Castmagic Alchemy: Turning Transcripts Into Teaching Tools for Facilitators of Discussion-Based Courses
Year: 2026
Type: article
Abstract: This Resource Review explores the instructional utility of Castmagic (castmagic.io), a transcript-driven prompting tool, for enhancing student learning in synchronous, discussion-based courses. Grounded in evidence-based teaching principles, including retrieval practice, reflection, and feedback, the article evaluates Castmagic’s use across live, in-person, and online environments to support student engagement and post-session reflection. The article’s core is classroom practice, presenting fully developed teaching activities with ready-to-use prompts, expected learning outcomes, and guidance on using the outputs, alongside a practical-adoption section addressing setup time, transcript correction, cost, and student-data protection. A condensed theoretical foundation links the tool to Bloom’s Taxonomy, Cognitive Load Theory, and experiential learning, with an extended treatment provided in Appendix A and a copy-paste prompt library in Appendix B. Three instructional levels of implementation are described, ranging from instructor-only use to collaborative, student-driven engagement.
Source: Management Teaching Review
Author: David Stehlik
Institution: University of Saint Francis
Language: English
Subfield: Education
Field: Social Sciences
Domain: Social Sciences
SDG: Quality education
Open Access status: bronze
OpenAlex ID: W7225424513