Mechanisms of Working Memory Disruption by External Interference
Open accessAbstract
The negative impact of external interference on working memory (WM) performance is well documented; yet, the mechanisms underlying this disruption are not sufficiently understood. In this study, electroencephalogram and functional magnetic resonance imaging (fMRI) data were recorded in separate experiments that each introduced different types of visual interference during a period of WM maintenance: distraction (irrelevant stimuli) and interruption (stimuli that required attention). The data converged to reveal that regardless of the type of interference, the magnitude of processing interfering stimuli in the visual cortex (as rapidly as 100 ms) predicted subsequent WM recognition accuracy for stored items. fMRI connectivity analyses suggested that in the presence of distraction, encoded items were maintained throughout the delay period via connectivity between the middle frontal gyrus and visual association cortex, whereas memoranda were not maintained when subjects were interrupted but rather reactivated in the postinterruption period. These results elucidate the mechanisms of external interference on WM performance and highlight similarities and differences of distraction and multitasking.
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The cognitive interference effect impairs the ability to voluntarily inhibit high-priority yet task-irrelevant habits such as checking a smartphone.
“It has been proposed that this “cognitive interference effect” impairs the ability to voluntarily inhibit high-priority yet task-irrelevant habits such as checking a smartphone19,21,23.”
From Emotion-related impulsivity moderates the cognitive interference effect of smartphone availability on working memory (2019) · cites this paper as [19]
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Cites
Controlling the False Discovery Rate: A Practical and Powerful Approach to Multiple Testing
Benjamini, Y., & Hochberg, Y. (1995) · Journal of the Royal Statistical Society Series B: Statistical Methodology · doi:10.1111/j.2517-6161.1995.tb02031.x · Cited by 109,482 · see citing works
AFNI: Software for analysis and visualization of functional magnetic resonance neuroimages
Cox, R. W. (1996) · Computers and Biomedical Research · doi:10.1006/cbmr.1996.0014 · Cited by 10,913 · see citing works
The fusiform face area: a module in human extrastriate cortex specialized for face perception
Kanwisher, N., McDermott, J., & Chun, M. M. (1997) · The Journal of Neuroscience · doi:10.1523/jneurosci.17-11-04302.1997 · Cited by 7,738 · see citing works
Inhibition and the right inferior frontal cortex
Aron, A. R., Robbins, T. W., & Poldrack, R. A. (2004) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2004.02.010 · Cited by 3,197 · see citing works
Electrophysiological Studies of Face Perception in Humans
Shlomo Bentin, A., Allison, T., Puce, A., Perez, E., & McCarthy, G. (1996) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.1996.8.6.551 · Cited by 3,081 · see citing works
A cortical representation of the local visual environment
Epstein, R. A., & Kanwisher, N. (1998) · Nature · doi:10.1038/33402 · Cited by 2,960 · see citing works
Role of left inferior prefrontal cortex in retrieval of semantic knowledge: A reevaluation
Thompson‐Schill, S. L., D’Esposito, M., Aguirre, G. K., & Farah, M. J. (1997) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.94.26.14792 · Cited by 2,122 · see citing works
Event-related brain potentials in the study of visual selective attention
Hillyard, S. A., & Anllo-Vento, L. (1998) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.95.3.781 · Cited by 1,525 · see citing works
Neural Mechanisms of Visual Working Memory in Prefrontal Cortex of the Macaque
Miller, E. K., Erickson, C. A., & Desimone, R. (1996) · Journal of Neuroscience · doi:10.1523/jneurosci.16-16-05154.1996 · Cited by 1,441 · see citing works
Top-down suppression deficit underlies working memory impairment in normal aging
Gazzaley, A., Cooney, J. W., Rissman, J., & D'Esposito, M. (2005) · Nature Neuroscience · doi:10.1038/nn1543 · Cited by 934 · see citing works
Self-citationThe locus of interference in the perception of simultaneous stimuli.
