A Disruption in the Balance of Attentional Systems Plays a Role in Trait Anxiety
Open accessAbstract
Elevated levels of anxiety are associated with attentional threat biases and inefficient attentional control, with the latter requiring sustained cognitive effort. The current study assessed self-reported and behavioral evidence of attentional functioning, along with electrodermal activity (EDA; measured via changes in skin conductance level [SCL reactivity]) as an index of sympathetic arousal, to examine whether these vulnerabilities are evident among individuals with elevated trait anxiety (non-clinical). Fifty-nine participants completed a working memory span task measuring attentional control under high cognitive load. A visual change detection task assessed stimulus-driven attention as an indicator of vigilance to non-threatening visual information. Trait anxiety was self-reported. SCL was captured at rest and during the working memory task. Results revealed that trait anxiety was positively related to speed of visual change detection, without accuracy costs, suggesting enhanced vigilance for neutral visual information among those higher in trait anxiety. Trait anxiety also moderated the relation between change detection speed and attentional control, such that attentional vigilance was not associated with variation in attentional control for individuals higher in trait anxiety. However, for individuals lower in trait anxiety, vigilance was negatively associated with attention control. The relationship between vigilance and attentional control was also moderated by SCL reactivity such that the association was only significant at lower SCL reactivity levels. Taken together, results suggest that individuals higher in trait anxiety demonstrate greater attentional control in the service of visual detection, but greater attentional control may come at the cost of increased sympathetic arousal.
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Individuals with good attentional control ability can regulate top-down attention allocation and avoid bottom-up stimulus drive systems that are overly enhanced and more easily attracted to negative stimuli.
“Individuals with good attentional control ability can regulate top-down attention allocation and avoid bottom-up stimulus drive systems that are overly enhanced and more easily attracted to negative stimuli.”
From Media multitasking, depression, and anxiety of college students: Serial mediating effects of attention control and negative information attentional bias (2022) · cites this paper as [54]
The Introduction (§1.1; page unavailable) describes attentional control as goal-directed regulation that can inhibit distracting stimuli. But the Discussion (§4; page unavailable) says better attentional control is associated with less vigilance only among people lower in trait anxiety; those higher in trait anxiety may experience attentional capture regardless of their control ability. The study assessed detection of neutral stimuli, not whether good control prevents attraction to negative stimuli. (LLM, conf=0.88)
Experimental — accuracy not yet measuredThe lower the attentional control, the more susceptible the individual is to the stimulus drive system, and the more attention is captured by negative stimuli, leading to anxiety and depression.
“However, the lower the attentional control, the more susceptible the individual is to the stimulus drive system, and the more attention is captured by negative stimuli, leading to anxiety and depression (54–56).”
From Media multitasking, depression, and anxiety of college students: Serial mediating effects of attention control and negative information attentional bias (2022) · cites this paper as [54]
The Introduction (§1.1; page unavailable) links trait anxiety with stimulus-driven attention to threat and reduced resources for attentional control. But the Discussion (§4; page unavailable) says attentional capture in people higher in trait anxiety may occur regardless of their general attentional control and whether stimuli are threatening. The paper does not establish that low control causes negative-stimulus capture leading to anxiety and depression; depression is not addressed in the retrieved passages. (LLM, conf=0.86)
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Cites
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000) · Cognitive Psychology · doi:10.1006/cogp.1999.0734 · Cited by 15,798 · see citing works
Baddeley, A. D., & Hitch, G. (1974) · Psychology of Learning and Motivation · doi:10.1016/s0079-7421(08)60452-1 · Cited by 9,860 · see citing works
Anxiety and cognitive performance: Attentional control theory
Eysenck, M. W., Derakshan, N., Santos, R., & Calvo, M. G. (2007) · Emotion · doi:10.1037/1528-3542.7.2.336 · Cited by 5,289 · cited 17× · see citing works
“High levels of trait anxiety can be deleterious to emotional well-being and contribute to deficits in daily functioning, due in part to associated cognitive difficulties [1,5].”
