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Syväoja HJ, Sneck S, Kukko T, Asunta P, Räsänen P, Viholainen H, Kulmala J, Hakonen H, Tammelin TH. Effects of physically active maths lessons on children's maths performance and maths-related affective factors: Multi-arm cluster randomized controlled trial. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2024. [PMID: 38705861 DOI: 10.1111/bjep.12684] [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: 05/25/2022] [Revised: 04/05/2024] [Accepted: 04/08/2024] [Indexed: 05/07/2024]
Abstract
BACKGROUND Physical activity (PA) may benefit academic performance, but it is unclear what kind of classroom-based PA is optimal for learning. AIM We studied the effects of physically active maths lessons on children's maths performance and maths-related effects, and whether gender and previous mathematical or motor skills modify these effects. SAMPLE A total of 22 volunteered teachers and their pupils with signed consent (N = 397, mean age: 9.3 years, 51% females) participated in a 5-month, teacher-led, multi-arm, cluster-randomized controlled trial. METHODS The intervention included a PAL group (20 min of physically active learning in each 45-min lesson), a breaks group (two 5-min PA breaks in each 45-min lesson) and a control group (traditional teaching). Maths performance was assessed with a tailored curriculum-based test. Maths-related enjoyment, self-perceptions and anxiety were measured with a self-reported questionnaire. The individual-level intervention effects were tested via covariate-adjusted linear mixed-effect models with school classes serving as random effects. RESULTS Changes in maths performance or self-perceptions did not differ between the intervention groups. Maths anxiety in learning situations increased in the PAL group (effect .28, 95% CI = .01-.56); there was no change in the other groups. Subgroup analyses suggested that maths anxiety increased in the PAL group among children in the two lowest tertiles of motor skills. It decreased in the highest tertile. Enjoyment decreased in the breaks group among pupils in the lowest motor skill tertile. CONCLUSIONS Physically active maths lessons did not affect maths performance or self-perceptions but had divergent effects on maths anxiety and enjoyment, depending on motor skills.
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Affiliation(s)
- Heidi J Syväoja
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Sirpa Sneck
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
- Department of Educational Sciences and Teacher Education, University of Oulu, Oulu, Finland
| | - Tuomas Kukko
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Piritta Asunta
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Pekka Räsänen
- Faculty of Science, University of Turku, Turku, Finland
| | - Helena Viholainen
- Department of Education, University of Jyväskylä, Jyväskylä, Finland
| | - Janne Kulmala
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Harto Hakonen
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
| | - Tuija H Tammelin
- Likes, School of Health and Social Studies, Jamk University of Applied Sciences, Jyväskylä, Finland
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Halme H, Van Hoof J, Hannula-Sormunen M, McMullen J. Not realizing that you don't know: Fraction state anxiety is reduced by natural number bias. BRITISH JOURNAL OF EDUCATIONAL PSYCHOLOGY 2024; 94:138-150. [PMID: 37734860 DOI: 10.1111/bjep.12637] [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: 12/16/2022] [Revised: 05/31/2023] [Accepted: 08/23/2023] [Indexed: 09/23/2023]
Abstract
BACKGROUND Research has shown that mathematics anxiety negatively correlates with primary school mathematics performance, including fraction knowledge. However, recently no significant correlation was found between fraction arithmetic performance and state anxiety measured after the fraction task. One possible explanation is the natural number bias (NNB), a tendency to apply natural number reasoning in fraction tasks, even when this is inappropriate. Students with the NNB may not realize they are answering incorrectly. AIMS The aim is to examine whether a misconception, namely the NNB, can influence students' fraction state anxiety. SAMPLE The participants were 119 fifth- and sixth-grade students categorized as belonging to an NNB group (n = 60) or a No-NNB group (n = 59), according to their NNB-related answering profile on a fraction arithmetic task. METHODS Group differences were examined for state anxiety and performance on a fraction and a whole number arithmetic task and self-reported trait mathematics anxiety. RESULTS The NNB group reported lower fraction state anxiety than the No-NNB group, but there was no significant difference in trait mathematics anxiety. Furthermore, the NNB group reported lower fraction state anxiety than whole number state anxiety, while the opposite was true for the No-NNB group. CONCLUSION The present study suggests that students' perceptions of their own performance influence their state anxiety responses, and students with a NNB may not be aware of their misconception and poor performance. Not taking into account qualitative differences in low performance, such as misconceptions, may lead to misinterpretations in state anxiety-performance relations.
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Affiliation(s)
- Hilma Halme
- Department of Teacher Education, University of Turku, Turku, Finland
| | - Jo Van Hoof
- Department of Teacher Education, University of Turku, Turku, Finland
| | | | - Jake McMullen
- Department of Teacher Education, University of Turku, Turku, Finland
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Živković M, Pellizzoni S, Doz E, Cuder A, Mammarella I, Passolunghi MC. Math self-efficacy or anxiety? The role of emotional and motivational contribution in math performance. SOCIAL PSYCHOLOGY OF EDUCATION 2023. [DOI: 10.1007/s11218-023-09760-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
Abstract
AbstractVarious studies have highlighted the important influence of math ability in a numerate society. In this study, we investigated the influence of emotional (math anxiety and math enjoyment) and cognitive-motivational (math self-efficacy) factors on math performance. Participants were 145 fifth-grade students (84 boys and 61 girls). The results showed that math performance was negatively correlated with math anxiety and positively correlated with math enjoyment and math self-efficacy. Moreover, math anxiety was negatively associated with enjoyment in math and math self-efficacy, whereas math enjoyment was positively correlated with math self-efficacy. Hierarchical regression analysis showed a significant influence of math anxiety and math self-efficacy on math performance in fifth-grade students. Results are discussed in terms of a new perspective in emotional and motivational factors to train in school contexts.