Duncan, J. (1980) · Psychological Review · doi:10.1037/0033-295x.87.3.272 · Cited by 922 · see citing works
Measuring functional connectivity during distinct stages of a cognitive task
Rissman, J., Gazzaley, A. H., & D’Esposito, M. (2004) · NeuroImage · doi:10.1016/j.neuroimage.2004.06.035 · Cited by 894 · see citing works
Self-citationStimulus-Specific Delay Activity in Human Primary Visual Cortex
Serences, J. T., Ester, E. F., Vogel, E. K., & Awh, E. (2009) · Psychological Science · doi:10.1111/j.1467-9280.2009.02276.x · Cited by 833 · see citing works
Maintenance versus Manipulation of Information Held in Working Memory: An Event-Related fMRI Study
D’Esposito, M., Postle, B. R., Ballard, D., & Lease, J. (1999) · Brain and Cognition · doi:10.1006/brcg.1999.1096 · Cited by 779 · see citing works
Stages of processing in face perception: an MEG study
Jia Liu, B., Harris, A. M., & Kanwisher, N. (2002) · Nature Neuroscience · doi:10.1038/nn909 · Cited by 683 · see citing works
Parallel Neuronal Mechanisms for Short-Term Memory
Miller, E. K., & Desimone, R. (1994) · Science · doi:10.1126/science.8290960 · Cited by 630 · see citing works
STEVENS' HANDBOOK OF EXPERIMENTAL PSYCHOLOGY
Pashler, H. (2002) · Wiley eBooks · doi:10.1002/0471214426 · Cited by 576 · see citing works
Top-down Enhancement and Suppression of the Magnitude and Speed of Neural Activity
Gazzaley, A. H., Cooney, J. W., McEvoy, K., Knight, R. T., & D’Esposito, M. (2005) · Journal of Cognitive Neuroscience · doi:10.1162/0898929053279522 · Cited by 464 · see citing works
Self-citationAge-related top-down suppression deficit in the early stages of cortical visual memory processing
Gazzaley, A. H., Clapp, W. C., Kelley, J., McEvoy, K., Knight, R. T., & D’Esposito, M. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0806074105 · Cited by 452 · see citing works
Self-citationA Trial-Based Experimental Design for fMRI
Zarahn, E., Aguirre, G. K., & D’Esposito, M. (1997) · NeuroImage · doi:10.1006/nimg.1997.0279 · Cited by 416 · see citing works
Active maintenance in prefrontal area 46 creates distractor-resistant memory
Sakai, K., Rowe, J. B., & Passingham, R. E. (2002) · Nature Neuroscience · doi:10.1038/nn846 · Cited by 390 · see citing works
Sources of attention-sensitive visual event-related potentials
Gómez, C. M., Clark, V. P., Fan, S., Luck, S. J., & Hillyard, S. A. (1994) · Brain Topography · doi:10.1007/bf01184836 · Cited by 355 · see citing works
Functional connectivity during working memory maintenance
GAZZALEY, A., RISSMAN, J., & D'ESPOSITO, M. (2004) · Cognitive, Affective, & Behavioral Neuroscience · doi:10.3758/cabn.4.4.580 · Cited by 337 · see citing works
Self-citationD’Esposito, M., Postle, B. R., Jonides, J., & Smith, E. E. (1999) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.96.13.7514 · Cited by 329 · see citing works
Leung, H.-C., Gore, J. C., & Goldman-Rakic, P. S. (2002) · Journal of Cognitive Neuroscience · doi:10.1162/08989290260045882 · Cited by 314 · see citing works
Neural Suppression of Irrelevant Information Underlies Optimal Working Memory Performance
Zanto, T. P., & Gazzaley, A. (2009) · The Journal of Neuroscience · doi:10.1523/jneurosci.4621-08.2009 · Cited by 302 · see citing works
Self-citationGazzaley, A., Rissman, J., Cooney, J., Rutman, A., Seibert, T., Clapp, W., & D'Esposito, M. (2007) · Cerebral Cortex · doi:10.1093/cercor/bhm113 · Cited by 287 · see citing works
