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Lee HJ, Kim S, Bong M. Social antecedents of children's mindsets, motivation and achievement in math: Investigating parental beliefs and perceived teacher beliefs. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2025. [PMID: 40079694 DOI: 10.1111/bjep.12764] [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: 03/18/2024] [Accepted: 02/28/2025] [Indexed: 03/15/2025]
Abstract
BACKGROUND As children mature, they tend to develop a fixed mindset in math, which has been identified as a contributor to declining confidence and widespread anxiety in math. Both parents and teachers can function as critical socializers in shaping children's fixed mindsets. AIMS Given that children's beliefs are formed through interactions with socializers, we tested our hypothesis that the mindsets and expectations of parents and those of teachers perceived by students would predict the children's mindsets, motivation and achievement in math. We further posited that these social influences would indirectly shape students' self-efficacy and test anxiety through students' mindsets, ultimately predicting their persistence and achievement in math. SAMPLE AND METHODS Using multilevel path analyses, we analysed the data from 507 third- and fourth-graders in 28 classrooms and their parents in Korea. RESULTS Among the self-reported parental measures, only parental expectations for their child's success in math were a significant negative predictor of students' fixed mindsets in math at the within-class level. Student perceptions of their teacher's fixed mindsets and expectations were, respectively, a positive and a negative predictor of students' fixed mindsets. Students' fixed mindsets, in turn, positively predicted their math test anxiety and negatively predicted their math self-efficacy, persistence, and achievement. Patterns observed at the between-class level were generally consistent with those at the within-class level. CONCLUSIONS This study found meaningful associations of self-reported parental beliefs and student-perceived teacher beliefs with student mindsets, motivation, and achievement in math. Longitudinal or experimental research is needed to clarify their causal relationships.
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Affiliation(s)
- Hyun Ji Lee
- Department of Educational Studies, College of Education and Human Ecology, The Ohio State University, Columbus, Ohio, USA
| | - Sungwha Kim
- Department of Education and the Brain and Motivation Research Institute (bMRI), Korea University, Seoul, South Korea
| | - Mimi Bong
- Department of Education and the Brain and Motivation Research Institute (bMRI), Korea University, Seoul, South Korea
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2
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Cuder A, Doz E, Rubinsten O, Passolunghi MC, Pellizzoni S. Attentional bias and math avoidance: insights from a developmental sample. PSYCHOLOGICAL RESEARCH 2025; 89:62. [PMID: 40167773 PMCID: PMC11961517 DOI: 10.1007/s00426-025-02089-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 02/09/2025] [Indexed: 04/02/2025]
Abstract
Stimuli perceived as threatening subtly influence how individuals orient their attention, a phenomenon labelled as attentional bias. According to literature, individuals with negatives attitudes toward math would exhibit attentional bias when presented with math-related stimuli. However, attentional bias and its relationships with math anxiety, math self-efficacy, and math skills are understudied, particularly when considering developmental samples. For this reason, the aim of the present study was to assess attentional bias toward math stimuli (i.e., math vs. neutral words) and to evaluate its relationship with math anxiety, math self-efficacy and math skills in fifth and sixth grade students (Mmonths = 135.84; SDmonths = 7.53) tested in January 2023. Findings indicated that children who were more anxious and had lower levels of math self-efficacy and math skills appeared to avoid math stimuli in an attentional bias task. Furthermore, dominance analysis showed that math self-efficacy made the largest average contribution in attentional bias scores, suggesting that motivational constructs would play a central role in the observed attentional bias avoidance patterns. Results could potentially generalize developmental age samples, providing new insight into how avoidance behaviors, even for stimuli that are not purely numerical, would influence children's attentional processes rapidly and automatically, posing a risk factor for maintaining negative attitudes toward math.
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Affiliation(s)
- Alessandro Cuder
- Department of Life Sciences, University of Trieste, Via Weiss n. 21, Trieste, Italy
| | - Eleonora Doz
- Department of Life Sciences, University of Trieste, Via Weiss n. 21, Trieste, Italy
| | - Orly Rubinsten
- Department of Learning Disabilities, University of Haifa, Haifa, Israel
| | | | - Sandra Pellizzoni
- Department of Life Sciences, University of Trieste, Via Weiss n. 21, Trieste, Italy
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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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Cui F, Dai L, He H, Liu J. Math-anxious people suffer more in math-related events: The perspective of reward processing on motivated behavior. Ann N Y Acad Sci 2025; 1544:92-105. [PMID: 39808591 DOI: 10.1111/nyas.15284] [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: 01/16/2025]
Abstract
Individuals with high math anxiety (HMA) demonstrate a tendency to avoid math-related tasks, a behavior that perpetuates a detrimental cycle of limited practice, poor performance, increased anxiety, and further avoidance. This study delves into the cognitive and neural bases of math avoidance behavior in HMA through the lens of reward processing. In Experiment 1, participants reported their satisfaction level in response to the reward provided after solving an arithmetic problem. In Experiment 2, participants weighed the economic benefits against the cognitive costs of solving a calculation problem. This decision-making process was framed in terms of either retaining or losing some monetary reward, creating positive or negative contexts, respectively. Experiment 1 showed that HMA participants were more punishment-sensitive and less satisfied with incorrect answers. Experiment 2 revealed that HMA individuals were less willing to tackle math challenges when their satisfaction dipped after errors. HMAs exhibited increased math avoidance and a notably reduced P3 amplitude in negative contexts, a response unique to the HMA group. HMAs also displayed an elevated feedback-related negativity amplitude in both contexts. This study suggests a potential impairment in reward processing in negative contexts and under negative appraisal among those with high math anxiety.
