Preprints
Fox C. A., McDonogh A., Donegan K. R., Hanlon A., Gallagher E., Rouault M. and Gillan C. M. (2023) Reliable, rapid, and remote measurement of metacognitive bias. under revision [preprint]
Lee J. K., Rouault M. and Wyart V. (2023) Compulsivity is linked to maladaptive choice variability but unaltered reinforcement learning under uncertainty. under revision [preprint]
Lee D., Bénon J., Hopper W., Verdeil M., Pessiglione M., Vinckier F., Bouret S., Rouault M., Lebouc R., Pezzulo G., Schreiweis C., Burguière E. & Daunizeau J. (2023) The online metacognitive control of decisions. under revision [preprint]
El Zein, M., Rouault M., Wurzer, D., Haggard, P., and Deroy, O. (2023) What inclines us towards collective decisions. Pre-registered report at Open Research Europe [pdf]
Publications in international peer-reviewed journals
Lopez-Persem, A.*, Rouault M.*, & Volle E.* (2023) Conceptual promises and mechanistic challenges of the Creative Metacognition framework: Comment on" A systematic framework of creative metacognition" by I. Lebuda and M. Benedek. Physics of Life Reviews, 47, 273-275. [pdf]
Hoven M., Rouault M., Luigjes J., and van Holst R. (2023) Differences in metacognitive functioning between obsessive-compulsive disorder patients and highly compulsive individuals from the general population. Psychological Medicine, in press [pdf]
Rouault M., Pereira I., Galioulline H., Fleming, S. M., Stephan K. E. & Manjaly Z. M. (2023) Interoceptive and metacognitive facets of fatigue in multiple sclerosis. European Journal of Neuroscience [pdf]
Lakhlifi C., Lejeune F.X., Rouault M., Khamassi M., and Rohaut B. (2023). Illusion of knowledge in statistics among clinicians: evaluating the alignment between objective accuracy and subjective confidence, an online survey. Cognitive Research: Principles and Implications [pdf]
Hoven M., Denys D., Luigjes J., Rouault M. and van Holst R. (2023) How do confidence and self-beliefs relate in psychopathology: a transdiagnostic approach. Nature Mental Health, in press [pdf]
Lee J. K., Rouault M. and Wyart V. (2023) Adaptive tuning of human learning and choice variability to unexpected uncertainty. Science Advances [pdf] [article]
Rouault M., Weiss A., Lee J. K., Drugowitsch J., Chambon V.* and Wyart V.* (2022) Controllability reveals defining features of information seeking. eLife [pdf] [communiqué de presse] *co-senior authors
Rouault M.*, Will G.-J.*, Fleming S. M. and Dolan R. J. (2022) Low self-esteem and the formation of global self-performance estimates in emerging adulthood. Translational Psychiatry 12(1); 1-10 [pdf] *equal contribution
Rouault M.*, Lebreton M.*, and Pessiglione M. (2022) A shared brain system forming confidence judgment across cognitive domains. Cerebral Cortex [pdf] *equal contribution
Rahnev, D., Balsdon, T., Charles, L., ..., Rouault M., ..., & Zylberberg, A. (2022). Consensus goals for the field of visual metacognition. Perspectives in Psychological Science [pdf]
Seow T.*, Rouault M.*, Gillan C.M. and Fleming S.M. (2021). Reply to: Metacognition, Adaptation and Mental Health. Biological Psychiatry [pdf] *equal contribution
Seow T.*, Rouault M.*, Gillan C.M. and Fleming S.M. (2021). How local and global metacognition shape mental health. Biological Psychiatry [pdf] *equal contribution
Rouault M. and Fleming S. M. (2020) Formation of global self-beliefs in the human brain. Proceedings of the National Academy of Sciences, 117(44), 27268-27276. [pdf] [github]
