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

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

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Original language	English
Title of host publication	AMCIS 2025 : Proceedings of the 31st Americas Conference on Information Systems
Publisher	AIS Electronic Library (AISeL)
Publication status	Published - Aug 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

Name	AMCIS proceedings
ISSN (Electronic)	3066-876X

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

Access to Document

Laato, J., Mäntymäki, M., Kordyaka, B., & Laato, S. (2025). Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method. In AMCIS 2025 : Proceedings of the 31st Americas Conference on Information Systems Article 2130 ( AMCIS proceedings ). AIS Electronic Library (AISeL). https://authorconnect.aisnet.org/conferences/AMCIS2025/papers/2130

@inproceedings{1a82d9242f654e58bdce05859966a211,

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

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

year = "2025",

month = aug,

language = "English",

series = " AMCIS proceedings ",

publisher = "AIS Electronic Library (AISeL)",

booktitle = "AMCIS 2025 : Proceedings of the 31st Americas Conference on Information Systems",

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

}

Laato, J, Mäntymäki, M, Kordyaka, B & Laato, S 2025, Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method. in AMCIS 2025 : Proceedings of the 31st Americas Conference on Information Systems., 2130, AMCIS proceedings , AIS Electronic Library (AISeL), 2025 Americas Conference on Information Systems, Montréal, Canada, 14/08/25. <https://authorconnect.aisnet.org/conferences/AMCIS2025/papers/2130>

Automating Qualitative Data Analysis with Chain-of-Thought Reasoning Models: A Study with the Gioia Method. / Laato, Joonatan; Mäntymäki, Matti ; Kordyaka, Bastian et al.
AMCIS 2025 : Proceedings of the 31st Americas Conference on Information Systems. AIS Electronic Library (AISeL), 2025. 2130 ( AMCIS proceedings ).

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

TY - GEN

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

AU - Laato, Joonatan

AU - Mäntymäki, Matti

AU - Kordyaka, Bastian

AU - Laato, Samuli

PY - 2025/8

Y1 - 2025/8

M3 - Published conference proceeding

T3 - AMCIS proceedings

BT - AMCIS 2025 : Proceedings of the 31st Americas Conference on Information Systems

PB - AIS Electronic Library (AISeL)

T2 - 2025 Americas Conference on Information Systems

Y2 - 14 August 2025 through 16 August 2025

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