BackgroundInfluentialConway, A. R. A., Cowan, N., Bunting, M. F., Therriault, D. J., & Minkoff, S. R. B. (2002) · Intelligence · doi:10.1016/s0160-2896(01)00096-4 · Cited by 1,108 · see citing works
Koster, E. H. W., De Lissnyder, E., Derakshan, N., & De Raedt, R. (2011) · Clinical Psychology Review · doi:10.1016/j.cpr.2010.08.005 · Cited by 916 · see citing works
Derakshan, N., & Eysenck, M. W. (2009) · European Psychologist · doi:10.1027/1016-9040.14.2.168 · Cited by 710 · see citing works
The Neural Bases of Distraction and Reappraisal
McRae, K., Hughes, B., Chopra, S., Gabrieli, J. D. E., Gross, J. J., & Ochsner, K. N. (2010) · Journal of Cognitive Neuroscience · doi:10.1162/jocn.2009.21243 · Cited by 642 · see citing works
Bias in interpretation of ambiguous sentences related to threat in anxiety
Eysenck, M. W., Mogg, K., May, J., Richards, A., & Mathews, A. (1991) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.100.2.144 · Cited by 516 · see citing works
Subliminal processing of emotional information in anxiety and depression.
Mogg, K., Bradley, B. P., Williams, R., & Mathews, A. (1993) · Journal of Abnormal Psychology · doi:10.1037/0021-843x.102.2.304 · Cited by 497 · see citing works
Attentional control deficits in trait anxiety: Why you see them and why you don't
Berggren, N., & Derakshan, N. (2013) · Biological Psychology · doi:10.1016/j.biopsycho.2012.03.007 · Cited by 403 · see citing works
Jylhä, P., & Isometsä, E. (2006) · Depression and Anxiety · doi:10.1002/da.20167 · Cited by 355 · see citing works
TOKOWICZ, N., MICHAEL, E. B., & KROLL, J. F. (2004) · Bilingualism Language and Cognition · doi:10.1017/s1366728904001634 · Cited by 156 · see citing works
Working memory capacity and the scope and control of attention
Shipstead, Z., Harrison, T. L., & Engle, R. W. (2015) · Attention, Perception, & Psychophysics · doi:10.3758/s13414-015-0899-0 · Cited by 132 · see citing works
Reinholdt-Dunne, M. L., Mogg, K., & Bradley, B. P. (2013) · Cognition & Emotion · doi:10.1080/02699931.2012.715081 · Cited by 119 · cited 1× · see citing works
“Trait anxiety is associated with self-reported deficits in attentional control [17].”
BackgroundAnxiety, Emotional Distraction, and Attentional Control in the Stroop Task
Kalanthroff, E., Henik, A., Derakshan, N., & Usher, M. (2016) · Emotion · doi:10.1037/emo0000129 · Cited by 64 · see citing works
Flagged first, then by citations
Research works printed but not linked: 36
- [3]Bishop S.J. Trait anxiety and impoverished prefrontal control of attention Nat. Neurosci. 2009 12 92 98 10.1038/nn.2242 19079249 · DOI · Paper page
- [4]Pacheco-Unguetti A.P. Acosta A. Callejas A. Lupiáñez J. Attention and Anxiety: Different Attentional Functioning Under State and Trait Anxiety Psychol. Sci. 2010 21 298 304 10.1177/0956797609359624 20424060 · DOI · Paper page
- [5]Broadbent D.E. Cooper P.F. FitzGerald P. Parkes K.R. The Cognitive Failures Questionnaire (CFQ) and its correlates Br. J. Clin. Psychol. 1982 21 1 16 10.1111/j.2044-8260.1982.tb01421.x 7126941 · DOI
- [6]Cisler J.M. Koster E.H.W. Mechanisms of attentional biases towards threat in anxiety disorders: An integrative review Clin. Psychol. Rev. 2010 30 203 216 10.1016/j.cpr.2009.11.003 20005616 PMC2814889 · DOI · Paper page
- [7]Bar-Haim Y. Lamy D. Pergamin L. Bakermans-Kranenburg M.J. van Ijzendoorn M.H. Threat-related attentional bias in anxious and nonanxious individuals: A meta-analytic study Psychol. Bull. 2007 133 1 24 10.1037/0033-2909.133.1.1 17201568 · DOI · Paper page
- [8]Mathews A. Why worry? The cognitive function of anxiety Behav. Res. Ther. 1990 28 455 468 10.1016/0005-7967(90)90132-3 2076083 · DOI
