Multisensory enhancement of attentional capture in visual search
Open accessAbstract
Multisensory integration increases the salience of sensory events and, therefore, possibly also their ability to capture attention in visual search. This was investigated in two experiments where spatially uninformative color change cues preceded visual search arrays with color-defined targets. Tones were presented synchronously with these cues on half of all trials. Spatial-cuing effects indicative of cue-triggered capture of attention were larger on tone-present than on tone-absent trials, demonstrating multisensory enhancements of attentional capture. Larger capture effects for audiovisual events were found when cues were color singletons, and also when they appeared among heterogeneous color distractors. Tone-induced increases of attentional capture were independent of color-specific top-down task sets, suggesting that this multisensory effect is a stimulus-driven bottom-up phenomenon.
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Multisensory integration can enhance the ability to detect a target stimulus.
“This means that multisensory integration can enhance the ability to detect a target stimulus.”
From The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence (2021) · cites this paper as [15]
Cites
Neural Mechanisms of Selective Visual Attention
Desimone, R., & Duncan, J. (1995) · Annual Review of Neuroscience · doi:10.1146/annurev.ne.18.030195.001205 · Cited by 8,388 · see citing works
Journal of experimental psychology: Human Perception and performance
Jong, R. D., Coles, M. G. H., Logan, G. D., & Gratton, G. (1987) · Journal of Sound and Vibration · doi:10.1016/0022-460x(87)90423-8 · Cited by 5,411 · 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
Top–down and bottom–up control of visual selection
Theeuwes, J. (2010) · Acta Psychologica · doi:10.1016/j.actpsy.2010.02.006 · Cited by 1,385 · see citing works
Overriding stimulus-driven attentional capture
Bacon, W. F., & Egeth, H. E. (1994) · Perception & Psychophysics · doi:10.3758/bf03205306 · Cited by 1,133 · see citing works
Giard, M. H., & Peronnet, F. (1999) · Journal of Cognitive Neuroscience · doi:10.1162/089892999563544 · Cited by 1,072 · see citing works
Determinants of multisensory integration in superior colliculus neurons. I. Temporal factors
Meredith, M. A., Nemitz, J. W., & Stein, B. (1987) · Journal of Neuroscience · doi:10.1523/jneurosci.07-10-03215.1987 · Cited by 763 · see citing works
Cross-dimensional perceptual selectivity
Theeuwes, J. (1991) · Perception & Psychophysics · doi:10.3758/bf03212219 · Cited by 711 · see citing works
Pip and pop: Nonspatial auditory signals improve spatial visual search.
Van der Burg, E., Olivers, C. N. L., Bronkhorst, A. W., & Theeuwes, J. (2008) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.34.5.1053 · Cited by 485 · see citing works
Sound enhances visual perception: Cross-modal effects of auditory organization on vision.
Vroomen, J., & de Gelder, B. (2000) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.26.5.1583 · Cited by 433 · see citing works
Enhancement of Perceived Visual Intensity by Auditory Stimuli: A Psychophysical Analysis
Stein, B. E., London, N., Wilkinson, L. K., & Price, D. D. (1996) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1996.8.6.497 · Cited by 404 · see citing works
The three attentional networks: on their independence and interactions
Callejas, A., Lupiáñez, J., & Tudela, P. (2004) · Brain and Cognition · doi:10.1016/j.bandc.2004.02.012 · Cited by 386 · see citing works
Stimulus-driven attentional capture and attentional control settings.
Yantis, S. (1993) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.19.3.676 · Cited by 332 · see citing works
Improvement of visual contrast detection by a simultaneous sound
Lippert, M., Logothetis, N. K., & Kayser, C. (2007) · Brain Research · doi:10.1016/j.brainres.2007.07.050 · Cited by 180 · see citing works
Multisensory cues capture spatial attention regardless of perceptual load.
Santangelo, V., & Spence, C. (2007) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.33.6.1311 · Cited by 170 · see citing works
Effects of Task Relevance and Stimulus-Driven Salience in Feature-Search Mode.
Lamy, D., Leber, A. B., & Egeth, H. E. (2004) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.30.6.1019 · Cited by 170 · see citing works
The roles of feature-specific task set and bottom-up salience in attentional capture: An ERP study.
