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Wei H, Sun J, Long F. Test anxiety shapes theta band activity linked to elevated working memory load during the encoding phase. Biol Psychol 2025; 198:109047. [PMID: 40360025 DOI: 10.1016/j.biopsycho.2025.109047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/15/2025] [Revised: 05/07/2025] [Accepted: 05/07/2025] [Indexed: 05/15/2025]
Abstract
Test anxiety is a prevalent issue among students, recognized for its disruptive impact on working memory through the depletion of attentional control resources; however, its precise effect on the underlying processes of working memory remains insufficiently understood. This study investigated the impact of test anxiety on neural oscillatory patterns during a Sternberg working memory task with three levels of cognitive load (2, 4 and 8 letters), using EEG. Participants with high test anxiety (HTA) and low test anxiety (LTA) were compared. Results showed that under the 4-letter condition, HTA individuals exhibited reduced involvement of top-down attentional control compared to LTA individuals, characterized by decreased theta activity during the encoding phase. For LTA individuals, theta activity increased with cognitive load from 2 to 4 letters during the encoding phase but plateaued beyond 4 letters, while HTA individuals showed no significant theta modulation across loads. These findings highlighted the nuanced effect of test anxiety on working memory neural dynamics under varying cognitive loads. This study showed that test anxiety reduced theta band activity during the working memory encoding phase under medium load due to insufficient attentional control; and the cognitive load effect on theta band activity during the encoding phase was influenced by test anxiety level.
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Affiliation(s)
- Hua Wei
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China.
| | - Jiali Sun
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China
| | - Fangfang Long
- School of Psychology, Guizhou Normal University, Guiyang, Guizhou, China.
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2
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Liu P, Bai S, Zhou R. Emotional Stroop performance in adults and children with test anxiety: An ERP study. Int J Psychophysiol 2025; 211:112559. [PMID: 40118385 DOI: 10.1016/j.ijpsycho.2025.112559] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2024] [Revised: 03/01/2025] [Accepted: 03/18/2025] [Indexed: 03/23/2025]
Abstract
Test anxiety significantly impacts the cognitive performance of both children and adults, yet its specific effects on cognitive processing in response to test-related threatening stimuli across various age groups remain to be fully elucidated. This study employed the emotional Stroop task alongside ERP technology to explore the cognitive processing differences in response to threatening stimuli between children (n = 48) and adults (n = 55) categorized into high and low test anxiety groups. The findings indicated that children, compared to adults, demonstrated reduced accuracy and extended response times in the emotional Stroop task, along with increased ERP amplitudes. Notably, among children with low test anxiety, the N450 amplitude was significantly less negative under the threatening condition compared to the neutral condition. These results contribute to the foundational understanding of the cognitive-neural underpinnings of test anxiety.
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Affiliation(s)
- Peibing Liu
- Department of Psychology, Nanjing University, Nanjing, China
| | - Shuliang Bai
- Department of Psychology, Nanjing University, Nanjing, China
| | - Renlai Zhou
- Department of Psychology, Nanjing University, Nanjing, China; Department of Radiology, Nanjing Drum Tower Hospital, the Affiliated Hospital of Nanjing University Medical School, Nanjing 210008, China; State Key Laboratory of Media Convergence Production Technology and Systems, Beijing 100083, China.
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3
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Liu Y, Yin J, Xu L, Luo X, Liu H, Zhang T. The Chain Mediating Effect of Anxiety and Inhibitory Control and the Moderating Effect of Physical Activity Between Bullying Victimization and Internet Addiction in Chinese Adolescents. J Genet Psychol 2025:1-16. [DOI: 19 liu, y., yin, j., xu, l., luo, x., liu, h., & zhang, t.(2025).the chain mediating effect of anxiety and inhibitory control and the moderating effect of physical activity between bullying victimization and internet addiction in chinese adolescents.the journal of genetic psychology, 1–16.advance online publication.https:/doi.org/10.1080/00221325.2025.2462595] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 01/31/2025] [Indexed: 03/28/2025]
Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University
| | - Jinling Yin
- Department of Basic Education, China Conservatory of Music
| | - Lei Xu
- School of Sports Science, Jishou University
- Institute of Physical Education, Shanxi University of Finance and Economics
| | | | - Hanqi Liu
- School of Sports Science, Jishou University
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Liu Y, Yin J, Xu L, Luo X, Liu H, Zhang T. The Chain Mediating Effect of Anxiety and Inhibitory Control and the Moderating Effect of Physical Activity Between Bullying Victimization and Internet Addiction in Chinese Adolescents. J Genet Psychol 2025:1-16. [PMID: 39921534 DOI: 10.1080/00221325.2025.2462595] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2024] [Accepted: 01/31/2025] [Indexed: 02/10/2025]
Abstract
This study aimed to investigate the chain mediating roles of anxiety and inhibitory control in the relationship between bullying victimization and internet addiction among Chinese adolescents, as well as the moderating effect of physical activity. A cross-sectional design was employed, sampling 1,585 adolescents from 5 provinces in China during February-March 2024. Data on bullying victimization, internet addiction, anxiety, inhibitory control, and physical activity were collected and analyzed using a moderated chain mediation model. The data suggest that bullying victimization is associated with internet addiction, and this association is also mediated by anxiety and inhibitory control. Furthermore, physical activity was found to significantly moderate the relationship between anxiety and inhibitory control. This study contributes to the understanding of how bullying victimization, anxiety, and inhibitory control are interrelated in the context of internet addiction development, with physical activity influencing this interplay. It highlights the potential of physical activity as a factor in mitigating the impact of bullying and its association with internet addiction.
