Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method

Joonathan Laato, Matti Mäntymäki, Bastian Kordyaka, Samuli Laato

Research output: Chapter in Book/Conference proceeding › Published conference proceeding › Scientific › peer-review

Original language	English
Title of host publication	AMCIS 2025 Proceedings
Publisher	AIS Electronic Library (AISeL)
Publication status	Accepted/In press - 2025
MoE publication type	A4 Article in a conference publication
Event	2025 Americas Conference on Information Systems - Montréal, Montréal, Canada Duration: 14 Aug 2025 → 16 Aug 2025

Conference	2025 Americas Conference on Information Systems
Abbreviated title	AMCIS
Country/Territory	Canada
City	Montréal
Period	14/08/25 → 16/08/25

Cite this

@inproceedings{1a82d9242f654e58bdce05859966a211,

title = "Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method",

author = "Joonathan Laato and Matti M{\"a}ntym{\"a}ki and Bastian Kordyaka and Samuli Laato",

year = "2025",

language = "English",

booktitle = "AMCIS 2025 Proceedings",

publisher = "AIS Electronic Library (AISeL)",

note = "2025 Americas Conference on Information Systems, AMCIS ; Conference date: 14-08-2025 Through 16-08-2025",

}

TY - GEN

T1 - Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method

AU - Laato, Joonathan

AU - Mäntymäki, Matti

AU - Kordyaka, Bastian

AU - Laato, Samuli

PY - 2025

Y1 - 2025

M3 - Published conference proceeding

BT - AMCIS 2025 Proceedings

PB - AIS Electronic Library (AISeL)

T2 - 2025 Americas Conference on Information Systems

Y2 - 14 August 2025 through 16 August 2025

ER -