Implementation of AI-assisted Blended Teaching in Laboratory for Non-STEM Students: A Case Study
- DOI
- 10.2991/978-2-38476-487-7_4How to use a DOI?
- Keywords
- Blended teaching; Reverse engineering; AI-assisted; non-STEM students; Laboratory
- Abstract
This case study investigates the implementation of AI-assisted blended laboratory teaching for non-STEM students, focusing on a reverse engineering project centered on lithium-ion batteries. Developed by Quzhou University, the 8-week course combines online modules with hands-on lab activities to connect theoretical knowledge with practical skills. The structured phases encompass classroom introductions, lab tours, and collaborative projects where students disassemble commercial pouch cells, analyze their components, and produce TikTok videos to showcase their learning outcomes. Assessment criteria include technical reports, video creativity, and social media engagement metrics. The results indicated improved test scores, high student satisfaction, and reported enhanced understanding of battery structures and interdisciplinary collaboration. Non-STEM learners particularly appreciated the tactile experience and creative video tasks, which boosted motivation and alleviated intimidation. Instructors observed a reduced workload due to the hybrid design. The study shows that blended learning, when coupled with clear instructions and hybrid activities, effectively promotes scientific literacy and engagement among non-STEM students. The integration of social media further amplifies the course’s impact by linking academic work with public interaction. Future directions involve extending this model to other disciplines to encourage cross-disciplinary innovation and long-term skill development.
- Copyright
- © 2025 The Author(s)
- Open Access
- Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.
Cite this article
TY - CONF AU - Wanli Xu AU - Fang Yao AU - Jia Liu AU - Jiangang Yu PY - 2025 DA - 2025/11/10 TI - Implementation of AI-assisted Blended Teaching in Laboratory for Non-STEM Students: A Case Study BT - Proceedings of the 2025 International Conference on Digital Technology and Educational Psychology (DTEP 2025) PB - Atlantis Press SP - 29 EP - 41 SN - 2352-5398 UR - https://doi.org/10.2991/978-2-38476-487-7_4 DO - 10.2991/978-2-38476-487-7_4 ID - Xu2025 ER -