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Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University, Jishou, China
| | - Jinling Yin
- Department of Basic Education, China Conservatory of Music, Beijing, China
| | - Lei Xu
- School of Sports Science, Jishou University, Jishou, China
- Institute of Physical Education, Shanxi University of Finance and Economics, Taiyuan, China
| | - Xiangyu Luo
- School of Sports Science, Jishou University, Jishou, China
| | - Hanqi Liu
- School of Sports Science, Jishou University, Jishou, China
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5
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Yuan D, Yang X, Wang P, Yang L, Yang T, He F, Xu Y, Li Z. Quantitative EEG and its relationship with attentional control in patients with anxiety disorders. Front Psychiatry 2024; 15:1483433. [PMID: 39588546 PMCID: PMC11586352 DOI: 10.3389/fpsyt.2024.1483433] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2024] [Accepted: 10/17/2024] [Indexed: 11/27/2024] Open
Abstract
Introduction Attentional control is crucial in the development and maintenance of anxiety disorders. Understanding the underlying mechanisms of attentional control can help to shed light on the neuropathological processes in anxiety disorders (ANX). Quantitative electroencephalography (QEEG) offers a cost-effective, noninvasive method for examining the neuropathological mechanisms of mental disorders. Methods In this study, 67 patients with ANX and 45 healthy controls (HC) were recruited. EEG recordings were obtained for 5 minutes in an eyes-closed condition. QEEG was employed to evaluate the mechanisms of attentional control in ANX. Results Neurophysiological measures indicated that anxiety patients exhibited a more frontal topographic pattern of theta/beta ratio (TBR) compared to HC. Additionally, a significant decrease in temporal beta power was observed in the ANX group. Correlation analysis revealed that decreased beta power and increased TBR were significant association between attentional control deficits in ANX. Discussion These findings provide electrophysiological evidence of impaired attentional control processing in anxiety patients, characterized by decreased temporal beta power and increased frontal TBR. Temporal beta power and frontal TBR may serve as promising biomarkers for attentional control in ANX.
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Affiliation(s)
- Danfeng Yuan
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Xiangyun Yang
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Pengchong Wang
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Lijuan Yang
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Ting Yang
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Fang He
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Yi Xu
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
| | - Zhanjiang Li
- Beijing Key Laboratory of Mental Disorders, National Clinical Research Center for Mental Disorders, Beijing Anding Hospital, Capital Medical University, Beijing, China
- Advanced Innovation Center for Human Brain Protection, Capital Medical University, Beijing, China
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6
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Liu Y, Xiao T, Zhang W, Xu L, Zhang T. The relationship between physical activity and Internet addiction among adolescents in western China: a chain mediating model of anxiety and inhibitory control. PSYCHOL HEALTH MED 2024; 29:1602-1618. [DOI: 3 liu, y., xiao, t., zhang, w., xu, l., & zhang, t.(2024).the relationship between physical activity and internet addiction among adolescents in western china: a chain mediating model of anxiety and inhibitory control.psychology, health & medicine, 29(9), 1602–1618.https:/doi.org/10.1080/13548506.2024.2357694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 05/15/2024] [Indexed: 03/28/2025]
Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University, Jishou, China
| | - Ting Xiao
- School of Sports Science, Jishou University, Jishou, China
| | - Wei Zhang
- School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, China
| | - Lei Xu
- School of Sports Science, Jishou University, Jishou, China
- Institute of Physical Education, Shanxi University of Finance and Economics, Taiyuan, China
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7
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Liu Y, Jin Y, Chen J, Zhu L, Xiao Y, Xu L, Zhang T. Anxiety, inhibitory control, physical activity, and internet addiction in Chinese adolescents: a moderated mediation model. BMC Pediatr 2024; 24:663. [DOI: 8 liu, y., jin, y., chen, j., zhu, l., xiao, y., xu, l., & zhang, t.(2024).anxiety, inhibitory control, physical activity, and internet addiction in chinese adolescents: a moderated mediation model.bmc pediatrics, 24(1), 663.https:/doi.org/10.1186/s12887-024-05139-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 10/08/2024] [Indexed: 03/28/2025] Open
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8
