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Lievore R, Mammarella IC. Trait and state mathematics anxiety in autistic and non-autistic school-aged boys. AUTISM : THE INTERNATIONAL JOURNAL OF RESEARCH AND PRACTICE 2025; 29:1209-1223. [PMID: 39625174 PMCID: PMC12038072 DOI: 10.1177/13623613241299881] [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] [Indexed: 04/30/2025]
Abstract
The aim of the study was to investigate mathematics anxiety in autistic school-aged boys compared with non-autistic peers, by considering the distinction between trait and state components of mathematics anxiety. The study involved 110 boys aged between 8 and 16 years old: 50 autistic participants without intellectual disability and 60 non-autistic peers. The two groups were matched for age and full-scale intelligence quotient. Trait mathematics anxiety was assessed with a self-report measure, whereas state components of mathematics anxiety were measured in the context of a real-time assessment, in which participants had to report their emotional (valence, arousal) and cognitive (perception of competence, worries) responses before and after completing a math task with time pressure. Findings revealed no significant group differences for trait mathematics anxiety. However, autistic participants performed worse in the timed math test than non-autistic peers. After controlling for age and trait mathematics anxiety, lower valence, higher pre-test emotional arousal, and higher worries were reported by the autistic boys compared with the non-autistic counterparts. No group differences emerged for perception of competence. This study emphasizes the importance of considering the distinction between trait and state mathematics anxiety, in addition to acknowledging the impact that emotional aspects, thoughts, and worries may have on the school experience of autistic students.Lay abstractAutistic children and adolescents may encounter difficulties at school, especially in mathematics, experiencing a pattern of negative feelings, distress, and concerns, which has been called mathematics anxiety. We asked 110 boys (50 autistic, 60 non-autistic) aged between 8 and 16 years old to report their feelings toward mathematics. Specifically, we asked them to fill in a questionnaire on their levels of mathematics anxiety at school and to report their emotional (valence, arousal) and cognitive (perception of competence, worries) responses before and after completing a mathematical task with time pressure. Mathematics anxiety might be an important factor to consider when assessing academic functioning of autistic children and adolescents, to understand whether it can interfere with their school success and well-being. In our sample, no significant group differences emerged for mathematics anxiety experienced at school. However, autistic children and adolescents performed worse in the timed math test than non-autistic peers. Regarding emotional and cognitive factors, lower valence, higher arousal, and higher worries were reported by the autistic participants compared with non-autistic peers. No group differences emerged for perception of competence. Teachers and clinicians should be aware that time pressure could be a negative factor in terms of proficiency and worries in autistic children and adolescents. Furthermore, it is essential to discourage the development of resignation toward academic learning and to improve positive feelings, self-esteem, and self-awareness for a more supportive learning environment.
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Affiliation(s)
- Rachele Lievore
- Department of Developmental and Social Psychology, University of Padova, Italy
| | - Irene C. Mammarella
- Department of Developmental and Social Psychology, University of Padova, Italy
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2
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Gliksman Y, Levy S. Switch cost in arithmetic operations and its relation to math anxiety. PSYCHOLOGICAL RESEARCH 2025; 89:60. [PMID: 40025234 DOI: 10.1007/s00426-025-02086-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Accepted: 02/03/2025] [Indexed: 03/04/2025]
Abstract
Math fluency is the ability to efficiently solve known arithmetic exercises, and it is one of the building blocks for academic achievements and daily use. Math fluency is assessed by how many exercises individuals can solve correctly in a limited time, requiring switching from one exercise to another. Switching is one of the executive functions and involves flexibility and adaptation to changing circumstances. Switching is measured through switch cost, which represents the difference in performance between executing the same task sequentially and switching between tasks. The current study examines the switch cost in math fluency. Participants, students from higher academic institutions, performed a math fluency test applied by the Ben-Gurion University Math Fluency (BGU-MF) tool, which included simple arithmetic exercises of addition, subtraction, multiplication and division. In Experiment 1, we examined the switch cost for each operation, and between pairs of operations, among 135 students (age 19 to 34). Results showed that the switch cost differs among different operations. Moreover, switch costs occur when alternating between complementary operations, but not between operations that rely on the same cognitive mechanisms, such as retrieval or calculation. In Experiment 2, we examined the switch cost in math fluency among 54 students (age 21 to 34) with high- vs. low- math anxiety. High math anxiety participants presented poorer performance in math fluency, as measured by accuracy rates and reaction times, and a larger switch cost. Our results fit the Attentional Control Theory (ACT) which suggests that anxiety impairs the executive functions. The effects of dominance, familiarity, difficulty, mental sets and executive functions on the switch cost in math fluency are discussed.
