StatBot¶
Product or Programme · All products and programmes
Evidence · 5 claims (5 for) · 1 study (1 associational),q2· 1 of 1 report an effect size · 5 claims rest on one study
Description¶
StatBot is a retrieval-augmented GPT-4 chatbot developed and deployed by Yuan-Hsuan Lee et al. as a voluntary virtual teaching assistant for graduate statistics courses.
Components¶
Claims¶
- Growing Achievers used StatBot significantly more than Declining Performers, driven mainly by initiating new inquiries [+W]
- Female gender, higher autonomous motivation, lower prior knowledge, and higher final course grades each predict more frequent voluntary StatBot use among graduate statistics students [+W]
- Voluntary StatBot use was highly uneven and deadline-driven, with about 27% of students never using the chatbot [+W]
- Higher-achieving graduate students were less likely to abstain entirely from StatBot use [+W]
- Student chatbot queries were overwhelmingly task-oriented initial inquiries, dominated by definition requests and pasted assignment questions rather than iterative critique [+W]
Related Products and Programmes¶
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Key Sources¶
- Yuan-Hsuan Lee and Jiun-Yu Wu. (2026). Differential engagement with generative artificial intelligence in higher education: Gender, motivation, and achievement trajectories. International Journal of Educational Technology in Higher Education. https://doi.org/10.1186/s41239-026-00615-8
Page metadata
| Field | Value |
|---|---|
type |
product |
id |
statbot |
title |
StatBot |
description |
StatBot is a retrieval-augmented GPT-4 chatbot developed and deployed by Yuan-Hsuan Lee et al. |
status |
review |
product_kind |
software |
generated |
by process:settle-candidates on 2026-10-11 |
trust |
unverified — no one has confirmed this page's content |
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