What does ChatGPT Know about Information Systems?

Large language models such as ChatGPT provide efficient access to a wealth of information. However, there are significant questions regarding the depth and quality of knowledge in any one domain. This paper focuses specifically on the information systems (IS) field and assesses ChatGPT’s knowledge. To analyze the extent and quality of information systems knowledge derived from queries to ChatGPT, we used over 3,000 queries from a broad range of exam and quiz questions. These queries were obtained from university courses and professional information system certification exams. The query topics are based on a framework for information systems education, with queries gathered from multiple faculty members at different universities. The results of querying ChatGPT with these questions find that ChatGPT can answer 65% to 85% of information systems queries successfully, across each of the areas of the framework. ChatGPT performed well on essay, true/false and multiple choice questions, with no statistical difference between its success rate on multiple choice and true/false questions. We conclude that ChatGPT tends to perform approximately at the level of an average student, but may not perform at a level sufficient to pass certain professional exams. ChatGPT’s knowledge is very broad, covering virtually all areas of the information systems knowledge we identified, but not at an expert level.

Publication Details

Journal
DigitalCommons - Kennesaw State University (Kennesaw State University)
Published
2025-02-05
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
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article

What does ChatGPT Know about Information Systems?

DigitalCommons - Kennesaw State University (Kennesaw State University)
Artificial Intelligence in Healthcare and Education
article

What does ChatGPT Know about Information Systems?

article en

Abstract

Large language models such as ChatGPT provide efficient access to a wealth of information. However, there are significant questions regarding the depth and quality of knowledge in any one domain. This paper focuses specifically on the information systems (IS) field and assesses ChatGPT’s knowledge. To analyze the extent and quality of information systems knowledge derived from queries to ChatGPT, we used over 3,000 queries from a broad range of exam and quiz questions. These queries were obtained from university courses and professional information system certification exams. The query topics are based on a framework for information systems education, with queries gathered from multiple faculty members at different universities. The results of querying ChatGPT with these questions find that ChatGPT can answer 65% to 85% of information systems queries successfully, across each of the areas of the framework. ChatGPT performed well on essay, true/false and multiple choice questions, with no statistical difference between its success rate on multiple choice and true/false questions. We conclude that ChatGPT tends to perform approximately at the level of an average student, but may not perform at a level sufficient to pass certain professional exams. ChatGPT’s knowledge is very broad, covering virtually all areas of the information systems knowledge we identified, but not at an expert level.

DigitalCommons - Kennesaw State University (Kennesaw State University)
Quality Education
Openalex Percentile: Top 53%
Artificial Intelligence in Healthcare and Education
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What does ChatGPT Know about Information Systems? · DigitalCommons - Kennesaw State University (Kennesaw State University) (2025) | TGRS Research Map | TGRS