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Aro T, Eklund K, Eloranta AK, Ahonen T, Rescorla L. Learning Disabilities Elevate Children's Risk for Behavioral-Emotional Problems: Differences Between LD Types, Genders, and Contexts. JOURNAL OF LEARNING DISABILITIES 2022; 55:465-481. [PMID: 34779295 PMCID: PMC9554152 DOI: 10.1177/00222194211056297] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Our purpose was to study the frequency of behavioral-emotional problems among children identified with a learning disability (LD). The data were obtained for 579 Finnish children (8-15 years) with reading disability (RD-only), math disability (MD-only), or both (RDMD) assessed at a specialized clinic between 1985 and 2017. We analyzed percentages of children with behavioral-emotional symptoms reaching clinical range (i.e., z score ≥1.5 SDs) and the effects of the LD type, gender, and context (home vs. school) on them. Furthermore, we analyzed the effect of the severity of LD and gender on the amount of behavioral-emotional symptoms reported by teachers and parents. Alarmingly high percentages of children, irrespective of LD type, demonstrated behavioral-emotional problems: more than 37% in Affective, Anxiety, and Attention-Deficit/Hyperactivity Disorder (ADHD) problems. Contextual variation was large, as more problems were reported by teachers than by mothers. The unique effects of gender and LD type were rare, but the results raised concern for those with MD-only, especially boys. The results underscore the need to draw attention to the importance of assessing children with LD for behavioral-emotional problems and emphasize the importance of teachers' awareness of behavioral-emotional problems among students with LD and cooperation among child, teacher, and parents in assessment and support planning.
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Affiliation(s)
- Tuija Aro
- University of Jyväskylä, Finland
- Niilo Mäki Institute, Jyväskylä, Finland
| | | | | | - Timo Ahonen
- University of Jyväskylä, Finland
- Niilo Mäki Institute, Jyväskylä, Finland
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Sarı MH, Szczygieł M. The role of math anxiety in the relationship between approximate number system and math performance in young children. PSYCHOLOGY IN THE SCHOOLS 2022. [DOI: 10.1002/pits.22794] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Mehmet Hayri Sarı
- Basic Education Division, Faculty of Education Nevşehir HBV University Nevşehir Turkey
- Mathematisch‐Naturwissenschaftliche Fakultät Diagnostik und Kognitive Neuropsychologie University of Tübingen Tübingen Germany
| | - Monika Szczygieł
- Stefan Szuman Department of Developmental and Educational Psychology, Institute of Psychology Jagiellonian University Kraków Poland
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Zhou H, Tan Q, Ye X, Miao L. Number sense: the mediating effect between nonverbal intelligence and children’s mathematical performance. PSICOLOGIA-REFLEXAO E CRITICA 2022; 35:27. [PMID: 36103098 PMCID: PMC9474765 DOI: 10.1186/s41155-022-00231-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 09/02/2022] [Indexed: 11/30/2022] Open
Abstract
The study explored the mediating effect of number sense between nonverbal intelligence and children’s mathematical performance. The sample consisted of 131 pupils in Shaoxing City of China from grades 1, 3, and 5. The students completed measures of nonverbal intelligence, number sense, basic arithmetic ability, mathematical performance, rapid automatized naming, and working memory. Results show that although all variables significantly relate with each other (all p < .01), only nonverbal intelligence, number sense, and basic arithmetic ability significantly affect children’s mathematical performance (all p < .01). According to multiple-mediation model, nonverbal intelligence significantly predicts children’s mathematical performance through number sense and basic arithmetic ability. These findings suggest that domain-specific mathematical skills play a prominent role in children’s mathematical performance in primary school, rather than domain-general cognitive functions. Educators should pay attention to develop children’s number sense in order to improve children’s mathematical ability.
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Sorvo R, Kiuru N, Koponen T, Aro T, Viholainen H, Ahonen T, Aro M. Longitudinal and situational associations between math anxiety and performance among early adolescents. Ann N Y Acad Sci 2022; 1514:174-186. [PMID: 35579927 DOI: 10.1111/nyas.14788] [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: 11/29/2022]
Abstract
Studies have found math anxiety and achievement to be related from the beginning of formal schooling, but the knowledge regarding the direction of the relationship is vague. The purpose of the present study was to study this relationship. We investigated math anxiety from two points of view: trait and state anxiety. In the first substudy, we investigated the longitudinal relationship between math anxiety and performance from sixth to seventh grade (n = 848) with cross-lagged modeling. In the second substudy, we investigated the situational relationship of anxiety and performance by giving the participants (n = 149) challenging and nonchallenging math tasks adapted to their skill level, and then examining the association between anxiety and the performance. The results suggest that math anxiety has a small longitudinal effect on performance: High anxiety in sixth grade predicted low performance in seventh grade. Anxiety also had a situational association with performance: when anxiety was aroused, the participants performed more poorly compared to their skill level. The results adduce the two-fold effect of anxiety on achievement: math anxiety seems to have both a real-time association with performance and a long-term effect on the development of basic arithmetic skills.
