Individual differences and cognitive load theory

Research output: Contributions to collected editions/worksChapterpeer-review

Authors

The previous chapters discussed sources of cognitive load that are a result of the difficulty of the materials, the design of instruction, and the amount of mental effort invested by learners to process the new information. As outlined in these chapters, the major cause of cognitive load effects is the limited capacity of working memory. In this chapter, we discuss how individual differences relate to the level of cognitive load that a particular learner experiences. Individual differences in learner characteristics take many different forms, ranging from preferences for learning from different presentation formats (e.g., verbal, pictorial) or modalities (auditory, visual, haptic) and preferences for learning under different environmental conditions (e.g., lighting, noise level, or physical position) to cognitive styles (e.g., field dependency/independency), cognitive abilities (e.g., verbal, spatial ability), and intelligence (Carroll, 1993; Jonassen & Grabowski, 1993). The influence of individual differences on learning has been studied for several decades as aptitude-treatment interactions (ATIs; Cronbach & Snow, 1977; Leutner, 1992; Lohman, 1986; Mayer, Stiehl, & Greeno, 1975; Plass, Chun, Mayer, & Leutner, 1998; Shute, 1992; Snow, 1989, 1994; Snow & Lohman, 1984, 1989). Aptitude-treatment interactions occur when different instructional treatment conditions result in differential learning outcomes depending on student aptitudes, in other words, when the effect of a given treatment is moderated by a given aptitude. Different aptitudes may influence learning in specific instructional environments, and the impact of a particular aptitude on a particular condition may only be observed for a particular type of learning outcome.

Original languageEnglish
Title of host publicationCognitive Load Theory
EditorsJan L. Plass, Roxana Moreno, Roland Brünken
Number of pages24
PublisherCambridge University Press
Publication date01.01.2010
Pages65-88
ISBN (print)9780521860239
ISBN (electronic)9780511844744
DOIs
Publication statusPublished - 01.01.2010
Externally publishedYes

Recently viewed

Researchers

  1. Pascal Frank

Publications

  1. Navigating the dimensions of criticality
  2. Mapping Amazon's logistical footprint on the Ruhr
  3. Differentiating forest types using TerraSAR–X spotlight images based on inferential statistics and multivariate analysis
  4. Automated Measurement of Thread Quality
  5. Always on Call: Is There an Age Advantage in Dealing with Availability and Response Expectations?
  6. Increased Reliability of Draw-In Prediction in a Single Stage Deep-Drawing Operation via Transfer Learning
  7. Who can nudge for sustainable development? How nudge source renders dynamic norms (in-)effective in eliciting sustainable behavior
  8. Buckling Analysis under Uncertainty
  9. Applying Quarter-Vehicle Model Simulation for Road Elevation Measurements Utilizing the Vehicle Level Sensor
  10. Performance Saga: Interview 01
  11. Modern Baselines for SPARQL Semantic Parsing
  12. Development of a cell culture system for studying effects of native and photochemically transformed gaseous compounds using an air/liquid culture technique
  13. Steering of land use in the context of sustainable development
  14. Bifactor Models for Predicting Criteria by General and Specific Factors
  15. Glitch(ing)! A refusal and gateway to more caring techno-urban worlds?
  16. RAWSim-O: A Simulation Framework for Robotic Mobile Fulfillment Systems
  17. Diversity Management and Corporate Change: Implications for Co-Determination
  18. Optimal control strategies for PMSM with a decoupling super twisting SMC and inductance estimation in the presence of saturation
  19. Hot forging of cast magnesium alloy TX31 using semi-closed die and its finite element simulation
  20. Modeling of temperature- and strain-driven intermetallic compound evolution in an Al-Mg system via a multiphase-field approach with application to refill friction stir spot welding
  21. Home range size and resource use of breeding and non-breeding white storks along a land use gradient
  22. Neural correlates of own name and own face processing in neurotypical adults scoring low versus high on symptomatology of autism spectrum disorder
  23. Planar Multipole Resonance Probe: A kinetic model based on a functional analytic description
  24. Ablation Study of a Multimodal Gat Network on Perfect Synthetic and Real-world Data to Investigate the Influence of Language Models in Invoice Recognition
  25. Non-technical success factors for bioenergy projects-Learning from a multiple case study in Japan
  26. Effect of internal defects on tensile properties of A356 casting alloys
  27. Nest site selection and the effects of land use in a multi-scale approach on the distribution of a passerine in an island arid environment
  28. Forging of Mg–3Sn–2Ca–0.4Al Alloy Assisted by Its Processing Map and Validation Through Analytical Modeling
  29. Self-Regulated Learning with Expository Texts as a Competence
  30. Reduction of capital tie up for assembly processes