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Affiliation(s)
- Fang Cui
- School of Psychology, Shenzhen University, Shenzhen, China
- Center for Brain Disorders and Cognitive Neuroscience, Shenzhen University, Shenzhen, China
| | - Luwei Dai
- School of Psychology, Shenzhen University, Shenzhen, China
- The First Primary School of Gongming, Shenzhen, China
| | - Hao He
- School of Education, South China Business College, Guangdong University of Foreign Studies, Guangzhou, China
| | - Jie Liu
- School of Psychology, Shenzhen University, Shenzhen, China
- Center for Brain Disorders and Cognitive Neuroscience, Shenzhen University, Shenzhen, China
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5
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Cuder A, Pellizzoni S, Di Marco M, Blason C, Doz E, Giofrè D, Passolunghi MC. The impact of math anxiety and self-efficacy in middle school STEM choices: A 3-year longitudinal study. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2024; 94:1091-1108. [PMID: 38977942 DOI: 10.1111/bjep.12707] [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: 01/31/2024] [Accepted: 06/28/2024] [Indexed: 07/10/2024]
Abstract
INTRODUCTION In today's world, which is progressively oriented towards science and technology and facing a growing demand for skilled professionals, it becomes essential to identify the factors that encourage individuals to pursue careers in STEM fields (Science, Technology, Engineering and Mathematics). Previous research has shown that affective-motivational factors, math performance and gender influence STEM occupational and academic choices in adulthood. However, few studies examined how these factors may influence STEM choices as early as middle school. This study aims to assess how math anxiety, math self-efficacy, math performance and gender influence STEM school choices during middle school. METHODS We longitudinally assessed a group of 109 students (Year 6) over three school years, with measurements taken on three different occasions. RESULTS Findings indicated that individuals who made an STEM school choice experienced lower math anxiety, higher self-efficacy and math performance and were predominantly male. Furthermore, the results indicated that both math anxiety in Year 7 and self-efficacy in Year 6 made the most substantial unique contributions to the STEM school choice. CONCLUSION Math anxiety and math self-efficacy seem to be both crucial in influencing middle school students' STEM choices, offering new perspectives for early interventions aimed at promoting more informed school choices.
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Affiliation(s)
- Alessandro Cuder
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | | | - Miriana Di Marco
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Claudia Blason
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - Eleonora Doz
- Department of Life Sciences, University of Trieste, Trieste, Italy
| | - David Giofrè
- Department of Educational Sciences, University of Genoa, Genoa, Italy
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6
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Blini E, Anobile G, Arrighi R. What pupil size can and cannot tell about math anxiety. PSYCHOLOGICAL RESEARCH 2024; 88:2455-2468. [PMID: 39180562 PMCID: PMC11522078 DOI: 10.1007/s00426-024-02020-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2024] [Accepted: 08/06/2024] [Indexed: 08/26/2024]
Abstract
Math Anxiety (MA) consists of excessive fear and worry about math-related situations. It represents a major barrier to numerical competence and the pursuit of STEM careers. Yet, we currently do not dispose of many tools that can capture its multifaceted nature, e.g. moving beyond the exclusive reliance on self-reports and meta-cognition. Here we sought to probe Pupil Size (PS) as a viable tool in the study of MA by administering arithmetic problems to university students in the humanities (N = 70) with various levels of MA. We found that arithmetic competence and performance are indeed negatively associated with MA, and this is accurately tracked by PS. When performance is accounted for, MA does not further modulate PS (before, during, or after calculation). However, the latency of PS peak dilation can add a significant contribution to predicting MA scores, indicating that high MA may be accompanied by more prolonged cognitive effort. Results show that MA and mathematical competence may be too crystalized in young university students to be discernible. We therefore call for early educational interventions to tackle and mitigate this dysfunctional association early on.
