Cross-device learning platform with Course, Gallery, and GenAI modules for flipped studio preparation

Design · All designs
Evidence · 2 claims (2 for) · 1 study (1 causal), q2 · 0 of 1 report an effect size · 2 claims rest on one study

Description

A responsive website developed to support pre-class learning, studio readiness, and early-stage visual ideation in an undergraduate knit yarn design course, accessible on desktop and mobile devices. It comprised "a Course module, a Gallery module, and a GenAI module". The Course module delivered eight micro-videos of approximately five minutes with embedded formative readiness checks unlocked after a viewing threshold; the Gallery provided exemplars organized by yarn type across thirteen lab-producible categories plus a Color Thief palette tool; the GenAI module offered parameter-guided prompt scaffolding with optional reference images. The platform also logged learning traces including video watch time, readiness-check records, gallery visits, and image generation frequency.

Design Implications

Context

Requirements

• Readiness checks unlocked only after the corresponding video segment reached a predefined viewing threshold

Constraints

• The gallery excluded the historical control cohort's assessed artifacts to preserve comparison validity

Target Learners

• third-year undergraduate knit yarn design students

Learning Goals

• foundational knowledge of yarn production, machine operation, and yarn selection; early-stage design ideation

Claims

• Interviews indicated flipped learning supported studio readiness while the GenAI module served as a supplementary tool for early-stage visual ideation [+W]
• Students rated the flipped-learning component highest and the GenAI module lower, with GenAI rated stronger for ideation than for time saving or direct output use [+W]

Related Designs

Examples

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Key Sources

• Hong Qu, Zichao Ling, Yadie Yang. (2026). Integrating Flipped Learning and Generative AI for Practice-Based Design Education: Evidence from a Knit Yarn Design Course. https://arxiv.org/abs/2609.18505

Page metadata

Field	Value
type	design
id	cross-device-flipped-genai-design-platform
title	Cross-device learning platform with Course, Gallery, and GenAI modules for flipped studio preparation
description	A responsive website developed to support pre-class learning, studio readiness, and early-stage visual ideation in an undergraduate knit yarn design course, accessible on desktop and mobile devices.
status	review
generated	by process:settle-candidates on 2026-10-10
trust	unverified — no one has confirmed this page's content
sources	1 — hong-qu-2026

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