Post-decision wagering objectively measures awareness
Abstract
The lack of an accepted measure of awareness has made claims that accurate decisions can be made without awareness controversial. Here we introduce a new objective measure of awareness, post-decision wagering. We show that participants fail to maximize cash earnings by wagering high following correct decisions in blindsight, the Iowa gambling task and an artificial grammar task. This demonstrates, without the uncertainties associated with the conventional subjective measures of awareness (verbal reports and confidence ratings), that the participants were not aware that their decisions were correct. Post-decision wagering may be used to study the neural correlates of consciousness.
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The task design ensured that the monkey made a decision about motion direction on each trial.
“The task design, a form of post-decision wagering (26–28), ensured that the monkey made a decision about motion direction on each trial.”
From Representation of Confidence Associated with a Decision by Neurons in the Parietal Cortex (2009) · cites this paper as [26]
Cites
(1994) · DigitalGeorgetown (Georgetown University Library) · Cited by 10,542 · see citing works
Insensitivity to future consequences following damage to human prefrontal cortex
Bechara, A., Damasio, A. R., Damasio, H., & Anderson, S. W. (1994) · Cognition · doi:10.1016/0010-0277(94)90018-3 · Cited by 6,128 · see citing works
Deciding advantageously before knowing the advantageous strategy
Bechara, A., Damasio, H., Tranel, D., & Damasio, A. R. (1997) · Science · doi:10.1126/science.275.5304.1293 · Cited by 3,547 · see citing works
Crick, F., & Koch, C. (2003) · Nature Neuroscience · doi:10.1038/nn0203-119 · Cited by 1,492 · see citing works
Characteristics of dissociable human learning systems
Shanks, D. R., & St. John, M. F. (1994) · Behavioral and Brain Sciences · doi:10.1017/s0140525x00035032 · Cited by 1,163 · see citing works
Descartes' Error: Emotion, Reason and the Human Brain
Spence, S. (1995) · BMJ · doi:10.1136/bmj.310.6988.1213 · Cited by 731 · see citing works
Implicit learning: news from the front
Cleeremans, A., Destrebecqz, A., & Boyer, M. (1998) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(98)01232-7 · Cited by 658 · see citing works
Maia, T. V., & McClelland, J. L. (2004) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0406666101 · Cited by 541 · see citing works
Transfer of syntactic structure in synthetic languages.
Reber, A. (1969) · Journal of Experimental Psychology · doi:10.1037/h0027454 · Cited by 400 · see citing works
Unconscious knowledge of artificial grammars is applied strategically.
Dienes, Z. P., Altmann, G. T. M., Kwan, L., & Goode, A. (1995) · Journal of Experimental Psychology Learning Memory and Cognition · doi:10.1037/0278-7393.21.5.1322 · Cited by 331 · see citing works
Measuring unconscious knowledge: distinguishing structural knowledge and judgment knowledge
Dienes, Z. P., & Scott, R. B. Y. (2005) · Psychological Research · doi:10.1007/s00426-004-0208-3 · Cited by 308 · see citing works
HUMAN VISUAL RESPONSES IN THE ABSENCE OF THE GENICULO-CALCARINE PROJECTION
Barbur, J. L., Ruddock, K. H., & Waterfield, V. A. (1980) · Brain · doi:10.1093/brain/103.4.905 · Cited by 283 · see citing works
Subjective measures of awareness and implicit cognition
Tunney, R. J., & Shanks, D. R. (2003) · Memory & Cognition · doi:10.3758/bf03196127 · Cited by 115 · see citing works
Visual discrimination of target displacement remains after damage to the striate cortex in humans
Blythe, I. M., Bromley, J. M., Kennard, C., et al. (1986) · Nature · doi:10.1038/320619a0 · Cited by 109 · see citing works
