Why Am I Learning This? Students Discovering the Usefulness of General Chemistry to Their Career Interests via ChatGPT

This activity presents an assignment designed to help general chemistry students connect course content to their individual career interests by incorporating interactions with ChatGPT. Students are provided with structured prompts to interact with ChatGPT to learn, reflect, and verify how a chemistry topic is relevant to their career interest. The assignment was administered to first-semester general chemistry students in an experimental design. Although no statistically significant difference was found on students’ perceptions of the utility of chemistry, more than 40 unique job pathways were explored by students using ChatGPT and ChatGPT had a success rate of about 80% in providing students with relevant scholarly article links. The majority of students would like to see a similar assignment in future classes and found the assignments engaging and helpful for understanding how chemistry topics apply to their future careers. Suggested adaptations of the assignment are also presented including increasing the interactivity between students and ChatGPT, further exploring scholarly articles with the help of ChatGPT, and exploring other dimensions of utility beyond career-readiness.

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Publication Details

Journal
Journal of Chemical Education
Published
2025-11-20
DOI
https://doi.org/10.1021/acs.jchemed.5c01178
Citations
1
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.65
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article

Why Am I Learning This? Students Discovering the Usefulness of General Chemistry to Their Career Interests via ChatGPT

Scott E. Lewis, Pallavi Nayyar
1 citations
Journal of Chemical Education
Artificial Intelligence in Healthcare and Education
0.65
article

Why Am I Learning This? Students Discovering the Usefulness of General Chemistry to Their Career Interests via ChatGPT

Scott E. Lewis, Pallavi Nayyar
article en
1 citations

Abstract

This activity presents an assignment designed to help general chemistry students connect course content to their individual career interests by incorporating interactions with ChatGPT. Students are provided with structured prompts to interact with ChatGPT to learn, reflect, and verify how a chemistry topic is relevant to their career interest. The assignment was administered to first-semester general chemistry students in an experimental design. Although no statistically significant difference was found on students’ perceptions of the utility of chemistry, more than 40 unique job pathways were explored by students using ChatGPT and ChatGPT had a success rate of about 80% in providing students with relevant scholarly article links. The majority of students would like to see a similar assignment in future classes and found the assignments engaging and helpful for understanding how chemistry topics apply to their future careers. Suggested adaptations of the assignment are also presented including increasing the interactivity between students and ChatGPT, further exploring scholarly articles with the help of ChatGPT, and exploring other dimensions of utility beyond career-readiness.

Journal of Chemical EducationVol. 102(12)
University of South Florida (US)
Openalex Percentile: Top 20%
Artificial Intelligence in Healthcare and Education
0.65
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Why Am I Learning This? Students Discovering the Usefulness of General Chemistry to Their Career Interests via ChatGPT — Scott E. Lewis, Pallavi Nayyar · Journal of Chemical Education (2025) | TGRS Research Map | TGRS