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Affiliation(s)
- Yarden Gliksman
- Department of Psychology, Faculty of Behavioral Sciences, Ruppin Academic Center, Emek Hefer, Israel.
| | - Shir Levy
- Department of Psychology, Faculty of Behavioral Sciences, Ruppin Academic Center, Emek Hefer, Israel
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Guo S, Liao S. The relationship between trait- and state-math anxiety and math engagement: The role of math learning context and task difficulty. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2025. [PMID: 39909985 DOI: 10.1111/bjep.12746] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2024] [Accepted: 01/27/2025] [Indexed: 02/07/2025]
Abstract
BACKGROUND Various findings regarding the relationship between math anxiety and engagement have been identified in the literature, with many focusing on general math anxiety and overall math engagement. OBJECTIVES Based on the control-value theory, this study examined the relationships between trait- and state-math anxiety and behavioural and cognitive engagement in math under daily practice and exam preparation conditions across math tasks of varying difficulty levels. METHODS A survey study with 449 high school students and an experimental study with 33 freshmen were conducted. Students' trait- and state-math anxiety, as well as behavioural and cognitive engagement in math, were measured under daily practice and exam preparation conditions across easy and difficult math tasks. RESULTS A two-level latent variable model was built in the survey study, and two-way ANOVAs and regressions were used in the experimental study. Students exhibited greater state anxiety under exam preparation conditions in the survey study and showed differences in state-math anxiety and engagement across learning contexts and math tasks in the experimental study. Students with higher trait-math anxiety displayed less engagement in both studies, while those with higher state-math anxiety when facing difficult tasks tended to engage more cognitively in the experiment. CONCLUSIONS These findings demonstrated discrepancies in the relationships between trait- and state-math anxiety and math engagement, while accounting for learning context and task difficulty.
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Affiliation(s)
- Siwen Guo
- Department of Psychology, Renmin University of China, Beijing, China
| | - Shanhui Liao
- Department of Psychology, Renmin University of China, Beijing, China
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Lennon-Maslin M, Quaiser-Pohl CM. "It's Different for Girls!" The Role of Anxiety, Physiological Arousal, and Subject Preferences in Primary School Children's Math and Mental Rotation Performance. Behav Sci (Basel) 2024; 14:809. [PMID: 39336024 PMCID: PMC11429223 DOI: 10.3390/bs14090809] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2024] [Revised: 09/06/2024] [Accepted: 09/11/2024] [Indexed: 09/30/2024] Open
Abstract
(1) Background: This study examines the role of subjective anxiety (mathematics and spatial anxiety), along with physiological responses, in mathematics or math and mental rotation performance in 131 German primary school students (65 girls, 66 boys; Mean age = 8.73 years). (2) Method: Students' preference for math vs. German and their subjective anxiety were assessed using standardized questionnaires. Emotional reactivity was measured using the Galvanic Skin Response (GSR). Math performance was evaluated via percentage scored and completion times on number line estimation, word problems, and missing terms tasks. Spatial skills were assessed using a novel mental rotation task (nMRT) incorporating gender-congruent and -neutral stimuli. (3) Results: Girls outperformed boys on percentage scored on the math task but took longer to complete this. No gender differences were found in performance on the nMRT. Girls demonstrated higher math anxiety and were less likely to prefer math over German. Math anxiety predicted math scores and accuracy on the nMRT while gender predicted math performance and mental rotation response time. Subject preference was associated with longer completion times and emotional reactivity with longer response times. Girls' preference for math and lower emotional reactivity was linked to shorter completion times, while lower math anxiety predicted higher scores. In contrast, these factors did not affect boys' math performance. Additionally, subjective anxiety, emotional reactivity, or subject preference did not impact spatial performance for either gender. (4) Conclusions: Supporting mathematical self-efficacy and emotional regulation, especially in girls, is crucial for enhancing STEM outcomes in primary education. Gender-fair assessment in mental rotation reveals equitable spatial performance and reduces the impact of anxiety.
