Metacognition and Hypermedia Learning: How Do They Relate?

2012 ◽  
pp. 2224-2228 ◽  
Author(s):  
Maria Opfermann ◽  
Roger Azevedo ◽  
Detlev Leutner
Keyword(s):  
Hypermedia Learning

scholarly journals Successful Learning with Hypermedia: The Role of Epistemological Beliefs and Metacognitive Awareness

2003 ◽  
Vol 28 (1) ◽  
pp. 15-30 ◽  
Author(s):  
Lisa D. Bendixen ◽  
Kendall Hartley
Keyword(s):  
Preservice Teachers ◽  
Epistemological Beliefs ◽  
Metacognitive Awareness ◽  
Hierarchical Regression ◽  
Hypermedia Learning ◽  
Posttest Performance ◽  
Cognitive Awareness ◽  
And Control ◽  
The Relationship

This study examined the relationship between epistemological beliefs, meta-cognition, and student achievement in a hypermedia learning environment. Epistemological beliefs refer to beliefs about the nature of knowledge and knowing (see review by Hofer & Pintrich, 1997) and metacognition refers to the ability to reflect upon, understand, and control one's learning (Schraw & Dennison, 1994). We predicted that the epistemological beliefs and meta-cognitive awareness of 116 preservice teachers would be significantly related to achievement in a hypermedia tutorial. Achievement was measured by a posttest based on the tutorial content. Results from a forced-order, hierarchical regression analysis indicated that reading comprehension, GPA, and three of the five epistemological beliefs (i.e., fixed ability, omniscient authority, and quick learning) significantly predicted posttest performance. Belief in omniscient authority and fixed ability being related to lower achievement supports previous research. Contrary to our expectations, a belief in quick learning was positively correlated with achievement. Educational and instructional design implications are discussed.

Cognitive Load and Disorientation Issues in Hypermedia as Assistive Technology

2010 ◽  
pp. 109-120
Author(s):  
Muhammet Demirbilek
Keyword(s):  
Assistive Technology ◽  
Cognitive Load ◽  
Learning Environments ◽  
Information And Communication Technologies ◽  
Inclusive Education ◽  
Communication Technologies ◽  
Students With Special Needs ◽  
Hypermedia Learning ◽  
Information And Communication ◽  
Hypermedia Learning Environments

Advances in information and communication technologies have raised the quality of inclusive education programs. Inclusive education, a recent advance in educational technology, has served to increase the ability of students with special needs. Hypermedia as an assistive technology has the potential to teach and train individuals with disabilities. However, like every technology, hypermedia itself is not problem-free. Disorientation and cognitive load are two of the most challenging problems related to hypermedia learning environments. The purpose of this chapter is to highlight disorientation and cognitive load problems in hypermedia learning environments where learners usually face a serious problem while navigating such environments.

A Model for an Adaptive Hypermedia Learning System Based on Data Mining Technique

2017 ◽  
pp. 65-85
Author(s):  
Mahnane Lamia ◽  
Mohamed Hafidi
Keyword(s):  
Learning Styles ◽  
Learning Style ◽  
Personal Characteristics ◽  
Learning Objects ◽  
Learning System ◽  
Learning Performance ◽  
Adaptive Hypermedia ◽  
Data Mining Technique ◽  
Pedagogical Strategies ◽  
Hypermedia Learning

Since the learning style of each learner is different. Adaptive hypermedia learning system (AHLS) must fit different learner's needs. A number of AHLS have been developed to support learning styles as a source for adaptation. However, these systems suffer from several problems, namely: less attention was paid to the relationship between learning styles and learning performance. This paper proposes an AHLS model based on learning styles and learning performance. On one hand, the developed prototype will assist a learner in accessing and using learning resources which are adapted according to his/her personal characteristics (in this case his/her learning style and level of knowledge). On the other hand, it will facilitate the learning content teacher in the creation of appropriate learning objects and their application to suitable pedagogical strategies.

Gender Differences and Hypermedia Navigation

2011 ◽  
pp. 278-292
Author(s):  
Jing Ping Fan ◽  
Robert D. Macredie
Keyword(s):  
Gender Differences ◽  
Learning Style ◽  
Empirical Studies ◽  
Experimental Studies ◽  
Individual Characteristics ◽  
Learning System ◽  
Adaptive Hypermedia ◽  
Adaptive Presentation ◽  
Hypermedia Learning ◽  
Navigation Support

Adaptive hypermedia learning systems can be developed to adapt to a diversity of individual differences. Many studies have been conducted to design systems to adapt to learners’ individual characteristics, such as learning style and cognitive style to facilitate student learning. However, no research has been done specifically regarding the adaptation of hypermedia learning system to gender differences. This chapter therefore attempts to fill this gap by examining the published findings from experimental studies of interaction between gender differences and hypermedia learning. Analysis of findings of the empirical studies leads to a set of principles being proposed to guide adaptive hypermedia learning system design onthe basis of gender differences in relation to (i) adaptive presentation and (ii) adaptive navigation support.

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