Perceptual load as a major determinant of the locus of selection in visual attention
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In this paper, we propose that the debate concerning the locus of attentional selection can be resolved by specifying the conditions under which early selection is possible. In the first part, we present a theoretical discussion that integrates aspects from structural and capacity approaches to attention and suggest that perceptual load is a major factor in determining the locus of selection. In the second part, we present a literature review that examines the conditions influencing the processing of irrelevant information. This review supports the conclusion that a clear physical distinction between relevant and irrelevant information is not sufficient to prevent irrelevant processing; early selection also requires that the perceptual load of the task be sufficiently high to exceed the upper limit of available attentional resources.
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In line with the perceptual load theory of attention, a high perceptual load of attention on other material may prevent unwanted distractors from intruding.
“In line with the perceptual load theory of attention (Lavie & Tsal, 1994), a high perceptual load of attention on other material (in our study: the breath) may prevent unwanted distractors from intruding (Erskine et al., 2017).”
From Being able to think when caught in the maelstrom - how adolescents used mindfulness when facing exams. (2024) · cites this paper as Lavie & Tsal, 1994
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Cited by
Sorted by citations
Distracted and confused? Selective attention under load
Lavie, N. (2005) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.12.004 · Cited by 2,102 · see citing works
Perceptual load as a necessary condition for selective attention.
Nilli Lavie, C. (1995) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.21.3.451 · Cited by 2,016 · see citing works
Load Theory of Selective Attention and Cognitive Control
Lavie, N., Hirst, A., de Fockert, J. W., & Viding, E. (2004) · Journal of Experimental Psychology: General · doi:10.1037/0096-3445.133.3.339 · Cited by 1,812 · see citing works
“However, Lavie (1995, 2001; Lavie & Tsal, 1994) has recently suggested that a resolution to the early and late selection debate may be found if a hybrid model of attention that combines aspects from both views is considered.”
BackgroundMethodOn the utility of P3 amplitude as a measure of processing capacity
Kok, A. (2001) · Psychophysiology · doi:10.1017/s0048577201990559 · Cited by 1,766 · see citing works
Event-related potential studies of attention
Luck, S. J., Woodman, G. F., & Vogel, E. K. (2000) · Trends in Cognitive Sciences · doi:10.1016/s1364-6613(00)01545-x · Cited by 1,146 · see citing works
Coull, J. T. (1998) · Progress in Neurobiology · doi:10.1016/s0301-0082(98)00011-2 · Cited by 882 · see citing works
Attention modulates responses in the human lateral geniculate nucleus
O’Connor, D. H., Fukui, M. M., Pinsk, M. A., & Kästner, S. (2002) · Nature Neuroscience · doi:10.1038/nn957 · Cited by 730 · see citing works
A selective review of selective attention research from the past century
Driver, J. (2001) · British Journal of Psychology · doi:10.1348/000712601162103 · Cited by 658 · see citing works
“In an extensive review of past e ndings, Lavie and Tsal (1994) noted that results apparently favouring late selection had typically been obtained in situations of low ‘ perceptual load’ (e.g.”
BackgroundResultAttention, distraction, and cognitive control under load
Lavie, N. (2010) · Current Directions in Psychological Science · doi:10.1177/0963721410370295 · Cited by 673 · see citing works
Modulating Irrelevant Motion Perception by Varying Attentional Load in an Unrelated Task
Rees, G. E., Frith, C., & Nilli Lavie, C. (1997) · Science · doi:10.1126/science.278.5343.1616 · Cited by 581 · see citing works
Development of Neural Systems for Reading
Schlaggar, B. L., & McCandliss, B. D. (2007) · Annual Review of Neuroscience · doi:10.1146/annurev.neuro.28.061604.135645 · Cited by 537 · see citing works
“An additional complication to this approach is that differences in the difficulty of primary tasks are known to modulate the degree of implicit processing of irrelevant stimuli (Lavie & Tsal 1994).”
BackgroundAttentional control of the processing of neutral and emotional stimuli
Pessoa, L., Kästner, S., & Ungerleider, L. G. (2002) · Cognitive Brain Research · doi:10.1016/s0926-6410(02)00214-8 · Cited by 525 · see citing works
Nigg, J. T. (2005) · Biological Psychiatry · doi:10.1016/j.biopsych.2004.11.011 · Cited by 513 · see citing works
Sawaki, R., & Luck, S. J. (2010) · Attention, Perception, & Psychophysics · doi:10.3758/app.72.6.1455 · Cited by 487 · see citing works
Negative priming from ignored distractors in visual selection: A review
Fox, E. (1995) · Psychonomic Bulletin & Review · doi:10.3758/bf03210958 · Cited by 461 · see citing works
“The episodic retrieval theory ofNP extends Logan's (1988) theory ofautomaticity to situations in which previously ignored information is retrieved.”
