Differential effects of students' self-directed metacognitive prompts. (September 2018)

• Record Type: Journal Article
• Authors: Pieger, Elisabeth; Bannert, Maria
• Is Part Of: Computers in human behavior. Volume 86(2018)
• Page Start: 165
• Page End: 173
• Publication Date: 2018-09
• Subjects: Metacognition -- Metacognitive prompts -- Self-directed prompts -- Learner characteristics -- Aptitude treatment interaction; Interactive computer systems -- Periodicals; Man-machine systems -- Periodicals; 004.019
• DOI: 10.1016/j.chb.2018.04.022
• Languages: English
• ISSNs: 0747-5632

Abstract

Abstract: The present study aims at fostering learning behavior and learning outcomes in Computer-Based Learning Environments through metacognitive prompts. Thereby, two types of metacognitive prompts are compared with respect to learning behavior and learning outcomes. In a pre-post experimental design, students in experimental group 1 ( N = 54) learned with predefined (fixed) metacognitive prompts whereas students in experimental group 2 ( N = 54) were instructed to configure their own (self-directed) metacognitive prompts and to learn with them afterwards. Students in the control group ( N = 55) received no instructional support and learned without prompts. The results show that self-directed and fixed prompts lead to less linear learning behavior than no prompts. Regarding learning outcomes, no significant main effects were found. Further, findings indicate that interactions between learner characteristics and treatment have a significant impact on learning behavior and learning outcomes. Students with lower verbal intelligence and reading competence especially seem to benefit from prompts. Hence, when prompting students, their learner characteristics should be considered. Further research should investigate further conditions and the underlying mechanisms of prompt use. Highlights: Prompting improves performance dependent from learner characteristics. Learners with lower verbal intelligence and reading competence benefit from prompts. Learners with higher skills do not benefit or are harmed when being prompted.