Value-driven attentional and oculomotor capture during goal-directed, unconstrained viewing
Open accessAbstract
Covert shifts of attention precede and direct overt eye movements to stimuli that are task relevant or physically salient. A growing body of evidence suggests that the learned value of perceptual stimuli strongly influences their attentional priority. For example, previously rewarded but otherwise irrelevant and inconspicuous stimuli capture covert attention involuntarily. It is unknown, however, whether stimuli also draw eye movements involuntarily as a consequence of their reward history. Here, we show that previously rewarded but currently task-irrelevant stimuli capture both attention and the eyes. Value-driven oculomotor capture was observed during unconstrained viewing, when neither eye movements nor fixations were required, and was strongly related to individual differences in visual working memory capacity. The appearance of a reward-associated stimulus came to evoke pupil dilation over the course of training, which provides physiological evidence that the stimuli that elicit value-driven capture come to serve as reward-predictive cues. These findings reveal a close coupling of value-driven attentional capture and eye movements that has broad implications for theories of attention and reward learning.
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Reward-based selection history created during a separate training session influences overt search, with high-reward objects invoking more oculomotor capture.
“Target objects associated with relatively high reward during a training session invoke more oculomotor capture compared to objects previously associated with low reward when presented as a task-irrelevant distractor in a subsequent test session.”
From Selection history: How reward modulates selectivity of visual attention. (2018) · cites this paper as Anderson & Yantis, 2012
Experiment 1’s test-phase results report greater oculomotor impairment with high-value distractors, while low-value distractors produced an intermediate effect. The General discussion says the high–low difference was small and not statistically significant, so the unqualified claim of greater capture overstates the evidence. (LLM, conf=0.88)
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Cites
Posner, M. I. (1980) · Quarterly Journal of Experimental Psychology · doi:10.1080/00335558008248231 · Cited by 9,670 · see citing works
A neural substrate of prediction and reward
Schultz, W., Dayan, P., & Montague, P. R. (1997) · Science · doi:10.1126/science.275.5306.1593 · Cited by 9,388 · see citing works
Shiffrin, R. M., & Schneider, W. (1977) · Psychological Review · doi:10.1037/0033-295x.84.2.127 · Cited by 7,335 · see citing works
The capacity of visual working memory for features and conjunctions
Luck, S. J., & Vogel, E. K. (1997) · Nature · doi:10.1038/36846 · Cited by 4,053 · see citing works
Involuntary covert orienting is contingent on attentional control settings
Folk, C. L., Remington, R. W., & Johnston, J. C. (1992) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.18.4.1030 · Cited by 2,487 · see citing works
Using confidence intervals in within-subject designs
Loftus, G. R., & Masson, M. E. J. (1994) · Psychonomic Bulletin & Review · doi:10.3758/bf03210951 · Cited by 2,433 · see citing works
The pupil as a measure of emotional arousal and autonomic activation
Bradley, M. M., Miccoli, L., Escrig, M. A., & Lang, P. J. (2008) · Psychophysiology · doi:10.1111/j.1469-8986.2008.00654.x · Cited by 1,919 · see citing works
The incentive sensitization theory of addiction: some current issues
Robinson, T. E., & Berridge, K. C. (2008) · Philosophical Transactions of the Royal Society B: Biological Sciences · doi:10.1098/rstb.2008.0093 · Cited by 1,717 · see citing works
Perceptual selectivity for color and form
Theeuwes, J. (1992) · Perception & Psychophysics · doi:10.3758/bf03211656 · Cited by 1,649 · see citing works
Abrupt visual onsets and selective attention: Evidence from visual search.
Yantis, S., & Jonides, J. J. (1984) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.10.5.601 · Cited by 1,615 · see citing works
Self-citationThe role of visual attention in saccadic eye movements
Hoffman, J. E., & Subramaniam, B. (1995) · Perception & Psychophysics · doi:10.3758/bf03206794 · Cited by 1,444 · see citing works
Attentional bias in addictive behaviors: A review of its development, causes, and consequences
FIELD, M., & COX, W. (2008) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2008.03.030 · Cited by 1,376 · see citing works
Value-driven attentional capture
Anderson, B. A., Laurent, P. A., & Yantis, S. (2011) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1104047108 · Cited by 1,098 · see citing works
Self-citationDopamine responses comply with basic assumptions of formal learning theory
Waelti, P., Dickinson, A., & Schultz, W. (2001) · Nature · doi:10.1038/35083500 · Cited by 1,018 · see citing works
Abrupt visual onsets and selective attention: Evidence from visual search.