Self-citationFurther toward a model of the Mind’s eye’s movement
Jonides, J. (1983) · Bulletin of the Psychonomic Society · doi:10.3758/bf03334699 · Cited by 236 · see citing works
Contribution of Human Prefrontal Cortex to Delay Performance
Chao, L. L., & Knight, R. T. (1998) · Journal of Cognitive Neuroscience · doi:10.1162/089892998562636 · Cited by 232 · see citing works
Early stages (P100) of face perception in humans as measured with event-related potentials (ERPs)
Herrmann, M., Ehlis, A., Ellgring, H., & Fallgatter, A. (2004) · Journal of Neural Transmission · doi:10.1007/s00702-004-0250-8 · Cited by 214 · see citing works
Charan Ranganath, A., DeGutis, J., & D’Esposito, M. (2004) · Cognitive Brain Research · doi:10.1016/j.cogbrainres.2003.11.017 · Cited by 206 · see citing works
Brain Activity Related to Working Memory and Distraction in Children and Adults
Olesen, P. J., Macoveanu, J., Tegner, J. N., & Klingberg, T. (2006) · Cerebral Cortex · doi:10.1093/cercor/bhl014 · Cited by 172 · see citing works
Early top-down control of visual processing predicts working memory performance.
Rutman, A. M., Clapp, W. C., Chadick, J. Z., & Gazzaley, A. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21257 · Cited by 150 · see citing works
Self-citationSeeking the Neural Substrates of Visual Working Memory Storage
Postle, B. R., Druzgal, T. J., & D’Esposito, M. (2003) · Cortex · doi:10.1016/s0010-9452(08)70871-2 · Cited by 147 · see citing works
Yoon, J. H., Curtis, C. E., & D’Esposito, M. (2005) · NeuroImage · doi:10.1016/j.neuroimage.2005.08.024 · Cited by 138 · see citing works
Effects of verbal and nonverbal interference on spatial and object visual working memory
Postle, B. R., D’Esposito, M., & Corkin, S. (2005) · Memory & Cognition · doi:10.3758/bf03195309 · Cited by 121 · see citing works
Sreenivasan, K., & Jha, A. (2007) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2007.19.1.32 · Cited by 117 · see citing works
Dolcos, F., Diaz-Granados, P., Wang, L., & McCarthy, G. (2007) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2007.07.010 · Cited by 108 · see citing works
Johnson, M. K. (2003) · Cerebral Cortex · doi:10.1093/cercor/13.3.265 · Cited by 105 · see citing works
Dolcos, F., Miller, B., Kragel, P. A., Jha, A. P., & McCarthy, G. (2007) · Brain Research · doi:10.1016/j.brainres.2007.03.059 · Cited by 99 · see citing works
ERP evidence for task modulations on face perceptual processing at different spatial scales
Goffaux, V., Jemel, B., Jacques, C., et al. (2003) · Cognitive Science · doi:10.1207/s15516709cog2702_8 · Cited by 99 · see citing works
The role of prefrontal cortex in resolving distractor interference
Jha, A. P., Fabian, S., & Aguirre, G. K. (2004) · Cognitive Affective & Behavioral Neuroscience · doi:10.3758/cabn.4.4.517 · Cited by 86 · see citing works
Sakai, K., & Passingham, R. (2004) · Cerebral Cortex · doi:10.1093/cercor/bhh050 · Cited by 68 · see citing works
Seghier, M. L., Lazeyras, F., Pegna, A. J., Annoni, J., & Khateb, A. (2007) · Human Brain Mapping · doi:10.1002/hbm.20410 · Cited by 59 · see citing works
Parahippocampal Reactivation Signal at Retrieval after Interruption of Rehearsal
Sakai, K., Rowe, J. B., & Passingham, R. E. (2002) · Journal of Neuroscience · doi:10.1523/jneurosci.22-15-06315.2002 · Cited by 58 · see citing works