BackgroundVoluntary Attention Modulates fMRI Activity in Human MT–MST
O’Craven, K. M., Rosen, B. R., Kwong, K. K., Treisman, A., & Savoy, R. L. (1997) · Neuron · doi:10.1016/s0896-6273(00)80300-1 · Cited by 452 · see citing works
Sarter, M., & Bruno, J. (1999) · Neuroscience · doi:10.1016/s0306-4522(99)00487-x · Cited by 440 · see citing works
An eye-tracking study of website complexity from cognitive load perspective
Wang, Q., Sa, Y., Liu, M., Cao, Z., & Ma, Q. (2014) · Decision Support Systems · doi:10.1016/j.dss.2014.02.007 · Cited by 412 · see citing works
“Here, perceptual load means either that more information needs to be processed for the same task or that the task is more demanding for the same quantity of information [22].”
BackgroundForty-five years after Broadbent (1958): Still no identification without attention.
Lachter, J., Forster, K. I., & Ruthruff, E. D. (2004) · Psychological Review · doi:10.1037/0033-295x.111.4.880 · Cited by 390 · see citing works
Nilli Lavie, C., & Cox, S. G. (1997) · Psychological Science · doi:10.1111/j.1467-9280.1997.tb00432.x · Cited by 381 · see citing works
“…that are entirely irrelevant (such as distractors placed well outside the current search area)'' According to a recent proposal (Lavie, 1995a, Lavie & Tsal, 1994), the efficiency of rejection for irrelevant disd-actors depends on the perceptual load involved in the relevant processing…”
BackgroundEmotional facial expressions capture attention
Vuilleumier, P. O., & Schwartz, S. (2001) · Neurology · doi:10.1212/wnl.56.2.153 · Cited by 377 · see citing works
Latent inhibition in humans: Data, theory, and implications for schizophrenia.
Lubow, R. E., & Gewirtz, J. C. (1995) · Psychological Bulletin · doi:10.1037/0033-2909.117.1.87 · Cited by 362 · see citing works
Selective attention modulates implicit learning
Jiang, Y. V., & Chun, M. M. (2001) · The Quarterly Journal of Experimental Psychology Section A · doi:10.1080/713756001 · Cited by 360 · see citing works
“This confirms the hypothesis that the small learning effect of the ignored configuration found in Experiment 3 may have been the result of imperfect attentional selection (Lavie & Tsal, 1994).”
BackgroundResultInfluentialPark, Y., Sawy, O. A. E., & Fiss, P. C. (2017) · Journal of the Association for Information Systems · doi:10.17705/1jais.00001 · Cited by 488 · see citing works
“Lavie and Tsal, for example, discovered that a distracter has less impact on a more difficult task (that is, a task with high perceptual load) than on a simple or low load task (Lavie 1995; Lavie and Tsal 1994).”
BackgroundSchwartz, S., Vuilleumier, P. O., Hutton, C., Maravita, A., Dolan, R. J., & Driver, J. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh178 · Cited by 348 · see citing works
“This suggests that the load reductions in early visual areas may primarily affect stimulus-driven responses to peripheral distractors, as predicted by psychological accounts of perceptual load (Lavie and Tsal, 1994; Lavie, 1995), rather than by a more general shift in activity.”
BackgroundInfluentialLearning 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
Neuronal Mechanisms of Visual Attention
Maunsell, J. H. R. (2015) · Annual Review of Vision Science · doi:10.1146/annurev-vision-082114-035431 · Cited by 332 · see citing works
“Attention is in some ways a limited resource, but behavioral studies have shown that demanding tasks can command more attention overall than less challenging tasks (Lavie & Tsal 1994; Swallow & Jiang 2013).”
BackgroundHow fast can you change your mind? The speed of top-down guidance in visual search
Wolfe, J. M., Horowitz, T. S., Kenner, N. M., Hyle, M., & Vasan, N. (2004) · Vision Research · doi:10.1016/j.visres.2003.11.024 · Cited by 314 · see citing works
“A reader of Lavie's work (Lavie, 1995; Lavie & Tsal, 1994) might argue that the picture cues were ignored because the word cue was so difficult that it forced a tight focus of attention on the words and excluded the pictures.”
BackgroundThe Role of Perceptual Load in Processing Distractor Faces
Lavie, N., Ro, T., & Russell, C. (2003) · Psychological Science · doi:10.1111/1467-9280.03453 · Cited by 313 · see citing works
“Although there have been many demonstrations of apparently successful distractor rejection, reports of failures to ignore irrelevant distractors have also accumulated (for review, see Lavie & Tsal, 1994).”
