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Can AI teach me employability? A multi-national study in three countries
Dev Aditya1, Krizia Silvestri1, Pauldy Cj Otermans1,2
1Otermans Institute, London, United Kingdom.
Frontiers in Artificial Intelligence
|December 3, 2024
Summary
Artificial Intelligence (AI) teachers show promise in higher education, with a virtual AI teacher achieving high engagement and satisfaction among 207 students. This AI-driven approach offers a potential alternative to traditional Massive Open Online Courses (MOOCs).
Area of Science:
- Educational Technology
- Artificial Intelligence in Education
- Higher Education Pedagogy
Background:
- Growing need for scalable and engaging educational tools in Higher Education (HE).
- Limitations of existing online learning platforms like Massive Open Online Courses (MOOCs).
- Emerging potential of Artificial Intelligence (AI) and Large Language Models (LLMs) in educational delivery.
Purpose of the Study:
- To evaluate the impact and effectiveness of an AI teacher on HE students.
- To assess student engagement, satisfaction, and completion rates with an AI-delivered course.
- To compare the efficacy of AI-based virtual teachers against MOOC platforms.
Main Methods:
- Utilized an AI avatar, OIMISA, powered by a fine-tuned Large Language Model (LLM) for teaching.
- Delivered a 9-lesson course on employability and transferable skills to 207 HE students across three countries.
- Collected data on student engagement, satisfaction, and course completion rates.
Main Results:
- Achieved a noteworthy course completion rate exceeding 47%.
- Observed high levels of student engagement across all participating cohorts.
- Reported high student satisfaction rates with the AI teacher experience.
Conclusions:
- AI-based virtual teachers demonstrate significant potential for HE students globally.
- The AI teacher model shows comparable or superior outcomes to MOOC platforms in terms of engagement and satisfaction.
- This study highlights a viable, innovative approach to online learning in higher education.
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