- Research Article
- 10.1504/ijlt.2025.151035
Pre-service science teachers' computational thinking skills and STEM self-efficacy
- Jan 01, 2025
- International Journal of Learning Technology
- Merve Lütfiye Şentürk + 1 more +1
This study aims to examine pre-service science teachers' CT skills and STEM self-efficacy in terms of different variables and to reveal the relationship between them. The participants of the study, in which the survey model was used, consist of 334 pre-service science teachers studying in state universities. CT skills and STEM self-efficacy scales were used as data collection tools. One way MANOVA, correlation and linear regression analyses were used for the analysis of the data. In the study, it was determined that pre-service science teachers' grade level, level of technology interest, level of computer knowledge, activities/design/experiment/practice studies they carried out in undergraduate education and their STEM education were determinants of their CT skills and STEM self-efficacy. In addition, a positive relationship was determined between STEM self-efficacy and CT skills, and it was observed that creativity, collaboration, critical thinking, algorithmic thinking, and problem solving skills were predictors of CT and STEM self-efficacy.
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