An Economist’s Guide to Teaching Students about and with ChatGPT and other Large Language Models

Using AI to Generate and Refine Case Studies for Economics Education (Byrd)
May 8, 2025

The optimal teaching strategies with ChatGPT and other large language models (LLMs) depend upon a basic understanding of how artificial neural networks operate, which is provided in the first section. Then ChatGPT’s capabilities are discussed with respect to grading, providing feedback, and acting as a tutor. I then show examples of the difficulties it has solving certain math and algebra problems relevant to economics pedagogy. I conclude with strategies for integrating ChatGPT into student study flows.


by Sean M Flynn

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Flynn, S. (2025). An Economist’s Guide to Teaching Students about and with ChatGPT and other Large Language Models. Journal of Economics Teaching, 10(4), 244-263. DOI: 10.58311/jeconteach/371761c0e44b6b2b3bbd9d191586060f68a16780


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