Reactivation of Memory: Role of Medial Temporal Lobe and Prefrontal Cortex
Sakai, K. (2003) · Reviews in the Neurosciences · doi:10.1515/revneuro.2003.14.3.241 · Cited by 46 · see citing works
Prefrontal and parietal contributions to refreshing: An rTMS study
Miller, B. T., Verstynen, T., Johnson, M. K., et al. (2007) · NeuroImage · doi:10.1016/j.neuroimage.2007.08.023 · Cited by 18 · see citing works
Flagged first, then by citations
Research works printed but not linked: 2
- Baddeley A. Working memory. Oxford: Oxford University Press; 1986. [Google Scholar]
- Gazzaley A, D'Esposito M. Unifying prefrontal cortex function: executive control, neural networks and top-down modulation. In: Cummings J, Miller B, editors. The human frontal lobes. New York: The Guildford Press; 2007. [Google Scholar]
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Bressler, S. L., & Menon, V. (2010) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2010.04.004 · Cited by 2,348 · see citing works
Top-down modulation: bridging selective attention and working memory
Gazzaley, A., & Nobre, A. C. (2012) · Trends in Cognitive Sciences · doi:10.1016/j.tics.2011.11.014 · Cited by 1,404 · see citing works
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Ward, A. F., Duke, K., Gneezy, A., & Bos, M. W. (2017) · Journal of the Association for Consumer Research · doi:10.1086/691462 · Cited by 787 · see citing works
Bollinger, J., Rubens, M. T., Zanto, T. P., & Gazzaley, A. (2010) · The Journal of Neuroscience · doi:10.1523/jneurosci.1547-10.2010 · Cited by 97 · see citing works
Self-citationCanale, N., Vieno, A., Doro, M., Rosa Mineo, E., Marino, C., & Billieux, J. (2019) · Scientific Reports · doi:10.1038/s41598-019-54911-7 · Cited by 50 · see citing works
- Authors
- Clapp, W. C., Rubens, M. T., & Gazzaley, A.
- Affiliations
- University of California, San Francisco (US)
- ORCID
- Gazzaley, A.
- Venue
- Cerebral Cortex
- Publisher
- Oxford University Press (OUP)
- Published
- 2009-07-31
- Volume
- 20
- Issue
- 4
- Pages
- 859-872
- ISSN
- 1047-3211 (ISSN-L)
- 1460-2199
- PMC
- PMC2837090
- OpenAlex
- W2151326602
- Cited by
- 195
- References
- 47
- Citations by year
- 2026: 14 · 2025: 6 · 2024: 8 · 2023: 11 · 2022: 19 · 2021: 15 · 2020: 13 · 2019: 14 · 2018: 8 · 2017: 12 · 2016: 15 · 2015: 13 · 2014: 9 · 2013: 7 · 2012: 8
- FWCI
- 5.02
- Type
- journal article
- Language
- en
- Open access
- green
- www.ncbi.nlm.nih.gov
- Locations
- Cerebral Cortex (publishedVersion)
- Europe PMC (PubMed Central) (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Institute on Aging (K08AG025221, R01AG030395)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Keywords
- working memory, external interference, distraction, interruptions, visual interference, visual cortex, memory maintenance, middle frontal gyrus, visual association cortex, neuronal connectivity, memory reactivation, multitasking
- MeSH terms
- Adolescent, Adult, Attention, Brain Mapping, Cerebral Cortex, Cues, Electroencephalography, Evoked Potentials, Face, Female, Humans, Image Processing, Computer-Assisted, Magnetic Resonance Imaging, Male, Memory Disorders, Memory, Short-Term, Neuropsychological Tests, Oxygen, Photic Stimulation, Reaction Time, Young Adult
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