BackgroundHopf, J., & Mangun, G. R. (2000) · Clinical Neurophysiology · doi:10.1016/s1388-2457(00)00313-8 · Cited by 312 · see citing works
“How can one interpret this lack of perceptual load effect on early visual attentional processing? According to some proposals (Lavie and Tsal, 1994; Handy and Mangun, 2000), `early selection' may only be involved when perceptual load is suf®ciently high that all attentional resources are exhausted.”
BackgroundPerception of Objects in Natural Scenes: Is It Really Attention Free?
Evans, K. K., & Treisman, A. (2005) · Journal of Experimental Psychology: Human Perception and Performance · doi:10.1037/0096-1523.31.6.1476 · Cited by 281 · see citing works
“(following the load theory of attention proposed by Lavie, 1994 ).”
BackgroundBlinded by the load: attention, awareness and the role of perceptual load
Nilli Lavie, C., Beck, D. M., & Konstantinou, N. (2014) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2013.0205 · Cited by 282 · see citing works
“Thus, while the early versus late selection debate stimulated much research, it remained unresolved for many decades (for reviews, see [6–8]).”
BackgroundAttention enhances contrast sensitivity at cued and impairs it at uncued locations
Pestilli, F., & Carrasco, M. (2005) · Vision Research · doi:10.1016/j.visres.2005.01.019 · Cited by 273 · see citing works
“Others have asserted that attentional selection is required only once the perceptual load exceeds the capacity limit of the system (Lavie, 1995; Lavie & Tsal, 1994 ).”
BackgroundVisual attention as a multilevel selection process
Kästner, S., & Pinsk, M. A. (2004) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.4.4.483 · Cited by 258 · see citing works
“Results from neuroimaging and behavioral studies suggest that the processing of unattended stimuli depends on the degree to which attentional resources are engaged by an attended stimulus ( Lavie & Tsal, 1994; Rees et al., 1997; Yi, Woodman, Widders, Marois, & Chun, 2004).”
BackgroundTwenty years of load theory—Where are we now, and where should we go next?
Murphy, G., Groeger, J. A., & Greene, C. M. (2016) · Psychonomic Bulletin & Review · doi:10.3758/s13423-015-0982-5 · Cited by 261 · see citing works
“This review will examine the state of the research to date - it is timely that we do so now, having passed the 20th anniversary of the load hypothesis (first proposed in Lavie & Tsal, 1994).”
BackgroundResultInfluentialHarnessing the wandering mind: The role of perceptual load
Forster, S., & Nilli Lavie, C. (2009) · Cognition · doi:10.1016/j.cognition.2009.02.006 · Cited by 253 · see citing works
“This fundamental issue has stimulated much research over the past four decades (e.g., see Kahneman and Treisman (1984), Lavie and Tsal (1994), Lavie (1995) for reviews) and a major determinant of focused attention that has been highlighted is the level of perceptual load in a task.”
Visual perceptual load induces inattentional deafness
Macdonald, J. S. P., & Nilli Lavie, C. (2011) · Attention Perception & Psychophysics · doi:10.3758/s13414-011-0144-4 · Cited by 250 · see citing works
“In contrast, tasks involving higher perceptual load consume all or most of attentional capacity, leaving little or none remaining for processing any task-irrelevant information (Lavie, 1995; Lavie & Tsal, 1994).”
Failures to ignore entirely irrelevant distractors: The role of load.
Forster, S., & Lavie, N. (2008) · Journal of Experimental Psychology Applied · doi:10.1037/1076-898x.14.1.73 · Cited by 244 · see citing works
“We focused on the role of perceptual load as prescribed by the Load Theory of attention (Lavie, 1995; Lavie, Hirst, de Fockert, & Viding, 2004; Lavie & Tsal, 1994), as many studies have highlighted the level of perceptual load in a relevant task as a major determinant of the extent to which…”
MethodInfluentialNeuroimaging studies of attention and the processing of emotion-laden stimuli
Pessoa, L., & Ungerleider, L. G. (2004) · Progress in brain research · doi:10.1016/s0079-6123(03)14412-3 · Cited by 236 · see citing works
“Indeed, if attentional resources are not exhausted, then even ignored items of neutral valence can attract attention and interfere with ongoing processing (Yantis and Johnson, 1990; Lavie and Tsal, 1994).”
