From The University of Ariziona Libraries AI Literacy in the Age of ChatGPT Guide
Remember, you'll always need to verify the information, because ChatGPT will sometimes make things ups (known as "hallucination.")
What is it good for?
What is it not so good for?
How can ChatGPT help instructors (Davi, 2023) - University of Arizona's UCATT recommends using ChatGPT to brainstorm ideas for lesson plans.
Using AI to Implement Effective Teaching Strategies in Classrooms: Five Strategies, Including Prompts (Mollick & Mollick, 2023) - opeen access article.
ChatGPT and Beyond: How to Handle AI in Schools (Elgersma, 2024) - article in Common Sense Education website.
ChatGPT in Classrooms: Transforming Challenges into Opportunity in Education (Munawar & Misrilis, 2024) - article available (open access) from Cornell University database.
AI in the Classroom: Exploring students' interaction with ChatGPT in programming learning (Güner & Er, 2025) - article available (open access) from Springer Nature Link database.
From The University of Ariziona Libraries AI Literacy in the Age of ChatGPT Guide
What is prompting?
Simply, it's what you type into the chat box.
The way you prompt makes a huge difference in the output that ChatGPT gives you. So it's worth learning some tips.
Always verify the information it gives you.
Think of ChatGPT as your personal intern. They need very specific instructions, and they need you to verify the information.
ChatGPT sometimes makes things up. That's because it's designed to write in a way that sounds like human writing. It's not designed to know facts.
Tips for writing effective prompts
Examples
Or...
I didn't like any of those topics. Please give me 10 more.
Generate Topics for Your Research Paper with ChatGPT - a guide for students from the University of Arizona Libraries. ChatGPT can be a useful tool when it comes to deciding what your topic should be for a research paper. We've created this guide for use with students.
Prompt Engineering for ChatGPT - Coursera course by Dr. Jules White, Vanderbilt University.
Three ways to leverage ChatGPT and other generative AI in research - Times Higher Education
Ideas for using ChatGPT for (1) to determine a hypothesis or question; (2) research method: follow an accepted research method or invent a new method or algorithm to conduct an investigation that resolves or answers the question; and (3) research output: formulate, evaluate, and document the solution to enable further research.
From The University of Ariziona Libraries AI Literacy in the Age of ChatGPT Guide
Generate Topics for Your Research Paper with ChatGPT - a guide for students from the University of Arizona Libraries. ChatGPT can be a useful tool when it comes to deciding what your topic should be for a research paper. We've created this guide for use with students.
UA Guidelines for Syllabus Statements About Generative AI - PDF Document - this is an example of Policy guidelines for Generative AI in higher education settings.
Why Does chatGPT make up fake academic papers? (David Smerdon, University of QLD on Twitter [X] thread, 2023) - a very good explanation.
Brief Tutorials from the University of Arizona Libraries:
Prompt Engineering for ChatGPT - Coursera course by Dr. Jules White, Vanderbilt University.