ERIC Number: EJ1443471
Record Type: Journal
Publication Date: 2024
Pages: 14
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1176-3647
EISSN: EISSN-1436-4522
Modeling Temporal Self-Regulatory Processes in STEM Learning of Engineering Design
Juan Zheng; Zilong Pan; Shan Li; Charles Xie
Educational Technology & Society, v27 n4 p20-33 2024
Self-regulation is crucial for student success in scientific inquiry and engineering design. However, it remains unclear how students dynamically engage in self-regulated learning (SRL) processes to achieve high performance. In this study, we investigated the temporal nature of self-regulation during engineering design by leveraging computer trace data from 101 high school students who designed an energy-plus house in a simulated learning environment. Using sequential mining, we found that high-performing students were more engaged in the Observation, Analysis, and Evaluation phases of SRL than low-performing students. Additionally, high-performing students demonstrated consecutive sequential patterns between Observation and Analysis, Reformation and Evaluation, and Analysis and Evaluation behaviors. These findings provide insights into students' SRL processes and the design of scaffoldings.
Descriptors: Learning Strategies, Self Management, High School Students, High Achievement, Engineering, Design, STEM Education, Computer Simulation, Student Behavior, Learner Engagement
International Forum of Educational Technology & Society. Available from: National Yunlin University of Science and Technology. No. 123, Section 3, Daxue Road, Douliu City, Yunlin County, Taiwan 64002. e-mail: journal.ets@gmail.com; Web site: https://www.j-ets.net/
Publication Type: Journal Articles; Reports - Research
Education Level: High Schools; Secondary Education
Audience: N/A
Language: English
Sponsor: National Science Foundation (NSF)
Authoring Institution: N/A
Grant or Contract Numbers: 2105695; 2131097; 2301164