BackgroundSources of Interference from Irrelevant Information: A Developmental Study
Ridderinkhof, K. R., van der Molen, M. W., Band, G. P. H., & Bashore, T. R. (1997) · Journal of Experimental Child Psychology · doi:10.1006/jecp.1997.2367 · Cited by 234 · see citing works
“Recent work by Lavie (1995; Lavie & Tsal, 1994 ) suggests that when”
BackgroundThe role of attention in visual processing
Maunsell, J. H. R., & Cook, E. P. (2002) · Philosophical Transactions of the Royal Society B Biological Sciences · doi:10.1098/rstb.2002.1107 · Cited by 214 · see citing works
“plexity of the processing to be performed on the relevant items ( Lavie & Tsal 1994; Urbach & Spitzer 1995; Sade & Spitzer 1998).”
MethodRepresenting serial action and perception
Abrahamse, E. L., Jiménez, L., Verwey, W. B., & Clegg, B. A. (2010) · Psychonomic Bulletin & Review · doi:10.3758/pbr.17.5.603 · Cited by 209 · see citing works
“They explained their findings in terms of attentional processing: Responding to predictable stimuli may have released attentional capacity that could be used to process the task-irrelevant sequence (in line with the Lavie model of selective attention; Lavie, 1995; Lavie & Tsal, 1994).”
BackgroundThe role of perceptual load in negative priming.
Nilli Lavie, C., & Fox, E. (2000) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037//0096-1523.26.3.1038 · Cited by 206 · see citing works
Retinotopic organization of early visual spatial attention effects as revealed by PET and ERPs
Woldorff, M. G., Fox, P. T., Matzke, M., Lancaster, J. L., Veeraswamy, S., Zamarripa, F., Seabolt, M., Glass, T. G., Gao, J., Martin, C. C., et al. (1997) · Human Brain Mapping · doi:10.1002/(sici)1097-0193(1997)5:4 · Cited by 195 · see citing works
Look Here but Ignore What You See: Effects of Distractors at Fixation.
Beck, D. M., & Nilli Lavie, C. (2005) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.31.3.592 · Cited by 196 · see citing works
Load-dependent modulation of affective picture processing
Erthal, F. S., Oliveira, L., Mocaiber, I., Pereira, M. G., Machado‐Pinheiro, W., Volchan, E., & Pessoa, L. (2005) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.5.4.388 · Cited by 194 · see citing works
“Lavie and colleagues (Lavie, 1995; Lavie & Tsal, 1994; Rees et al., 1997) have proposed that the amount of distractor processing is a function of the load of the main, attended task.”
Attention aware systems: Theories, applications, and research agenda
Roda, C., & Thomas, J. J. (2006) · Computers in Human Behavior · doi:10.1016/j.chb.2005.12.005 · Cited by 193 · see citing works
“On this basis they stipulate that ‘‘irrelevant information will be excluded from processing only if the prioritised relevant processing exhausts all of the available capacity’’ (Lavie & Tsal, 1994, p. 185).”
BackgroundInfluentialAttention and spatial selection: Electrophysiological evidence for modulation by perceptual load
Handy, T. C., & Mangun, G. R. (2000) · Perception & Psychophysics · doi:10.3758/bf03212070 · Cited by 191 · see citing works
Hyperfocus: the forgotten frontier of attention
Ashinoff, B. K., & Abu-Akel, A. M. (2019) · Psychological Research · doi:10.1007/s00426-019-01245-8 · Cited by 198 · see citing works
“Linnell and Caparos (2013; Linnell, Caparos, de Fockert, & Davidoff, 2013, Linnell, Bremner, Caparos, Davidoff, & de Fockert, 2018) have suggested attentional/cognitive engagement, rather than task difficulty (such as in perceptual load theory; Murphy, Groeger, & Greene. 2016; Makovski, Hommel, & Humphreys 2014; Lavie…”
BackgroundHughes, R. W., Hurlstone, M. J., Marsh, J. E., Vachon, F., & Jones, D. M. (2012) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0029064 · Cited by 184 · see citing works
“Indeed, according to the perceptual load model of attention (Lavie & Tsal, 1994), the control of selective attention is, in part, a passive by-product of the perceptual load imposed by a focal task.”
BackgroundAnxiety modulates the degree of attentive resources required to process emotional faces
FOX, E., RUSSO, R., & GEORGIOU, G. A. (2005) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.5.4.396 · Cited by 181 · see citing works
“These neuroimaging studies have reignited the historic early–late selection debate regarding the extent to which attentional resources are necessary for semantic processing of stimuli (see, e.g., Driver & Tipper, 1989; Lavie & Tsal, 1994 ).”
BackgroundSelective attention and perceptual load in autism spectrum disorder
Remington, A. (2010) · UCL Discovery (University College London) · Cited by 179 · see citing works
Auditory distraction: A duplex-mechanism account
Hughes, R. W. (2014) · PsyCh Journal · doi:10.1002/pchj.44 · Cited by 176 · see citing works
The influence of perceptual load on age differences in selective attention.
