The Impact of Math Anxiety on Working Memory: A Cortical Activations and Cortical Functional Connectivity EEG Study

被引:17
|
作者
Klados, Manousos A. [1 ,2 ]
Paraskevopoulos, Evangelos [2 ]
Pandria, Niki [2 ]
Bamidis, Panagiotis D. [2 ]
机构
[1] Aston Univ, Dept Biomed Engn, Sch Life & Hlth Sci, Birmingham B4 7ET, W Midlands, England
[2] Aristotle Univ Thessaloniki, Lab Med Phys, Grp Appl & Affect Neurosci, Fac Hlth Sci,Med Sch, Thessaloniki 54124, Greece
来源
IEEE ACCESS | 2019年 / 7卷
关键词
Mathematical anxiety; math anxiety; working memory; EEG; cortical functional connectivity; MATHEMATICS ANXIETY; COMMUNITY STRUCTURE; BAND OSCILLATIONS; CINGULATE CORTEX; BRAIN; PAIN; RESPONSES; ALPHA; INFORMATION; MODULATION;
D O I
10.1109/ACCESS.2019.2892808
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Mathematical anxiety (MA) is defined as a feeling of tension, apprehension, or fear that interferes with mathematical performance in various daily or academic situations. Cognitive consequences of MA have been studied a lot and revealed that MA seriously affects solving the complex problem due to the corruption of working memory (WM). The corruption of WM caused by MA is well documented in behavioral level, but the involved neurophysiological processes have not been properly addressed, despite the recent attention drawn on the neural basis of MA. This is the second part of our study that intents to investigate the neurophysiological aspects of MA and its implications to WM. In the first study, we saw how MA affects the early stages of numeric stimuli processes as the WM indirectly using event-related potentials in scalp electroencephalographic (EEG) signals. This paper goes one step further to investigate the cortical activations, obtained by the multichannel EEG recordings as well as the cortical functional networks in three WM tasks with increasing difficulty. Our results indicate that the high-math anxious (HMA) group activated more areas linked with negative emotions, pain, and fear, while the low-math anxious (LMA) group activated regions related to the encoding and retrieval processes of the WM. Functional connectivity analysis also reveals that the LMAs' brain has got more structured cortical networks with increased connectivity in areas related to WM, such as the frontal cortex, while the HMAs' brain has a more diffused and unstructured network, superimposing the evidence that the structured processes of WM are corrupted.
引用
收藏
页码:15027 / 15039
页数:13
相关论文
共 50 条
  • [1] EEG Cortical Connectivity Analysis of Working Memory Reveals Topological Reorganization in Theta and Alpha Bands
    Dai, Zhongxiang
    de Souza, Joshua
    Lim, Julian
    Ho, Paul M.
    Chen, Yu
    Li, Junhua
    Thakor, Nitish
    Bezerianos, Anastasios
    Sun, Yu
    FRONTIERS IN HUMAN NEUROSCIENCE, 2017, 11
  • [2] ERP measures of math anxiety: how math anxiety affects working memory and mental calculation tasks?
    Klados, Manousos A.
    Simos, Panagiotis
    Micheloyannis, Sills
    Margulies, Daniel
    Bamidis, Panagiotis D.
    FRONTIERS IN BEHAVIORAL NEUROSCIENCE, 2015, 9
  • [3] Functional connectivity and working memory in schizophrenia: An EEG study
    Peled, A
    Geva, AB
    Kremen, WS
    Blankfeld, HM
    Esfandiarfard, R
    Nordahl, TE
    INTERNATIONAL JOURNAL OF NEUROSCIENCE, 2001, 106 (1-2) : 47 - 61
  • [4] The interplay between math anxiety and working memory on math performance: a longitudinal study
    Pellizzoni, Sandra
    Cargnelutti, Elisa
    Cuder, Alessandro
    Passolunghi, Maria Chiara
    ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 2022, 1510 (01) : 132 - 144
  • [5] Cortical iron disrupts functional connectivity networks supporting working memory performance in older adults
    Zachariou, Valentinos
    Bauer, Christopher E.
    Seago, Elayna R.
    Raslau, Flavius D.
    Powell, David K.
    Gold, Brian T.
    NEUROIMAGE, 2020, 223
  • [6] Cortical functional connectivity during the retention of affective pictures in working memory: EEG-source theta coherence analysis
    Machinskaya R.I.
    Rozovskaya R.I.
    Kurgansky A.V.
    Pechenkova E.V.
    Human Physiology, 2016, 42 (3) : 279 - 293
  • [7] Spatialization in working memory and its relation to math anxiety
    van Dijck, Jean-Philippe
    Fias, Wim
    Cipora, Krzysztof
    ANNALS OF THE NEW YORK ACADEMY OF SCIENCES, 2022, 1512 (01) : 192 - 202
  • [8] Math anxiety and developmental dyscalculia: A study on working memory processes
    Mammarella, Irene C.
    Hill, Francesca
    Devine, Amy
    Caviola, Sara
    Szucs, Denes
    JOURNAL OF CLINICAL AND EXPERIMENTAL NEUROPSYCHOLOGY, 2015, 37 (08) : 878 - 887
  • [9] Working memory, math performance, and math anxiety
    Mark H. Ashcraft
    Jeremy A. Krause
    Psychonomic Bulletin & Review, 2007, 14 : 243 - 248
  • [10] The effect of binaural beats on verbal working memory and cortical connectivity
    Beauchene, Christine
    Abaid, Nicole
    Moran, Rosalyn
    Diana, Rachel A.
    Leonessa, Alexander
    JOURNAL OF NEURAL ENGINEERING, 2017, 14 (02)