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Affiliation(s)
- Elvio Blini
- Department of Neuroscience, Psychology, Pharmacology and Child Health, University of Florence, Via di San Salvi 12, Building 26, Florence, 50136, Italy.
| | - Giovanni Anobile
- Department of Neuroscience, Psychology, Pharmacology and Child Health, University of Florence, Via di San Salvi 12, Building 26, Florence, 50136, Italy
| | - Roberto Arrighi
- Department of Neuroscience, Psychology, Pharmacology and Child Health, University of Florence, Via di San Salvi 12, Building 26, Florence, 50136, Italy
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7
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Wang Y, Han L, Tao Y, Ma Y. Parents' rearing styles and adolescents' math achievement: the multiple mediating effect of self-control and math anxiety. Front Psychol 2024; 15:1413899. [PMID: 39478802 PMCID: PMC11522982 DOI: 10.3389/fpsyg.2024.1413899] [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: 04/26/2024] [Accepted: 09/23/2024] [Indexed: 11/02/2024] Open
Abstract
Introduction This cross-sectional study examined the mechanisms underlying adolescent math achievement by investigating the relationship between parents' rearing styles (including different dimensions of rearing style) and adolescent self-control, math anxiety, and math achievement based on the ecological systems theory. Method A total of 584 junior high school students (M age = 12.52) completed the Parenting Style Questionnaire, Self-control Scale, and Math Anxiety Rating Scale and provided their math test scores. Results The rearing styles of both fathers and mothers directly predicted adolescents' math achievement. Maternal rearing style indirectly predicted adolescents' math achievement through their self-control and math anxiety; however, the indirect effect of paternal rearing style on adolescents' math achievement was not significant. After distinguishing the three dimensions of rearing styles, we found that paternal emotional warmth can increase adolescents' self-control, while maternal emotional warmth can reduce adolescents' self-control. Further, paternal overprotectiveness can directly and positively predict adolescents' math achievement, while maternal rejection and overprotectiveness can positively predict adolescents' math achievement. None of the three dimensions of rearing styles can predict math achievement through adolescents' self-control; however, they can predict math achievement indirectly through adolescents' math anxiety and the chain-mediation of adolescents' self-control and math anxiety. Discussion Our results suggest both commonalities and differences in how paternal and maternal rearing styles, along with their three dimensions (emotional warmth, rejection, overprotection), predict adolescent math achievement. These findings highlight the importance of paternal and maternal rearing styles on adolescents' math achievement and underscore the need to examine them separately to better understand their impact.
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Affiliation(s)
- Yanjiao Wang
- School of Psychology, Inner Mongolia Normal University, Hohhot, China
| | - Lei Han
- Lanzhou Petrochemical University of Vocational Technology, Lanzhou, China
| | - Yang Tao
- Lanzhou No.91 Middle School, Lanzhou, China
| | - Yanyan Ma
- Central China Normal University, Wuhan, China
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8
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Lau NTT, Ansari D, Sokolowski HM. Unraveling the interplay between math anxiety and math achievement. Trends Cogn Sci 2024; 28:937-947. [PMID: 39147645 DOI: 10.1016/j.tics.2024.07.006] [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: 03/31/2024] [Revised: 07/16/2024] [Accepted: 07/18/2024] [Indexed: 08/17/2024]
Abstract
A robust association exists between math anxiety and math achievement, with higher levels of anxiety correlating with lower achievement. Understanding this relationship is crucial due to the importance of math proficiency at individual and societal levels. In this review, we explore two prominent theories: Reduced Competency Theory, which suggests that initial low math achievement leads to math anxiety, and Processing Efficiency Theory, which suggests that math anxiety impairs performance by diverting cognitive resources. While these theories are supported by empirical evidence, they do not fully explain the mediators linking math anxiety and achievement. We propose 'math avoidance' as a critical mediator, suggesting that avoidance behaviors, formed through conditioning, create a feedback loop that exacerbates math anxiety and reduces proficiency.
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Affiliation(s)
- Nathan T T Lau
- Department of Psychology, University of Western Ontario, London, ON, Canada.
| | - Daniel Ansari
- Department of Psychology, University of Western Ontario, London, ON, Canada
| | - H Moriah Sokolowski
- Department of Psychology, Toronto Metropolitan University, Toronto, ON, Canada; Rotman Research Institute, Baycrest Hospital, Toronto, ON, Canada.