Maylor, E. A., & Nilli Lavie, C. (1998) · Psychology and Aging · doi:10.1037//0882-7974.13.4.563 · Cited by 176 · see citing works
The extent of crowding in peripheral vision does not scale with target size
Tripathy, S. P., & Cavanagh, P. (2002) · Vision Research · doi:10.1016/s0042-6989(02)00197-9 · Cited by 174 · see citing works
“Lavie and Tsal (1994) propose that in the search paradigm, the amount of attentional resources allocated cannot be less than the total attentional capacity available.”
BackgroundPush-Pull Mechanism of Selective Attention in Human Extrastriate Cortex
Pinsk, M. A., Doniger, G. M., & Kästner, S. (2004) · Journal of Neurophysiology · doi:10.1152/jn.00974.2003 · Cited by 170 · see citing works
Contrasting effects of sensory limits and capacity limits in visual selective attention
Nilli Lavie, C., & de Fockert, J. W. (2003) · Perception & Psychophysics · doi:10.3758/bf03194795 · Cited by 171 · see citing works
“Lavie (1995, 2000, 2001; Lavie & Tsal, 1994 ) has recently suggested such a hybrid model, in which the level of perceptual load of the relevant processing determines whether early selection or late selection occurs.”
BackgroundResultInfluentialIs Attentional Resource Allocation Across Sensory Modalities Task-Dependent?
Wahn, B., & Peter König, B. (2017) · Advances in Cognitive Psychology · doi:10.5709/acp-0209-2 · Cited by 165 · see citing works
“While load theory has been primarily investigated in the visual sensory modality (Benoni, Zivony, & Tsal, 2014; Lavie, 1995; Lavie & Tsal, 1994; Tsal & Benoni, 2010), researchers also investigated load theory in a crossmodal research design (Matusz et al., 2015; Tellinghuisen & Nowak, 2003) to…”
BackgroundWorking memory and executive function: The influence of content and load on the control of attention
Hester, R., & Garavan, H. (2005) · Memory & Cognition · doi:10.3758/bf03195311 · Cited by 161 · see citing works
“The use of different secondary tasks examined whether the processing required for the secondary task influenced the effect of WM load on switch trials, given the debate about early and late processing (Johnston & Heinz, 1978, 1979; Lavie & Tsal, 1994 ).”
BackgroundSmits-Engelsman, B. C. M., Wilson, P. H., Westenberg, Y., & Duysens, J. (2003) · Human Movement Science · doi:10.1016/j.humov.2003.09.006 · Cited by 161 · see citing works
“While attentional deficits are thought mainly to reflect the use of inappropriate strategies for allocating resources rather than a lack of processing resources per se, capacity limitations may still emerge under complex and novel task conditions (Lavie & Tsal, 1994).”
BackgroundProcessing of irrelevant visual motion during performance of an auditory attention task
Rees, G. E., Frith, C., & Nilli Lavie, C. (2001) · Neuropsychologia · doi:10.1016/s0028-3932(01)00016-1 · Cited by 161 · see citing works
“Lavie [23,24,27] has recently suggested that a resolution to the early and late selection debate may be found if a hybrid model of attention, that combines aspects from both views, is considered.”
The role of perceptual load in visual awareness
Nilli Lavie, C. (2006) · Brain Research · doi:10.1016/j.brainres.2005.10.023 · Cited by 160 · see citing works
“…competition paradigm was chosen for the first behavioral load experiments because it has been widely accepted as a conventional measure of distractor perception within modern research of early and late selection debate (Miller, 1991; Yantis and Johnston, 1990, for review, see Lavie and Tsal, 1994).”
BackgroundHuang‐Pollock, C. L., Nigg, J. T., & Carr, T. H. (2005) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2005.00410.x · Cited by 154 · see citing works
Unconscious orientation processing depends on perceptual load
Bahrami, B., Carmel, D. P., Walsh, V., Rees, G. E., & Nilli Lavie, C. (2008) · Journal of Vision · doi:10.1167/8.3.12 · Cited by 155 · see citing works
“A central point of Lavie's Load Theory is that merely instructing participants to pay attention to or to ignore a certain stimulus may not always guarantee that attentional resources are allocated or can be voluntarily withheld from that stimulus (Lavie, 1995; Lavie & Tsal, 1994).”
