Interaction effects of Action Real-Time Strategy Game experience and trait anxiety on brain functions measured via EEG rhythm

References

• Dye MW, Green CS, Bavelier D. Increasing speed of processing with action video games. Curr Dir Psychol Sci. 2009;18(6):321–326.
   PubMed Web of Science ®Google Scholar
• Dale G, Green CS. Associations between avid action and real-time strategy game play and cognitive performance: a pilot study. J Cogn Enhanc. 2017;1(3):295–317.
   Google Scholar
• Bavelier D, Green CS, Han DH, et al. Brains on video games. Nat Rev Neurosci. 2011;12(12):763–768.
   PubMed Web of Science ®Google Scholar
• Basak C, Boot WR, Voss MW, et al. Can training in a real-time strategy video game attenuate cognitive decline in older adults? Psychol Aging. 2008;23(4):765–777.
   PubMed Web of Science ®Google Scholar
• Yao D, Zhang Y, Liu T, et al. Bacomics: a comprehensive cross area originating in the studies of various brain-apparatus conversations. Cogn Neurodyn. 2020;14(4):425–442.
   PubMed Web of Science ®Google Scholar
• Bavelier D, Achtman RL, Mani M, et al. Neural bases of selective attention in action video game players. Vision Res. 2012;61:132–143.
   PubMed Web of Science ®Google Scholar
• Green CS, Bavelier D. Effect of action video games on the spatial distribution of visuospatial attention. J Exp Psychol Hum Percept Perform. 2006;32(6):1465–1478.
   PubMed Web of Science ®Google Scholar
• Gong D, He H, Liu D, et al. Enhanced functional connectivity and increased gray matter volume of insula related to action video game playing. Sci Rep. 2015;5:9763.
   PubMed Web of Science ®Google Scholar
• Gong DK, He H, Ma WY, et al. Functional integration between salience and central executive networks: a role for action video game experience. Neural Plast. 2016;2016:9803165.
   PubMed Web of Science ®Google Scholar
• Gutiérrez-García AG, Contreras CM. Anxiety: an adaptive emotion. New insights into anxiety disorders. Rijeka (Croatia): IntechOpen; 2013.
   Google Scholar
• Edwards MS, Moore P, Champion JC, et al. Effects of trait anxiety and situational stress on attentional shifting are buffered by working memory capacity. Anxiety Stress Coping. 2015;28(1):1–16
   PubMed Web of Science ®Google Scholar
• Eysenck MW, Derakshan N, Santos R, et al. Anxiety and cognitive performance: attentional control theory. Emotion. 2007;7(2):336–353.
   PubMed Web of Science ®Google Scholar
• Dotson VM, Szymkowicz SM, Kirton JW, et al. Unique and interactive effect of anxiety and depressive symptoms on cognitive and brain function in young and older adults. J Depress Anxiety. 2014;S1(01):2167–1044.
   Google Scholar
• Alder D, Ford PR, Causer J, et al. The effects of high- and low-anxiety training on the anticipation judgments of elite performers. J Sport Exerc Psychol. 2016;38(1):93–104.
   PubMed Web of Science ®Google Scholar
• Giraud AL, Poeppel D. Cortical oscillations and speech processing: emerging computational principles and operations. Nat Neurosci. 2012;15(4):511–517.
   PubMed Web of Science ®Google Scholar
• Buzsaki G, Draguhn A. Neuronal oscillations in cortical networks. Science. 2004;304(5679):1926–1929.
   PubMed Web of Science ®Google Scholar
• Jensen O, Kaiser J, Lachaux JP. Human gamma-frequency oscillations associated with attention and memory. Trends Neurosci. 2007;30(7):317–324.
   PubMed Web of Science ®Google Scholar
• Buzsaki G, Schomburg EW. What does gamma coherence tell us about inter-regional neural communication? Nat Neurosci. 2015;18(4):484–489.
   PubMed Web of Science ®Google Scholar
• Castelhano J, Duarte IC, Wibral M, et al. The dual facet of gamma oscillations: separate visual and decision making circuits as revealed by simultaneous EEG/fMRI. Hum Brain Mapp. 2014;35(10):5219–5235.
   PubMed Web of Science ®Google Scholar
• Gola M, Magnuski M, Szumska I, et al. EEG beta band activity is related to attention and attentional deficits in the visual performance of elderly subjects. Int J Psychophysiol. 2013;89(3):334–341.
   PubMed Web of Science ®Google Scholar
• Busch NA, VanRullen R. Spontaneous EEG oscillations reveal periodic sampling of visual attention. Proc Natl Acad Sci U S A. 2010;107(37):16048–16053.
   PubMed Web of Science ®Google Scholar
• DelPriore G, Zandieh P, Lee MJ. Treatment of continuous data as categoric variables in obstetrics and gynecology. Obstetrics and Gynecology. 1997;89(3):351–354.
   PubMed Web of Science ®Google Scholar
• Dong L, Li J, Zou Q, et al. WeBrain: a web-based brainformatics platform of computational ecosystem for EEG big data analysis. Neuroimage. 2021;245:118713.
   PubMed Web of Science ®Google Scholar
• Yao D. A method to standardize a reference of scalp EEG recordings to a point at infinity. Physiol Meas. 2001;22(4):693–711.
   PubMed Web of Science ®Google Scholar
• Dong L, Li FL, Liu Q, et al. MATLAB toolboxes for reference electrode standardization technique (REST) of scalp EEG. Front Neurosci. 2017;11:601.
