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This study examines dynamic interactions between teachers and researchers in co-designing Computational Thinking (CT) activities for younger children. While the integration of CT into Early Childhood Education (ECE) has drawn growing interest, bridging the gap between theoretical models and practical implementation continues to pose a major challenge. Adopting a co-design in professional learning, this study examines the collaborative efforts between a teacher and researchers using Epistemic Network Analysis during a three-day discussion in eastern China. The results reveal evolving engagement patterns among stakeholders, underscoring the interplay between theoretical expertise and practical experience in co-design processes. These findings enhance our understanding of effective professional development for CT education and offer actionable insights for adapting similar initiatives across diverse cultural settings.