Enhancing instructional design learning: A comparative study of scaffolding by a 5E instructional model-informed artificial intelligence chatbot and a human teacher

Research output: Contribution to journalArticlespeer-review

Abstract

To address the limitations of general-purpose artificial intelligence (AI) tools, we developed a task-oriented AI chatbot based on the 5E (i.e. “engage”, “explore”, “explain”, “elaborate” and “evaluate”) model to scaffold students’ instructional design process. We examined the impact of integrating the 5E instructional model-informed AI chatbot on students’ learning performance and perceptions. The results indicated that the AI chatbot, when combined with human teacher scaffolding, significantly improved the students’ instructional design performance relative to receiving human teacher scaffolding only. The chatbot provided valuable suggestions on instructional design frameworks, class activities and teaching topics during the “explore” phase. In the “evaluate” phase, the chatbot offered immediate feedback on the students’ design plans and proposed alternative instructional frameworks regarding areas for improvement. However, the students expressed concerns about the chatbot’s evaluation quality, noting that it needed to be better aligned with the course assessment rubric. We recommend using AI chatbots for instructional design conceptualisation, although we emphasise the critical role of human teachers in evaluating final design work and providing timely support. Copyright © 2024 Informa UK Limited, trading as Taylor & Francis Group.

Original languageEnglish
JournalInteractive Learning Environments
Early online dateOct 2024
DOIs
Publication statusE-pub ahead of print - Oct 2024

Citation

Bai, S., Lo, C. K., & Yang, C. (2024). Enhancing instructional design learning: A comparative study of scaffolding by a 5E instructional model-informed artificial intelligence chatbot and a human teacher. Interactive Learning Environments. Advance online publication. https://doi.org/10.1080/10494820.2024.2420184

Keywords

  • Chatbot
  • Artificial intelligence
  • Instructional design
  • Educational technology
  • Technology-enhanced learning

Fingerprint

Dive into the research topics of 'Enhancing instructional design learning: A comparative study of scaffolding by a 5E instructional model-informed artificial intelligence chatbot and a human teacher'. Together they form a unique fingerprint.