Martin Eimer, A., Kiss, M., Press, C., & Sauter, D. A. (2009) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0015872 · Cited by 133 · see citing works
Tactile enhancement of auditory detection and perceived loudness
Gillmeister, H., & Martin Eimer, A. (2007) · Brain Research · doi:10.1016/j.brainres.2007.03.041 · Cited by 130 · see citing works
Martin Eimer, A., & Kiss, M. (2010) · Attention Perception & Psychophysics · doi:10.3758/app.72.4.951 · Cited by 88 · see citing works
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Matusz, P. J., Dikker, S., Huth, A. G., & Perrodin, C. (2018) · Journal of Cognitive Neuroscience · doi:10.1162/jocn_e_01276 · Cited by 220 · see citing works
Self-citationThe multisensory function of the human primary visual cortex
Murray, M. M., Thelen, A., Thut, G., Romei, V., Martuzzi, R., & Matusz, P. J. (2016) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2015.08.011 · Cited by 219 · see citing works
Self-citationMarucci, M., Di Flumeri, G., Borghini, G., Sciaraffa, N., Scandola, M., Pavone, E. F., Babiloni, F., Betti, V., & Aricò, P. (2021) · Scientific Reports · doi:10.1038/s41598-021-84196-8 · Cited by 170 · see citing works
The interactions of multisensory integration with endogenous and exogenous attention
Tang, X., Wu, J., & Shen, Y. (2015) · Neuroscience & Biobehavioral Reviews · doi:10.1016/j.neubiorev.2015.11.002 · Cited by 168 · see citing works
Cross-cultural differences in cognitive development: Attention to relations and objects
Kuwabara, M., & Smith, L. B. (2012) · Journal of Experimental Child Psychology · doi:10.1016/j.jecp.2012.04.009 · Cited by 162 · see citing works
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Knoeferle, K. M., Woods, A., Käppler, F., & Spence, C. (2015) · Psychology & Marketing · doi:10.1002/mar.20766 · Cited by 137 · see citing works
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der Burg, E. V., Awh, E., & Olivers, C. N. L. (2013) · Psychological Science · doi:10.1177/0956797612452865 · Cited by 46 · see citing works
Mastroberardino, S., Santangelo, V., & Macaluso, E. (2015) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2015.00045 · Cited by 42 · see citing works
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Wolfe, J. M. (2018) · Wiley eBooks · doi:10.1002/9781119170174.epcn213 · Cited by 26 · see citing works
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Wilbiks, J. M. P., & Beatteay, A. (2020) · Attention Perception & Psychophysics · doi:10.3758/s13414-020-02062-7 · Cited by 10 · see citing works
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Krause, H., Schneider, T. R., Engel, A. K., & Senkowski, D. (2012) · Frontiers in Integrative Neuroscience · doi:10.3389/fnint.2012.00067 · Cited by 10 · see citing works
Wegner‐Clemens, K., Malcolm, G. L., & Shomstein, S. (2024) · Wiley Interdisciplinary Reviews Cognitive Science · doi:10.1002/wcs.1675 · Cited by 9 · see citing works
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Lewkowicz, D. J., Schmuckler, M. A., & Agrawal, V. (2022) · Cognition · doi:10.1016/j.cognition.2022.105226 · Cited by 8 · see citing works
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Self-citationPeng, X., Jiang, H., Yang, J., Shi, R., Feng, J., & Liang, Y. (2022) · Frontiers in Psychology · doi:10.3389/fpsyg.2022.808150 · Cited by 7 · see citing works
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Mühlberg, S., & Müller, M. M. (2020) · Frontiers in Psychology · doi:10.3389/fpsyg.2020.00790 · Cited by 5 · see citing works
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Yu, H., Li, Q., & Sun, H. (2016) · IEEE International Conference on Mechatronics and Automation (ICMA) · doi:10.1109/icma.2016.7558867 · Cited by 3 · see citing works
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Self-citationPeng, X., Chang, R., Guiqin, R. E. N., Wang, A., & Tang, X. (2018) · Advances in Psychological Science · doi:10.3724/sp.j.1042.2018.02129 · Cited by 2 · see citing works
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Zhang, H., Cai, S., Chen, Y., & Wang, A. (2024) · Cognitive Development · doi:10.1016/j.cogdev.2024.101452 · Cited by 1 · see citing works
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Matusz, P. J., Merkley, R., Faure, M., & Scerif, G. (2018) · doi:10.31234/osf.io/v7mer
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Steinfeld, K., Murray, M. M., & Lewkowicz, D. J. (2026) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.64898/2026.03.20.706527
Matusz, P. J. (2013) · BIROn (Birkbeck, University of London) · doi:10.18743/pub.00040027
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- Authors
- Matusz, P. J., & Eimer, M.
- Venue
- Psychonomic Bulletin & Review
- Published
- 2011-07-12
- Volume
- 18
- Issue
- 5
- Pages
- 904-909
- ISSN
- 1069-9384 (ISSN-L)
- 1531-5320
- OpenAlex
- W2084651734
- Cited by
- 78
- References
- 19
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 6 · 2023: 4 · 2022: 3 · 2021: 12 · 2020: 8 · 2019: 8 · 2018: 5 · 2017: 4 · 2016: 5 · 2015: 8 · 2014: 3 · 2013: 3 · 2012: 3
- FWCI
- 4.13
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Psychonomic Bulletin & Review (publishedVersion)
- PubMed (publishedVersion)
- BIROn (Birkbeck, University of London) (submittedVersion)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Multisensory perception and integration
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Keywords
- multisensory integration, attentional capture, visual search, audiovisual cues, spatial cueing, bottom-up attention, color singleton
- MeSH terms
- Acoustic Stimulation, Adult, Attention, Color Perception, Cues, Female, Humans, Male, Photic Stimulation, Pupil Disorders, Visual Perception, Young Adult
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