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Affiliation(s)
- Riikka Sorvo
- Department of Education, University of Jyväskylä, Jyväskylä, Finland
| | - Noona Kiuru
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Tuire Koponen
- Department of Education, University of Jyväskylä, Jyväskylä, Finland
| | - Tuija Aro
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Helena Viholainen
- Department of Education, University of Jyväskylä, Jyväskylä, Finland
| | - Timo Ahonen
- Department of Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - Mikko Aro
- Department of Education, University of Jyväskylä, Jyväskylä, Finland
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Cognitive processing features of elementary school children with mathematical anxiety: Attentional control theory-based explanation. J Exp Child Psychol 2022; 224:105513. [PMID: 35914332 DOI: 10.1016/j.jecp.2022.105513] [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: 08/21/2021] [Revised: 07/03/2022] [Accepted: 07/04/2022] [Indexed: 11/19/2022]
Abstract
A growing body of research suggests that mathematical anxiety (MA) seriously affects an individual's math achievement. However, few studies have focused on the cognitive mechanisms of MA in elementary school children. Based on attention control theory (ACT), this research aimed to explore the cognitive mechanism of MA in elementary school children using two studies. In Study 1, the dual-task paradigm of number memory and computation span was used to investigate the difference in processing efficiency between the high-mathematical anxiety (HMA) group and the low-mathematical anxiety (LMA) group. In total, 59 students with HMA and 54 students with LMA participated in Study 1. The results showed that students with HMA had lower processing efficiency in dealing with high-load math tasks. To further investigate the underlying mechanism of low processing efficiency for students with HMA, Study 2 explored the attention bias toward math-related stimuli of students with HMA using the Posner paradigm. In total, 48 students with HMA and 49 students with LMA participated in Study 2. The results showed that math trials put children with HMA in a state of heightened vigilance in general, which might be related to the low processing efficiency in dealing with high-load math tasks. These findings support the ACT and further reveal the mechanism of MA in elementary school children from a cognitive perspective.
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Zhou D, Liu J, Wang T, Liu J, Li G. Relationships among problematic smartphone use, mathematics anxiety, learning interest, and achievement: A multiple mediation model. COMPUTERS IN HUMAN BEHAVIOR 2022. [DOI: 10.1016/j.chb.2021.107171] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/19/2022]
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10
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Dowker A, Sheridan H. Relationships Between Mathematics Performance and Attitude to Mathematics: Influences of Gender, Test Anxiety, and Working Memory. Front Psychol 2022; 13:814992. [PMID: 35330725 PMCID: PMC8940274 DOI: 10.3389/fpsyg.2022.814992] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2021] [Accepted: 01/24/2022] [Indexed: 11/13/2022] Open
Abstract
Many studies have indicated that mathematics anxiety, and other negative attitudes and emotions toward mathematics, are pervasive and are associated with lower mathematical performance. Some previous research has suggested that working memory is related to both mathematics anxiety and mathematics. Moreover, both gender and chosen course of study (sciences vs. humanities) appeared likely to influence students’ attitudes to mathematics. In the present study, 40 university undergraduates completed a battery of assessments investigating working memory, attitude to mathematics, test anxiety. and mental and written arithmetic. Attitudes to mathematics were significantly associated with the other variables: working memory, test anxiety, and both measures of mathematical performance. The other variables were not strongly associated with one another. There were no gender differences in mathematical performance, but females exhibited more negative attitudes to mathematics and higher test anxiety than males. After controlling for test anxiety, there ceased to be significant gender differences in attitudes to mathematics. Science students had more positive attitudes to mathematics than humanities students, but the groups did not differ in test anxiety, Science students were better at written but not mental arithmetic. They were also better at working memory, but this was not a significant covariate when the groups were compared on mathematical performance and attitudes to mathematics The results are discussed, with particular focus on implications for future research on influences on mathematics anxiety.
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Affiliation(s)
- Ann Dowker
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Hannah Sheridan
- Lady Margaret Hall, University of Oxford, Oxford, United Kingdom
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11
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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: 1.0] [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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12
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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: 0.5] [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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Alves IS, Wronski MR, Hubbard EM. Math anxiety differentially impairs symbolic, but not nonsymbolic, fraction skills across development. Ann N Y Acad Sci 2022; 1509:113-129. [PMID: 34780097 PMCID: PMC8920768 DOI: 10.1111/nyas.14715] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/04/2021] [Accepted: 10/08/2021] [Indexed: 11/28/2022]
Abstract
Although important for the acquisition of later math skills, fractions are notoriously difficult. Previous studies have shown that higher math anxiety (MA) is associated with lower performance in symbolic fraction tasks in adults and have suggested that MA may negatively impact the acquisition of fractions in children. However, the effects of MA on fraction skills in school-aged children remain underexplored. We, therefore, investigated the impact of MA on the performance of younger (second and third graders) and older (fifth and sixth graders) children in math fluency (MF), written calculation, fraction knowledge (FK), and symbolic fraction and nonsymbolic ratio processing. On the basis of our prior work suggesting a perceptual foundation for fraction processing, we predicted that symbolic, but not nonsymbolic, math skills (especially fractions) would be impaired by MA. As predicted, higher MA was associated with lower performance in general mathematics achievement and symbolic fraction tasks, but nonsymbolic ratio processing was not affected by MA in either age group. Furthermore, working memory capacity partially mediated the effects of MA on general mathematics achievement, FK, and symbolic fraction processing. These results suggest that understanding the bidirectional interactions between MA and fractions may be important for helping children acquire these critical skills.