Yantis, S., & Jonides, J. (1984) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.10.5.601 · Cited by 963 · see citing works
Self-citationReward Changes Salience in Human Vision via the Anterior Cingulate
Hickey, C., Chelazzi, L., & Theeuwes, J. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.1026-10.2010 · Cited by 606 · cited 1× · see citing works
“Our own and other research suggests that the difference in attentional capture between high- and low-value distractors is more pronounced when these distractors are also physically salient (Anderson et al., 2011a, 2012; Hickey et al., 2010a, b, 2011).”
BackgroundSympathetic and parasympathetic innervation of pupillary dilation during sustained processing
Steinhauer, S. R., Siegle, G. J., Condray, R., & Pless, M. L. (2004) · International Journal of Psychophysiology · doi:10.1016/j.ijpsycho.2003.12.005 · Cited by 472 · see citing works
A visual salience map in the primate frontal eye field
Thompson, K. G., & Bichot, N. P. (2005) · Progress in Brain Research · doi:10.1016/s0079-6123(04)47019-8 · Cited by 431 · see citing works
Visual Selective Attention and the Effects of Monetary Rewards
Libera, C. D., & Chelazzi, L. (2006) · Psychological Science · doi:10.1111/j.1467-9280.2006.01689.x · Cited by 365 · see citing works
Human Variation in Overriding Attentional Capture
Fukuda, K., & Vogel, E. K. (2009) · Journal of Neuroscience · doi:10.1523/jneurosci.2145-09.2009 · Cited by 363 · see citing works
Value-Based Modulations in Human Visual Cortex
Serences, J. T. (2008) · Neuron · doi:10.1016/j.neuron.2008.10.051 · Cited by 353 · see citing works
Learning to Attend and to Ignore Is a Matter of Gains and Losses
Della Libera, C., & Chelazzi, L. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02360.x · Cited by 329 · see citing works
The Role of Cognitive Control in Cocaine Dependence
Garavan, H., & Hester, R. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9034-x · Cited by 327 · see citing works
O'Doherty, J. P., Buchanan, T. W., Seymour, B., & Dolan, R. J. (2006) · Neuron · doi:10.1016/j.neuron.2005.11.014 · Cited by 322 · see citing works
Learned Value Magnifies Salience-Based Attentional Capture
Anderson, B. A., Laurent, P. A., & Yantis, S. (2011) · PLoS ONE · doi:10.1371/journal.pone.0027926 · Cited by 294 · see citing works
Self-citationSelective Visual Attention and Motivation
Raymond, J. E., & O’Brien, J. L. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02391.x · Cited by 269 · see citing works
The influence of reward associations on conflict processing in the Stroop task
Krebs, R. M., Boehler, C. N., & Woldorff, M. G. (2010) · Cognition · doi:10.1016/j.cognition.2010.08.018 · Cited by 246 · see citing works
Laeng, B., Ørbo, M. C., Holmlund, T. B., & Miozzo, M. (2010) · Cognitive Processing · doi:10.1007/s10339-010-0370-z · Cited by 225 · see citing works
Reward modulates attention independently of action value in posterior parietal cortex
Peck, C. J., Jangraw, D. C., Suzuki, M., Efem, R., & Gottlieb, J. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.1929-09.2009 · Cited by 219 · see citing works
Individual Differences in Recovery Time From Attentional Capture
Fukuda, K., & Vogel, E. K. (2011) · Psychological Science · doi:10.1177/0956797611398493 · Cited by 201 · see citing works
Optimal reward harvesting in complex perceptual environments
Navalpakkam, V., Koch, C., Rangel, A., & Perona, P. (2010) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0911972107 · Cited by 195 · see citing works
Reward creates oculomotor salience
Hickey, C., & van Zoest, W. (2012) · Current Biology · doi:10.1016/j.cub.2012.02.007 · Cited by 164 · see citing works
Reward Guides Vision when It's Your Thing: Trait Reward-Seeking in Reward-Mediated Visual Priming
Hickey, C., Chelazzi, L., & Theeuwes, J. (2010) · PLoS ONE · doi:10.1371/journal.pone.0014087 · Cited by 164 · see citing works
Stimulus-driven and goal-driven control over visual selection.