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Liu Y, Jin Y, Chen J, Zhu L, Xiao Y, Xu L, Zhang T. Anxiety, inhibitory control, physical activity, and internet addiction in Chinese adolescents: a moderated mediation model. BMC Pediatr 2024; 24:663. [PMID: 39407215 PMCID: PMC11481747 DOI: 10.1186/s12887-024-05139-6] [Citation(s) in RCA: 17] [Impact Index Per Article: 17.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/03/2024] [Accepted: 10/08/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Adolescents may have anxiety due to a series of events such as school work and social interaction. Improper handling of anxiety often leads to some negative consequences, such as Internet addiction. Therefore, this study further explored the relationship between anxiety and Internet addiction, as well as the mediating role of inhibitory control between the two, and also considered the moderating role of physical activity between anxiety and inhibitory control. METHODS A total of 1607 adolescents, comprising 664 boys and 943 girls with an average age of 15.86 years (SD = 0.73), from Shandong, Shanxi, Hebei, and Hunan provinces completed a self-report survey on physical activity, anxiety, inhibitory control, and Internet addiction. Descriptive analysis, correlation analysis, and mediation test were conducted. RESULTS The results revealed a significant positive correlation between anxiety and adolescent internet addiction (r = 0.413, p < 0.001), and a significant negative correlation with inhibitory control (r = -0.423, p < 0.001). Inhibitory control was found to be significantly positively correlated with physical exercise (r = 0.143, p < 0.001) and significantly negatively correlated with internet addiction (r = -0.368, p < 0.001). After controlling for demographic variables, anxiety significantly positively predicted Internet addiction (β = 0.311, p < 0.001) in adolescents, and it also indirectly predicted Internet addiction through inhibitory control (β = -0.231, p < 0.001). Physical activity significantly weakened the predictive effect of anxiety on inhibitory control (β = -0.092, p < 0.001). CONCLUSIONS This study further explored the issue of psychological mechanisms between anxiety and Internet addiction in adolescents, and added that physical activity alleviates the negative effects of anxiety on adolescents. Schools and families are encouraged to promote physical exercise among adolescents to alleviate the influence of negative emotions on their psychological and behavioral health.
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Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University, Jishou, China.
| | - Yuan Jin
- School of Sports Science, Shanxi Datong University, Datong, China
| | - Jiawei Chen
- School of Sports Science, Jishou University, Jishou, China
- School of Automotive Engineering, Hunan Mechanical Electrical Polytechnic, Changsha, China
| | - Lianghao Zhu
- Key Laboratory of Competitive Sport Psychological and Psychological Regulation, Tianjin University of Sport, Tianjin, China
| | - Yongxiang Xiao
- School of Sports Science, Jishou University, Jishou, China
| | - Lei Xu
- School of Sports Science, Jishou University, Jishou, China
- Institute of Physical Education, Shanxi University of Finance and Economics, Taiyuan, China
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9
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Liu Y, Jin C, Zhou X, Chen Y, Ma Y, Chen Z, Zhang T, Ren Y. The chain mediating effect of anxiety and inhibitory control between bullying victimization and internet addiction in adolescents. Sci Rep 2024; 14:23350. [DOI: 5 liu, y., jin, c., zhou, x., chen, y., ma, y., chen, z., zhang, t., & ren, y.(2024).the chain mediating effect of anxiety and inhibitory control between bullying victimization and internet addiction in adolescents.scientific reports, 14(1), 23350.https:/doi.org/10.1038/s41598-024-74132-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 09/24/2024] [Indexed: 03/28/2025] Open
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10
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Liu Y, Jin C, Zhou X, Chen Y, Ma Y, Chen Z, Zhang T, Ren Y. The chain mediating effect of anxiety and inhibitory control between bullying victimization and internet addiction in adolescents. Sci Rep 2024; 14:23350. [PMID: 39375437 PMCID: PMC11458774 DOI: 10.1038/s41598-024-74132-x] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2024] [Accepted: 09/24/2024] [Indexed: 10/09/2024] Open
Abstract
Although some studies have revealed the association between bullying victimization and internet addiction in adolescents, the mediating and moderating factors between the two need to be further discussed. This study aimed to discuss the chain mediating role of anxiety and inhibitory control between bullying victimization and internet addiction among Chinese adolescents. A cross-sectional study was conducted in seven schools in five provinces of China by convenience sampling from February to March 2024. A total of 1673 participants (695 boys and 978 girls) with an average age of 15.86 ± 0.74 years were included in this study. Subjective data on bullying victimization, internet addiction, anxiety, inhibitory control were collected and analyzed, and a mediation model test was carried out. After controlling for age and gender, bullying victimization was found to be a significant predictor of internet addiction (β = 0.098, p < 0.001). However, when anxiety and inhibitory control were added, the predictive effect was no longer significant (β = 0.006, p > 0.05). Bullying victimization can predict internet addiction through anxiety and inhibitory control. It is suggested that guardians should provide adequate support to adolescent bullying victims in order to reduce the negative impact of bullying victimization on adolescents and prevent the occurrence of internet addiction.
