Individual Differences and Web-Based Learning

This chapter considers a range of individual difference variables that have potential relevance to specifically designed Web-based learning packages. These include: cognitive style, working memory efficiency, anxiety, gender, and current knowledge. It discusses, in general terms, the conditions under which the variables are important, and the potential interaction between them in affecting learning performance. The roles of the variables within the context of Web-based learning are then examined. It is argued that technical developments in computer technology that allow materials that can accommodate learning preferences by responding to the student’s choices and learning performance combined with a better psychological understanding of individual differences in learning should result in improved educational effectiveness.

[1]  R. Atkinson,et al.  The control of short-term memory. , 1971, Scientific American.

[2]  E. Sadler‐Smith,et al.  Type of Instructional Material, Cognitive Style and Learning Performance , 1992 .

[3]  M. Linn,et al.  Gender differences in verbal ability: A meta-analysis. , 1988 .

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

[5]  D. Halpern,et al.  Sex differences in intelligence. Implications for education. , 1997, The American psychologist.

[6]  J. Kril,et al.  Language-associated cortical regions are proportionally larger in the female brain. , 1997, Archives of neurology.

[7]  J. Roberge,et al.  IQ, Field Dependence-Independence, and the Development of Formal Operational Thought , 1980 .

[8]  Andrew R. A. Conway,et al.  Working memory and retrieval: a resource-dependent inhibition model. , 1994, Journal of experimental psychology. General.

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

[10]  Richard E. Mayer,et al.  Research-based principles for the design of instructional messages: The case of multimedia explanations , 1999 .

[11]  Paul Whitney,et al.  The effect of trait anxiety and situational stress on working memory capacity. , 1992 .

[12]  Elkhonon Goldberg,et al.  Cognitive Bias, Functional Cortical Geometry, and the Frontal Lobes: Laterality, Sex, and Handedness , 1994, Journal of Cognitive Neuroscience.

[13]  David Passig,et al.  Gender preferences for multimedia interfaces , 2001, J. Comput. Assist. Learn..

[14]  R. Rapee,et al.  The utilisation of working memory by worry. , 1993, Behaviour research and therapy.

[15]  R. Riding,et al.  The Effect of Pupil Cognitive Style and Position of Prose Passage Title on Recall , 1993 .

[16]  R. Riding,et al.  The effect of cognitive style and mode of presentation on learning performance. , 1993, The British journal of educational psychology.

[17]  L. Hedges,et al.  Sex differences in mental test scores, variability, and numbers of high-scoring individuals. , 1995, Science.

[18]  J. Gray,et al.  Précis of The neuropsychology of anxiety: An enquiry into the functions of the septo-hippocampal system , 1982, Behavioral and Brain Sciences.

[19]  Randall W. Engle,et al.  Working-memory capacity as long-term memory activation: An individual-differences approach. , 1993 .

[20]  Richard J. Riding,et al.  The relationship between extraversion and verbal-imagery learning style in twelve-year-old children , 1980 .

[21]  R. J. Riding,et al.  The assessment of verbal‐imagery learning styles and their effect on the recall of concrete and abstract prose passages by 11‐year‐old children , 1981 .

[22]  Richard Riding,et al.  Cognitive style, gender and learning from multi-media materials in 11-year-old children , 1999, Br. J. Educ. Technol..

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

[24]  M. Eysenck,et al.  Phonological working memory and reading in test anxiety. , 1996, Memory.

[25]  R. Riding,et al.  Cognitive Style and Pupil Learning Preferences , 1996 .

[26]  J. Hyde,et al.  The Gender Similarities Hypothesis , 2005 .

[27]  R. Riding,et al.  The relationship between anxiety‐stability, working memory and cognitive style , 2008 .

[28]  Katherine M. Kocel 14 – Age-Related Changes in Cognitive Abilities and Hemispheric Specialization , 1980 .

[29]  S. Pickering,et al.  Working memory deficits in children with low achievements in the national curriculum at 7 years of age. , 2000, The British journal of educational psychology.

[30]  E. Sadler‐Smith,et al.  Cognitive style and instructional preferences , 1999 .

[31]  A. Baddeley The episodic buffer: a new component of working memory? , 2000, Trends in Cognitive Sciences.

[32]  R. Riding On the Nature of Cognitive Style , 1997 .

[33]  J. Mcglone,et al.  Sex differences in human brain asymmetry: a critical survey , 1980, Behavioral and Brain Sciences.

[34]  M. Ashcraft,et al.  Mathematics anxiety and working memory: support for the existence of a deficient inhibition mechanism. , 1998, Journal of anxiety disorders.

[35]  M. Eysenck Anxiety: The Cognitive Perspective , 1992 .

[36]  Sex and Personality Differences in Children's Detection of Changes in Prose Passages. , 1983 .

[37]  Peter J. Rogers,et al.  Processing-efficiency theory and the working-memory system: Impairments associated with sub-clinical anxiety , 1997 .

[38]  F. Wood,et al.  Cerebral laterality in functional neuroimaging. , 1991 .

