Have we been asking the right questions when assessing response inhibition in go/no-go tasks with fMRI? A meta-analysis and critical review
Abstract
The popular go/no-go paradigm is supposed to ensure a reliable probing of response inhibition mechanisms. Functional magnetic resonance imaging (fMRI) studies have repeatedly found a large number of structures, usually including a right lateralized parieto-frontal network and the pre-supplementary motor area (pre-SMA). However, it is unlikely that all these regions are directly related to the mechanism that actively suppresses the motor command. Since most go/no-go designs involve complex stimulus identification/detection processes, these activations may rather reflect the engagement of different cognitive processes that are intrinsically related and quite difficult to disentangle. The current critical review is based on repeated meta-analyses of 30 go/no-go fMRI experiments using the Activation Likelihood Estimate method to contrast studies using simple vs. complex stimuli. The results show that most of the activity typically elicited by no-go signals, including pre-SMA hemodynamic response, is actually driven by the engagement of high attentional or working memory resources, not by inhibitory processes per se. Implications for current methods and theories of inhibitory control are discussed, and new lines of inquiry are proposed.
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Prior work has shown that the precise neural correlates of inhibitory control depend on the extent to which different subprocesses of inhibitory control are engaged by different task demands.
“Prior work has shown that the precise neural correlates of inhibitory control depend on the extent to which different subprocesses of inhibitory control are engaged by different task demands (Criaud and Boulinguez, 2013, Hung et al., 2018, Sebastian et al., 2013, Zhang et al., 2017).”
From Inhibitory control in obsessive compulsive disorder: a systematic review and activation likelihood estimation meta-analysis of functional magnetic resonance imaging studies (2022) · cites this paper as Criaud and Boulinguez, 2013
Previous meta-analyses are limited in that they focus on a single subcategory of response inhibition, include a small sample size, fail to compare subcategories directly, or use a less reliable version of GingerALE.
“These studies are limited, however, in that they focus on a single subcategory of response inhibition (e.g., action withholding using the Go/NoGo task only in Simmonds et al. 2008), included a small sample size (Criaud and Boulinguez 2013; Simmonds et al. 2008; Buchsbaum et al. 2005), failed to compare subcategories directly (Nee et al. 2007), or used a less reliable version of GingerALE (Eickhoff”
From Large-scale functional neural network correlates of response inhibition: an fMRI meta-analysis (2017) · cites this paper as Criaud and Boulinguez 2013
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References 149 · Cited by 368
- Authors
- Criaud, M., & Boulinguez, P.
- Affiliations
- Lyon 1 Université (FR)
- Corresponding author
- Boulinguez, Philippe
- Venue
- Neuroscience & Biobehavioral Reviews
- Publisher
- Elsevier BV
- Published
- 2013-01
- Volume
- 37
- Issue
- 1
- Pages
- 11-23
- ISSN
- 0149-7634 (ISSN-L)
- OpenAlex
- W2026920081
- Cited by
- 368
- References
- 149
- Citations by year
- 2026: 12 · 2025: 29 · 2024: 26 · 2023: 27 · 2022: 33 · 2021: 23 · 2020: 34 · 2019: 33 · 2018: 26 · 2017: 35 · 2016: 34 · 2015: 27 · 2014: 23 · 2013: 5
- FWCI
- 1.39
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Neuroscience & Biobehavioral Reviews (publishedVersion)
- PubMed (publishedVersion)
- Funders
- Agence Nationale de la Recherche
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Life Sciences › Neuroscience › Cognitive Neuroscience › Free Will and Agency
- Keywords
- response inhibition, go/no-go task, inhibitory control, pre-supplementary motor area, parieto-frontal network, attention, working memory, stimulus identification, hemodynamic response
- MeSH terms
- Attention, Brain Mapping, Cognition, Discrimination, Psychological, Frontal Lobe, Humans, Magnetic Resonance Imaging, Memory, Short-Term, Neural Inhibition, Neural Pathways, Parietal Lobe, Psychomotor Performance, Likelihood Functions
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