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Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University, Jishou, China.
| | - Chunyan Jin
- School of Sports Science, Jishou University, Jishou, China
| | - Xianwei Zhou
- School of Sports Science, Jishou University, Jishou, China
| | - Yiyi Chen
- School of Sports Science, Jishou University, Jishou, China
| | - Yuanyuan Ma
- School of Sports Science, Jishou University, Jishou, China
| | - Ziyi Chen
- School of Sports Science, Jishou University, Jishou, China
| | | | - Yahui Ren
- Military and Political Foundation, Air Force Engineering University, Xi'an, Shaanxi, China.
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11
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Beauducel A, Scheuble-Cabrera V, Hennig J, Hewig J, Hildebrandt A, Kührt C, Lange L, Mueller EM, Osinsky R, Paul K, Porth E, Riesel A, Rodrigues J, Scheffel C, Short C, Stahl J, Strobel A, Wacker J. The association of dispositional anxiety with the NoGo N2 under relaxation instruction vs. speed/accuracy instruction. Biol Psychol 2024; 192:108850. [PMID: 39074541 DOI: 10.1016/j.biopsycho.2024.108850] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Revised: 07/23/2024] [Accepted: 07/25/2024] [Indexed: 07/31/2024]
Abstract
Prior research suggests that cognitive control, indicated by NoGo N2 amplitudes in Go/NoGo tasks, is associated with dispositional anxiety. This negative association tends to be reduced in anxiety-enhancing experimental conditions. However, anxiety-reducing conditions have not yet been investigated systematically. Thus, the present study compares the effect of a relaxation instruction with the conventional speed/accuracy instruction in a Go/NoGo task on the correlation of the NoGo N2 with two subconstructs of dispositional anxiety, namely anxious apprehension and anxious arousal. As the test of differences between correlations needs considerable statistical power, the present study was included into the multi-lab CoScience Project. The hypotheses, manipulation checks, and the main path of pre-processing and statistical analysis were preregistered. Complete data sets of 777 participants were available for data analysis. Preregistered general linear models revealed that the different instructions of the task (speed/accuracy vs. relaxation) had no effect on the association between dispositional anxiety and the NoGo N2 amplitude in general. This result was supported by Cooperative-Forking-Path analysis. In contrast, a preregistered latent growth model with categorical variables revealed that anxious arousal was a negative predictor of the NoGo N2 intercept and a positive predictor of the NoGo N2 slope. Non-preregistered growth models, allowing for correlations of anxious apprehension with anxious arousal, revealed that higher anxious apprehension scores were associated with more negative NoGo N2 amplitudes with increased relaxation. Results are discussed in the context of the compensatory error monitoring hypothesis and the revised Reinforcement Sensitivity Theory.
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Affiliation(s)
- André Beauducel
- Rheinische-Friedrich-Wilhelms-Universität Bonn, Institut für Psychologie, Bonn, Germany.
| | - Vera Scheuble-Cabrera
- Rheinische-Friedrich-Wilhelms-Universität Bonn, Institut für Psychologie, Bonn, Germany
| | - Jürgen Hennig
- Justus-Liebig-Universität Gießen, Fachgebiet Psychologie, Gießen, Germany
| | - Johannes Hewig
- Julius-Maximilians-Universität Würzburg, Institut für Psychologie I, Würzburg, Germany
| | - Andrea Hildebrandt
- Carl von Ossietzky Universität Oldenburg, Department für Psychologie, Oldenburg, Germany
| | - Corinna Kührt
- Technische Universität Dresden, Fakultät Psychologie, Dresden, Germany
| | - Leon Lange
- Universität Osnabrück, Institut für Psychologie, Osnabrück, Germany
| | | | - Roman Osinsky
- Universität Osnabrück, Institut für Psychologie, Osnabrück, Germany
| | - Katharina Paul
- Universität Hamburg, Institut für Psychologie, Hamburg, Germany
| | - Elisa Porth
- Universität zu Köln, Fachbereich Psychologie, Köln, Germany
| | - Anja Riesel
- Universität Hamburg, Institut für Psychologie, Hamburg, Germany
| | - Johannes Rodrigues
- Julius-Maximilians-Universität Würzburg, Institut für Psychologie I, Würzburg, Germany
| | | | - Cassie Short
- Universität Hamburg, Institut für Psychologie, Hamburg, Germany
| | - Jutta Stahl
- Universität zu Köln, Fachbereich Psychologie, Köln, Germany
| | - Alexander Strobel
- Technische Universität Dresden, Fakultät Psychologie, Dresden, Germany
| | - Jan Wacker
- Universität Hamburg, Institut für Psychologie, Hamburg, Germany
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12
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Liu Y, Xiao T, Zhang W, Xu L, Zhang T. The relationship between physical activity and Internet addiction among adolescents in western China: a chain mediating model of anxiety and inhibitory control. PSYCHOL HEALTH MED 2024; 29:1602-1618. [PMID: 38770920 DOI: 10.1080/13548506.2024.2357694] [Citation(s) in RCA: 26] [Impact Index Per Article: 26.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/15/2023] [Accepted: 05/15/2024] [Indexed: 05/22/2024]
Abstract
This study aims to investigate the mediating effect of anxiety and inhibitory control in the relationship between physical activity and Internet addiction (IA) among adolescents. A total of 951 adolescents from western China completed a self-report survey assessing physical activity, anxiety, inhibitory control, and IA. Descriptive analysis, correlation analysis, and mediation analysis were conducted using SPSS software and the Process plug-in. Controlling for age, gender, and only child status, the findings revealed a negative association between physical activity and anxiety, inhibitory control, and IA. Moreover, anxiety were positively correlated with inhibitory control and IA. Additionally, anxiety exhibited a positive association with inhibitory control. Notably, physical activity directly and negatively predicted IA in adolescents, while also indirectly predicting it through anxiety and inhibitory control. This study contributes to a deeper understanding of the mechanisms that underlie the complex effects of physical activity on IA among adolescents.