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9
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Daker RJ, Viskontas IV, Porter GF, Colaizzi GA, Lyons IM, Green AE. Investigating links between creativity anxiety, creative performance, and state-level anxiety and effort during creative thinking. Sci Rep 2023; 13:17095. [PMID: 37816728 PMCID: PMC10564955 DOI: 10.1038/s41598-023-39188-1] [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: 12/27/2022] [Accepted: 07/20/2023] [Indexed: 10/12/2023] Open
Abstract
Identifying ways to enable people to reach their creative potential is a core goal of creativity research with implications for education and professional attainment. Recently, we identified a potential barrier to creative achievement: creativity anxiety (i.e., anxiety specific to creative thinking). Initial work found that creativity anxiety is associated with fewer real-world creative achievements. However, the more proximal impacts of creativity anxiety remain unexplored. In particular, understanding how to overcome creativity anxiety requires understanding how creativity anxiety may or may not impact creative cognitive performance, and how it may relate to state-level anxiety and effort while completing creative tasks. The present study sought to address this gap by measuring creativity anxiety alongside several measures of creative performance, while concurrently surveying state-level anxiety and effort. Results indicated that creativity anxiety was, indeed, predictive of poor creative performance, but only on some of the tasks included. We also found that creativity anxiety predicted both state anxiety and effort during creative performance. Interestingly, state anxiety and effort did not explain the associations between creativity anxiety and creative performance. Together, this work suggests that creativity anxiety can often be overcome in the performance of creative tasks, but likewise points to increased state anxiety and effort as factors that may make creative performance and achievement fragile in more demanding real-world contexts.
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Affiliation(s)
- Richard J Daker
- Department of Psychology, Georgetown University, Washington, D.C., USA.
| | - Indre V Viskontas
- Department of Psychology, University of San Francisco, San Francisco, USA
| | - Grace F Porter
- Department of Psychology, Georgetown University, Washington, D.C., USA
| | | | - Ian M Lyons
- Department of Psychology, Georgetown University, Washington, D.C., USA
| | - Adam E Green
- Department of Psychology, Georgetown University, Washington, D.C., USA
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10
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Pizzie RG, Kraemer DJM. Strategies for remediating the impact of math anxiety on high school math performance. NPJ SCIENCE OF LEARNING 2023; 8:44. [PMID: 37779133 PMCID: PMC10543627 DOI: 10.1038/s41539-023-00188-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Accepted: 08/31/2023] [Indexed: 10/03/2023]
Abstract
Students with math anxiety experience excessive levels of negative emotion, including intrusive and distracting thoughts, when attempting to learn about math or complete a math assignment. Consequently, math anxiety is associated with maladaptive study skills, such as avoidance of homework and test preparation, creating significant impediments for students to fulfill their potential in math classes. To combat the impact of math anxiety on academic performance, we introduced two classroom-based interventions across two samples of high school math students: one intervention focused on emotion regulation (ER) using cognitive reappraisal, a technique for reframing an anxious situation, and the other intervention encouraged students to improve their study habits. The Study Skills (SS) intervention was associated with increased grades for highly anxious students during the intervention period, whereas the ER intervention was less efficacious in countering anxiety-related decreases in grade performance. The SS intervention encouraged highly math-anxious students to incorporate self-testing and overcome avoidant behaviors, increasing academic performance and ameliorating performance deficits associated with increased anxiety that were observed in both groups prior to intervention, and that persisted in the ER group. Notably, the benefits observed for the SS group extended to the post-intervention quarter, indicating the potential lasting effects of this intervention. These results support the hypothesis that using better study strategies and encouraging more frequent engagement with math resources would help highly-anxious students habituate to their math anxiety and ameliorate the negative effects of anxiety on performance, ultimately increasing their math comprehension and academic achievement.
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11
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Kardan O, Stier AJ, Layden EA, Choe KW, Lyu M, Zhang X, Beilock SL, Rosenberg MD, Berman MG. Improvements in task performance after practice are associated with scale-free dynamics of brain activity. Netw Neurosci 2023; 7:1129-1152. [PMID: 37781143 PMCID: PMC10473260 DOI: 10.1162/netn_a_00319] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2022] [Accepted: 04/11/2023] [Indexed: 10/03/2023] Open
Abstract
Although practicing a task generally benefits later performance on that same task, there are individual differences in practice effects. One avenue to model such differences comes from research showing that brain networks extract functional advantages from operating in the vicinity of criticality, a state in which brain network activity is more scale-free. We hypothesized that higher scale-free signal from fMRI data, measured with the Hurst exponent (H), indicates closer proximity to critical states. We tested whether individuals with higher H during repeated task performance would show greater practice effects. In Study 1, participants performed a dual-n-back task (DNB) twice during MRI (n = 56). In Study 2, we used two runs of n-back task (NBK) data from the Human Connectome Project sample (n = 599). In Study 3, participants performed a word completion task (CAST) across six runs (n = 44). In all three studies, multivariate analysis was used to test whether higher H was related to greater practice-related performance improvement. Supporting our hypothesis, we found patterns of higher H that reliably correlated with greater performance improvement across participants in all three studies. However, the predictive brain regions were distinct, suggesting that the specific spatial H↑ patterns are not task-general.