BackgroundWhat we see: Inattention and the capture of attention by meaning
Mack, A., Pappas, Z., Silverman, M. E., & Gay, R. K. (2002) · Consciousness and Cognition · doi:10.1016/s1053-8100(02)00028-4 · Cited by 154 · see citing works
Handy, T. C., Soltani, M., & Mangun, G. R. (2001) · Psychological Science · doi:10.1111/1467-9280.00338 · Cited by 152 · see citing works
“1 Discussion Consistent with the model of Lavie and Tsal (1994), the P1 data indicate that the sensory-evoked response in early visuocortical processing was reduced for task-irrelevant, parafoveal stimuli when the perceptual Perceptual load Distractor Incompatible Neutral Difference Low 546 (78)…”
BackgroundResultDissociating top-down attentional control from selective perception and action
Hopfinger, J. B., Woldorff, M. G., Fletcher, E. M., & Mangun, G. R. (2001) · Neuropsychologia · doi:10.1016/s0028-3932(01)00117-8 · Cited by 148 · see citing works
“Furthermore, recent studies of attentional ‘load’ [37] have shown that the allocation of attentional resources is not an all-or-none phenomenon, but rather depends on factors such as perceptual and task difficulty.”
BackgroundMotion psychophysics: 1985-2010.
Burr, D., & Thompson, P. (2011) · Vision Research · doi:10.1016/j.visres.2011.02.008 · Cited by 178 · see citing works
Visual spatial attention to multiple locations at once: The jury is still out.
Jans, B., Peters, J. C., & Weerd, P. D. (2010) · Psychological Review · doi:10.1037/a0019082 · Cited by 143 · see citing works
Modeling the Effects of Perceptual Load: Saliency, Competitive Interactions, and Top-Down Biases
Neokleous, K., Shimi, A. G., & Avraamides, M. N. (2016) · Frontiers in Psychology · doi:10.3389/fpsyg.2016.00001 · Cited by 143 · see citing works
“Lavie and colleagues proposed PLT as a hybrid model that reconciles the long-standing debate concerning the locus of selection (Lavie and Tsal, 1994; Lavie, 1995; Lavie and Fox, 2000).”
BackgroundDiluting the burden of load: Perceptual load effects are simply dilution effects.
Tsal, Y., & Benoni, H. (2010) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/a0018172 · Cited by 143 · see citing works
Self-citationAttention-Deficit/Hyperactivity Disorder: A Neuropsychological Perspective Towards DSM-V
Stefanatos, G. A., & Baron, I. S. (2007) · Neuropsychology Review · doi:10.1007/s11065-007-9020-3 · Cited by 142 · see citing works
“It would be useful to incorporate features (such as varying perceptual load (Huang-Pollock, Nigg, & Carr, 2005; Lavie & Tsal, 1994) that ensure that the same function is being assessed and that a comparable challenge level is engaged across different developmental levels.”
BackgroundTemporal order judgment reveals how number magnitude affects visuospatial attention
Casarotti, M., Michielin, M., Zorzi, M., & Umiltà, C. A. (2006) · Cognition · doi:10.1016/j.cognition.2006.09.001 · Cited by 140 · see citing works
“As demonstrated by Lavie (1995; also see Lavie & Tsal, 1994), the processing of irrelevant information is prevented when the load of the task is suYciently high to exceed the available attentional resources.”
BackgroundDistracted by pleasure: Effects of positive versus negative valence on emotional capture under load.
Gupta, R., Hur, Y., & Nilli Lavie, C. (2015) · Emotion · doi:10.1037/emo0000112 · Cited by 139 · see citing works
Kadosh, R. C., Kadosh, K. C., Linden, D. E. J., Gevers, W., Berger, A., & Henik, A. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.6.957 · Cited by 135 · see citing works
“Therefore, instead of manipulating the cognitive load in a perceptual task (Lavie, 2005; Lavie et al., 2004; Lavie & Tsal, 1994), in the present study, the cognitive load is manipulated at the representational level.”
BackgroundInfluentialAttentional load modifies early activity in human primary visual cortex
Rauss, K. S., Pourtois, G., Vuilleumier, P. O., & Schwartz, S. (2008) · Human Brain Mapping · doi:10.1002/hbm.20636 · Cited by 137 · see citing works
“[1995; Lavie et al., 2004; Lavie and Tsal, 1994], has received increasing research interest, as it integrates a range of disparate findings obtained with different experimental paradigms.”
Glick, H., & Sharma, A. (2020) · Frontiers in Neuroscience · doi:10.3389/fnins.2020.00093 · Cited by 139 · see citing works
“…induces compensatory changes in visual attention, this may reduce available cortical resources available for other downstream cognitive tasks (Broadbent, 1954; Norman and Bobrow, 1975; Lavie and Tsal, 1994; Lavie, 1995; Rees et al., 1997; Lavie and de Fockert, 2003, 2005; Lavie et al., 2004).”
