first experiment, 98 students from senior high school and university undergraduates learned about a complex subject matter either without or with semantic scaffolds, which were presented either in an obligatory (non-removable) or in an optional mode. High prior knowledge learners profited from adequately used semantic scaffolds, whereas low prior knowledge learners did not. In a second experiment, 53 senior high school students and university undergraduates received the learning material with semantic scaffolds presented either in an obligatory mode (but removable on demand) or in an optional mode. Learners with low prior knowledge performed better with optional presentation. Learners with high prior knowledge performed better with obligatory presentation, which allowed removing scaffolds on demand. Learners generally preferred the optional presentation of learning scaffolds.

[1]  Paulo Dias,et al.  Understanding navigation and disorientation in hypermedia learning environments , 1997 .

[2]  Philippe C. Duchastel Learning Objectives and the Organization of Prose. , 1979 .

[3]  E. R. Steinberg Cognition and learner control: a literature review, 1977–1988 , 1989 .

[4]  Cliff McKnight,et al.  HyperText: A Psychological Perspective , 1992 .

[5]  W. Kintsch,et al.  Strategies of discourse comprehension , 1986 .

[6]  David H. Jonassen,et al.  Problems and issues in designing hypertext/hypermedia for learning , 1990 .

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

[8]  Brian Simon,et al.  Educational Psychology in the USSR , 1965 .

[9]  Jeff Conklin,et al.  Hypertext: An Introduction and Survey , 1987, Computer.

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

[11]  T. Shuell The role of the student in learning from instruction , 1988 .

[12]  J. Novak,et al.  Educational Psychology: A Cognitive View , 1969 .

[13]  Benjamin S. Bloom,et al.  Taxonomy of Educational Objectives: The Classification of Educational Goals. , 1957 .

[14]  Declan Butler Technology: The textbook of the future , 2009, Nature.

[15]  S McDonald,et al.  Disorientation in hypertext: the effects of three text structures on navigation performance. , 1996, Applied ergonomics.

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

[17]  Richard E. Mayer,et al.  Advance organizers that compensate for the organization of text. , 1978 .

[18]  Ok-choon Park,et al.  Hypermedia: functional features and research issues , 1991 .

[19]  Charles M. Reigeluth,et al.  Instructional Design Theories and Models : An Overview of Their Current Status , 1983 .

[20]  Philippe C. Duchastel,et al.  Examining Cognitive Processing in Hypermedia Usage , 1990, Hypermedia.

[21]  Honey Andersen Floating and Sinking , 1996 .

[22]  M. J. Billington,et al.  Goal-guided learning from text: inferring a descriptive processing model from inspection times and eye movements. , 1979, Journal of educational psychology.

[23]  J. Sweller Implications of Cognitive Load Theory for Multimedia Learning , 2005, The Cambridge Handbook of Multimedia Learning.

[24]  Hsinchun Chen,et al.  Browsing in hypertext: a cognitive study , 1992, IEEE Trans. Syst. Man Cybern..

[25]  Ray McAleese Hypertext: Theory into Practice , 1998 .

[26]  Craig B. Howley,et al.  The Influence of Scale on School Performance: A Multi-Level Extension of the Matthew Principle , 2000 .

[27]  Michael Pressley,et al.  Scaffolding scientific competencies within classroom communities of inquiry. , 1997 .

[28]  Brianna Scott,et al.  Navigational spatial displays: The role of metacognition as cognitive load * , 2007 .

[29]  Heinz Mandl,et al.  Designing Hypermedia for Learning , 2011, NATO ASI Series.

[30]  A. Glenberg,et al.  The illusion of knowing: Failure in the self-assessment of comprehension , 1982 .

[31]  Brian Simon,et al.  Educational psychology in the U. S. S. R , 1963 .

[32]  Michael J. Wenger,et al.  Comprehension and retention of nonlinear text : Considerations of working memory and material-appropriate processing , 1996 .

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

[34]  Charles M. Reigeluth,et al.  The elaboration theory of instruction , 1983 .

[35]  K. Scheiter,et al.  Learner Control in Hypermedia Environments , 2007 .

