Mental models of learning in distance education
Bibliographic Data
| ID | 5263754 |
|---|---|
| Authors | John T E Richardson (0000-0002-6267-0603, The Open University, corresponding author) |
| Year | 2007 |
| Volume | 77 |
| Issue | 2 |
| Pages | 253-270 |
| Publication date | 2007-06-01 |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | British Journal of Educational Psychology (JOURNAL) |
| Journal identifiers | ISSN: 0007-0998 • E-ISSN: 2044-8279 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1348/000709906x110557 |
| PMID | 17504546 |
| OpenAlex | W2077915792 |
| Language | EN |
| Citations received | 3 |
| References cited | 25 |
Background. Interview-based research has shown that students in higher education hold a number of different conceptions of learning and of themselves as learners. There is debate about whether these conceptions constitute a developmental hierarchy.Aims. This study evaluated the Mental Models section of Vermunt and van Rijswijk's (1988) Inventory of Learning Styles (ILS) as a measure of students' conceptions of learning and sought to identify conceptions of learning as qualitatively different patterns of scores.Sample. A random sample of 1,000 students who were taking courses by distance learning with the Open University in the UK.Method. A translated and adapted version of the Mental Models section of the ILS was administered in a postal survey. Complete data were obtained from 441 students and were subjected to principal component analysis, cluster analysis and discriminant analysis.Results. The five scales in the Mental Models section of the ILS were homogeneous and achieved a satisfactory level of internal consistency, but two of the five scales could not be differentiated from each other in the students' responses. A cluster analysis identified four subgroups of students who had different patterns of scores on two discriminant functions.Conclusion. The four mental models identified in this study were broadly similar to those identified by Vermunt (1996) in an interview-based study. However, these do not seem to constitute a developmental hierarchy, and, following Vermunt, it is suggested that they are better interpreted as aspects of four over-arching 'learning styles' or 'learning patterns
Cluster (spacecraft) · Consistency (knowledge bases) · Developmental psychology · Discriminant validity · Hierarchy · Internal consistency · Linear discriminant analysis · Mathematics education · Psychometrics · Sample (material) · Statistics · Typology · Artificial Intelligence · Evaluation of Teaching Practices · Learning Styles and Cognitive Differences · Mathematics · Online and Blended Learning · Psychology · Social Psychology
Metacognitive, cognitive and affective aspects of learning styles and strategies
Criteria for Scale Selection and Evaluation
Relations between student learning patterns and personal and contextual factors and academic performance
Patterns in Student Learning
Mental Models
Coefficient alpha and the internal structure of tests
The Scree Test For The Number Of Factors
The regulation of constructive learning processes
The Relationship Between Learning Conception, Study Strategy and Learning Outcome
A longitudinal perspective on learning strategies in higher education - different view-points towards development
The eigenvalues-greater-than-one rule and the reliability of components
| Citations per year | 0.18 |
|---|---|
| Citation span | 2009 - 2017 (9) |
| Highly cited | No |