Abstract
It is commonly assumed that salient singletons generate an “attend-to-me signal” which causes suppression to develop over time, eventually preventing capture. Despite this assumption and the name “singleton suppression,” a causal link between salience and suppression has not yet been clearly established. We point out the plausibility of a simple alternative mechanism: distractors might be suppressed because they are distractors rather than targets, even when non-salient. To look for evidence of salience-based suppression, we had participants search for a target shape among distractors, which sometimes included irrelevant-colored distractors. The critical manipulation was whether the irrelevant-colored distractor was salient (a color singleton) or non-salient (three non-target colored shapes; a triplet). On 30% of trials, probe letters were presented briefly inside each shape and participants were to report those letters. Probe recall below baseline indicates suppression. Experiment 1 showed that suppression was not triggered any more strongly by salient distractors (singletons) than by non-salient distractors (triplets). Experiment 2 showed that strong suppression effects developed rapidly even in the absence of salient singletons. These findings raise the thus far neglected question of whether salience plays any role in suppression.
Similar content being viewed by others
Notes
In many studies, the authors mentioned that singletons produce an attend-to-me signal and are suppressed, but without explicitly describing the underlying mechanism that produced the suppression.
Following Gaspelin et al., (2015, Experiment 2), we used setsize 6. This setsize has consistently demonstrated suppression in studies by Gaspelin and his colleagues (2015, 2017). In a notable exception to this pattern, Wang and Theeeuwes (2020) found suppression at setsize 4, but not setsize 6 or 10. Stilwell and Gaspelin (in press) recently pointed out the possibility of a floor effect with large setsizes, making it difficult to observe true suppression effects. When Stilwell and Gaspelin addressed the floor effect issue, they found suppression at setsize 10 in three different experiments.
We first calculated the recall accuracy for each probe location on each trial. Then, for each condition, we averaged the probe recall accuracy across all probe locations corresponding to that condition. For instance, in triplet trials, there were three probe letters at the three locations forming the triplet. Recalling one of these three probe letters would yield 33% accuracy, recalling two would yield 67% accuracy, and recalling all three would yield 100% accuracy.
References
Arita, J. T., Carlisle, N. B., & Woodman, G. F. (2012). Templates for rejection: Configuring attention to ignore task-irrelevant features. Journal of Experimental Psychology: Human Perception and Performance, 38(3), 580–584. https://doi.org/10.1037/a0027885
Bacon, W. F., & Egeth, H. E. (1994). Overriding stimulus-driven attentional capture. Perception & Psychophysics, 55, 485–496. https://doi.org/10.3758/BF03205306
Barras, C., & Kerzel, D. (2016). Active suppression of salient-but-irrelevant stimuli does not underlie resistance to visual interference. Biological Psychology, 121, 74–83. https://doi.org/10.1016/j.biopsycho.2016.10.004
Beck, V. M., Luck, S. J., & Hollingworth, A. (2018). Whatever you do, don’t look at the…: Evaluating guidance by an exclusionary attentional template. Journal of Experimental Psychology Human Perception and Performance, 44(4), 645–662. https://doi.org/10.1037/xhp0000485
Becker, M. W., Hemsteger, S., & Peltier, C. (2015). No templates for rejection: A failure to configure attention to ignore task-irrelevant features. Visual Cognition, 23(9–10), 1150–1167. https://doi.org/10.1080/13506285.2016.1149532
Belopolsky, A. V., Schreij, D., & Theeuwes, J. (2010). What is top-down about contingent capture? Attention, Perception, & Psychophysics, 72, 326–341. https://doi.org/10.3758/APP.72.2.326