- [9]Pineles S.L. Mineka S. Attentional Biases to Internal and External Sources of Potential Threat in Social Anxiety J. Abnorm. Psychol. 2005 114 314 318 10.1037/0021-843X.114.2.314 15869362 · DOI
- [10]MacLeod C. Mathews A. Cognitive Bias Modification Approaches to Anxiety Annu. Rev. Clin. Psychol. 2012 8 189 217 10.1146/annurev-clinpsy-032511-143052 22035241 · DOI
- [11]Pérez-Edgar K. Taber-Thomas B. Auday E. Morales S. Temperament and Attention as Core Mechanisms in the Early Emergence of Anxiety Child. Emot. 2014 26 42 56 10.1159/000354350 PMC4671515 26663953 · DOI
- [12]Corbetta M. Shulman G.L. Control of goal-directed and stimulus-driven attention in the brain Nat. Rev. Neurosci. 2002 3 201 215 10.1038/nrn755 11994752 · DOI · Paper page
- [14]Baddeley A. Exploring the Central Executive Q. J. Exp. Psychol. Sect. A 1996 49 5 28 10.1080/713755608 · DOI · Paper page
- [21]Egloff B. Hock M. Interactive effects of state anxiety and trait anxiety on emotional Stroop interference Personal. Individ. Differ. 2001 31 875 882 10.1016/S0191-8869(00)00188-4 · DOI
- [24]Derakshan N. Ansari T.L. Hansard M. Shoker L. Eysenck M.W. Anxiety, inhibition, efficiency, and effectiveness: An investigation using the antisaccade task Exp. Psychol. 2009 56 48 55 10.1027/1618-3169.56.1.48 19261578 · DOI
- [25]Ansari T.L. Derakshan N. The neural correlates of cognitive effort in anxiety: Effects on processing efficiency Biol. Psychol. 2011 86 337 348 10.1016/j.biopsycho.2010.12.013 21277934 · DOI
- [26]Basten U. Stelzel C. Fiebach C.J. Trait Anxiety Modulates the Neural Efficiency of Inhibitory Control J. Cogn. Neurosci. 2011 23 3132 3145 10.1162/jocn_a_00003 21391763 · DOI
- [27]Mathews A. Fox E. Yiend J. Calder A. The face of fear: Effects of eye gaze and emotion on visual attention Vis. Cogn. 2003 10 823 835 10.1080/13506280344000095 17453064 PMC1855005 · DOI
- [28]Eysenck M.W. Calvo M.G. Anxiety and Performance: The Processing Efficiency Theory Cogn. Emot. 1992 6 409 434 10.1080/02699939208409696 · DOI
- [29]Berggren N. Blonievsky T. Derakshan N. Enhanced visual detection in trait anxiety Emotion 2015 15 477 483 10.1037/a0039449 26214571 · DOI
- [30]Moriya J. Tanno Y. Attentional resources in social anxiety and the effects of perceptual load Cogn. Emot. 2010 24 1329 1348 10.1080/02699930903378503 · DOI
- [31]Weymar M. Keil A. Hamm A.O. Timing the fearful brain: Unspecific hypervigilance and spatial attention in early visual perception Soc. Cogn. Affect. Neurosci. 2014 9 723 729 10.1093/scan/nst044 23547244 PMC4014111 · DOI
- [32]Duff S.C. Logie R.H. Processing and storage in working memory span Q. J. Exp. Psychol. Sect. A 2001 54 31 48 10.1080/02724980042000011 11216320 · DOI · Paper page
- [33]Unsworth N. Spillers G.J. Working memory capacity: Attention control, secondary memory, or both? A direct test of the dual-component model J. Mem. Lang. 2010 62 392 406 10.1016/j.jml.2010.02.001 · DOI
- [35]Aarts K. Pourtois G. Anxiety not only increases, but also alters early error-monitoring functions Cogn. Affect. Behav. Neurosci. 2010 10 479 492 10.3758/CABN.10.4.479 21098809 · DOI
- [36]Miu A.C. Heilman R.M. Houser D. Anxiety impairs decision-making: Psychophysiological evidence from an Iowa Gambling Task Biol. Psychol. 2008 77 353 358 10.1016/j.biopsycho.2007.11.010 18191013 · DOI
- [37]Mehler B. Reimer B. Coughlin J.F. Sensitivity of Physiological Measures for Detecting Systematic Variations in Cognitive Demand from a Working Memory Task: An On-Road Study across Three Age Groups Hum. Factors 2012 54 396 412 10.1177/0018720812442086 22768642 · DOI