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Affiliation(s)
- Michelle Lennon-Maslin
- Department of Developmental Psychology and Psychological Assessment, Faculty of Educational Sciences, Institute of Psychology, University of Koblenz, 56070 Koblenz, Germany
| | - Claudia Michaela Quaiser-Pohl
- Department of Developmental Psychology and Psychological Assessment, Faculty of Educational Sciences, Institute of Psychology, University of Koblenz, 56070 Koblenz, Germany
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Megreya AM, Al-Emadi AA. The impact of cognitive emotion regulation strategies on math and science anxieties with or without controlling general anxiety. Sci Rep 2024; 14:19726. [PMID: 39183319 PMCID: PMC11345414 DOI: 10.1038/s41598-024-70705-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2024] [Accepted: 08/20/2024] [Indexed: 08/27/2024] Open
Abstract
It is well-established that general anxiety associates with the lower use of adaptive emotion regulation and the higher use of maladaptive emotion regulation. However, no study has previously investigated the impact of cognitive emotion regulation on academic anxieties. Using a sample of secondary school students (N = 391), this study examined the impact of cognitive emotion regulation on math and science anxieties. Math anxiety showed stronger correlations with adaptive than maladaptive emotion regulation, whereas general anxiety showed stronger correlations with maladaptive than adaptive emotion regulation. Hierarchical regression analyses showed that math anxiety was associated with the high uses of acceptance, rumination and other-blame and the low uses of positive reappraisal and putting into perspective. However, with controlling science and general anxieties, math anxiety was associated with the high use of rumination and the low use of positive reappraisal. In contrast, science anxiety was associated with the high uses of acceptance and other-blame and the low use of positive reappraisal. Importantly, however, with controlling math and general anxieties, those science anxiety associations did not remain. Accordingly, these results might provide important insights for the specificity, etiology, and intervention of math anxiety.
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Affiliation(s)
- Ahmed M Megreya
- Department of Psychological Sciences, College of Education, Qatar University, P.O. 2713, Doha, Qatar.
| | - Ahmed A Al-Emadi
- Department of Psychological Sciences, College of Education, Qatar University, P.O. 2713, Doha, Qatar
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Pelegrina S, Martín-Puga ME, Lechuga MT, Justicia-Galiano MJ, Linares R. Role of executive functions in the relations of state- and trait-math anxiety with math performance. Ann N Y Acad Sci 2024; 1535:76-91. [PMID: 38598473 DOI: 10.1111/nyas.15140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/12/2024]
Abstract
The detrimental effect of math anxiety on math performance is thought to be mediated by executive functions. Previous studies have primarily focused on trait-math anxiety rather than state-math anxiety and have typically examined a single executive function rather than comprehensively evaluating all of them. Here, we used a structural equation modeling approach to concurrently determine the potential mediating roles of different executive functions (i.e., inhibition, switching, and updating) in the relationships between both state- and trait-math anxiety and math performance. A battery of computer-based tasks and questionnaires were administered to 205 university students. Two relevant results emerged. First, confirmatory factor analysis suggests that math anxiety encompassed both trait and state dimensions and, although they share substantial variance, trait-math anxiety predicted math performance over and above state-math anxiety. Second, working memory updating was the only executive function that mediated the relationship between math anxiety and math performance; neither inhibition nor switching played mediating roles. This calls into question whether some general proposals about the relationship between anxiety and executive functions can be extended specifically to math anxiety. We also raise the possibility that working memory updating or general cognitive difficulties might precede individual differences in math anxiety.