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Affiliation(s)
| | - Matthew R. Wronski
- Department of Psychiatry and Behavioral Sciences, Rush University Medical Center
| | - Edward M. Hubbard
- Department of Educational Psychology, University of Wisconsin Madison,Waisman Intellectual and Developmental Disabilities Research Center, University of Wisconsin-Madison
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Mononen R, Niemivirta M, Korhonen J, Lindskog M, Tapola A. Developmental relations between mathematics anxiety, symbolic numerical magnitude processing and arithmetic skills from first to second grade. Cogn Emot 2021; 36:452-472. [PMID: 34915812 DOI: 10.1080/02699931.2021.2015296] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/19/2022]
Abstract
We investigated the levels of and changes in mathematics anxiety (MA), symbolic numerical magnitude processing (SNMP) and arithmetic skills, and how those changes are linked to each other. Children's (n = 264) MA, SNMP and arithmetic skills were measured in Grade 1, and again in Grade 2, also including a mathematics performance test. All three constructs correlated significantly within each time point, and the rank-order stability over time was high, particularly in SNMP and arithmetic skills. By means of latent change score modelling, we found overall increases in SNMP and arithmetic skills over time, but not in MA. Most interestingly, changes in arithmetic skills and MA were correlated (i.e. steeper increase in arithmetic skills was linked with less steep increase in MA), as were changes in SNMP and arithmetic skills (i.e. improvement in SNMP was associated with improvement in arithmetic skills). Only the initial level of arithmetic skills and change in it predicted mathematics performance. The only gender difference, in favour of boys, was found in SNMP skills. The differential effects associated with MA (developmentally only linked with arithmetic skills) and gender (predicting only changes in SNMP) call for further longitudinal research on the different domains of mathematical skills.
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Affiliation(s)
- Riikka Mononen
- Department of Special Needs Education, University of Oslo, Oslo, Norway
| | - Markku Niemivirta
- School of Applied Educational Science and Teacher Education, University of Eastern Finland, Joensuu, Finland.,Department of Education, University of Helsinki, Helsinki, Finland
| | - Johan Korhonen
- Faculty of Education and Welfare Studies, Åbo Akademi University, Åbo, Finland
| | - Marcus Lindskog
- Department of Psychology, Uppsala University, Uppsala, Sweden.,Department of Education, Uppsala University, Uppsala, Sweden
| | - Anna Tapola
- Department of Education, University of Helsinki, Helsinki, Finland
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Math Anxiety Is Related to Math Difficulties and Composed of Emotion Regulation and Anxiety Predisposition: A Network Analysis Study. Brain Sci 2021; 11:brainsci11121609. [PMID: 34942911 PMCID: PMC8699086 DOI: 10.3390/brainsci11121609] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2021] [Revised: 12/02/2021] [Accepted: 12/03/2021] [Indexed: 02/01/2023] Open
Abstract
Current evidence suggests emotion regulation is an important factor in both math anxiety and math performance, but the interplay between these constructs is unexamined. Given the multicomponent structure of math anxiety, emotion regulation, and math performance, here, we aimed to provide a comprehensive model of the underlying nature of the links between these latent variables. Using the innovative network analysis approach, the study visualized the underlying links between directly observable and measurable variables that might be masked by traditional statistical approaches. One hundred and seventeen adults completed a battery of tests and questionnaires on math anxiety, emotion regulation, and math performance. The results revealed: (1) state math anxiety (the emotional experience in math-related situations), rather than trait math anxiety, was linked to anxiety predisposition, subjective valence of math information, and difficulties in emotion regulation; (2) the link between state math anxiety and math performance partialed out the link between trait math anxiety and performance. The study innovatively demonstrates the need to differentiate between traits and tendencies to the actual emotional experience and emotion regulation used in math anxiety. The results have important implications for the theoretical understanding of math anxiety and future discussions and work in the field.
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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: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
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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: 0] [Impact Index Per Article: 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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Orbach L, Fritz A. A latent profile analysis of math anxiety and core beliefs toward mathematics among children. Ann N Y Acad Sci 2021; 1509:130-144. [PMID: 34791691 DOI: 10.1111/nyas.14720] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 10/02/2021] [Accepted: 10/15/2021] [Indexed: 11/28/2022]
Abstract
Recent findings on the negative impacts of math anxiety (MA) have raised questions for educational and clinical research regarding effective intervention programs. One basic approach for developing intervention programs in the field of cognitive behavioral therapy is to gain an in-depth understanding of the cognitive beliefs of children with a specific mental problem. By applying latent profile analysis (LPA), the present study aimed at identifying different patterns of MA and providing further insights into its cognitive phenomenology. For this purpose, trait-MA, state-MA, attitudes toward math, academic self-concepts, fixed/growth mindsets, executive functions, and math performance of 475 fourth and fifth graders (48.2% girls) were assessed. LPA indicated seven distinct profiles characterized by different dimensions and patterns of state-MA, trait-MA, and core beliefs toward math. Furthermore, the profiles showed clearly different math performances. The weakest performances were found for a profile with highest state-MA, high trait-MA, and negative cognitive beliefs toward math and a profile with average state-MA, high trait-MA, and negative cognitive beliefs toward math, whereas the highest achieving profile had no state-MA, high trait-MA, and very positive cognitive beliefs toward math. The findings underline the complexity of MA and emphasize the necessity to develop interventions with careful consideration of the heterogeneous patterns.