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Affiliation(s)
- Omid Kardan
- Department of Psychology, University of Chicago, Chicago, IL, USA
- Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA
| | - Andrew J. Stier
- Department of Psychology, University of Chicago, Chicago, IL, USA
| | - Elliot A. Layden
- Department of Psychology, University of Chicago, Chicago, IL, USA
| | - Kyoung Whan Choe
- Department of Psychology, University of Chicago, Chicago, IL, USA
| | - Muxuan Lyu
- Department of Psychology, University of Chicago, Chicago, IL, USA
- Department of Management and Marketing, The Hong Kong Polytechnic University, Hong Kong
| | - Xihan Zhang
- Department of Psychology, University of Chicago, Chicago, IL, USA
| | - Sian L. Beilock
- Department of Psychology, University of Chicago, Chicago, IL, USA
- Barnard College, Columbia University, New York, NY, USA
| | | | - Marc G. Berman
- Department of Psychology, University of Chicago, Chicago, IL, USA
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12
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Kaya A, Mukba G, Özok Hİ. A Person-Centered Approach to Emotional Security: Latent Profile Analysis of the Dark Triad and Psychological Symptoms. Psychol Rep 2023:332941231203561. [PMID: 37738659 DOI: 10.1177/00332941231203561] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/24/2023]
Abstract
Few studies have examined emotional security utilizing a person-centered approach. Therefore, in the present study, we conceptualized a multidimensional construct that includes psychological symptoms (i.e., depression, anxiety, and stress) and the dark triad traits (i.e., Machiavellianism, narcissism, and psychopathy). Applying latent profile analysis (LPA) allows the exploration of the interaction of emotional security with the dark triad traits and psychological symptoms in the sample at the level of sub-classes. Depression, stress, anxiety, Machiavellianism, narcissism, and psychopathy were determined as profile indicators. Moreover, satisfaction with life and the psychological well-being of the sub-classes were predicted. Data were gathered from 558 participants (418 females, %74.9) with an average age of 22.44 years). LPA indicated four distinct profiles: 'High emotional security and low psychological symptoms, and dark triad traits' (22%), 'Low emotional security and high psychological symptoms, dark triad traits' (5%), 'Low emotional security and moderate dark triad traits' (28%), 'Moderate emotional security, psychological symptoms, and dark triad traits' (45%). Mixture modeling approach-based research provides a complementary view of the previous psychopathology literature. The findings could help practitioners target at-risk university students with low emotional security, low psychological well-being, and low life satisfaction and design programs to aid them in alleviating the psychological symptoms and the dark triad traits.
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Affiliation(s)
- Alican Kaya
- Department of Guidance and Psychological Counselling, Ağrı İbrahim Çeçen University, Agri, Turkey
| | - Gamze Mukba
- Department of Guidance and Psychological Counselling, Van Yüzüncü Yıl University, Van, Turkey
| | - Halil İbrahim Özok
- Department of Mesurament and Assessment, Van Yüzüncü Yıl University, Van, Turkey
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13
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Piccirilli M, Lanfaloni GA, Buratta L, Ciotti B, Lepri A, Azzarelli C, Ilicini S, D’Alessandro P, Elisei S. Assessment of math anxiety as a potential tool to identify students at risk of poor acquisition of new math skills: longitudinal study of grade 9 Italian students. Front Psychol 2023; 14:1185677. [PMID: 37519365 PMCID: PMC10376798 DOI: 10.3389/fpsyg.2023.1185677] [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: 03/13/2023] [Accepted: 07/03/2023] [Indexed: 08/01/2023] Open
Abstract
Introduction Numerous international educational institutions have sounded the alarm about the gradual increase in the number of students failing to achieve a sufficient level of proficiency in mathematical abilities. Thus, the growing interest in identifying possible solutions and factors interfering with learning seems justified. In recent years, special attention has accrued to the possible role played by emotional factors. Methods In the present investigation, students in the first grade of a technical vocational secondary school are followed to assess the influence of math anxiety (MA) on the development of skill acquisition in calculus. A math skills assessment test is administered on two occasions, at the beginning and end of the school year. Results Results highlighted that the score on the anxiety scale, administered at the beginning of the year, negatively correlated with the score obtained on the mathematics test, administered at the end of the school year: the higher the level of anxiety, the worse the performance. Furthermore, the score obtained in the second administration makes it possible to divide the students tested into two groups: students who improved their performance and students who did not benefit at all from repeating the test. In these two groups, an analysis of the relationships between the outcome of the end-of-year mathematics test and the level of MA at the beginning of the year showed that MA correlates negatively with performance only in students who will fail to acquire new expertise in mathematics over the course of the school year. Discussion The results suggest that MA may interfere with the smooth development of math skills. Assessing the level of MA at the beginning of the school year could prove to be a useful tool in identifying which and how many students are at risk of failing to achieve the skills expected from the usual course of instruction. A consideration of anxiety as one of the variables at play in the genesis of learning difficulties may prompt educators to modify teaching methodology and strategies by increasing focus on the impact of the emotional dimension on learning.