BackgroundThe attentional ‘spotlight’s’ penumbra: center-surround modulation in striate cortex
Müller, N. G., & Kleinschmidt, A. K. (2004) · Neuroreport · doi:10.1097/00001756-200404290-00009 · Cited by 134 · see citing works
“It seems likely that other factors such as task difficulty or perceptual load [18,19] also contribute to the modulation of neural activity.”
BackgroundActive suppression of distractors that match the contents of visual working memory
Sawaki, R., & Luck, S. J. (2011) · Visual Cognition · doi:10.1080/13506285.2011.603709 · Cited by 135 · see citing works
“…was actively suppressed because the target and the distractor were the only items in the display, and task-irrelevant distractors can provide strong competition for attention under such low perceptual load conditions (Lavie, 1995, 2005; Lavie, Hirst, de Fockert, & Viding, 2004; Lavie & Tsal, 1994).”
BackgroundSadeh, N., & Verona, E. (2008) · Neuropsychology · doi:10.1037/a0012692 · Cited by 132 · see citing works
“A series of behavioral (Lavie, 1995; Lavie & Tsal, 1994; Maylor & Lavie, 1998) and fMRI (Rees, Frith, & Lavie, 1997; Schwartz et al., 2005) studies revealed that perceptual load (i.e., the number of task-relevant items in a display or the perceptual demands of a task) influenced the extent to which…”
BackgroundSpatial selection via feature-driven inhibition of distractor locations
Cepeda, N. J., Cave, K. R., Bichot, N. P., & Kim, M.-S. (1998) · Perception & Psychophysics · doi:10.3758/bf03206059 · Cited by 132 · see citing works
Priming of pop-out depends upon the current goals of observers
Fecteau, J. H. (2007) · Journal of Vision · doi:10.1167/7.6.1 · Cited by 129 · see citing works
Divjak, D. (2019) · Elsevier eBooks · doi:10.1016/b978-0-323-95504-1.01134-0 · Cited by 132 · see citing works
Fujisaki, W., & Nishida, S. (2009) · Experimental Brain Research · doi:10.1007/s00221-009-1870-x · Cited by 127 · see citing works
“rapidly the sensory system extracts salient features for cross-modal matching from low-level signal streams, and/ or how precisely the temporal position of matching-feature is represented in the brain (Lavie and Tsal 1994).”
BackgroundInfluentialMacdonald, J. S. P., & Nilli Lavie, C. (2008) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.34.5.1078 · Cited by 126 · see citing works
“Mack and Rock (1998) compared levels of inattentional blindness for an unexpected object presented at fixation with the same object presented in the periphery.”
BackgroundResultMartin, C. D., Dering, B., Thomas, E. M., & Thierry, G. (2009) · NeuroImage · doi:10.1016/j.neuroimage.2009.04.025 · Cited by 124 · see citing works
“We aimed at determining if selective attention operates early in the processing stream or at a post-perceptual stage (Lavie and Tsal, 1994; Lavie, 1995; Luck and Hillyard, 1999; Kincses et al. 2006).”
Attention Is Amplification, Not Selection
Fazekas, P., & Nánay, B. (2018) · The British Journal for the Philosophy of Science · doi:10.1093/bjps/axy065 · Cited by 121 · see citing works
Attention and selection in the growing child: views derived from developmental psychophysiology
Ridderinkhof, K. R., & van der Stelt, O. (2000) · Biological Psychology · doi:10.1016/s0301-0511(00)00053-3 · Cited by 121 · see citing works
Wolfe, J. M. (2000) · Elsevier eBooks · doi:10.1016/b978-012443760-9/50010-6 · Cited by 121 · see citing works
Frequency in Language: Memory, Attention and Learning
Divjak, D. (2019) · doi:10.1017/9781316084410 · Cited by 115 · see citing works
Huang‐Pollock, C. L., Carr, T. H., & Nigg, J. T. (2002) · Developmental Psychology · doi:10.1037/0012-1649.38.3.363 · Cited by 127 · see citing works
“Recent research with adults suggests that the locus of selection— early versus late—is a function of perceptual load, or the total amount of potentially task-relevant information available in the external environment (Lavie, 1995; Lavie & Cox, 1997; Lavie & Fox, 2000; Lavie & Tsal, 1994; Maylor & Lavie, 1998).”