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Affiliation(s)
- Yang Liu
- School of Sports Science, Jishou University, Jishou, China
| | - Ting Xiao
- School of Sports Science, Jishou University, Jishou, China
| | - Wei Zhang
- School of Kinesiology and Health Promotion, Dalian University of Technology, Dalian, China
| | - Lei Xu
- School of Sports Science, Jishou University, Jishou, China
- Institute of Physical Education, Shanxi University of Finance and Economics, Taiyuan, China
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13
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Wei H, Sun J. Examining attentional control deficits in adolescents with test anxiety: An evidential synthesis using self-report, behavioral, and resting-state EEG measures. Acta Psychol (Amst) 2024; 246:104257. [PMID: 38603821 DOI: 10.1016/j.actpsy.2024.104257] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 03/19/2024] [Accepted: 04/08/2024] [Indexed: 04/13/2024] Open
Abstract
Attentional control theory suggests that test anxiety hinders individuals' attentional control, aiding our understanding of how test anxiety may impair cognitive function. However, various methods used to assess attentional control have yielded inconsistent findings. Moreover, past studies, especially on adolescents, that examine the distinct impacts of worry and the emotional components of test anxiety on individuals' attentional control capacity are scarce. This study, using self-report, behavioral, and resting-state EEG measures, explores how worry and emotionality, impact attentional control in adolescents. It enhances our understanding of the link between test anxiety and cognitive function. Referring to the effect size from prior studies, a total of 42 adolescents took part in the study. We used the Test Anxiety Inventory, due to it can assess worry and emotionality components. We employed three widely-utilized measures of attentional control: the Attentional Control Scale (ACS), the Go/Nogo task, and resting-state electroencephalography measures (alpha oscillation and the theta/beta power ratio). Both worry and emotionality components were significantly and negatively correlated with the ACS scores. Unlike worry, emotionality demonstrated a significant positive correlation with response times for the Go trials and alpha power in the parietal cortex. These results suggest that, emotionality, but not worry, is highly correlated with attentional control deficits in adolescents. This study underscores the significance of distinguishing between the components of test anxiety, which aids in comprehending the negative impacts of test anxiety on adolescents' academic performance.
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Affiliation(s)
- Hua Wei
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China.
| | - Jiali Sun
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China
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14
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Wei H, Jin Z. EEG correlates of trait test anxiety in the flanker task for adolescents. Neurosci Lett 2024; 826:137725. [PMID: 38467269 DOI: 10.1016/j.neulet.2024.137725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2023] [Revised: 02/16/2024] [Accepted: 03/08/2024] [Indexed: 03/13/2024]
Abstract
Adolescents face constant exams and often experience severe test anxiety. Previous studies suggested that test anxiety impairs individuals' inhibitory control. Neurophysiological evidence suggests that anxiety interferes with the recruitment of the prefrontal region of the brain, which modulates top-down attentional control during the completion of inhibitory control tasks. However, there is little neurophysiological evidence regarding how test anxiety impairs inhibitory control in adolescents. This study used the flanker task to measure individuals' inhibitory control ability, and both event-related potential and electroencephalography indicators were used to measure neurophysiological processes. The results showed that increased trait test anxiety was significantly negatively correlated with theta power oscillation, while adolescents performed both incongruent and congruent trials. This finding suggests that trait test anxiety adolescents are less able to exert greater effort to complete the inhibitory control task and show impoverished top-down attentional control resources.
