Does Training of Cognitive and Metacognitive Regulatory Processes Enhance Learning and Deployment of Processes with Hypermedia?
نویسندگان
چکیده
In this study we examined the effectiveness of self-regulated learning (SRL) training in facilitating college students’ science learning with hypermedia. Sixty (N = 60) undergraduate students were randomly assigned to either a training condition or a control condition and used a hypermedia environment to learn about the circulatory system. On Day 1, all participants were administered a pretest and a self-report measure of SRL. On Days 2–4, participants in the experimental group underwent 3-day training on the use of specific, empirically based cognitive and metacognitive SRL processes (e.g., judgment of learning, making inferences) designed to foster their conceptual understanding; control students received no training. Three weeks later (on Day 5), all participants were administered a pretest on the science topic and a self-report measure of SRL, and then used a different version of the system to learn about another science topic (i.e., the central nervous system). Verbal protocol data were collected from both groups on Days 2–5. Overall, there were no significant differences on several learning outcome measures between conditions. However, those in the training condition remembered significantly more declarative knowledge of cognitive and metacognitive strategies. Lastly, think-aloud protocol data showed significant differences in the use of the SRL processes immediately following training, but not following a 3-week interval on a hypermedia transfer task.
منابع مشابه
MetaTutor: A MetaCognitive Tool for Enhancing Self-Regulated Learning
Learning about complex and challenging science topics with advanced learning technologies requires students to regulate their learning. The deployment of key cognitive and metacognitive regulatory processes is key to enhancing learning in open-ended learning environments such as hypermedia. In this paper, we propose a metaphor—Computers as MetaCognitive tools—to characterize the complex nature ...
متن کاملIssues in the Measurement of Cognitive and Metacognitive Regulatory Processes Used During Hypermedia Learning
The goal of this paper is to present four key assumptions regarding the measurement of cognitive and metacognitive regulatory processes used during learning with hypermedia. First, we assume it is possible to detect, trace, model, and foster SRL processes during learning with hypermedia. Second, understanding the complex nature of the regulatory processes during learning with hypermedia is crit...
متن کاملThe Role of Prompting and Feedback in Facilitating Students' Learning about Science with MetaTutor
An experiment was conducted to test the efficacy of a new intelligent hypermedia system, MetaTutor, which is intended to prompt and scaffold the use of self-regulated learning (SRL) processes during learning about a human body system. Sixtyeight (N=68) undergraduate students learned about the human circulatory system under one of three conditions: prompt and feedback (PF), prompt-only (PO), and...
متن کاملEffects of Task Complexity Increase on Computer-Mediated L2 Writing and Temporal Distribution of Cognitive and Metacognitive Processes
This study examined the effects of cognitive task complexity increase on the complexity, accuracy, and fluency (CAF) as well as the temporal distribution of the cognitive and metacognitive processes involved in computer-mediated L2 written production. To this end, the study employed a between-subjects experimental design with 85 EFL learners from a language learning institute in Iran. Participa...
متن کاملThe Dynamics of Self-regulatory Processes within Self-and Externally Regulated Learning Episodes During Complex Science Learning with Hypermedia
This paper examines the dynamics of college students’ selfregulatory processes within self-regulated learning (SRL) and externallyregulated learning (ERL) episodes during hypermedia learning. We re-analyzed and extended the results from an original study recently conducted by Azevedo and colleagues [1] to address four questions related to adaptivity, based on the temporal and dynamic deployment...
متن کامل