BackgroundWorking memory load and distraction: dissociable effects of visual maintenance and cognitive control
Konstantinou, N., Beal, E., King, J., & Lavie, N. (2014) · Attention, perception & psychophysics · doi:10.3758/s13414-014-0742-z · Cited by 108 · see citing works
“…distractions is not determined just by the intention to be focused or by the separability of the target and distractor stimuli, but also by the level and type of processing load involved in the current task (for reviews, see, e.g., Lavie, 1995, 2005, 2010; Lavie & Dalton, 2013; Lavie & Tsal, 1994).”
BackgroundThe effect of a virtual reality learning environment on learners’ spatial ability
Sun, R., Wu, Y. J., & Cai, Q. (2018) · Virtual Reality · doi:10.1007/s10055-018-0355-2 · Cited by 111 · see citing works
Neural strength of visual attention gauged by motion adaptation
Alais, D., & Blake, R. (1999) · Nature Neuroscience · doi:10.1038/14814 · Cited by 111 · see citing works
“We are inclined, therefore, to believe that motion inserts more difficult to detect call for greater attentional vigilance during adaptation, consistent with the proposal that selective attention is most pronounced on tasks involving high perceptual loa”
BackgroundOlivers, C. N. L., & Humphreys, G. W. (2002) · Journal of Experimental Psychology Human Perception & Performance · doi:10.1037/0096-1523.28.1.22 · Cited by 111 · see citing works
“Maki et al. (1997), using a semantically related prime, showed that the strength of priming did not alter with increasing lag between T1 and the prime. In other words, the prime was as effective when presented inside the blink as when presented outside the blink. The present experiments address a closely related issue…”
MethodAttentional Load and Attentional Boost: A Review of Data and Theory
Swallow, K. M., & Jiang, Y. V. (2013) · Frontiers in Psychology · doi:10.3389/fpsyg.2013.00274 · Cited by 110 · see citing works
“but any perceptual capacity that remains spills over to irrelevant items (Lavie and Tsal, 1994).”
BackgroundMethodInfluentialThe inability to ignore auditory distractors as a function of visual task perceptual load
Tellinghuisen, D. J., & Nowak, E. J. (2003) · Perception & Psychophysics · doi:10.3758/bf03194817 · Cited by 107 · see citing works
“Lavie (e.g., Lavie, 1995; Lavie & Cox, 1997; Lavie & Tsal, 1994) has identified difficulty of the target search, or perceptual load, as a determining factor in how irrelevant information influences search eff iciency.”
BackgroundMethodResultInfluentialManipulating inattentional blindness within and across sensory modalities
Sinnett, S., Costa, A., & Soto‐Faraco, S. (2006) · Quarterly Journal of Experimental Psychology · doi:10.1080/17470210500298948 · Cited by 108 · see citing works
“Namely, the more processing resources that are necessary to accomplish a given task, the less likely it is that irrelevant stimuli not playing a part in the main task will be processed (see also, Chaudhuri, 1990; Joseph, Chun, & Nakayama, 1997; Lavie & Tsal, 1994; Navarrete & Costa, 2005; Rees, Frith, & Lavie, 1997; R…”
BackgroundTresilian, J. R. (1998) · Experimental Brain Research · doi:10.1007/s002210050409 · Cited by 107 · see citing works
“A classic example of an identification task is that introduced by Ericksen and Ericksen (1974) which has subsequently appeared in many variants (for review, see Lavie and Tsal 1994 ).”
MethodMangun, G. R., & Buck, L. A. (1998) · Neuropsychologia · doi:10.1016/s0028-3932(97)00123-1 · Cited by 104 · see citing works
- Authors
- Lavie, N., & Tsal, Y.
- Affiliations
- Tel Aviv University (IL)
- Venue
- Perception & Psychophysics
- Published
- 1994-03
- Volume
- 56
- Issue
- 2
- Pages
- 183-197
- ISSN
- 0031-5117 (ISSN-L)
- 1532-5962
- OpenAlex
- W2051769625
- Cited by
- 870
- References
- 127
- Citations by year
- 2026: 23 · 2025: 35 · 2024: 22 · 2023: 34 · 2022: 29 · 2021: 39 · 2020: 43 · 2019: 45 · 2018: 36 · 2017: 27 · 2016: 33 · 2015: 32 · 2014: 40 · 2013: 37 · 2012: 43
- FWCI
- 1.47
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- www.springer.com/tdm (tdm)
- Locations
- Perception & Psychophysics (publishedVersion)
- PubMed (publishedVersion)
- UCL Discovery (University College London) (submittedVersion)
- Topics
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Life Sciences › Neuroscience › Cognitive Neuroscience › Visual perception and processing mechanisms
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Keywords
- perceptual load, visual attention, early selection, attentional resources, selective attention
- MeSH terms
- Attention, Discrimination Learning, Humans, Orientation, Pattern Recognition, Visual, Psychophysics
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