NotesFAQContact Us
Collection
Advanced
Search Tips
Back to results
Peer reviewed Peer reviewed
Direct linkDirect link
ERIC Number: EJ1457775
Record Type: Journal
Publication Date: 2024
Pages: 14
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-1537-2456
EISSN: EISSN-1943-5932
Using Large Language Models for Content Creation Impacts Online Learning Evaluation Outcomes
Georg Winder; Steve Bass; Dustin Schiele; Josef Buchner
International Journal on E-Learning, v23 n3 p305-318 2024
The rising demand for high-quality, timely content for online and blended learning environments presents significant challenges for instructional designers, particularly in managing resource-intensive tasks such as video production and image sourcing. This study investigates the impact of using artificial intelligence (AI), specifically large language models (LLMs), on key evaluation criteria for self-organized, online, and blended learning modules. Using the case of 'aprendo. ch,' a professional development platform provided free of charge to teachers in the canton of St. Gallen that has recently implemented AI-enhanced workflows, we analyze how AI-enhanced content affects module evaluation outcomes, including perceived learning quality, learner satisfaction, and instructional design efficiency. Statistical analyses indicate significant differences between AI-enhanced and traditional modules, with AI-enhanced modules receiving higher evaluations in module structure, competency development, and learner recommendation. Furthermore, we discuss ethical considerations, such as data bias and content accuracy, and provide practical recommendations for the responsible integration of AI in educational design to balance efficiency with educational quality.
Association for the Advancement of Computing in Education. P.O. Box 719, Waynesville, NC 28786. Tel: 828-246-9558; Fax: 828-246-9557; e-mail: info@aace.org; Web site: http://www.aace.org
Publication Type: Journal Articles; Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Identifiers - Location: Switzerland
Grant or Contract Numbers: N/A