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Affiliation(s)
- Lars Orbach
- Department of Psychology, Federal University Minas Gerais, Belo Horizonte, Brazil
| | - Annemarie Fritz
- Department of Psychology, University of Duisburg-Essen, Duisburg, Germany
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Commodari E, La Rosa VL. General academic anxiety and math anxiety in primary school. The impact of math anxiety on calculation skills. Acta Psychol (Amst) 2021; 220:103413. [PMID: 34537471 DOI: 10.1016/j.actpsy.2021.103413] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2020] [Revised: 08/23/2021] [Accepted: 09/02/2021] [Indexed: 11/15/2022] Open
Abstract
Some academic subjects, such as math, produce negative feelings, influencing achievement. Math anxiety interferes with processing math-related or number-related information and tasks in ordinary life and academic situations. It differs from general academic anxiety that involves all the academic situations, independently by the specificity of the study subject. Further, it is possible to identify two correlated dimensions of math anxiety which may considerably interfere with math performance: anxiety related to learning mathematics and that experienced during tests. This study investigated the relationship between general academic anxiety, math anxiety, and calculation skill in schoolchildren (N = 204). Results showed that math anxiety was negatively associated with calculation performance in schoolchildren. More specifically, anxiety for math tests correlated negatively with numerical knowledge, calculation accuracy, and calculation speed, while anxiety for learning math correlated negatively with written calculation scores. These findings have a great educational interest. Indeed, calculation skills are central in school and daily life so teachers should recognize math anxiety precociously and promote educational interventions to control it.
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Affiliation(s)
- Elena Commodari
- Department of Educational Sciences, University of Catania, Catania, Italy
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20
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The Role of Junior Adolescents' School Well-Being/Ill-Being Characteristics in School Anxiety Variations. Eur J Investig Health Psychol Educ 2021; 11:878-893. [PMID: 34563078 PMCID: PMC8544232 DOI: 10.3390/ejihpe11030065] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 08/12/2021] [Accepted: 08/12/2021] [Indexed: 11/17/2022] Open
Abstract
Difficulties that junior adolescents (aged 11-13 years old) experience in terms of academic adaptation, which are indicated through school anxiety and academic wellbeing characteristics, often lead to a dramatic decrease in academic performance, behavioral problems, and deterioration of their health. The purpose of this investigation is to determine the structure of characteristics of school wellbeing/ill-being of junior adolescents and their role in variations of school anxiety, which largely define academic adaptation. In this study, based on positive psychology and a systematic approach, the level of distinctiveness of characteristics of school wellbeing is carried out with the help of comparative analysis; the factor structure of these characteristics is identified; the characteristics of wellbeing and their coordinated combinations (factors) are determined as predictors of school anxiety. The sample consisted of 120 students of the 5th-7th grades, aged M = 11.5; SD = 1.04 (49.2% girls, 50.8% boys) who attended Saratov secondary schools. To study the level of school anxiety, we used the Philips' School Anxiety Scale (SAS), and indicators of school wellbeing were measured with the original scales developed by the authors of the study. Statistical processing of the results was carried out with regression analysis and factor analysis. The results showed that the school wellbeing of junior adolescents forms a complex structure that includes cognitive, personal, emotional, social, and psychophysiological characteristics of school life. It was found that from 16% up to 53% of the deviation of variables characterizing school anxiety is conditioned by the assessment of variables characterizing emotional states, the ability of self-regulation, cognitive capabilities, and interest in learning. The study determined a high level of tension in adolescents in the field of emotions' self-regulation, unpleasant physical sensations at school, before and after attending school, in the course of planning their school day and reflecting on educational activities. The most powerful factors of school anxiety in junior adolescents are physical distress, low ability to self-regulate and social adaptation, lack of independence in a learning activity, and personal immaturity.
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21
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Sánchez-Pérez N, Fuentes LJ, González-Salinas C. Assessing math anxiety in elementary schoolchildren through a Spanish version of the Scale for Early Mathematics Anxiety (SEMA). PLoS One 2021; 16:e0255777. [PMID: 34352004 PMCID: PMC8341591 DOI: 10.1371/journal.pone.0255777] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Accepted: 07/26/2021] [Indexed: 12/04/2022] Open
Abstract
Math anxiety (MA) affects students of all age groups. Because of its effects on children’s academic development, the need to recognize its early manifestations has been highlighted. We designed a European-Spanish version of the Scale for Early Mathematics Anxiety (SEMA; Wu et al. (2012)), and assessed its psychometric properties in a sample of children aged 7 to 12 years. The participants (967 typically developing children) were elementary school students recruited from ten schools. Children reported their general and math anxiety levels in an individual session and performed nonverbal IQ and math abilities subtests in a group session. Teachers reported the final math grades. The psychometric indices obtained, and the resulting factor structure revealed that the European-Spanish version of the SEMA developed in this study is a reliable and valid measure to evaluate MA in children from 3rd to 6th grade. Moreover, we explored gender differences, that resulted in small effect sizes, which disappeared when controlling for trait anxiety. Differences across grades were found for both global MA and the numerical processing anxiety factor but not for the situational and performance anxiety factor. Finally, MA was negatively associated with students’ math achievement, although the strength of the associations varied with the MA measure selected, the kind of math achievement analyzed, and the school stage considered. Our findings highlight the relevance of MA in elementary school and highlight the need for an early identification of students at risk of suffering MA to palliate the negative consequences of MA in children’s cognitive and academic development.