Ludwig, C. J. H., & Gilchrist, I. D. (2002) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.28.4.902 · Cited by 163 · see citing works
Attentional and oculomotor capture with static singletons
Theeuwes, J., de Vries, G., & Godijn, R. (2003) · Perception & Psychophysics · doi:10.3758/bf03194810 · Cited by 133 · see citing works
Generalization of value-based attentional priority
Anderson, B. A., Laurent, P. A., & Yantis, S. (2012) · Visual Cognition · doi:10.1080/13506285.2012.679711 · Cited by 125 · see citing works
Self-citationPORTER, R. (1965) · Nature · doi:10.1038/206069a0 · Cited by 118 · see citing works
Attentional capture with rapidly changing attentional control settings.
Lien, M.-C., Ruthruff, E. D., & Johnston, J. C. (2010) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0015875 · Cited by 108 · see citing works
Stimulus-driven and goal-driven control over visual selection.
Ludwig, C. J. H., & Gilchrist, I. D. (2002) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.28.4.902 · Cited by 99 · see citing works
Population Response Profiles in Early Visual Cortex Are Biased in Favor of More Valuable Stimuli
Serences, J. T., & Saproo, S. (2010) · Journal of Neurophysiology · doi:10.1152/jn.01090.2009 · Cited by 97 · see citing works
Hickey, C., Chelazzi, L., & Theeuwes, J. (2011) · Visual Cognition · doi:10.1080/13506285.2010.503946 · Cited by 89 · see citing works
Variations in the magnitude of attentional capture: Testing a two-process model
Anderson, B. A., & Folk, C. L. (2010) · Attention Perception & Psychophysics · doi:10.3758/app.72.2.342 · Cited by 84 · see citing works
Self-citationRelation between saccade trajectories and spatial distractor locations
der Stigchel, S. V., & Theeuwes, J. (2005) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2005.08.001 · Cited by 82 · see citing works
Automatic attraction of attention to former targets in visual displays of letters
Kyllingsbæk, S., Schneider, W. X., & Bundesen, C. (2001) · Perception & Psychophysics · doi:10.3758/bf03200505 · Cited by 78 · see citing works
Libera, C. D., Perlato, A., & Chelazzi, L. (2011) · PLoS ONE · doi:10.1371/journal.pone.0019460 · Cited by 64 · see citing works
Goal-driven modulation of oculomotor capture
Ludwig, C. J. H., & Gilchrist, I. D. (2003) · Perception & Psychophysics · doi:10.3758/bf03194849 · Cited by 54 · see citing works
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Selection history: How reward modulates selectivity of visual attention.
Failing, M., & Theeuwes, J. (2018) · Psychonomic Bulletin & Review · doi:10.3758/s13423-017-1380-y · Cited by 345 · see citing works
“Oculomotor capture due to reward-based selection history has been observed when participants are unconstrained where to look at (Anderson & Yantis, 2012; Bucker, Silvis, Donk, & Theeuwes, 2015) or when instructed to search for a target defined by a different feature than the one previously…”
BackgroundAttention and associative learning in humans: An integrative review.