Rahnev D., Desender K., Lee A. L. F., ... Rouault M., ... (2020). The confidence database. Nature Human Behaviour. 4(3), 317-325. doi:10.1038/s41562-019-0813-1 [pdf] [OSF]
Rouault M., Dayan P. and Fleming S. M. (2019) Forming global beliefs about self-performance from local confidence. Nature Communications, 10:1141. doi.org/10.1038/s41467-019-09075-3 [pdf] [Behind the paper blog post] [UCL press release] [github]
Rouault M., Drugowitsch J. and Koechlin E. (2019) Prefrontal mechanisms combining rewards and beliefs in human decision-making. Nature Communications 10(1), 301 [pdf]
Rouault M.*, Seow T.*, Gillan C.M. and Fleming S.M. (2018). Psychiatric symptom dimensions are associated with dissociable shifts in metacognition but not task performance. Biological Psychiatry, S0006-3223(18)30029-5. doi:10.1016/j.biopsych.2017.12.017 [pdf] [digest] [github] *equal contribution
Rouault M. and Koechlin E. (2018). Prefrontal function and cognitive control: from action to language. Current Opinion in Behavioral Sciences, 21:106-111. doi:10.1016/j.cobeha.2018.03.008 [pdf]
Rouault M., McWilliams A., Allen M., Fleming S.M. (2018) Human metacognition across domains: insights from individual differences and neuroimaging. Personality Neuroscience, Vol 1: e17, 1-13. doi:10.1017/pen.2018.16 [pdf] [github]
Barbalat G., Rouault M., Bazargani N., Shergill S. and Blakemore S.-J. (2012). The influence of prior expectations on facial expression discrimination in schizophrenia. Psychological Medicine 12:1-11 doi:10.1017/S0033291712000384 [pdf]
Book chapter
Rouault M., Decision and Learning. Book Chapter in La cognition : du neurone à la société. Editions Gallimard, Folio essais, April 2018. [in French]
PhD Thesis
Rouault M. Integration of beliefs and affective values in human decision-making. Defended on September 22, 2015, summa cum laude. [pdf]
Fox C. A., McDonogh A., Donegan K. R., Hanlon A., Gallagher E., Rouault M. and Gillan C. M. (2023) Reliable, rapid, and remote measurement of metacognitive bias. under revision [preprint]
Lee J. K., Rouault M. and Wyart V. (2023) Compulsivity is linked to maladaptive choice variability but unaltered reinforcement learning under uncertainty. under revision [preprint]
Lee D., Bénon J., Hopper W., Verdeil M., Pessiglione M., Vinckier F., Bouret S., Rouault M., Lebouc R., Pezzulo G., Schreiweis C., Burguière E. & Daunizeau J. (2023) The online metacognitive control of decisions. under revision [preprint]
El Zein, M., Rouault M., Wurzer, D., Haggard, P., and Deroy, O. (2023) What inclines us towards collective decisions. Pre-registered report at Open Research Europe [pdf]
Publications in international peer-reviewed journals
Lopez-Persem, A.*, Rouault M.*, & Volle E.* (2023) Conceptual promises and mechanistic challenges of the Creative Metacognition framework: Comment on" A systematic framework of creative metacognition" by I. Lebuda and M. Benedek. Physics of Life Reviews, 47, 273-275. [pdf]
Hoven M., Rouault M., Luigjes J., and van Holst R. (2023) Differences in metacognitive functioning between obsessive-compulsive disorder patients and highly compulsive individuals from the general population. Psychological Medicine, in press [pdf]
Rouault M., Pereira I., Galioulline H., Fleming, S. M., Stephan K. E. & Manjaly Z. M. (2023) Interoceptive and metacognitive facets of fatigue in multiple sclerosis. European Journal of Neuroscience [pdf]
Lakhlifi C., Lejeune F.X., Rouault M., Khamassi M., and Rohaut B. (2023). Illusion of knowledge in statistics among clinicians: evaluating the alignment between objective accuracy and subjective confidence, an online survey. Cognitive Research: Principles and Implications [pdf]