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Affiliation(s)
- Noelia Sánchez-Pérez
- Departamento de Psicología y Sociología, Facultad de Ciencias Sociales y Humanas, Universidad de Zaragoza, Teruel, Spain
- * E-mail: (CGS); (NSP)
| | - Luis J. Fuentes
- Departamento de Psicología Básica y Metodología, Facultad de Psicología, Universidad de Murcia, Murcia, Spain
| | - Carmen González-Salinas
- Departamento de Psicología Evolutiva y de la Educación, Facultad de Psicología, Universidad de Murcia, Murcia, Spain
- * E-mail: (CGS); (NSP)
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22
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Caviola S, Toffalini E, Giofrè D, Ruiz JM, Szűcs D, Mammarella IC. Math Performance and Academic Anxiety Forms, from Sociodemographic to Cognitive Aspects: a Meta-analysis on 906,311 Participants. EDUCATIONAL PSYCHOLOGY REVIEW 2021. [DOI: 10.1007/s10648-021-09618-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
Abstract
AbstractThe relationship between anxiety and mathematics has often been investigated in the literature. Different forms of anxiety have been evaluated, with math anxiety (MA) and test anxiety (TA) consistently being associated with various aspects of mathematics. In this meta-analysis, we have evaluated the impact of these forms of anxiety, distinguishing between different types of mathematical tasks. In investigating this relationship, we have also included potential moderators, such as age, gender, working memory, type of task, and type of material. One hundred seventy-seven studies met the inclusion criteria, providing an overall sample of 906,311 participants. Results showed that both MA and TA had a significant impact on mathematics. Sociodemographic factors had modest moderating effects. Working memory (WM) also mediated the relationship between MA and TA with mathematics; however, this indirect effect was weak. Theoretical and educational implications, as well as future directions for research in this field, are discussed.
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Song CS, Xu C, Maloney EA, Skwarchuk SL, Di Lonardo Burr S, Lafay A, Wylie J, Osana HP, Douglas H, LeFevre JA. Longitudinal relations between young students’ feelings about mathematics and arithmetic performance. COGNITIVE DEVELOPMENT 2021. [DOI: 10.1016/j.cogdev.2021.101078] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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24
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Zhou H, Aheto DL, Gao Q, Chen W. Mathematical calculation ability of primary school children: A comparative study between Ghana and China. JOURNAL OF PSYCHOLOGY IN AFRICA 2021. [DOI: 10.1080/14330237.2021.1928924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Affiliation(s)
- Hui Zhou
- Center for Brain, Mind and Education, Shaoxing University, Shaoxing, People’s Republic of China
- School of Teacher Education, Shaoxing University, Shaoxing, People’s Republic of China
| | - Deku Lawrence Aheto
- School of Teacher Education, Shaoxing University, Shaoxing, People’s Republic of China
| | - Qiyang Gao
- Center for Brain, Mind and Education, Shaoxing University, Shaoxing, People’s Republic of China
- School of Teacher Education, Shaoxing University, Shaoxing, People’s Republic of China
| | - Wei Chen
- Center for Brain, Mind and Education, Shaoxing University, Shaoxing, People’s Republic of China
- School of Teacher Education, Shaoxing University, Shaoxing, People’s Republic of China
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25
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Szczygieł M. The relationship between math anxiety and math achievement in young children is mediated through working memory, not by number sense, and it is not direct. CONTEMPORARY EDUCATIONAL PSYCHOLOGY 2021. [DOI: 10.1016/j.cedpsych.2021.101949] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
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26
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Macdonald KT, Cirino PT, Miciak J, Grills AE. The Role of Reading Anxiety among Struggling Readers in Fourth and Fifth Grade. READING & WRITING QUARTERLY : OVERCOMING LEARNING DIFFICULTIES 2021; 37:382-394. [PMID: 35400986 PMCID: PMC8993164 DOI: 10.1080/10573569.2021.1874580] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/30/2023]
Abstract
Cognitive predictors of reading are well known, but less is understood about the roles of "noncognitive" factors, including emotional variables such as anxiety. While math anxiety has been a focus of study, its analogue in the reading literature is understudied. We assessed struggling fourth and fifth graders (n = 272) on reading anxiety in the context of general anxiety, cognitive predictors (working memory, verbal knowledge), and demographics. Regressions tested for unique contributions to three reading outcomes: word reading accuracy, oral reading fluency, and reading comprehension. Reading anxiety and general anxiety correlated moderately (r = .63) but were differentially related to reading. Reading anxiety predicted comprehension when all other predictors were considered, and predicted oral reading fluency until word reading accuracy was added to the model. Results offer a more nuanced understanding of the nature of reading anxiety, and its implications for struggling readers.