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Affiliation(s)
| | | | - Livia Buratta
- Department of Philosophy, Social Sciences and Education, University of Perugia, Perugia, Italy
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14
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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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15
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Ng C, Chen Y, Wu C, Chang T. Evaluation of math anxiety and its remediation through a digital training program in mathematics for first and second graders. Brain Behav 2022; 12:e2557. [PMID: 35349762 PMCID: PMC9120910 DOI: 10.1002/brb3.2557] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Revised: 01/20/2022] [Accepted: 03/01/2022] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION Math anxiety severely impacts individuals' learning and future success. However, limited is understood about the profile in East Asian cultures where students genuinely show high-level math anxiety, despite that they outperform their Western counterparts. Here, we investigate the relation between math anxiety and math achievement in children as young as first and second graders in Taiwan. Further, we evaluate whether intensive exposure to digital game-based learning in mathematics could ameliorate math anxiety. METHODS The study first evaluated a group of 159 first and second graders' math anxiety and its correlation with math performance. Subsequently, a quasi-experimental design was adopted: 77 of the children continued and participated in multi-component digital game training targeting enumeration, speeded calculation, and working memory. Post-assessment was administered afterward for further evaluation of training-associated effects. RESULTS Results confirmed that math anxiety was negatively associated with school math achievement, which assessed numerical knowledge and arithmetic calculation. Furthermore, children's math anxiety was remarkably reduced via digital training in mathematics after 6-week intensive remediation. Crucially, this math anxiety relief was more prominent in those with high-level math anxiety. Although the children who underwent the training showed training-induced math achievement and working memory enhancement, this cognitive improvement appeared to be independent of the math anxiety relief. CONCLUSION Our findings demonstrate that students can show highly negative emotions and perceptions toward learning even in high-achieving countries. Auspiciously, the feeling of distress toward learning has the feasibility to be relieved from short-term intensive training. Our study suggests a new approach of early treatments to emotional disturbance that can lead to permanent consequences in individuals.
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Affiliation(s)
- Chan‐Tat Ng
- Department of PsychologyNational Chengchi UniversityTaipei CityTaiwan, ROC
| | - Yin‐Hua Chen
- Research Center for Mind, Brain, and LearningNational Chengchi UniversityTaipei CityTaiwan, ROC
- Graduate Institute of Athletics and Coaching ScienceNational Taiwan Sport UniversityTaoyuan CityTaiwan, ROC
| | - Chao‐Jung Wu
- Department of Education Psychology and CounselingNational Taiwan Normal UniversityTaipei CityTaiwan, ROC
| | - Ting‐Ting Chang
- Department of PsychologyNational Chengchi UniversityTaipei CityTaiwan, ROC
- Research Center for Mind, Brain, and LearningNational Chengchi UniversityTaipei CityTaiwan, ROC
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16
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Patterns of Attention and Anxiety in Predicting Arithmetic Fluency among School-Aged Children. Brain Sci 2022; 12:brainsci12030376. [PMID: 35326332 PMCID: PMC8946815 DOI: 10.3390/brainsci12030376] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 03/09/2022] [Accepted: 03/10/2022] [Indexed: 02/06/2023] Open
Abstract
Although the interaction between anxiety and attention is considered crucial for learning and performance in mathematics, few studies have examined these cognitive and affective predictors in a single framework or explored the role of sustained attention in promoting children’s arithmetic performance, using traditional linear analyses and latent profile analysis (LPA). In this paper, state anxieties (in a math test and in an attention test situation), general anxiety traits, sustained attention (performance-based test and attention deficit/hyperactivity disorder (ADHD) self-ratings) and math achievement of 403 fourth and fifth graders (55.8% girls) were assessed. A negative correlation between state anxiety prior to the math test and arithmetic achievements was identified, even when controlling for other non-math related state anxieties and general anxiety. Sustained attention was a strong predictor of arithmetic achievement and functioned as a moderator in the anxiety-performance link. LPA identified six distinct profiles that revealed a complex relationship with arithmetic fluency. The weakest achievement was found for a specific math anxiety subgroup. The findings highlight the important role of the interaction of anxiety and sustained attention in children’s ability to perform math and enable new conclusions about the specific nature of math anxiety. Implications for future research are discussed.
