Assessing the Reliability of Large Language Models for Deductive Qualitative Coding: A Comparative Intervention Study with ChatGPT
Sign Up to like & getrecommendations! Published in 2025 at "Proceedings of the Association for Information Science and Technology"
DOI: 10.1002/pra2.1255
Abstract: In this study we investigate the use of large language models (LLMs), specifically ChatGPT, for structured deductive qualitative coding. While most current research emphasizes inductive coding applications, we address the underexplored potential of LLMs to… read more here.
Keywords: large language; qualitative coding; reliability; language ... See more keywords
Integrating Human Patterns of Qualitative Coding with Machine Learning: A Pilot Study Involving Technology-Induced Error Incident Reports
Sign Up to like & getrecommendations! Published in 2022 at "Studies in health technology and informatics"
DOI: 10.3233/shti220716
Abstract: The objective of this research was to develop a reproducible method of integrating human patterns of qualitative coding with machine learning. The application of qualitative codes from the technology-induced error and safety literatures to the… read more here.
Keywords: human patterns; integrating human; technology; patterns qualitative ... See more keywords