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Affiliation(s)
- Hua Wei
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China.
| | - Zhenni Jin
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China
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15
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Xu Y, Chen Q, Tian Y. The Impact of Problematic Social Media Use on Inhibitory Control and the Role of Fear of Missing Out: Evidence from Event-Related Potentials. Psychol Res Behav Manag 2024; 17:117-128. [PMID: 38223309 PMCID: PMC10787569 DOI: 10.2147/prbm.s441858] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 12/15/2023] [Indexed: 01/16/2024] Open
Abstract
Introduction The general deficit in inhibitory control of problematic social media users has received widespread attention. However, the neural correlates of problematic social media use (PSMU) and inhibitory control remain unclear. Additionally, the co-occurrence of the fear of missing out (FoMO) with social media use is common, yet its role in the relationship between PSMU and inhibitory control has not been investigated. Methods This study aimed to examine the electrophysiological correlates of PSMU and inhibitory control using a modified two-choice oddball task combined with event-related potentials (ERPs), and to explore the role of FoMO in this relationship. A total of 66 participants with varying degrees of PSMU were included in the analysis based on the Problematic Mobile Social Media Usage Questionnaire. Results The study found that PSMU could impact inhibitory control. Specifically, as the PSMU score increases, the N2 amplitude is greater for social media-related pictures, and the P3 amplitude is smaller, while no significant differences are observed for neutral pictures. This suggests that PSMU affects inhibitory control by consuming more cognitive resources in the early conflict detection stage and leading to insufficient cognitive resources in the later stages of the inhibitory process. Furthermore, FoMO played a mediating role between PSMU and inhibitory control. PSMU could further impact inhibitory control through FoMO. Conclusion This study provides electrophysiological evidence for deficits in inhibitory control in PSMU and suggests that FoMO may further reduce inhibitory control in PSMU individuals.
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Affiliation(s)
- Yang Xu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, 610066, People’s Republic of China
| | - Qinglin Chen
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, 610066, People’s Republic of China
- Sichuan Key Laboratory of Psychology and Behavior of Discipline lnspection and Supervision (Sichuan Normal University), Chengdu, 610066, People’s Republic of China
| | - Yu Tian
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, 610066, People’s Republic of China
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16
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Xu Y, Tian Y. Effects of fear of missing out on inhibitory control in social media context: evidence from event-related potentials. Front Psychiatry 2023; 14:1301198. [PMID: 38034920 PMCID: PMC10684275 DOI: 10.3389/fpsyt.2023.1301198] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/24/2023] [Accepted: 10/18/2023] [Indexed: 12/02/2023] Open
Abstract
The present study aimed to investigate the impact of fear of missing out (FoMO) on inhibitory control in social media context. The present study used a two-choice oddball task combined with event-related potentials (ERPs) technology to measure inhibitory control. Based on the Fear of Missing Out Scale, participants with varying degrees of FoMO were recruited to complete two studies. A total of 78 participants in Study 1 completed a two-choice oddball task (stimuli "W" or "M"). The results showed that FoMO did not have a significant impact on general inhibitory control at both the behavioral and electrophysiological levels. To further examine the effect of FoMO in social media context. In Study 2, 72 participants completed a modified two-choice oddball task with three types of pictures (high and low social media-related and neutral). The behavioral results revealed that as FoMO scores increased, inhibitory control decreased. ERP analysis revealed that with higher FoMO scores, social media-related pictures elicited larger N2 amplitude and smaller P3 amplitude, but not for neutral pictures. This suggests that FoMO undermines inhibitory control by consuming more cognitive resources in the early conflict detection stage and leading to insufficient cognitive resources in the later stages of the inhibitory process. These findings suggest that FoMO can undermine inhibitory control in the social media context. Considering the indispensable use of social media in the digital age, addressing and understanding the influence of FoMO on inhibitory control could be essential for promoting healthy digital behaviors and cognitive functions.
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Affiliation(s)
- Yang Xu
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
- Sichuan Key Laboratory of Psychology and Behavior of Discipline Inspection and Supervision (Sichuan Normal University), Chengdu, China
| | - Yu Tian
- Institute of Brain and Psychological Sciences, Sichuan Normal University, Chengdu, China
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Sylvia AM, Shear PK, Jastrowski Mano KE, Guerin JM, Mano QR. Test anxiety and reading comprehension: the key role of fluid reasoning. ANXIETY, STRESS, AND COPING 2023; 36:781-794. [PMID: 36755396 DOI: 10.1080/10615806.2023.2169677] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/12/2021] [Revised: 12/07/2022] [Accepted: 01/11/2023] [Indexed: 02/10/2023]
Abstract
BACKGROUND High test anxiety has been associated with poorer academic performance. Test anxiety may affect academic performance by disrupting cognitive processes required for complex academic tasks, such as reading comprehension. OBJECTIVES AND METHOD The objective of this cross-sectional study was to clarify the cognitive pathways through which test anxiety may affect reading comprehension performance using archival clinical data of adults (n = 94; Mage = 23.35, SD = 4.32) referred for a comprehensive psychological assessment for academic difficulties. Serial multiple indirect effects analysis was used to assess for the direct and indirect effects of test anxiety on reading comprehension through cognitive processing speed, working memory, fluid reasoning, and crystallized knowledge. A second serial multiple indirect effects analysis was conducted with trait anxiety as the antecedent. RESULTS Test anxiety had a significant indirect effect on reading comprehension through fluid reasoning (B = -.08, SE = .04; 95% CI [-.15 to -.01]), while trait anxiety exerted no significant effect. CONCLUSION Results suggest that test anxiety and fluid reasoning play unique roles in disrupting academic functioning among individuals referred for academic difficulties. It may be that test anxious adults struggle to reason effectively in testing situations, leading to downstream difficulty comprehending text.
