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ERIC Number: EJ888317
Record Type: Journal
Publication Date: 2008
Pages: 7
Abstractor: As Provided
Reference Count: 27
ISSN: ISSN-1756-1108
Reliable Multi Method Assessment of Metacognition Use in Chemistry Problem Solving
Cooper, Melanie M.; Sandi-Urena, Santiago; Stevens, Ron
Chemistry Education Research and Practice, v9 n1 p18-24 2008
Metacognition is fundamental in achieving understanding of chemistry and developing of problem solving skills. This paper describes an across-method-and-time instrument designed to assess the use of metacognition in chemistry problem solving. This multi method instrument combines a self report, namely the Metacognitive Activities Inventory (MCA-I), with a concurrent automated online instrument, Interactive MultiMedia Exercises (IMMEX). IMMEX presents participants with ill defined problems and collects students' actions as they navigate the problem space. Artificial neural networks and hidden Markov modeling applied to the data collected with IMMEX produce two assessment parameters: the "strategy state", which is related to the metacognitive qualities of the solution path employed, and the "ability" which is a measure of the problem difficulty students can properly handle. The ability values are significantly correlated with the MCA-I scores, and groups of students who performed using more metacognitive state strategies had significantly higher mean MCA-I values than those using fewer metacognitive strategies. This evidence is indicative of convergence between the methods. This instrument can be used diagnostically to guide the implementation of interventions to promote the use of metacognition; it takes little instructional time, is readily available and allows for the assessment of large cohorts. (Contains 3 tables and 4 figures.)
Royal Society of Chemistry. Thomas Graham House, Science Park, Milton Road, Cambridge, CB4 0WF, UK. Tel: +44-1223 420066; Fax: +44-1223 423623; e-mail:; Web site:
Publication Type: Journal Articles; Reports - Research
Education Level: Higher Education
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A