[39]  P. Chandler,et al.  Why Some Material Is Difficult to Learn , 1994 .

[40]  R. Riding,et al.  The Nature of Learning Styles and their Relationship to Cognitive Performance in Children , 1983 .

[41]  John King,et al.  An investigation of computer anxiety by gender and grade , 2002, Comput. Hum. Behav..

[42]  Richard J. Riding,et al.  The Effect of Cognitive Style on the Preferred Format of Instructional Material , 1997 .

[43]  M. Corsi-Cabrera,et al.  Effect of spatial ability and sex on inter- and intrahemispheric correlation of EEG activity. , 1997, Electroencephalography and clinical neurophysiology.

[44]  Stephen M. Alessi,et al.  Multimedia for Learning: Methods and Development , 2000 .

[45]  R. Riding,et al.  Cognitive Styles—an overview and integration , 1991 .

[46]  F. Bartlett,et al.  Remembering: A Study in Experimental and Social Psychology , 1932 .

[47]  C. Carver,et al.  Assessing coping strategies: a theoretically based approach. , 1989, Journal of personality and social psychology.

[48]  E. Spelke Sex differences in intrinsic aptitude for mathematics and science?: a critical review. , 2005, The American psychologist.

[49]  Diversities in Right-handers in Left-hemisphere Processing , 1987 .

[50]  Sex and Personality Differences in Performance on Number Computation in 11‐year‐old Children , 1987 .

[51]  R. Riding,et al.  Sex and Personality Differences in Performance on Mathematics Tests in 11‐year‐old Children , 1982 .

[52]  R. Riding,et al.  Verbaliser‐Imager Learning Style and Children's Recall of Information Presented in Pictorial versus Written Form , 1980 .

[53]  C. MacLeod,et al.  Individual differences in anxiety and the restriction of working memory capacity , 1993 .

[54]  Tracy Packiam Alloway,et al.  Verbal and visuospatial short-term and working memory in children: are they separable? , 2006, Child development.

[55]  R. Riding,et al.  Listening Comprehension: the effects of sex, age, passage structure and speech rate , 1980 .

[56]  S. Pickering,et al.  Working memory skills and educational attainment: evidence from national curriculum assessments at 7 and 14 years of age , 2004 .

[57]  R. Riding,et al.  The Relationship between Sex and Learning Style and Graphicacy in 14‐year‐old Children , 1983 .

[58]  George Herbert Betts,et al.  The Distribution And Functions Of Mental Imagery , 1909 .

[59]  D. Halpern Sex Differences in Cognitive Abilities , 1986 .

[60]  A. Paivio Imagery and verbal processes , 1972 .

[61]  M. Persinger,et al.  Women Reconstruct More Details than Men for a Complex Five-Minute Narrative: Implications for Right-Hemispheric Factors in the Serial Memory Effect , 1995, Perceptual and motor skills.

[62]  D. Kimura Sex, sexual orientation and sex hormones influence human cognitive function , 1996, Current Opinion in Neurobiology.

[63]  Richard J. Riding,et al.  The effect of cognitive style, age, gender and structure on the recall of prose passages , 1998 .

[64]  E. Fennema,et al.  Gender differences in mathematics performance: a meta-analysis. , 1990, Psychological bulletin.

[65]  J. Udry,et al.  The nature of gender , 1994, Demography.

[66]  John Brown Some Tests of the Decay Theory of Immediate Memory , 1958 .

[67]  R. Engle,et al.  Individual differences in working memory and comprehension: a test of four hypotheses. , 1992, Journal of experimental psychology. Learning, memory, and cognition.

[68]  John Head Gender Identity and Cognitive Style , 2003 .

[69]  R. Riding,et al.  Sex Differences in the Effects of Speech Rate and Repetition on the Recall of Prose in Children , 1981 .

[70]  R. Mayer,et al.  Cognitive constraints on multimedia learning: When presenting more material results in less understanding. , 2001 .

[71]  P. Pietrini,et al.  Sex differences in patterns of hemispheric cerebral metabolism: a multiple regression/discriminant analysis of positron emission tomographic data. , 1995, International Journal of Neuroscience.

[72]  Jacqueline Bichsel,et al.  Anxiety, working memory, gender, and math performance , 2004 .

[73]  Patricia A. Alexander,et al.  Domain knowledge: Evolving themes and emerging concerns. , 1992 .

[74]  B. Alansari,et al.  The impact of anxiety and gender on perceiving the Mueller-Lyer illusion , 2005 .

[75]  L. Katz,et al.  Sex differences in the functional organization of the brain for language , 1995, Nature.

[76]  R. Riding,et al.  Cognitive style, working memory and learning behaviour and attainment in school subjects. , 2003, The British journal of educational psychology.

[77]  R. Riding,et al.  Reading Accuracy as a Function of Teaching Strategy, Personality and Word Complexity in Seven‐year‐old Children , 1984 .

[78]  P. Carpenter,et al.  Individual differences in working memory and reading , 1980 .