Development and introduction of a document disclosing AI-use: exploring self-reported student rationales for artificial intelligence use in coursework: a brief research report
Louisiana State University
How they used Delve
An instructor at Louisiana State University used Delve to code 34 students' AI disclosure forms, sorting, storing and retrieving the responses to build four themes about why students reach for AI in their coursework: verification, immediate academic aid, procrastination, and material obstacles.
“The responses on the documents were coded by the author using Delve, an online qualitative data analysis software (Delve was used to sort, store, and retrieve data during analysis) (Delve, 2025).”
- Field
- Higher education / student AI use, disclosure and AI literacy
- Data
- Mandatory AI disclosure forms from 34 consented students in a general chemistry and citizen science honors course, each documenting the AI tool used, the purpose, the assignment context and the perceived outcome
- Approach
- Qualitative document analysis of student disclosure forms, coded by the sole author; credibility supported by prolonged engagement, memo notes and analytic reflections on positionality, and triangulation with course materials
- Data types
- Documents
Abstract
This brief research report presents exploratory findings from a study examining student-use of a mandatory artificial intelligence (AI) disclosure form in a general chemistry and citizen science honors course. Students documented every instance of AI use, describing the AI tool utilized, their purpose, the context of the assignment and their perceived outcomes. Originally created as a practical solution, the form aligns retrospectively with established frameworks in AI Literacy, Digital Ethics, Universal Design for Learning (UDL), and Metacognitive Reasoning. Qualitative analysis of responses identified major themes: verification, immediate academic aid, procrastination, and material obstacles. Findings underscore the disclosure form’s potential as a pedagogical tool, fostering transparency, ethical engagement, and self-regulation. The author proposes broader adoption of the form as a replicable strategy for instructors integrating AI in the classroom and advocates for exposing students to literacy in AI, ethics, and intellectual property.
Citation
Jennifer García Ramos (2025). Development and introduction of a document disclosing AI-use: exploring self-reported student rationales for artificial intelligence use in coursework: a brief research report. Frontiers in Education. https://doi.org/10.3389/feduc.2025.1654805