   PubMed Web of Science ®Google Scholar
• Nuwer MR, Lehmann D, Lopes da Silva F, et al. IFCN guidelines for topographic and frequency-analysis of EEGs and EPs – report of an IFCN committee. Electroen Clin Neuro. 1994;91(1):1–5.
   PubMedGoogle Scholar
• Malver LP, Brokjaer A, Staahl C, et al. Electroencephalography and analgesics. Br J Clin Pharmacol. 2014;77(1):72–95.
   PubMed Web of Science ®Google Scholar
• Jobert M, Wilson FJ, Roth T, IPEG Pharmaco-EEG Guidelines Committee, et al. Guidelines for the recording and evaluation of pharmaco-sleep studies in man: the International pharmaco-EEG society (IPEG). Neuropsychobiology. 2013;67(3):127–167.
   PubMed Web of Science ®Google Scholar
• Gilley PM, Sharma M, Purdy SC. Oscillatory decoupling differentiates auditory encoding deficits in children with listening problems. Clin Neurophysiol. 2016;127(2):1618–1628.
   PubMed Web of Science ®Google Scholar
• Colzato LS, van den Wildenberg WPM, Zmigrod S, et al. Action video gaming and cognitive control: playing first person shooter games is associated with improvement in working memory but not action inhibition. Psychol Res. 2013;77(2):234–239.
   PubMed Web of Science ®Google Scholar
• Focker J, Mortazavi M, Khoe W, et al. Neural correlates of enhanced visual attentional control in action video game players: an event-related potential study. J Cogn Neurosci. 2019;31(3):377–389.
   PubMed Web of Science ®Google Scholar
• Focker J, Cole D, Beer AL, et al. Neural bases of enhanced attentional control: lessons from action video game players. Brain Behav. 2018;8(7):e01019.
   PubMed Web of Science ®Google Scholar
• Behan M, Wilson M. State anxiety and visual attention: the role of the quiet eye period in aiming to a far target. J Sports Sci. 2008;26(2):207–215.
   PubMed Web of Science ®Google Scholar
• Hoshino T, Tanno Y. Trait anxiety and impaired control of reflective attention in working memory. Cogn Emot. 2016;30(2):369–377.
   PubMed Web of Science ®Google Scholar
• Knyazev GG, Savostyanov AN, Levin EA. Uncertainty, anxiety, and brain oscillations. Neurosci Lett. 2005;387(3):121–125.
   PubMed Web of Science ®Google Scholar
• Oathes DJ, Ray WJ, Yamasaki AS, et al. Worry, generalized anxiety disorder, and emotion: evidence from the EEG gamma band. Biol Psychol. 2008;79(2):165–170.
   PubMed Web of Science ®Google Scholar
• Edwards EJ, Edwards MS, Lyvers M. Interrelationships between trait anxiety, situational stress and mental effort predict phonological processing efficiency, but not effectiveness. Emotion. 2016;16(5):634–646.
   PubMed Web of Science ®Google Scholar
• Owens M, Stevenson J, Hadwin JA, et al. When does anxiety help or hinder cognitive test performance? The role of working memory capacity. Br J Psychol. 2014;105(1):92–101.
   PubMed Web of Science ®Google Scholar
• Qiu N, Ma W, Fan X, et al. Rapid improvement in visual selective attention related to action video gaming experience. Front Hum Neurosci. 2018;12:47.
   PubMed Web of Science ®Google Scholar
• Eysenck MW, Calvo MG. Anxiety and performance: the processing efficiency theory. Cognition Emotion. 1992;6(6):409–434.
   Web of Science ®Google Scholar
• Pomper U, Keil J, Foxe JJ, et al. Intersensory selective attention and temporal orienting operate in parallel and are instantiated in spatially distinct sensory and motor cortices. Hum Brain Mapp. 2015;36(8):3246–3259.
   PubMed Web of Science ®Google Scholar
• Harmony T. The functional significance of Delta oscillations in cognitive processing. Front Integr Neurosci. 2013;7:83.
   PubMedGoogle Scholar
• Putman P. Resting state EEG Delta-beta coherence in relation to anxiety, behavioral inhibition, and selective attentional processing of threatening stimuli. Int J Psychophysiol. 2011;80(1):63–68.
   PubMed Web of Science ®Google Scholar
• Knyazev GG. Motivation, emotion, and their inhibitory control mirrored in brain oscillations. Neurosci Biobehav Rev. 2007;31(3):377–395.
   PubMed Web of Science ®Google Scholar
• Rasmussen LS, Larsen K, Houx P, et al. The assessment of postoperative cognitive function. Acta Anaesthesiol Scand. 2001;45(3):275–289.
   PubMed Web of Science ®Google Scholar
• Green CS, Bavelier D. Enumeration versus multiple object tracking: the case of action video game players. Cognition. 2006;101(1):217–245.
   PubMed Web of Science ®Google Scholar
• Altman DG, Royston P. The cost of dichotomising continuous variables. BMJ. 2006;332(7549):1080.
   PubMed Web of Science ®Google Scholar
• Pei Y, Luo Z, Zhao H, et al. A tensor-based frequency features combination method for brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng. 2022;30:465–475.
   PubMed Web of Science ®Google Scholar
• Jiao Y, Zhang Y, Chen X, et al. Sparse group representation model for motor imagery EEG classification. IEEE J Biomed Health Inform. 2019;23(2):631–641.
   PubMed Web of Science ®Google Scholar