ChatGPT in Research: Variable Extraction and Researcher Protection in the Context of Child Sexual Abuse (87814)

Session Information: AI in Education
Session Chair: Noreen Naranjos Velazquez

Saturday, 16 November 2024 12:05
Session: Session 3
Room: Live-Stream Room 2
Presentation Type:Live-Stream Presentation

All presentation times are UTC + 1 (+01:00)

In the context of research on childhood sexual abuse, researchers face significant challenges due to the emotionally distressing nature of sensitive data (Williamson et al., 2020). The use of ChatGPT (OpenAI, 2023) offers valuable support in this area. This artificial intelligence (AI) tool facilitates efficient data processing while maintaining emotional distance by converting qualitative content into quantifiable formats. This approach not only aids in statistical analysis but also reduces the emotional burden on researchers (van Manen, 2023). The inter-coder reliability of this method has been evaluated and largely confirmed in various forms (Naranjos Velazquez, 2024; Naranjos Velazquez, in press). In a comparative study, the results of AI models ChatGPT 3.5, ChatGPT 4, and ChatGPT 4o were analyzed. Increased consistency was observed beginning with the ChatGPT 4 model, further highlighting the reliability of ChatGPT in processing sensitive information. This presentation explores the ethical and practical implications of AI use in research and discusses the limitations of this AI tool (Naranjos Velazquez, in press).

Authors:
Noreen Naranjos Velazquez, IU International University of Applied Sciences, Germany


About the Presenter(s)
Dr. Noreen Naranjos Velazquez is currently a Professor of Social Work at the International University of Applied Sciences, Rostock, Germany.

Connect on Linkedin
https://de.linkedin.com/in/prof-dr-phil-noreen-naranjos-velazquez-6b8903262

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Posted by Clive Staples Lewis

Last updated: 2023-02-23 23:45:00