AI and Statistics: Probably Correct

Abstract

This study aims to answer the following question: Does AI help students study advanced statistics efficiently? Nowadays, students inevitably turn to various AI tools for any doubts they may have, due to the convenience and availability of these tools compared to tutoring sessions with professors. Our study focuses on the case of Statistics courses for undergraduate students in Economics-related programs. Through different types of questions (multiple-choice, typical problems with clear questions, and problems where students must choose the appropriate technique to apply), we have explored to what extent ChatGPT (the most well-known AI) can provide responses that aid student learning. Our conclusions indicate that AI can be helpful, particularly with basic concepts, which it handles without issue. However, the errors it exhibits highlight the need for a teacher to guide students in their learning process.

Presenters

Pablo Arés Gastesi
Professor, Mathematics and Data Science, Faculty of Economics and Business, Universidad CEU San Pablo, Madrid, Spain

Irene Marroquin Alonso
Lecturer, Matemathics and Data Science, CEU San Pablo Unuversity, Madrid, Spain

Details

Presentation Type

Paper Presentation in a Themed Session

Theme

2025 Special Focus: Human Learning and Machine Learning—Challenges and Opportunities for Artificial Intelligence in Education.

KEYWORDS

Statistics, Artificial Intelligence, ChatGPT, Multiple choice, Self learning