Spatial and temporal response properties of residual vision in a case of hemianopia
Barbur, J. L., Harlow, A. J., & Weiskrantz, L. (1994) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.1994.0018 · Cited by 85 · see citing works
Cowey, A. (2005) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2005.1658 · Cited by 75 · see citing works
Self-citationFACTORS AFFECTING VISUAL SENSITIVITY IN A HEMIANOPIC SUBJECT
Weiskrantz, L., Harlow, A. J., & Barbur, J. L. (1991) · Brain · doi:10.1093/brain/114.5.2269 · Cited by 65 · see citing works
Aware or Unaware: Assessment of Cortical Blindness in Four Men and a Monkey
Stoerig, P. (2002) · Cerebral Cortex · doi:10.1093/cercor/12.6.565 · Cited by 59 · see citing works
King, S. M., Azzopardi, P., Cowey, A., Oxbury, J. M., & Oxbury, S. (1996) · Visual Neuroscience · doi:10.1017/s0952523800007082 · Cited by 54 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
How do you feel — now? The anterior insula and human awareness
(Bud) Craig, A. D. (2009) · Nature Reviews Neuroscience · doi:10.1038/nrn2555 · Cited by 6,657 · see citing works
Experimental and theoretical approaches to conscious processing
Dehaene, S., & Changeux, J.-P. (2011) · Neuron · doi:10.1016/j.neuron.2011.03.018 · Cited by 2,573 · see citing works
The Social Brain: Neural Basis of Social Knowledge
Adolphs, R. (2009) · Annual Review of Psychology · doi:10.1146/annurev.psych.60.110707.163514 · Cited by 1,827 · see citing works
Consciousness, accessibility, and the mesh between psychology and neuroscience
Block, N. (2007) · Behavioral and Brain Sciences · doi:10.1017/s0140525x07002786 · Cited by 1,146 · see citing works
The structural basis of inter-individual differences in human behaviour and cognition
Kanai, R., & Rees, G. (2011) · Nature reviews. Neuroscience · doi:10.1038/nrn3000 · Cited by 1,055 · see citing works
Representation of Confidence Associated with a Decision by Neurons in the Parietal Cortex
Kiani, R., & Shadlen, M. N. (2009) · Science · doi:10.1126/science.1169405 · Cited by 1,027 · see citing works
Neural correlates, computation and behavioural impact of decision confidence
Kepecs, A., Uchida, N., Zariwala, H. A., & Mainen, Z. F. (2008) · Nature · doi:10.1038/nature07200 · Cited by 809 · see citing works
Consciousness without a cerebral cortex: A challenge for neuroscience and medicine
Merker, B. (2007) · Behavioral and Brain Sciences · doi:10.1017/s0140525x07000891 · Cited by 868 · see citing works
Consciousness: here, there and everywhere?
Tononi, G., & Koch, C. (2015) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2014.0167 · Cited by 811 · see citing works
The neural basis of metacognitive ability
Fleming, S. M., & Dolan, R. J. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2011.0417 · Cited by 747 · see citing works
Confidence and certainty: Distinct probabilistic quantities for different goals
Pouget, A., Drugowitsch, J., & Kepecs, A. (2016) · Nature Neuroscience · doi:10.1038/nn.4240 · Cited by 528 · see citing works
Conscious perception of errors and its relation to the anterior insula
Ullsperger, M., Harsay, H. A., Wessel, J. R., & Ridderinkhof, K. R. (2010) · Brain Structure and Function · doi:10.1007/s00429-010-0261-1 · Cited by 463 · see citing works
Measuring consciousness: relating behavioural and neurophysiological approaches
Seth, A. K., Dienes, Z., Cleeremans, A., Overgaard, M., & Pessoa, L. (2008) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2008.04.008 · Cited by 458 · see citing works
“to report weakly perceived stimuli [22]), PDW has been asserted to provide a ‘direct and objective’ measure of awareness [ 34 ].”