- [39]Luck S.J. Vogel E.K. The capacity of visual working memory for features and conjunctions Nature 1997 390 279 281 10.1038/36846 9384378 · DOI
- [40]Turner M.L. Engle R.W. Is working memory capacity task dependent? J. Mem. Lang. 1989 28 127 154 10.1016/0749-596X(89)90040-5 · DOI · Paper page
- [41]Robert J. Hockey G. Compensatory control in the regulation of human performance under stress and high workload: A cognitive-energetical framework Biol. Psychol. 1997 45 73 93 10.1016/S0301-0511(96)05223-4 9083645 · DOI · Paper page
- [42]Derryberry D. Reed M.A. Anxiety-related attentional biases and their regulation by attentional control J. Abnorm. Psychol. 2002 111 225 236 10.1037/0021-843X.111.2.225 12003445 · DOI · Paper page
- [43]Rothbart M.K. Becoming Who We Are: Temperament and Personality in Development Guilford Press New York, NY, USA 2011
- [46]Evans D.E. Rothbart M.K. Developing a model for adult temperament J. Res. Personal. 2007 41 868 888 10.1016/j.jrp.2006.11.002 · DOI · Paper page
- [47]Pailian H. Halberda J. The reliability and internal consistency of one-shot and flicker change detection for measuring individual differences in visual working memory capacity Mem. Cognit. 2015 43 397 420 10.3758/s13421-014-0492-0 25504317 · DOI
- [50]Hoaglin D.C. Iglewicz B. Fine-Tuning Some Resistant Rules for Outlier Labeling J. Am. Stat. Assoc. 1987 82 1147 1149 10.1080/01621459.1987.10478551 · DOI · Paper page
- [51]Hayes A.F. Introduction to Mediation, Moderation, and Conditional Process Analysis a Regression–Based Approach The Guilford Press New York, NY, USA 2013
- [52]Atkinson A.C. Fast Very Robust Methods for the Detection of Multiple Outliers J. Am. Stat. Assoc. 1994 89 1329 1339 10.1080/01621459.1994.10476872 · DOI
- [53]Tortella-Feliu M. Morillas-Romero A. Balle M. Bornas X. Llabrés J. Pacheco-Unguetti A.P. Attentional control, attentional network functioning, and emotion regulation styles Cogn. Emot. 2014 28 769 780 10.1080/02699931.2013.860889 24295123 · DOI
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Li, S., & Fan, L. (2022) · Frontiers in Psychiatry · doi:10.3389/fpsyt.2022.989201 · Cited by 27 · see citing works
- Authors
- Minnick, M. R., Pérez-Edgar, K. E., & Soto, J. A.
- Affiliations
- Pennsylvania State University (US)
- Department of Psychology, The Pennsylvania State University, University Park, PA 16801, USA
- Corresponding author
- Soto, José A.
- ORCID
- Soto, José A.
- Venue
- Brain Sciences
- Publisher
- MDPI AG
- Published
- 2020-10-21
- Volume
- 10
- Issue
- 10
- Pages
- 761
- ISSN
- 2076-3425 (ISSN-L)
- PMC
- PMC7589342
- OpenAlex
- W3094210347
- Cited by
- 9
- References
- 15
- Citations by year
- 2026: 1 · 2024: 2 · 2023: 2 · 2022: 3 · 2021: 1
- FWCI
- 1.45
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- Brain Sciences (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- McCourtney Professorship in Child Studies and the McCourtney Early Career Professorship (The Pennsylvania State University)
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Anxiety, Depression, Psychometrics, Treatment, Cognitive Processes
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Physical Sciences › Computer Science › Computer Vision and Pattern Recognition › Visual Attention and Saliency Detection
- Keywords
- trait anxiety, attentional control, attentional vigilance, electrodermal activity, skin conductance level, sympathetic activation, working memory load, visual change detection, attentional networks
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