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Affiliation(s)
- Allison M Sylvia
- Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
| | - Paula K Shear
- Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
| | | | - Julia M Guerin
- Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
| | - Quintino R Mano
- Department of Psychology, University of Cincinnati, Cincinnati, OH, USA
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Li S, Cheng S, Shangguan C, Su X, Li X. Forgive or complain: Interpersonal distance modulates reactive attitudes and neural responses toward wrongdoers. Biol Psychol 2023; 183:108653. [PMID: 37536652 DOI: 10.1016/j.biopsycho.2023.108653] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2023] [Revised: 07/23/2023] [Accepted: 07/31/2023] [Indexed: 08/05/2023]
Abstract
While the effect of interpersonal distance on forgiveness has been investigated over the past few years, it remains unclear whether this facilitating effect holds even when measured implicitly. Meanwhile, though cognitive control and the corresponding prefrontal cortex play a prominent role in forgiveness processing, the neural mechanism underlying forgiveness toward varied wrongdoers is largely unexplored. Here, forty-two participants initially underwent noise offense either from their friend or stranger, followed by a word identification test to examine their implicit attitude, during which they were presented with word-name combinations and required to categorize forgive- or complain-label words while ignoring the names of their friends or strangers below. A shorter reaction time reflects more congruence with one's implicit attitude. Electroencephalogram was recorded during the word identification test. Behaviorally, while individuals reacted faster to forgive-friend relative to complain-friend pairings, no such reaction bias was found for the stranger-wrongdoer, which suggests that individuals were more inclined to forgive someone close. Regarding the EEG/ERP results, forgive-friend elicited lower alpha oscillation and more negative frontal alpha asymmetry (FAA) value than complain-friend combinations, suggesting increased and dominant activity in the right prefrontal network during forgiveness toward friends. Whereas complain- relative to forgive-stranger combinations elicited larger P3 amplitudes, suggesting a neural encoding bias to information associated with complaints about stranger-wrongdoer. These multimodal findings provide evidence for the benefits of closeness in forgiveness and shed light on the neural mechanisms underlying forgiveness toward different types of wrongdoers.
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Affiliation(s)
- Sijin Li
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Si Cheng
- School of Psychology, Shenzhen University, Shenzhen 518060, China
| | - Chenyu Shangguan
- College of Education Science and Technology, Nanjing University of Posts and Telecommunications, Nanjing 210023, China
| | - Xianling Su
- College of Education, Shanghai Normal University, Shanghai 200234, China
| | - Xu Li
- College of Education, Shanghai Normal University, Shanghai 200234, China.
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Hou L, Zhang W, Huang Q, Zhou R. Altered local gyrification index and corresponding resting-state functional connectivity in individuals with high test anxiety. Biol Psychol 2022; 174:108409. [PMID: 35988834 DOI: 10.1016/j.biopsycho.2022.108409] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/14/2022] [Revised: 08/02/2022] [Accepted: 08/15/2022] [Indexed: 11/29/2022]
Abstract
Previous studies have reported that test anxiety is closely related to unreasonable cognitive patterns and maladaptive emotional responses. However, its underlying brain structural and functional basis has not been thoroughly studied. This study aimed to evaluate the potential difference in local gyration index (LGI) and corresponding resting-state functional connectivity (RSFC) in individuals with high test anxiety (HTA) compared with low test anxiety (LTA). Twenty-six individuals with HTA and 28 individuals with LTA underwent T1-weighted structural and resting-state functional magnetic resonance imaging scans. Using FreeSurfer software, we contrasted the LGI between the HTA and LTA groups using a surface-based general linear model to map group contrasts on a vertex-by-vertex basis. By selecting the cortical regions with significant differences in the LGI analysis as the regions of interest, the seed-based RSFC analysis was further carried out using the Resting-State fMRI Data Analysis Toolkit to examine the differences in the functional connectivity of these cortical regions with the whole brain between the two groups. The results showed that the LGI in several cortical regions of the executive control network (ECN) and the right lateral occipital gyrus was lower in the HTA group than in the LTA group. Furthermore, compared with the LTA group, the HTA group exhibited abnormal RSFC within the ECN, between the ECN and the visual network, and between the ECN and the sensorimotor network. Our findings might provide preliminary evidence for brain morphology and functional alterations in individuals with HTA and contribute to a better understanding of the pathophysiology of TA. DATA STATEMENT: The data that support the findings of this study are available from the corresponding author upon reasonable request after completing a formal data sharing agreement.