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Affiliation(s)
| | | | | | | | - Rocío Linares
- Department of Psychology, University of Jaén, Jaén, Spain
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Svraka B, Álvarez C, Szücs D. Anxiety predicts math achievement in kindergarten children. Front Psychol 2024; 15:1335952. [PMID: 38476390 PMCID: PMC10927750 DOI: 10.3389/fpsyg.2024.1335952] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2023] [Accepted: 02/16/2024] [Indexed: 03/14/2024] Open
Abstract
Introduction Math anxiety (MA) is an academic anxiety about learning, doing, and evaluating mathematics, usually studied in school populations and adults. However, MA likely has its origins before children go to school. For example, studies have shown that general anxiety (GA) for everyday events is less separable from MA in primary than in early secondary school. This suggests that GA may be a precursor of MA. For this reason, here, we have examined whether GA is already associated with math achievement at the end of kindergarten. Methods We tested 488 Hungarian kindergarten children aged 5.7 to 6.9 years (55% girls) and analyzed the effect of GA, sex, and family SES on math achievement in kindergarten children. Results Strikingly, confirming results from primary school children, we found that GA negatively correlated with math achievement already in this preschool population. Higher GA levels had a stronger negative effect on girls' than boys' math achievement. However, there were no significant sex differences in math achievement in kindergarten. Additionally, family socioeconomic status was the strongest predictor of math achievement. Discussion We speculate that high GA in preschool is a plausible early precursor of later high MA. Early interventions could aim to control GA levels before children start formal schooling.
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Affiliation(s)
- Bernadett Svraka
- Department of Education, Faculty of Primary and Pre-School Education, ELTE, Eötvös Loránd University, Budapest, Hungary
- Doctoral School of Mental Health Sciences, Semmelweis University, Budapest, Hungary
- MTA-SZTE Metacognition Research Group, Szeged, Hungary
- National Laboratory for Social Innovation, Budapest, Hungary
| | - Carolina Álvarez
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
| | - Dénes Szücs
- Centre for Neuroscience in Education, Department of Psychology, University of Cambridge, Cambridge, United Kingdom
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Daker RJ, Gattas SU, Necka EA, Green AE, Lyons IM. Does anxiety explain why math-anxious people underperform in math? NPJ SCIENCE OF LEARNING 2023; 8:6. [PMID: 36944641 PMCID: PMC10030629 DOI: 10.1038/s41539-023-00156-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Accepted: 02/27/2023] [Indexed: 06/18/2023]
Abstract
Math-anxious people consistently underperform in math. The most widely accepted explanation for why this underperformance occurs is that math-anxious people experience heightened anxiety when faced with math, and this in-the-moment anxiety interferes with performance. Surprisingly, this explanation has not been tested directly. Here, using both self-report and physiological indices of anxiety, we directly test how much in-the-moment anxiety explains math-anxious underperformance. Results indicate that in-the-moment anxiety indeed explains why math-anxious people underperform-but only partially, suggesting a need to seriously consider alternative mechanisms. Results also showed that while some highly math-anxious individuals-those with high levels of heart rate variability-experienced less in-the-moment anxiety, they nevertheless performed no better at math. For these individuals, math-anxious underperformance must occur for reasons unrelated to in-the-moment anxiety. More broadly, our findings point to substantial individual heterogeneity in the mechanisms underlying math-anxious underperformance. Accounting for this mechanistic heterogeneity may prove vital for optimally boosting math performance in math-anxious individuals.
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Affiliation(s)
- Richard J Daker
- Department of Psychology, Georgetown University, Washington, D.C., USA.
| | - Sylvia U Gattas
- Department of Experimental Psychology, University of Oxford, Oxford, UK
| | - Elizabeth A Necka
- National Institutes on Aging, National Institutes of Health, Bethesda, MD, USA
| | - Adam E Green
- Department of Psychology, Georgetown University, Washington, D.C., USA
| | - Ian M Lyons
- Department of Psychology, Georgetown University, Washington, D.C., USA
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Challenges in Understanding Numerical Learning: Editorial for Brain Sciences Special Issue “Neurocognitive Signatures of Math (Learning) across the Lifespan and Their Interrelation with Other Aspects of Cognition and Emotion”. Brain Sci 2023; 13:brainsci13030420. [PMID: 36979230 PMCID: PMC10046135 DOI: 10.3390/brainsci13030420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2023] [Accepted: 02/24/2023] [Indexed: 03/04/2023] Open
Abstract
Living in our information- and technology-driven society at the beginning of the 21st century requires the ability to understand and handle numbers not only for a successful career but also for coping with everyday life tasks [...]
