A reporting checklist for large language models in behavioural science
Feuerriegel, Stefan Barrie, Christopher Crockett, MJ Globig, Laura K McLoughlin, Killian L Mirea, Dan-Mircea Spirling, Arthur Yang, Diyi Althoff, Tim Antoniak, Maria
Feuerriegel, Stefan
Barrie, Christopher
Crockett, MJ
Globig, Laura K
McLoughlin, Killian L
Mirea, Dan-Mircea
Spirling, Arthur
Yang, Diyi
Althoff, Tim
Antoniak, Maria
Author
Feuerriegel, Stefan
Barrie, Christopher
Crockett, MJ
Globig, Laura K
McLoughlin, Killian L
Mirea, Dan-Mircea
Spirling, Arthur
Yang, Diyi
Althoff, Tim
Antoniak, Maria
Argyle, Lisa P
Ashokkumar, Ashwini
Atari, Mohammad
Bailey, Hannah
Bauer, Kevin
Bhatt, Umang
Chai, Yidong
Chakraborty, Tanmoy
Chandra, Yanto
Chen, Huimin
Daumé, Hal
De Francisci Morales, Gianmarco
Dehghani, Morteza
Dillion, Danica
Eichstaedt, Johannes C
Forster, Kerstin
Geissler, Dominique
Gray, Kurt
Griffiths, Thomas L
Jochen, Hartmann
Hauser, Oliver P
He, James K
Hemrajani, Rahul
Holzmeister, Felix
Hwang, Angel Hsing-Chi
Hu, Tiancheng
Ivanova, Anna A
Köbis, Nils
Kyrychenko, Yara
Lakkaraju, Himabindu
Liu, Jia
Maarouf, Abdurahman
Maier, Sebastian
Meincke, Lennart
Mihalcea, Rada
Mittelstadt, Brent
Mohammad, Saif M
Naaman, Mor
Netzer, Oded
Oh, Alice
Ong, Desmond C
Pierri, Francesco
Plank, Barbara
Rahwan, Iyad
Rahwan, Talal
Rao, Pooja SB
Robertson, Claire E
Rothschild, David M
Salganik, Matthew J
Schulz, Eric
Shah, Chirag
Shrestha, Yash Raj
Shutova, Ekaterina
Siegel, Alexandra A
Simchon, Almog
Sun, Huan
Toetzke, Malte
Van Bavel, Jay J
Vaccaro, Michelle
Wortman Vaughan, Jennifer
Vayena, Effy
Vaz-de-Melo, Pedro OS
Vecchione, Briana
Wang, Angelina
West, Robert
Willer, Robb
Wulff, Dirk U
Zhang, Renwen
Zhang, Simone
Rathje, Steve
Horta Ribeiro, Manoel
Barrie, Christopher
Crockett, MJ
Globig, Laura K
McLoughlin, Killian L
Mirea, Dan-Mircea
Spirling, Arthur
Yang, Diyi
Althoff, Tim
Antoniak, Maria
Argyle, Lisa P
Ashokkumar, Ashwini
Atari, Mohammad
Bailey, Hannah
Bauer, Kevin
Bhatt, Umang
Chai, Yidong
Chakraborty, Tanmoy
Chandra, Yanto
Chen, Huimin
Daumé, Hal
De Francisci Morales, Gianmarco
Dehghani, Morteza
Dillion, Danica
Eichstaedt, Johannes C
Forster, Kerstin
Geissler, Dominique
Gray, Kurt
Griffiths, Thomas L
Jochen, Hartmann
Hauser, Oliver P
He, James K
Hemrajani, Rahul
Holzmeister, Felix
Hwang, Angel Hsing-Chi
Hu, Tiancheng
Ivanova, Anna A
Köbis, Nils
Kyrychenko, Yara
Lakkaraju, Himabindu
Liu, Jia
Maarouf, Abdurahman
Maier, Sebastian
Meincke, Lennart
Mihalcea, Rada
Mittelstadt, Brent
Mohammad, Saif M
Naaman, Mor
Netzer, Oded
Oh, Alice
Ong, Desmond C
Pierri, Francesco
Plank, Barbara
Rahwan, Iyad
Rahwan, Talal
Rao, Pooja SB
Robertson, Claire E
Rothschild, David M
Salganik, Matthew J
Schulz, Eric
Shah, Chirag
Shrestha, Yash Raj
Shutova, Ekaterina
Siegel, Alexandra A
Simchon, Almog
Sun, Huan
Toetzke, Malte
Van Bavel, Jay J
Vaccaro, Michelle
Wortman Vaughan, Jennifer
Vayena, Effy
Vaz-de-Melo, Pedro OS
Vecchione, Briana
Wang, Angelina
West, Robert
Willer, Robb
Wulff, Dirk U
Zhang, Renwen
Zhang, Simone
Rathje, Steve
Horta Ribeiro, Manoel
Supervisor
Department
Machine Learning
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Type
Journal article
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Language
English
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Research Projects
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Abstract
Large language models offer new opportunities for behavioural science, but their rapid evolution poses challenges for research rigour. We introduce a consensus-based reporting checklist to improve transparency, reproducibility and ethical accountability of large-language-model-based research in the behavioural sciences.
Citation
S. Feuerriegel, C. Barrie, M.J. Crockett, L.K. Globig, K.L. McLoughlin, D.-M. Mirea , et al., "A reporting checklist for large language models in behavioural science," Nature Human Behaviour, pp. 1-5, 2026, https://doi.org/10.1038/s41562-026-02492-7.
Source
Nature Human Behaviour
Conference
Keywords
52 Psychology, 5204 Cognitive and Computational Psychology
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Source
Publisher
Springer Nature