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Affiliation(s)
- Lulu Hou
- Department of Psychology, Shanghai Normal University, Shanghai, 200234, China; Department of Psychology, Nanjing University, Nanjing, 210023, China
| | - Wenpei Zhang
- Department of Psychology, Nanjing University, Nanjing, 210023, China; School of Business, Anhui University of Technology, Maanshan, 243032, China
| | - Qiong Huang
- Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, China
| | - Renlai Zhou
- Department of Psychology, Nanjing University, Nanjing, 210023, China; State Key Laboratory of Media Convergence Production Technology and Systems, Beijing, 100803, China.
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Wei H, Beuckelaer AD, Zhou R. EEG correlates of neutral working memory training induce attentional control improvements in test anxiety. Biol Psychol 2022; 174:108407. [PMID: 35952863 DOI: 10.1016/j.biopsycho.2022.108407] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/30/2022] [Revised: 07/17/2022] [Accepted: 08/07/2022] [Indexed: 11/17/2022]
Abstract
Attentional control theory states that high test anxious (HTA) individuals suffer from impaired attentional control. However, through working memory training it may be possible to improve such individuals' attentional control ability. This study investigated whether 20 days of working memory training (with emotionally neutral stimuli) does result in improved HTA individuals' attentional control ability. Pre- and post-outcomes of attentional control were measured using Flanker and Go/Nogo experimental tasks in a test-related stress situation, and EEG data were also collected. Results only showed a significant decrease in Nogo alpha power in HTA individuals after neutral working memory training (i.e., post-outcome versus pre-outcome). However, we failed to provide evidence for beneficial transfer effects of neutral working memory training on enhanced task performance in both the Flanker and the Go/Nogo tasks. So, the present study demonstrates that neutral working memory training is clearly associated with important neurophysiological correlates while performing the Go/Nogo task, but the transfer effect is rather limited.
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Affiliation(s)
- Hua Wei
- Department of Psychology, Suzhou University of Science and Technology, Suzhou, Jiangsu, China; Department of Psychology, Nanjing University, Nanjing, Jiangsu, China
| | - Alain De Beuckelaer
- Institute for Management Research, Radboud University, Nijmegen, the Netherlands; Department of Work, Organisation and Society, Ghent University, Ghent, Belgium
| | - Renlai Zhou
- Department of Psychology, Nanjing University, Nanjing, Jiangsu, China; State Key Laboratory of Media Convergence Production Technology and Systems, Beijing, China.
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Huang Q, Hou L, Zhang W, Zhou R. The dysregulation of top-down control in individuals with high test anxiety: A resting state fMRI study. J Psychiatr Res 2022; 151:649-656. [PMID: 35661522 DOI: 10.1016/j.jpsychires.2022.05.023] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2021] [Revised: 03/04/2022] [Accepted: 05/19/2022] [Indexed: 11/26/2022]
Abstract
BACKGROUND Individuals with high test anxiety (HTA) have deficits in attentional control and in stress responses when faced with tests. However, little is known about the underlying neural mechanism. Anterior cingulate cortex (ACC) is involved in both attention and emotion networks, therefore this study examined the neural functional dysregulation in test anxiety from the perspective of functional connectivity (FC) using bilateral ACC as the regions of interest. METHODS Fifty-one participants were divided into HTA (n = 23) and low test anxiety (LTA, n = 28) group according to their Test Anxiety Scale (TAS) scores. Brain imaging data in resting, preparing, and recovering phases of a modified social evaluative threat task were collected, and emotional changes were assessed. RESULTS Compared with the LTA group, the HTA group exhibited significantly lower FCs between the ACC and superior frontal gyrus (SFG) in all 3 phases, significantly lower FCs between the ACC and inferior parietal gyrus (IPG), and significantly higher FCs between the ACC superior temporal gyrus (STG) in the preparing phase. Moreover, in the HTA group, the resting state IPG-ACC FC was associated with their TAS score, the preparing state STG-ACC FC was associated with the increased anxiety. CONCLUSIONS Individuals with HTA have general prefrontal control deficits. When facing a test, they tend to recruit more resources to deal with high emotional interference. The dysregulated control of the ACC by the frontal-parietal network may underlie the pathophysiology of test anxiety.
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Affiliation(s)
- Qiong Huang
- Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, China; Key Laboratory of Child Development and Learning Science, Southeast University, Nanjing, 210096, China
| | - Lulu Hou
- Department of Psychology, Nanjing University, Nanjing, 210023, China; Department of Psychology, Shanghai Normal University, Shanghai, 220234, China
| | - Wenpei Zhang
- Department of Psychology, Nanjing University, Nanjing, 210023, China; School of Business, Anhui University of Technology, Maanshan, 243032, China
| | - Renlai Zhou
- Department of Brain and Learning Science, School of Biological Science & Medical Engineering, Southeast University, Nanjing, 210096, China; Key Laboratory of Child Development and Learning Science, Southeast University, Nanjing, 210096, China; Department of Psychology, Nanjing University, Nanjing, 210023, China; State Key Laboratory of Media Convergence Production Technology and Systems, Beijing, 100803, China.
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