Burra, N., & Kerzel, D. (2013). Attentional capture during visual search is attenuated by target predictability: Evidence from the N2pc, Pd, and topographic segmentation. Psychophysiology, 50, 422–430. https://doi.org/10.1111/psyp.12019
Chang, S., & Egeth, H. E. (2019). Enhancement and suppression flexibly guide attention. Psychological Science, 30(12), 1742–1732. https://doi.org/10.1177/0956797619878813
Chang, S., & Egeth, H. E. (2021). Can salient stimuli really be suppressed? Attention, Perception, & Psychophysics, 83, 260–269. https://doi.org/10.3758/s13414-020-02207-8
Chelazzi, L., Marini, F., Pascucci, D., & Turatto, M. (2019). Getting rid of visual distractors: The why, when, how, and where. Current Opinion in Psychology, 29, 135–147. https://doi.org/10.1016/j.copsyc.2019.02.004
De Tommaso, M., & Turatto, M. (2019). Learning to ignore salient distractors: Attentional set and habituation. Visual Cognition, 27(3–4), 214–226. https://doi.org/10.1080/13506285.2019.1583298
Drisdelle, B. L., & Eimer, M. (2021). PD components and distractor inhibition in visual search: New evidence for the signal suppression hypothesis. Psychophysiology. https://doi.org/10.1111/psyp.13878
Eimer, M., & Kiss, M. (2008). Involuntary attentional capture is determined by task set: Evidence from event-related brain potentials. Journal of Cognitive Neuroscience, 20, 1423–1433. https://doi.org/10.1162/jocn.2008.20099
Feldmann-Wüstefeld, T., Busch, N. A., & Schubö, A. (2020). Failed Suppression of Salient Stimuli Precedes Behavioral Errors. Journal of Cognitive Neuroscience, 32(2), 367–377. https://doi.org/10.1162/jocn_a_01502
Franconeri, S. L., & Simons, D. J. (2003). Moving and looming stimuli capture attention. Perception & Psychophysics, 65, 999–1010. https://doi.org/10.3758/BF03194829
Folk, C. L., & Remington, R. (1998). Selectivity in distraction by irrelevant featural singletons: Evidence for two forms of attentional capture. Journal of Experimental Psychology: Human Perception and Performance, 24, 847–858. https://doi.org/10.1037/0096-1523.24.3.847
Folk, C. L., Remington, R. W., & Johnston, J. C. (1992). Involuntary covert orienting is contingent on attentional control settings. Journal of Experimental Psychology: Human Perception and Performance, 18, 1030–1044. https://doi.org/10.1037/0096-1523.18.4.1030
Gaspelin, N., & Luck, S. J. (2018a). Distinguishing among potential mechanisms of singleton suppression. Journal of Experimental Psychology: Human Perception and Performance, 44(4), 626–644. https://doi.org/10.1037/xhp0000484
Gaspelin, N., & Luck, S. J. (2018b). Combined electrophysiological and behavioral evidence for the suppression of salient distractors. Journal of Cognitive Neuroscience, 30(9), 1265–1280. https://doi.org/10.1162/jocn_a_01279
Gaspar, J. M., & McDonald, J. J. (2014). Suppression of salient objects prevents distraction in visual search. Journal of Neuroscience, 34(16), 5658–5666. https://doi.org/10.1523/JNEUROSCI.4161-13.2014
Gaspelin, N., Leonard, C. J., & Luck, S. J. (2015). Direct evidence for active suppression of salient-but-irrelevant sensory inputs. Psychological Science, 22(1), 1740–1750. https://doi.org/10.1177/0956797615597913
Gaspelin, N., Leonard, C. J., & Luck, S. J. (2017). Suppression of overt attentional capture by salient-but-irrelevant color singletons. Attention, Perception, & Psychophysics, 79(1), 45–62. https://doi.org/10.3758/s13414-016-1209-1
Gaspelin, N., Ruthruff, E., & Lien, M. (2016). The problem of latent attentional capture: Easy visual search conceals capture by task-irrelevant abrupt onsets. Journal of Experimental Psychology: Human Perception and Performance, 42(8), 1104–1120. https://doi.org/10.1037/xhp0000214
Graves, T., & Egeth, H. E. (2015). When does feature search fail to protect against attentional capture? Visual Cognition, 23(9–10), 1098–1123. https://doi.org/10.1080/13506285.2016.1145159
Hickey, C., McDonald, J. J., & Theeuwes, J. (2006). Electrophysiological evidence of the capture of visual attention. Journal of Cognitive Neuroscience, 18, 604–613. https://doi.org/10.1162/jocn.2006.18.4.604
JASP Team. (2018). JASP (Version 0.9) [Computer Software].