Le Pelley, M. E., Mitchell, C. J., Beesley, T., George, D. N., & Wills, A. J. (2016) · Psychological Bulletin · doi:10.1037/bul0000064 · Cited by 329 · see citing works
Le Pelley, M. E., Pearson, D., Griffiths, O., & Beesley, T. (2015) · Journal of Experimental Psychology: General · doi:10.1037/xge0000037 · Cited by 327 · see citing works
Grounding cognitive control in associative learning
Abrahamse, E., Braem, S., Notebaert, W., & Verguts, T. (2016) · Psychological Bulletin · doi:10.1037/bul0000047 · Cited by 276 · see citing works
Basal Ganglia Circuits for Reward Value–Guided Behavior
Hikosaka, O., Kim, H. F., Yasuda, M., & Yamamoto, S. (2014) · Annual Review of Neuroscience · doi:10.1146/annurev-neuro-071013-013924 · Cited by 259 · see citing works
Reward grabs the eye: Oculomotor capture by rewarding stimuli
Theeuwes, J., & Belopolsky, A. V. (2012) · Vision Research · doi:10.1016/j.visres.2012.07.024 · Cited by 237 · see citing works
Value-driven attentional priority is context specific
Anderson, B. A. (2015) · Psychonomic Bulletin & Review · doi:10.3758/s13423-014-0724-0 · Cited by 99 · see citing works
Self-citationPearson, D., Osborn, R., Whitford, T. J., Failing, M., Theeuwes, J., & Le Pelley, M. E. (2016) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-016-1135-2 · Cited by 65 · see citing works
The attribution of value-based attentional priority in individuals with depressive symptoms
Anderson, B. A., Leal, S. L., Hall, M. G., Yassa, M. A., & Yantis, S. (2014) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/s13415-014-0301-z · Cited by 65 · see citing works
Self-citationHuman ventromedial prefrontal lesions alter incentivisation by reward
Manohar, S. G., & Husain, M. (2016) · Cortex · doi:10.1016/j.cortex.2016.01.005 · Cited by 62 · see citing works
Anderson, B. A., Kuwabara, H., Wong, D. F., Roberts, J., Rahmim, A., Brašić, J. R., & Courtney, S. M. (2017) · NeuroImage · doi:10.1016/j.neuroimage.2017.05.062 · Cited by 55 · see citing works
Self-citationCommon Priority Map for Selection History, Reward and Emotion in the Oculomotor System
Belopolsky, A. V. (2015) · Perception · doi:10.1177/0301006615596866 · Cited by 42 · see citing works
Corticostriatal foundations of habits
Seger, C. A. (2018) · Current Opinion in Behavioral Sciences · doi:10.1016/j.cobeha.2018.01.006 · Cited by 38 · see citing works
Coello, Y., Quesque, F., Gigliotti, M.-F., Ott, L., & Bruyelle, J.-L. (2018) · PLOS ONE · doi:10.1371/journal.pone.0196874 · Cited by 35 · see citing works
Reward modulates oculomotor competition between differently valued stimuli
Bucker, B., Silvis, J. D., Donk, M., & Theeuwes, J. (2015) · Vision Research · doi:10.1016/j.visres.2015.01.020 · Cited by 31 · see citing works
Distractors associated with reward break through the focus of attention
Munneke, J., Belopolsky, A. V., & Theeuwes, J. (2016) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-016-1075-x · Cited by 28 · see citing works
Sensitivity to value-driven attention is predicted by how we learn from value
Jahfari, S., & Theeuwes, J. (2017) · Psychonomic Bulletin & Review · doi:10.3758/s13423-016-1106-6 · Cited by 28 · see citing works
The modulation of reward priority by top-down knowledge
Stankevich, B. A., & Geng, J. J. (2015) · Visual Cognition · doi:10.1080/13506285.2014.981626 · Cited by 15 · see citing works
- Authors
- Anderson, B. A., & Yantis, S.
- Affiliations
- Johns Hopkins University (US)
- Corresponding author
- Anderson, Brian A.
- ORCID
- Anderson, Brian A.
- Venue
- Attention, Perception, & Psychophysics
- Published
- 2012-07-19
- Volume
- 74
- Issue
- 8
- Pages
- 1644-1653
- ISSN
- 1943-3921 (ISSN-L)
- 1943-393X
- PMC
- PMC3499680
- OpenAlex
- W2064396321
- Cited by
- 192
- References
- 46
- Citations by year
- 2026: 4 · 2025: 8 · 2024: 11 · 2023: 20 · 2022: 12 · 2021: 12 · 2020: 16 · 2019: 16 · 2018: 14 · 2017: 12 · 2016: 18 · 2015: 20 · 2014: 17 · 2013: 8 · 2012: 4
- FWCI
- 8.02
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Attention Perception & Psychophysics (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- Funders
- National Institute on Drug Abuse (R01DA013165, F31DA033754)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Keywords
- attentional capture, oculomotor capture, reward value, reward learning, covert attention, eye movements, visual working memory capacity, individual differences, pupil dilation, reward-predictive cues
- MeSH terms
- Attention, Cues, Drive, Eye Movements, Goals, Humans, Learning, Memory, Memory, Short-Term, Pupil, Reaction Time, Reward
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