TLDR: A study introduces IDPplanner, an AI-powered chatbot that helps teachers create interdisciplinary design projects. In a workshop with 33 teachers, AI-assisted plans scored higher in curriculum alignment, design thinking application, and coherence compared to manual plans. The research suggests AI can be a valuable planning partner, improving structure and idea generation while teachers provide crucial contextualization.
Creating engaging and effective interdisciplinary design projects is a significant challenge for teachers. It demands extensive time and cognitive effort, requiring careful alignment with curriculum standards, seamless integration across different subjects, and a logical sequence of activities. Recognizing these pressures, especially with the increasing use of AI in education, a new tool called the Interdisciplinary Design Project Planner (IDPplanner) has been developed to support teachers in this complex task.
IDPplanner is a custom AI-powered chatbot, built on GPT technology, designed to act as a co-design partner for secondary school and pre-university teachers. It is grounded in three key educational principles: the Singapore University of Technology and Design’s (SUTD) Design Innovation (DI) framework, alignment with Singapore’s Ministry of Education (MOE) syllabus, and the integration of 21st-century competencies (21CC) like creativity and problem-solving. The tool guides teachers through a structured ten-step planning process, covering everything from lesson overviews and learning objectives to real-world scenarios, design activities, and assessment strategies.
To evaluate the effectiveness of IDPplanner, a workshop was conducted with 33 in-service teachers from Singaporean schools. Participants were tasked with creating two versions of the same interdisciplinary design project: one manually, through peer discussion, and another with the assistance of IDPplanner. To ensure fairness, a counterbalanced design was used, meaning some groups started with manual planning while others started with AI-assisted planning. Each plan was then evaluated by both the teacher who created it and a peer, using a comprehensive six-dimensional rubric. This rubric assessed aspects such as Clarity of Learning Objectives, Alignment with Curriculum, Interdisciplinary Integration, Design Thinking Application, Assessment Strategies, and Coherence & Flow.
The study’s findings revealed several key advantages for AI-assisted project plans. Plans developed with IDPplanner received significantly higher scores for Curriculum Alignment, Design Thinking Application, and Coherence & Flow. This indicates that the AI tool was particularly effective in helping teachers integrate content across subjects, structure the design thinking process (Discover, Define, Develop, Deliver), and ensure a logical and clear flow of activities within the project plan. While the differences in scores for Assessment Strategies, Clarity of Learning Objectives, and Interdisciplinary Integration were not statistically significant, the AI-assisted plans still showed a directional advantage in these areas, and teachers found the assessment suggestions helpful, though sometimes lacking in specificity.
Qualitative feedback from teachers further illuminated these results. Many praised IDPplanner for providing specific and focused learning objectives, offering input on subjects they were less familiar with, and creating a clear, step-by-step structure for design thinking. Teachers described the AI-generated plans as a “strong backbone to be refined manually,” highlighting the tool’s ability to provide a solid foundation. However, they also noted that deeper contextualization to local syllabuses, specific class profiles, and student needs still required significant teacher input. For instance, while AI facilitated interdisciplinary framing, the deeper conceptual integration often emerged more strongly from collaborative human planning.
This research underscores that AI can function as a valuable pedagogical planning partner, complementing teachers’ expertise rather than replacing it. IDPplanner helps bridge professional development gaps, especially for teachers with limited interdisciplinary experience, by providing structured support and aligning outcomes with curriculum standards. The study recommends a hybrid teacher-AI workflow, where AI provides structural support and initial ideas, and teachers apply their pedagogical judgment to contextualize, iterate, and refine the plans for their specific classroom environments. Future developments for AI-assisted planners should focus on enhancing contextual customization, supporting iterative design cycles, and embedding more localized rubrics and exemplars.
Also Read:
- Assessing Creativity: A Look at AI vs. Human Grading in Design Thinking Education
- Navigating the AI Landscape: Understanding Its Psychological Footprint
For more detailed information, you can read the full research paper here.