Kerzel, D., & Barras, C. (2016). Distractor rejection in visual search breaks down with more than a single distractor feature. Journal of Experimental Psychology: Human Perception and Performance, 42(5), 648–657. https://doi.org/10.1037/xhp0000180
Kerzel, D., & Burra, N. (2020). Capture by context elements, not attentional suppression of distractors, explains the PD with small search displays. Journal of Cognitive Neuroscience, 32(6), 1170–1183. https://doi.org/10.1162/jocn_a_01535
Kerzel, D., & Huynh Cong, S. (2021). Statistical regularities cause attentional suppression with target-matching distractors. Attention, Perception, & Psychophysics, 83, 270–282. https://doi.org/10.3758/s13414-020-02206-9
Lee, M. D., & Wagenmakers, E.-J. (2013). Bayesian cognitive modeling: A practical course. Cambridge University Press.
Lien, M.-C., Ruthruff, E., & Cornett, L. (2010a). Attentional capture by singletons is contingent on top-down control settings: Evidence from electrophysiological measures. Visual Cognition, 18, 682–727. https://doi.org/10.1080/13506280903000040
Lien, M.-C., Ruthruff, E., Goodin, Z., & Remington, R. W. (2008). Contingent attentional capture by top-down control settings: Converging evidence from event-related potentials. Journal of Experimental Psychology: Human Perception and Performance, 34, 509–530. https://doi.org/10.1037/0096-1523.34.3.509
Lien, M.-C., Ruthruff, E., & Johnston, J. C. (2010b). Attention capture with rapidly changing attentional control settings. Journal of Experimental Psychology: Human Perception and Performance, 36, 1–16. https://doi.org/10.1037/a0015875
Luck, S. J., Gaspelin, N., Folk, C. L., Remington, R. W., & Theeuwes, J. (2021). Progress toward resolving the attentional capture debate. Visual Cognition, 29(1), 1–21. https://doi.org/10.1080/13506285.2020.1848949
Ruthruff, E., Faulks, M., Maxwell, J. W., & Gaspelin, N. (2020). Attentional dwelling and capture by color singletons. Attention, Perception, & Psychophysics, 82, 3048–3064. https://doi.org/10.3758/s13414-020-02054-7
Ruthruff, E., & Gaspelin, N. (2018). Immunity to attentional capture at ignored locations. Attention, Perception, and Psychophysics, 80, 325–336. https://doi.org/10.3758/s13414-017-1440-4
Ruthruff, E., Hauck, C., & Lien, M.-C. (in press). What do we know about suppression of attention capture. Visual Cognition.
Sawaki, R., & Luck, S. J. (2010). Capture versus suppression of attention by salient singletons: Electrophysiological evidence for an automatic attend-to-me signal. Attention, Perception, & Psychophysics, 72(6), 1455–1470. https://doi.org/10.3758/APP.72.6.1455
Stilwell, B. T., Bahle, B., & Vecera, S. P. (2019). Feature-based statistical regularities of distractors modulate attentional capture. Journal of Experimental Psychology: Human Perception and Performance, 45(3), 419–433. https://doi.org/10.1037/xhp0000613
Stilwell, B. T., & Gaspelin, N. (in press). Attentional suppression of highly salient color singletons. Journal of Experimental Psychology: Human Perception and Performance.