[36]  Lynda Hardman,et al.  'Lost in Hyperspace': Cognitive Mapping and Navigation in a Hypertext Environment , 1999, UK Hypertext.

[37]  David H. Jonassen,et al.  Hypertext Principles for text and Courseware Design , 1986 .

[38]  Béatrice S. Hasler,et al.  Learner Control, Cognitive Load and Instructional Animation , 2007 .

[39]  Brian J. Reiser,et al.  Scaffolding Complex Learning: The Mechanisms of Structuring and Problematizing Student Work , 2004, The Journal of the Learning Sciences.

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

[41]  Slava Kalyuga,et al.  Measuring Knowledge to Optimize Cognitive Load Factors During Instruction. , 2004 .

[42]  M. Wittrock Generative Processes of Comprehension , 1989 .

[43]  Wayne A. Nelson,et al.  Learning, Instruction, and Hypermedia. , 1992 .

[44]  E. Stern,et al.  Effects of instructional support within constructivist learning environments for elementary school students' understanding of "floating and sinking." , 2006 .

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

[46]  A. Dillon,et al.  Hypermedia as an Educational Technology: A Review of the Quantitative Research Literature on Learner Comprehension, Control, and Style , 1998 .

[47]  Kirsten Risden,et al.  Inferential Questioning: Effects on Comprehension of Narrative Texts as a Function of Grade and Timing , 2001 .

[48]  Roy D. Pea,et al.  The Social and Technological Dimensions of Scaffolding and Related Theoretical Concepts for Learning, Education, and Human Activity , 2004, The Journal of the Learning Sciences.

[49]  Peter R. Denner,et al.  Inserted questions as aids to reading text , 1978 .

[50]  Rolf A. Zwaan,et al.  Discourse comprehension. , 1997, Annual review of psychology.

[51]  Ivor K. Davies,et al.  Preinstructional Strategies: The Role of Pretests, Behavioral Objectives, Overviews and Advance Organizers , 1976 .

[52]  Roy Rada,et al.  Interacting With Hypertext: A Meta-Analysis of Experimental Studies , 1996, Hum. Comput. Interact..

[53]  Herbert J. Walberg,et al.  Learner-Control Effects: A Review of Reviews and a Meta-Analysis , 1996 .

[54]  Wilhelmina C. Savenye,et al.  Effects of learner control, advisement, and prior knowledge on young students' learning in a hypertext environment , 1994 .

[55]  Martin Valcke,et al.  Functions, use and effects of embedded support devices in printed distance learning materials , 1996 .

[56]  Ernst Z. Rothkopf,et al.  The Concept of Mathemagenic Activities1 , 1970 .

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

[58]  Andrew Large,et al.  Hypertext Instructional Programs and Learner Control: A Research Review. , 1996 .

[59]  John T. Guthrie,et al.  Interactions Among Elaborative Interrogation, Knowledge, and Interest in the Process of Constructing Knowledge From Text , 2004 .

[60]  R. Spiro,et al.  The Art of Multimedia and the State of Education@@@Cognition, Education, and Multimedia: Exploring Ideas in High Technology , 1992 .

[61]  Licia Calvi,et al.  Proficiency-Adapted Information Browsing and Filtering in Hypermedia Educational Systems , 1997, User Modeling and User-Adapted Interaction.

[62]  Slava Kalyuga,et al.  Incorporating Learner Experience into the Design of Multimedia Instruction. , 2000 .

[63]  Andrew Dillon,et al.  HyperText and Cognition , 1996 .

[64]  Gary Marchionini Information seeking in electronic encyclopedias , 1991 .

[65]  Richard E. Mayer,et al.  Signaling as a Cognitive Guide in Multimedia Learning , 2001 .

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

[67]  Czeslaw Jan Grycz,et al.  The textbook of the future , 1996 .

[68]  Liesbeth Kester,et al.  Just-in-time information presentation and the acquisition of complex cognitive skills , 2001, Comput. Hum. Behav..

[69]  Carolyn L. Foss,et al.  Tools for reading and browsing hypertext , 1989, Inf. Process. Manag..

[70]  Elizabeth A. Davis,et al.  Scaffolding students' knowledge integration: prompts for reflection in KIE , 2000 .