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17
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Guo S, Liao S. The Role of Opportunity to Learn on Student Mathematics Anxiety, Problem-Solving Performance, and Mathematics Performance. Front Psychol 2022; 13:829032. [PMID: 35250770 PMCID: PMC8891963 DOI: 10.3389/fpsyg.2022.829032] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2021] [Accepted: 01/07/2022] [Indexed: 11/25/2022] Open
Abstract
This study examined the effects of opportunity to learn (OTL) or the content coverage in mathematics on student mathematics anxiety, problem-solving performance, and mathematics performance. The pathways examining the influences of OTL on student problem-solving performance and mathematics performance via mathematics anxiety were also tested. A sample of 1,676 students from Shanghai-China, and a sample of 1,511 students from the United States who participated in the Programme for International Student Assessment (PISA) 2012 were used for the analyses. The results from multilevel models and path models supported our hypotheses that OTL not only showed significant direct effects on student mathematics anxiety, problem-solving performance, and mathematics performance, but also presented indirect effects on student problem-solving performance and mathematics performance via mathematics anxiety in both Shanghai-China and United States, controlling for student gender, grade, and socioeconomic status. The practical implications of the current results were also discussed.
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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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18
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Daker RJ, Delage V, Maloney EA, Lyons IM. Testing the specificity of links between anxiety and performance within mathematics and spatial reasoning. Ann N Y Acad Sci 2022; 1512:174-191. [DOI: 10.1111/nyas.14761] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2021] [Accepted: 02/06/2022] [Indexed: 12/27/2022]
Affiliation(s)
| | - Véronic Delage
- School of Psychology University of Ottawa Ottawa Ontario Canada
| | - Erin A. Maloney
- School of Psychology University of Ottawa Ottawa Ontario Canada
| | - Ian M. Lyons
- Department of Psychology Georgetown University Washington DC
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19
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Levine SC, Pantoja N. Development of children’s math attitudes: Gender differences, key socializers, and intervention approaches. DEVELOPMENTAL REVIEW 2021. [DOI: 10.1016/j.dr.2021.100997] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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20
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Mielicki MK, Schiller LK, Fitzsimmons CJ, Scheibe D, Thompson CA. Perceptions of ease and difficulty, but not growth mindset, relate to specific math attitudes. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2021; 92:e12472. [PMID: 34806172 DOI: 10.1111/bjep.12472] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/03/2020] [Revised: 09/13/2021] [Indexed: 11/29/2022]
Abstract
BACKGROUND People report negative attitudes towards fractions and percentages relative to whole numbers (WNs, Sidney, Thompson, Fitzsimmons, & Taber, 2021), and these attitudes may relate to an individual's interpretation of what experiences with these number types signify. Because fractions are challenging, individual differences related to beliefs about challenge, such as endorsement of a growth versus fixed mindset (Dweck, 2006) and interpretations of easy or difficult experiences (Fisher & Oyserman, 2017), could relate to attitudes towards fractions relative to other number types. AIMS Two studies tested whether gender, math skills, mindset beliefs, and perceptions of difficulty relate to negative math attitudes towards specific number types. SAMPLES Two samples of college students (Study 1: N = 491; Study 2: N = 415), approximately 19 years of age (17% male, 51% first year students) participated. METHODS Participants rated attitudes pertaining to WNs, fractions, and percentages, endorsement of a growth mindset, and perceptions of ease and difficulty. RESULTS Replicating prior work (Sidney, Thompson, Fitzsimmons, & Taber, 2021), college students endorsed more negative attitudes about fractions than WNs and percentages. Self-reported ACT scores related to all number-type attitudes, endorsement of the belief that 'difficult tasks/goals are important' related to fraction attitudes, and endorsement of the belief that 'easy tasks/goals are possible' related to whole number attitudes. Endorsement of a growth mindset did not relate to specific math attitudes. CONCLUSIONS People struggle to integrate their whole number and rational number representations, and one reason people hold negative attitudes about fractions may be that they view them as difficult and even impossible.