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10
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Zhu C, Zhao X, Lu F, Wang Y, Zhao Y, Kou D, Liu D, Luo W. Estimation Strategy Utilization Is Modulated by Implicit Emotion Regulation: Evidence from Behavioral and Event-Related Potentials Studies. Brain Sci 2022; 13:brainsci13010077. [PMID: 36672058 PMCID: PMC9857239 DOI: 10.3390/brainsci13010077] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2022] [Revised: 12/21/2022] [Accepted: 12/27/2022] [Indexed: 01/03/2023] Open
Abstract
A large number of studies have studied the influence of emotional experience on an individual's estimation performance, but the influence of implicit emotion regulation is still unknown. Participants were asked to complete the following tasks in order: idiom matching task, multiplication computational estimation task (MCE task), gender judgment task (GJ task), and emotional experience intensity assessment task. The words matching task was adopted to achieve the purpose of implicit emotion regulation (implicit reappraisal and implicit suppression). Behavioral results showed that implicit reappraisal and implicit suppression equally contributed to improving an individual's estimation speed (but not ACC (accuracy)). The MCE task related ERP (event-related potential) results showed that the influence of implicit emotion regulation on estimation consisted of two phases. In the first phase (encoding phase), implicit reappraisal both enhanced (larger P1 amplitudes) and weakened (smaller N170 amplitudes) an individual's encoding sensitivity, while implicit suppression enhanced an individual's encoding sensitivity (larger P1 amplitudes). In the second phase (estimation strategies retrieval phase), implicit reappraisal (but not implicit suppression) cost more attention resources (larger LPC2 and LPC3 amplitudes). The present study suggested that both implicit reappraisal and implicit suppression contributed to improving an individual's estimation performance, and the regulation effect of implicit suppression (vs. implicit reappraisal) was better.
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Affiliation(s)
- Chuanlin Zhu
- School of Educational Science, Yangzhou University, Yangzhou 225002, China
| | - Xinyi Zhao
- School of Educational Science, Yangzhou University, Yangzhou 225002, China
| | - Feng Lu
- College of Educational Science, Taizhou University, Taizhou 225300, China
| | - Yun Wang
- School of Foreign Languages, Suzhou University of Science and Technology, Suzhou 215009, China
| | - Yuan Zhao
- Police Officer Academy, Shandong University of Political Science and Law, Jinan 250014, China
| | - Dongquan Kou
- School of Educational Science, Yangzhou University, Yangzhou 225002, China
- Correspondence: (D.K.); (D.L.); (W.L.); Tel.: +86-0514-8797-5536 (D.K.); +86-0512-6588-0832 (D.L.); +86-411-8215-3336 (W.L.)
| | - Dianzhi Liu
- School of Education, Soochow University, Suzhou 215123, China
- Correspondence: (D.K.); (D.L.); (W.L.); Tel.: +86-0514-8797-5536 (D.K.); +86-0512-6588-0832 (D.L.); +86-411-8215-3336 (W.L.)
| | - Wenbo Luo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China
- Key Laboratory of Brain and Cognitive Neuroscience, Liaoning Province, Dalian 116029, China
- Correspondence: (D.K.); (D.L.); (W.L.); Tel.: +86-0514-8797-5536 (D.K.); +86-0512-6588-0832 (D.L.); +86-411-8215-3336 (W.L.)