Stilwell, B. T., & Vecera, S. P. (2020). Learned distractor rejection in the face of strong target guidance. Journal of Experimental Psychology: Human Perception and Performance, 46(9), 926–941. https://doi.org/10.1037/xhp0000757
Stoet, G. (2010). PsyToolkit—A software package for programming psychological experiments using Linux. Behavior Research Methods, 42(4), 1096–1104. https://doi.org/10.3758/BRM.42.4.1096
Stoet, G. (2017). PsyToolkit: A novel web-based method for running online questionnaires and reaction-time experiments. Teaching of Psychology, 44(1), 24–31.
Theeuwes, J. (1992). Perceptual selectivity for color and form. Perception and Psychophysics, 51, 599–606. https://doi.org/10.3758/BF03211656
Theeuwes, J. (2004). Top-down search strategies cannot override attentional capture. Psychonomic Bulletin & Review, 11, 65–70. https://doi.org/10.3758/BF03206462
Vatterott, D. B., Mozer, M. C., & Vecera, S. P. (2018). Rejecting salient distractors: Generalization from experience. Attention, Perception, & Psychophysics, 80, 485–499. https://doi.org/10.3758/s13414-017-1465-8
Vatterott, D. B., & Vecera, S. P. (2012). Experience-dependent attentional tuning of distractor rejection. Psychonomic Bulletin & Review, 19, 871–878. https://doi.org/10.3758/s13423-012-0280-4
Vecera, S. P., Cosman, J. D., Vatterott, D. B., & Roper, Z. J. J. (2014). The control of visual attention: Toward a unified account. Psychology of Learning and Motivation, 60, 303–347. https://doi.org/10.1016/B978-0-12-800090-8.00008-1
Wang, B., & Theeuwes, J. (2018). Statistical regularities modulate attention capture. Journal of Experimental Psychology: Human Perception and Performance, 44(1), 13–17. https://doi.org/10.1037/xhp0000472
Wang, B., & Theeuwes, J. (2020). Salience determines attentional orienting in visual selection. Journal of Experimental Psychology: Human Perception and Performance, 46(10), 1051–1057. https://doi.org/10.1037/xhp0000796
Won, B.-Y., Kosoyan, M., & Geng, J. J. (2019). Evidence for second-order singleton suppression based on probabilistic expectations. Journal of Experimental Psychology: Human Perception and Performance, 45(1), 125–128. https://doi.org/10.1037/xhp0000594
Yantis, S., & Jonides, J. (1984). Abrupt visual onsets and selective attention: Evidence from visual search. Journal of Experimental Psychology: Human Perception and Performance, 10, 601–621. https://doi.org/10.1037/0096-1523.10.5.601
Acknowledgements
We thank Nicholas Gaspelin for providing colors and instructions of his study and for comments on an earlier draft. We also thank Steven Luck and Dirk Kerzel for helpful feedback. We are also grateful for Megan Griffin’s assistance in data collection. The study was not preregistered but the original data are available at https://osf.io/76wqk/
Funding
This research did not receive any specific grant from funding agencies in the public, commercial, or not-for-profit sectors.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of interest
All the authors in this study also declare no conflict of interest.
Ethical approval
All the procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Informed consent
Informed consent was obtained from all the individual participants included in the study.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Public significance statements
To support goal-oriented behaviors, it is critical to resist attention capture by irrelevant distractors. Studies of attention capture have provided two competing views: one says that stimuli capture attention based on salience, and another says that they capture attention based on relevance. To resolve this debate, it has been proposed that salient stimuli attract attention bottom-up but can be suppressed top-down. Our study questions the core assumption of a causal linkage between salience and suppression. The findings have the potential to increase our understanding of attention allocation and how to successfully avoid distraction in real-world scenarios (e.g., driving).
Rights and permissions
About this article
Cite this article
Lien, MC., Ruthruff, E. & Hauck, C. On preventing attention capture: Is singleton suppression actually singleton suppression?. Psychological Research 86, 1958–1971 (2022). https://doi.org/10.1007/s00426-021-01599-y
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00426-021-01599-y