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21
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Daker RJ, Gattas SU, Sokolowski HM, Green AE, Lyons IM. First-year students' math anxiety predicts STEM avoidance and underperformance throughout university, independently of math ability. NPJ SCIENCE OF LEARNING 2021; 6:17. [PMID: 34127672 PMCID: PMC8203776 DOI: 10.1038/s41539-021-00095-7] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2020] [Accepted: 04/24/2021] [Indexed: 06/12/2023]
Abstract
Math anxiety is widely considered a potential barrier to success in STEM. Current thinking holds that math anxiety is directly linked to avoidance of and underperformance in STEM domains. However, past evidence supporting these claims is limited in important ways. Perhaps most crucially, it is possible that math anxiety predicts STEM outcomes merely as a proxy for poor math skills. Here, we tested the link between math anxiety and subsequent STEM outcomes by measuring math anxiety, math ability, and several covariates in 183 first-semester university students. We then tracked students' STEM avoidance and achievement through four years at university via official academic transcripts. Results showed that math anxiety predicted both a reduction in how many STEM courses students took and, separately (i.e., controlling for one another), lower STEM grades. Crucially, these associations held after controlling for math ability (and other covariates). That math anxiety predicts math-related academic achievement independently of Math Ability suggests that, contrary to current thinking, math anxiety's effects on academic performance likely operate via mechanisms other than negatively affecting math ability. Beyond this, we show evidence that math anxiety can account for associations between math ability and STEM outcomes, suggesting that past links between math ability and real-world outcomes may, in fact, be at least partially explainable by attitudes toward math. These findings provide clear impetus for developing and testing interventions that target math anxiety specifically and suggest that focusing on math ability without additional attention to math anxiety may fail to optimally boost STEM outcomes.
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Affiliation(s)
- Richard J Daker
- Department of Psychology, Georgetown University, Washington, D.C., United States.
| | - Sylvia U Gattas
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | | | - Adam E Green
- Department of Psychology, Georgetown University, Washington, D.C., United States
| | - Ian M Lyons
- Department of Psychology, Georgetown University, Washington, D.C., United States
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22
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Schaeffer MW, Rozek CS, Maloney EA, Berkowitz T, Levine SC, Beilock SL. Elementary school teachers' math anxiety and students' math learning: A large-scale replication. Dev Sci 2021; 24:e13080. [PMID: 33382186 DOI: 10.1111/desc.13080] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 11/09/2020] [Indexed: 11/29/2022]
Abstract
A solid foundation in math is important for children's long-term academic success. Many factors influence children's math learning-including the math content students are taught in school, the quality of their instruction, and the math attitudes of students' teachers. Using a large and diverse sample of first-grade students (n = 551), we conducted a large-scale replication of a previous study (Proceedings of the National Academy of Sciences of the USA, 2010, 1860; n = 117), which found that girls in classes with highly math anxious teachers learned less math during the school year, as compared to girls whose math teachers were less anxious about math. With a larger sample, we found a negative relation between teachers' math anxiety and students' math achievement for both girls and boys, even after accounting for teachers' math ability and children's beginning of year math knowledge, replicating and extending those previous results. Our findings strengthen the support for the hypothesis that teachers' math anxiety is one factor that undermines children's math learning and could push students off-track during their initial exposure to math in early elementary school.
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Affiliation(s)
| | | | | | | | | | - Sian L Beilock
- Barnard College, Columbia University and University of Chicago, Chicago, IL, USA
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23
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Weinberger AB, Gallagher NM, Warren ZJ, English GA, Moghaddam FM, Green AE. Implicit pattern learning predicts individual differences in belief in God in the United States and Afghanistan. Nat Commun 2020; 11:4503. [PMID: 32908145 PMCID: PMC7481241 DOI: 10.1038/s41467-020-18362-3] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2019] [Accepted: 08/13/2020] [Indexed: 11/11/2022] Open
Abstract
Most humans believe in a god, but many do not. Differences in belief have profound societal impacts. Anthropological accounts implicate bottom-up perceptual processes in shaping religious belief, suggesting that individual differences in these processes may help explain variation in belief. Here, in findings replicated across socio-religiously disparate samples studied in the U.S. and Afghanistan, implicit learning of patterns/order within visuospatial sequences (IL-pat) in a strongly bottom-up paradigm predict 1) stronger belief in an intervening/ordering god, and 2) increased strength-of-belief from childhood to adulthood, controlling for explicit learning and parental belief. Consistent with research implicating IL-pat as a basis of intuition, and intuition as a basis of belief, mediation models support a hypothesized effect pathway whereby IL-pat leads to intuitions of order which, in turn, lead to belief in ordering gods. The universality and variability of human IL-pat may thus contribute to the global presence and variability of religious belief.
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Affiliation(s)
- Adam B Weinberger
- Georgetown University, Washington, DC, 20057, USA.
- University of Pennsylvania, Philadelphia, PA, 19104, USA.
| | - Natalie M Gallagher
- Georgetown University, Washington, DC, 20057, USA
- Northwestern University, Evanston, IL, 60208, USA
| | - Zachary J Warren
- Georgetown University, Washington, DC, 20057, USA
- The Asia Foundation, 1779 Massachusetts Ave NW #815, Washington, DC, 20036, USA
| | - Gwendolyn A English
- Georgetown University, Washington, DC, 20057, USA
- ETH Zurich, 8092, Zurich, CH-8092, Switzerland
| | | | - Adam E Green
- Georgetown University, Washington, DC, 20057, USA.
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