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This study investigated how dialogic teaching strategies (sharing, articulating, and building on) relate to creative thinking, examining academic motivation and discursive engagement as mediators. Analysis of video-recordings and questionnaires from 16 Chinese language classes revealed distinct underlying mechanisms. The sharing strategy had a positive direct link to creative thinking but a negative indirect link through discursive engagement. The building on strategy showed both positive direct and indirect associations. In contrast, the articulating strategy exhibited a negative indirect relationship. Micro-analysis detailed how these strategies differentially shaped learning processes. Findings indicate that the effectiveness of dialogic strategies for fostering creative learning and creative thinking is context-dependent; indiscriminate use may be counterproductive, underscoring the necessity for tailored application to specific classroom interaction situations.