InfluentialRounis, E., Maniscalco, B., Rothwell, J. C., Passingham, R. E., & Lau, H. (2010) · Cognitive Neuroscience · doi:10.1080/17588921003632529 · Cited by 407 · see citing works
Prefrontal Contributions to Metacognition in Perceptual Decision Making
Fleming, S. M., Huijgen, J., & Dolan, R. J. (2012) · The Journal of Neuroscience · doi:10.1523/jneurosci.6489-11.2012 · Cited by 391 · see citing works
Confidence as Bayesian probability: From neural origins to behavior
Meyniel, F., Sigman, M., & Mainen, Z. F. (2015) · Neuron · doi:10.1016/j.neuron.2015.09.039 · Cited by 349 · see citing works
A computational framework for the study of confidence in humans and animals
Kepecs, A., & Mainen, Z. F. (2012) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2012.0037 · Cited by 305 · see citing works
Cowey, A. (2010) · Experimental Brain Research · doi:10.1007/s00221-009-1914-2 · Cited by 279 · see citing works
Self-citationThe subjective experience of emotion: a fearful view
LeDoux, J. E., & Hofmann, S. G. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2017.09.011 · Cited by 268 · see citing works
Responses of pulvinar neurons reflect a subject's confidence in visual categorization
Komura, Y., Nikkuni, A., Hirashima, N., Uetake, T., & Miyamoto, A. (2013) · Nature Neuroscience · doi:10.1038/nn.3393 · Cited by 226 · see citing works
Distinct brain mechanisms for conscious versus subliminal error detection
Charles, L., Van Opstal, F., Marti, S., & Dehaene, S. (2013) · NeuroImage · doi:10.1016/j.neuroimage.2013.01.054 · Cited by 208 · see citing works
Error awareness and the error-related negativity: evaluating the first decade of evidence
Wessel, J. R. (2012) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2012.00088 · Cited by 215 · see citing works
The study of animal metacognition
Smith, J. D. (2009) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2009.06.009 · Cited by 203 · see citing works
The Sense of Confidence during Probabilistic Learning: A Normative Account
Meyniel, F., Schlunegger, D., & Dehaene, S. (2015) · PLOS Computational Biology · doi:10.1371/journal.pcbi.1004305 · Cited by 163 · see citing works
Individual consistency in the accuracy and distribution of confidence judgments
Ais, J., Zylberberg, A., Barttfeld, P., & Sigman, M. (2016) · Cognition · doi:10.1016/j.cognition.2015.10.006 · Cited by 174 · see citing works
The radical plasticity thesis: How the brain learns to be conscious.
Cleeremans, A. (2011) · Frontiers in Psychology · doi:10.3389/fpsyg.2011.00086 · Cited by 170 · see citing works
Cortical activity is more stable when sensory stimuli are consciously perceived
Schurger, A., Sarigiannidis, I., Naccache, L., Sitt, J. D., & Dehaene, S. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418730112 · Cited by 155 · see citing works
Relating inter-individual differences in metacognitive performance on different perceptual tasks
Song, C., Kanai, R., Fleming, S. M., Weil, R. S., Schwarzkopf, D. S., & Rees, G. (2011) · Consciousness and Cognition · doi:10.1016/j.concog.2010.12.011 · Cited by 158 · see citing works
Measures of metacognition on signal-detection theoretic models
Barrett, A. B., Dienes, Z., & Seth, A. K. (2013) · Psychological Methods · doi:10.1037/a0033268 · Cited by 155 · see citing works
Comparing Bayesian and non-Bayesian accounts of human confidence reports
Adler, W. T., & Ma, W. J. (2018) · PLoS Computational Biology · doi:10.1371/journal.pcbi.1006572 · Cited by 118 · see citing works
Persaud, N., Davidson, M., Maniscalco, B., Mobbs, D., Passingham, R. E., Cowey, A., & Lau, H. (2011) · NeuroImage · doi:10.1016/j.neuroimage.2011.06.081 · Cited by 139 · see citing works
Self-citationCue combination in human spatial navigation
Chen, X., McNamara, T. P., Kelly, J. W., & Wolbers, T. (2017) · Cognitive Psychology · doi:10.1016/j.cogpsych.2017.04.003 · Cited by 122 · see citing works
Indicators and criteria of consciousness in animals and intelligent machines: an inside-out approach
Pennartz, C. M. A., Farisco, M., & Evers, K. (2019) · Frontiers in Systems Neuroscience · doi:10.3389/fnsys.2019.00025 · Cited by 121 · see citing works
Arousal-related adjustments of perceptual biases optimize perception in dynamic environments
Krishnamurthy, K., Nassar, M. R., Sarode, S., & Gold, J. I. (2017) · Nature Human Behaviour · doi:10.1038/s41562-017-0107 · Cited by 117 · see citing works
Know thyself: Metacognitive networks and measures of consciousness
Pasquali, A., Timmermans, B., & Cleeremans, A. (2010) · Cognition · doi:10.1016/j.cognition.2010.08.010 · Cited by 102 · see citing works
Consciousness and metarepresentation: A computational sketch
Cleeremans, A., Timmermans, B., & Pasquali, A. (2007) · Neural Networks · doi:10.1016/j.neunet.2007.09.011 · Cited by 91 · see citing works
King, J.-R., & Dehaene, S. (2014) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2013.0204 · Cited by 82 · see citing works
Conscious access in the near absence of attention: critical extensions on the dual-task paradigm
Matthews, J., Schröder, P., Kaunitz, L., van Boxtel, J. J. A., & Tsuchiya, N. (2018) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2017.0352 · Cited by 64 · see citing works
Khalvati, K., Kiani, R., & Rao, R. P. N. (2021) · Nature Communications · doi:10.1038/s41467-021-25419-4 · Cited by 64 · see citing works
Consciousness as a memory system.