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11
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Cheng D, Ren B, Yu X, Wang H, Chen Q, Zhou X. Math anxiety as an independent psychological construct among social-emotional attitudes: An exploratory factor analysis. Ann N Y Acad Sci 2022; 1517:191-202. [PMID: 36123799 DOI: 10.1111/nyas.14902] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Math anxiety is a widespread problem for children and adolescents worldwide. However, the psychological trait of math anxiety is poorly understood. The present study aimed to examine the psychological construct of math anxiety among social-emotional attitudes. A total of 28,726 students, including 17,378 fourth graders and 11,348 eighth graders, were selected from the Qingdao Basic Education Quality Assessment database using multi-stage cluster random sampling. There were 10 questionnaires assessing social-emotional attitudes in the database. Pearson's correlation analyses were performed to examine the intercorrelations between social-emotional attitudes and mathematical performance. Exploratory factor analysis (EFA) was conducted to examine the psychological structure of these 10 social-emotional attitudes. After controlling for other social-emotional attitudes, math anxiety had a weak but significant correlation to mathematical performance in most subtests across grades. Among three-factor, four-factor, and five-factor EFA models, math anxiety was an independent factor that was separate from other social-emotional attitudes across six parallel subtests in grades four and eight. Math anxiety is a stable and independent psychological construct that is separate from other social-emotional attitudes. It suggests that math anxiety should be considered as a distinct anxiety disorder specific to mathematical learning in subsequent versions of the Diagnostic and Statistical Manual of Mental Disorders.
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Affiliation(s)
- Dazhi Cheng
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, China.,Lab for Educational Neuroscience, Center for Educational Science and Technology, Faculty of Education, Beijing Normal University, Beijing, China.,Department of Pediatric Neurology, Capital Institute of Pediatrics, Beijing, China
| | - Bingqian Ren
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, China
| | - Xiaodan Yu
- Department of Education, Ocean University of China, Qingdao, China
| | - Haitao Wang
- Department of Education, Ocean University of China, Qingdao, China
| | - Qian Chen
- Department of Pediatric Neurology, Capital Institute of Pediatrics, Beijing, China
| | - Xinlin Zhou
- State Key Laboratory of Cognitive Neuroscience and Learning, IDG/McGovern Institute for Brain Research, Beijing Normal University, Beijing, China.,Advanced Innovation Center for Future Education, Beijing Normal University, Beijing, China
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Zhu C, Zhao X, Han X, Wang Y, Liu D, Luo W. Estimation Strategy Selection Is Modulated by Snapshot Emotional Priming, but Not Math Anxiety. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:10268. [PMID: 36011903 PMCID: PMC9408359 DOI: 10.3390/ijerph191610268] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Revised: 08/16/2022] [Accepted: 08/16/2022] [Indexed: 06/15/2023]
Abstract
The present study explored the role of snapshot emotional priming and math anxiety in estimation strategy selection. Participants were asked to complete a two-digit multiplication estimation task (e.g., 34 × 67) under explicit (Experiment 1) and implicit (Experiment 2) snapshot emotional priming conditions by freely choosing to use DU (down-up, e.g., doing 30 × 70 = 2100 for 34 × 67) or UD (up-down, e.g., doing 40 × 60 = 2400 for 34 × 67) strategies to arrive as close as possible to the correct answer. In Experiment 1, individuals' estimation performance was positively influenced by explicit happy priming (shorter RT (reaction time)), while not affected by explicit fear priming. In Experiment 2, individuals' estimation ACC (accuracy) when using the UD strategy was negatively affected by both implicit happy and fear priming, but their RT when using DU and UD strategies was positively impacted by implicit happy priming. In both experiments, the correlations between math anxiety and estimation performance (ACC, RT, and strategy selection adaptivity) was not significant. The present study suggests that fear priming was not always detrimental to individuals' estimation performance, and happy priming did not always universally improve individuals' estimation performance. Additionally, estimation strategy selection was not influenced by math anxiety.
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Affiliation(s)
- Chuanlin Zhu
- School of Educational Science, Yangzhou University, Yangzhou 225002, China
| | - Xinyi Zhao
- School of Educational Science, Yangzhou University, Yangzhou 225002, China
| | - Xinhua Han
- School of Educational Science, Yangzhou University, Yangzhou 225002, China
| | - Yun Wang
- School of Foreign Languages, Suzhou University of Science and Technology, Suzhou 215009, China
| | - Dianzhi Liu
- School of Education, Soochow University, Suzhou 215123, China
| | - Wenbo Luo
- Research Center of Brain and Cognitive Neuroscience, Liaoning Normal University, Dalian 116029, China
- Key Laboratory of Brain and Cognitive Neuroscience, Dalian 116029, China
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