Hoven M., Denys D., Luigjes J., Rouault M. and van Holst R. (2023) How do confidence and self-beliefs relate in psychopathology: a transdiagnostic approach. Nature Mental Health, in press [pdf]
Lee J. K., Rouault M. and Wyart V. (2023) Adaptive tuning of human learning and choice variability to unexpected uncertainty. Science Advances [pdf] [article]
Rouault M., Weiss A., Lee J. K., Drugowitsch J., Chambon V.* and Wyart V.* (2022) Controllability reveals defining features of information seeking. eLife [pdf] [communiqué de presse] *co-senior authors
Rouault M.*, Will G.-J.*, Fleming S. M. and Dolan R. J. (2022) Low self-esteem and the formation of global self-performance estimates in emerging adulthood. Translational Psychiatry 12(1); 1-10 [pdf] *equal contribution
Rouault M.*, Lebreton M.*, and Pessiglione M. (2022) A shared brain system forming confidence judgment across cognitive domains. Cerebral Cortex [pdf] *equal contribution
Rahnev, D., Balsdon, T., Charles, L., ..., Rouault M., ..., & Zylberberg, A. (2022). Consensus goals for the field of visual metacognition. Perspectives in Psychological Science [pdf]
Seow T.*, Rouault M.*, Gillan C.M. and Fleming S.M. (2021). Reply to: Metacognition, Adaptation and Mental Health. Biological Psychiatry [pdf] *equal contribution
Seow T.*, Rouault M.*, Gillan C.M. and Fleming S.M. (2021). How local and global metacognition shape mental health. Biological Psychiatry [pdf] *equal contribution
Rouault M. and Fleming S. M. (2020) Formation of global self-beliefs in the human brain. Proceedings of the National Academy of Sciences, 117(44), 27268-27276. [pdf] [github]
Rahnev D., Desender K., Lee A. L. F., ... Rouault M., ... (2020). The confidence database. Nature Human Behaviour. 4(3), 317-325. doi:10.1038/s41562-019-0813-1 [pdf] [OSF]
Rouault M., Dayan P. and Fleming S. M. (2019) Forming global beliefs about self-performance from local confidence. Nature Communications, 10:1141. doi.org/10.1038/s41467-019-09075-3 [pdf] [Behind the paper blog post] [UCL press release] [github]
Rouault M., Drugowitsch J. and Koechlin E. (2019) Prefrontal mechanisms combining rewards and beliefs in human decision-making. Nature Communications 10(1), 301 [pdf]
Rouault M.*, Seow T.*, Gillan C.M. and Fleming S.M. (2018). Psychiatric symptom dimensions are associated with dissociable shifts in metacognition but not task performance. Biological Psychiatry, S0006-3223(18)30029-5. doi:10.1016/j.biopsych.2017.12.017 [pdf] [digest] [github] *equal contribution
Rouault M. and Koechlin E. (2018). Prefrontal function and cognitive control: from action to language. Current Opinion in Behavioral Sciences, 21:106-111. doi:10.1016/j.cobeha.2018.03.008 [pdf]
Rouault M., McWilliams A., Allen M., Fleming S.M. (2018) Human metacognition across domains: insights from individual differences and neuroimaging. Personality Neuroscience, Vol 1: e17, 1-13. doi:10.1017/pen.2018.16 [pdf] [github]
Barbalat G., Rouault M., Bazargani N., Shergill S. and Blakemore S.-J. (2012). The influence of prior expectations on facial expression discrimination in schizophrenia. Psychological Medicine 12:1-11 doi:10.1017/S0033291712000384 [pdf]
Book chapter
Rouault M., Decision and Learning. Book Chapter in La cognition : du neurone à la société. Editions Gallimard, Folio essais, April 2018. [in French]
PhD Thesis
Rouault M. Integration of beliefs and affective values in human decision-making. Defended on September 22, 2015, summa cum laude. [pdf]