Budson, A. E., Richman, K. A., & Kensinger, E. A. (2022) · Cognitive and Behavioral Neurology · doi:10.1097/wnn.0000000000000319 · Cited by 66 · see citing works
Calibration in consciousness science
Michel, M. (2023) · Erkenntnis · doi:10.1007/s10670-021-00383-z · Cited by 62 · see citing works
Measuring Intuition: Nonconscious Emotional Information Boosts Decision Accuracy and Confidence
Lufityanto, G., Donkin, C., & Pearson, J. (2016) · Psychological Science · doi:10.1177/0956797616629403 · Cited by 63 · see citing works
Large Capacity of Conscious Access for Incidental Memories in Natural Scenes
Kaunitz, L. N., Rowe, E. G., & Tsuchiya, N. (2016) · Psychological Science · doi:10.1177/0956797616658869 · Cited by 42 · see citing works
Maintenance of non-consciously presented information engages the prefrontal cortex
Bergström, F., & Eriksson, J. (2014) · Frontiers in Human Neuroscience · doi:10.3389/fnhum.2014.00938 · Cited by 42 · see citing works
Barttfeld, P., Wicker, B., McAleer, P., Belin, P., Cojan, Y., Graziano, M., Leiguarda, R., & Sigman, M. (2013) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1301353110 · Cited by 41 · see citing works
Natural statistics support a rational account of confidence biases
Webb, T. W., Miyoshi, K., So, T. Y., Rajananda, S., & Lau, H. (2023) · Nature Communications · doi:10.1038/s41467-023-39737-2 · Cited by 31 · see citing works
Kinds of Access: Different Methods for Report Reveal Different Kinds of Metacognitive Access
Overgaard, M., & Sandberg, K. (2014) · The Cognitive Neuroscience of Metacognition · doi:10.1007/978-3-642-45190-4_4 · Cited by 9 · see citing works
Birch, J. (2024) · The Edge of Sentience · doi:10.1093/9780191966729.003.0003 · Cited by 1 · see citing works
- Authors
- Persaud, N., McLeod, P., & Cowey, A.
- Affiliations
- University of Oxford (GB)
- Corresponding author
- Persaud, Navindra
- ORCID
- Persaud, Navindra
- Venue
- Nature Neuroscience
- Published
- 2007-01-21
- Volume
- 10
- Issue
- 2
- Pages
- 257-261
- ISSN
- 1097-6256 (ISSN-L)
- 1546-1726
- OpenAlex
- W1969847029
- Cited by
- 454
- References
- 19
- Citations by year
- 2026: 11 · 2025: 16 · 2024: 37 · 2023: 9 · 2022: 27 · 2021: 13 · 2020: 20 · 2019: 27 · 2018: 30 · 2017: 21 · 2016: 18 · 2015: 35 · 2014: 31 · 2013: 23 · 2012: 28
- FWCI
- 35.96
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Nature Neuroscience (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Philosophy and Theoretical Science
- Social Sciences › Decision Sciences › General Decision Sciences › Decision-Making and Behavioral Economics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- awareness, blindsight, Iowa Gambling Task, neural correlates of consciousness, decision-making, verbal protocols, confidence ratings, unconscious decision-making
- MeSH terms
- Adult, Awareness, Brain, Consciousness, Decision Making, Discrimination, Psychological, Female, Gambling, Humans, Language Tests, Male, Middle Aged, Neuropsychological Tests, Sensory Thresholds, Unconscious, Psychology, Verbal Behavior, Blindness, Cortical
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