Integrating Flipped Learning and Generative AI for Practice-Based Design Education: Evidence from a Knit Yarn Design Course
In plain terms
In hands-on design courses, like knit yarn design, students often struggle to turn their creative visual ideas into actual products due to complex material properties, technical details, and limited opportunities to make physical samples. To tackle this, researchers developed a new teaching method that combines "flipped learning" (where students learn basic concepts at home before class), reviewing examples, using Generative AI (GenAI) for visual prototyping, and getting feedback in the studio. This method was implemented via a digital platform offering pre-class videos, quizzes, an example gallery, and a GenAI tool for early ideation. An exploratory study comparing students using this new method to a control group showed higher scores in creativity, design skills, problem-solving, and overall course performance for the intervention group. Student and instructor feedback suggested that flipped learning effectively prepared students for studio work, while GenAI primarily aided early-stage visual exploration rather than providing precise technical instructions.