Improving Assessment of Tutoring Practices using Retrieval-Augmented Generation

Understand

One-on-one tutoring is an effective instructional method for enhancing learning, yet its efficacy hinges on tutor competencies.

• Novice math tutors often prioritize content-specific guidance, neglecting aspects such as social-emotional learning.
• Social-emotional learning promotes equity and inclusion and nurturing relationships with students, which is crucial for holistic student development.
• Assessing the competencies of tutors accurately and efficiently can drive the development of tailored tutor training programs.