ERIC Number: EJ747092
Record Type: Journal
Publication Date: 2006
Pages: 16
Abstractor: Author
ISBN: N/A
ISSN: ISSN-0364-0213
EISSN: N/A
Metacognitive Control and Optimal Learning
Son, Lisa K.; Sethi, Rajiv
Cognitive Science, v30 n4 p759-774 2006
The notion of optimality is often invoked informally in the literature on metacognitive control. We provide a precise formulation of the optimization problem and show that optimal time allocation strategies depend critically on certain characteristics of the learning environment, such as the extent of time pressure, and the nature of the uptake function. When the learning curve is concave, optimality requires that items at lower levels of initial competence be allocated greater time. On the other hand, with logistic learning curves, optimal allocations vary with time availability in complex and surprising ways. Hence there are conditions under which optimal strategies will be relatively easy to uncover, and others in which suboptimal time allocation might be expected. The model can therefore be used to address the question of whether and when learners should be able to exercise good metacognitive control in practice.
Descriptors: Metacognition, Educational Environment, Time Management, Competence, Models, Performance Factors, Item Response Theory, Serial Ordering, Statistical Distributions, Learning Theories, Learning Strategies
Lawrence Erlbaum Associates, Inc. 10 Industrial Avenue, Mahwah, NJ 07430. Tel: 800-926-6579; Tel: 201-258-2200; Fax: 201-236-0072; e-mail: journals@erlbaum.com; Web site: https://www.erlbaum.com
Publication Type: Journal Articles; Reports - Evaluative
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A