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Affiliation(s)
- Kelly T. Macdonald
- Department of Psychology, Texas Institute for Measurement, Evaluation, and Statistics (TIMES), University of Houston, Houston, TX, USA
| | - Paul T. Cirino
- Department of Psychology, Texas Institute for Measurement, Evaluation, and Statistics (TIMES), University of Houston, Houston, TX, USA
| | - Jeremy Miciak
- Department of Psychology, Texas Institute for Measurement, Evaluation, and Statistics (TIMES), University of Houston, Houston, TX, USA
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27
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Zhou D, Liu J, Liu J. On the different effects of teacher–student rapport on urban and rural students' math learning in China: An empirical study. PSYCHOLOGY IN THE SCHOOLS 2020. [DOI: 10.1002/pits.22446] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/07/2022]
Affiliation(s)
- Da Zhou
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University Beijing China
| | - Jinqing Liu
- Department of Curriculum and Instruction Indiana University Bloomington Indiana USA
| | - Jian Liu
- Collaborative Innovation Center of Assessment for Basic Education Quality, Beijing Normal University Beijing China
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28
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Vanbinst K, Bellon E, Dowker A. Mathematics Anxiety: An Intergenerational Approach. Front Psychol 2020; 11:1648. [PMID: 32793047 PMCID: PMC7385133 DOI: 10.3389/fpsyg.2020.01648] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2019] [Accepted: 06/17/2020] [Indexed: 11/13/2022] Open
Abstract
This study investigated mathematics anxiety from an intergenerational perspective, by investigating data on 172 primary-school children and both their biological parents. This family dataset (n = 516) allowed us to not only replicate previous findings per generation but also, importantly, explore intergenerational correlations. We found a significant negative association between sixth graders’ arithmetical performance and their mathematics anxiety. Gender differences occurred in each generation: females were more anxious than males about mathematics. Interestingly, these gender differences were not found in actual arithmetical performance. Analyses of our intergenerational data revealed that children’s mathematics anxiety was significantly associated with their mothers’ mathematics anxiety and both their mothers’ and fathers’ educational level. Regression analyses revealed that the significance level of mothers’ mathematics anxiety became borderline when considering mathematics anxiety and educational level of both parents simultaneously. Interestingly, mathematics anxiety as well as educational level of both biological parents was associated, suggesting that mathematics anxiety results from a complex entanglement of nature and nurture. Current intergenerational data suggest a complex familial basis of mathematics anxiety and indicate that the investigation of parental levels of education and mathematics anxiety contributes to the understanding of individual differences in children’s arithmetic performance.
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Affiliation(s)
- Kiran Vanbinst
- Parenting and Special Education Research Unit, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Elien Bellon
- Parenting and Special Education Research Unit, Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Ann Dowker
- Department of Experimental Psychology, University of Oxford, Oxford, United Kingdom
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29
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State- and trait-math anxiety and their relation to math performance in children: The role of core executive functions. Cognition 2020; 200:104271. [PMID: 32428703 DOI: 10.1016/j.cognition.2020.104271] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2019] [Revised: 03/16/2020] [Accepted: 03/18/2020] [Indexed: 11/21/2022]
Abstract
This study examines the interplay of state- and trait-math anxiety (MA) and core executive functions (CEF) on math achievement in children. According to attention control theory, MA affects the CEF by triggering the inhibition function, so that some working memory (WM) is blocked, thus reducing task processing capacity. However, research on the interplay between MA and CEF in children is rare, and the findings in the literature are inconsistent. In this paper, state- and trait-MA, math achievement, CEF (inhibition, cognitive flexibility, working memory capacity, global index of CEF) and self-ratings of ADHD symptoms (attention deficits, hyperactivity, impulsiveness) of 646 fourth and fifth grade students (48.1% girls) are assessed. CEF were evaluated with a tablet-based test. The data revealed negative correlations between state-MA and math achievement for all CEF levels and cognitive processes. However, inhibition control functioned as a moderator of the relation between state-MA and math achievement. Children with higher inhibition abilities showed more pronounced negative relations. No moderation effects were identified for working memory capacity and the CEF global index. The findings highlight the importance of distinguishing between these three CEF and raise questions for future research on the interplay between cognitive and affective factors as predictors of math achievement.
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30
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Dowker A, De Smedt B, Desoete A. Editorial: Individual Differences in Arithmetical Development. Front Psychol 2019; 10:2672. [PMID: 31849776 PMCID: PMC6902078 DOI: 10.3389/fpsyg.2019.02672] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2019] [Accepted: 11/13/2019] [Indexed: 11/30/2022] Open
Affiliation(s)
- Ann Dowker
- Experimental Psychology, University of Oxford, Oxford, United Kingdom
| | - Bert De Smedt
- Faculty of Psychology and Educational Sciences, KU Leuven, Leuven, Belgium
| | - Annemie Desoete
- Department of Experimental Clinical and Health Psychology, Ghent University, Ghent, Belgium
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31
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Sneck S, Viholainen H, Syväoja H, Kankaapää A, Hakonen H, Poikkeus AM, Tammelin T. Effects of school-based physical activity on mathematics performance in children: a systematic review. Int J Behav Nutr Phys Act 2019; 16:109. [PMID: 31752903 PMCID: PMC6873534 DOI: 10.1186/s12966-019-0866-6] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2019] [Accepted: 10/21/2019] [Indexed: 11/28/2022] Open
Abstract
BACKGROUND The benefits of physical activity (PA) on children's health and wellbeing are well established. However, the benefits of PA on academic performance and particularly on mathematics performance warrant systematic analysis. Mathematics is one of the core subjects in school education globally. METHODS We systematically searched, analysed and synthesized the literature on the effects of school-based PA interventions on mathematics performance in children aged 4-16. A total of 29 studies consisting of randomised trials and other interventions with control groups were identified through a systematic search, and 11 of them provided sufficient data and appropriate design for a meta-analysis. RESULTS Of the 29 studies involving 11,264 participants, positive overall effects of a PA intervention on mathematics performance were found in 13 studies (45%) and neutral overall effects in 15 studies (52%). Only one study reported a significant negative result for a subgroup of children in the first half of the intervention. In a risk-of-bias assessment, 12 studies had low, 17 moderate, and none had a high risk of bias. The meta-analysis of 11 studies suggested an overall small positive effect (ES = 0.23) of the interventions. Only one study in the meta-analysis indicated a negative effect in one of the intervention groups. CONCLUSIONS Adding PA to the school day may enhance children's mathematics performance or has no negative effects on performance. Several types of PA interventions can be recommended to be added to the school day.
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Affiliation(s)
- S Sneck
- LIKES Research Centre for Physical Activity and Health, Rautpohjankatu 8, 40700, Jyväskylä, Finland.
- Faculty of Education, University of Oulu, Oulu, Finland.
| | - H Viholainen
- Department of Education and Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - H Syväoja
- LIKES Research Centre for Physical Activity and Health, Rautpohjankatu 8, 40700, Jyväskylä, Finland
| | - A Kankaapää
- LIKES Research Centre for Physical Activity and Health, Rautpohjankatu 8, 40700, Jyväskylä, Finland
| | - H Hakonen
- LIKES Research Centre for Physical Activity and Health, Rautpohjankatu 8, 40700, Jyväskylä, Finland
| | - A-M Poikkeus
- Faculty of Education and Psychology, University of Jyväskylä, Jyväskylä, Finland
| | - T Tammelin
- LIKES Research Centre for Physical Activity and Health, Rautpohjankatu 8, 40700, Jyväskylä, Finland
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Zhang J, Zhao N, Kong QP. The Relationship Between Math Anxiety and Math Performance: A Meta-Analytic Investigation. Front Psychol 2019; 10:1613. [PMID: 31447719 PMCID: PMC6692457 DOI: 10.3389/fpsyg.2019.01613] [Citation(s) in RCA: 80] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Accepted: 06/26/2019] [Indexed: 12/17/2022] Open
Abstract
Math anxiety (MA) has been suggested to decrease the math performance of students. However, it remains unclear what factors moderate this relationship. The aim of this research was to explore the link between MA and math performance. Studies that explored the math anxiety-performance link, conducted from 2000 to 2019 (84 samples, N = 8680), were identified and statistically integrated with a meta-analysis method. The results indicated a robust negative math anxiety-performance link. Furthermore, regarding the analysis of moderator variables, this negative link was stronger in the studies that involved Asian students, but this link was the weakest in the studies that involved European students. Moreover, this negative link was stronger in the studies within a senior high school group, whereas it was the weakest in the studies within an elementary group. Finally, this negative link was strongest among studies that used a custom test and studies that assessed problem-solving skills. Potential explanations and implications for research and practice are discussed.
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Affiliation(s)
- Jing Zhang
- Faculty of Education, College of Teacher Education, East China Normal University, Shanghai, China
| | - Nan Zhao
- School of Psychology and Cognitive Science, East China Normal University, Shanghai, China
| | - Qi Ping Kong
- Faculty of Education, College of Teacher Education, East China Normal University, Shanghai, China
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33
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Fan X, Hambleton RK, Zhang M. Profiles of Mathematics Anxiety Among 15-Year-Old Students: A Cross-Cultural Study Using Multi-Group Latent Profile Analysis. Front Psychol 2019; 10:1217. [PMID: 31191408 PMCID: PMC6546821 DOI: 10.3389/fpsyg.2019.01217] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Accepted: 05/08/2019] [Indexed: 11/13/2022] Open
Abstract
Using PISA 2012 data, the present study explored profiles of mathematics anxiety (MA) among 15-year old students from Finland, Korea, and the United States to determine the similarities and differences of MA across the three national samples by applying a multi-group latent profile analysis (LPA). The major findings were that (a) three MA profiles were found in all three national samples, i.e., Low MA, Mid MA, and High MA profile, and (b) the percentages of students classified into each of the three MA profiles differed across the Finnish, Korean, and American samples, with United States having the highest prevalence of High MA, and Finland the lowest. Multi-group LPA also provided clear and useful latent profile separation. The High MA profile demonstrated significant poorer mathematics performance and lower mathematics interest, self-efficacy, and self-concept than the Mid and Low MA profiles. Same differences appeared between the Mid and Low MA profiles. The implications of the findings seem clear: (1) it is possible that there is some relative level of universality in MA among 15-year old students which is independent of cultural context; and (2) multi-group LPA could be a useful analytic tool for research on the study of classification and cultural differences of MA.
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Affiliation(s)
- Xizhen Fan
- School of Psychology, South China Normal University, Guangzhou, China
| | - Ronald K. Hambleton
- College of Education, University of Massachusetts Amherst, Amherst, MA, United States
| | - Minqiang Zhang
- School of Psychology, South China Normal University, Guangzhou, China
- Center for Studies of Psychological Application, South China Normal University, Guangzhou, China
- Guangdong Key Laboratory of Mental Health and Cognitive Science, South China Normal University, Guangzhou, China
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34
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Sorvo R, Koponen T, Viholainen H, Aro T, Räikkönen E, Peura P, Tolvanen A, Aro M. Development of math anxiety and its longitudinal relationships with arithmetic achievement among primary school children. LEARNING AND INDIVIDUAL DIFFERENCES 2019. [DOI: 10.1016/j.lindif.2018.12.005] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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35
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Zhang J, Cheung SK, Wu C, Meng Y. Cognitive and Affective Correlates of Chinese Children's Mathematical Word Problem Solving. Front Psychol 2018; 9:2357. [PMID: 30618901 PMCID: PMC6305327 DOI: 10.3389/fpsyg.2018.02357] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Accepted: 11/09/2018] [Indexed: 11/13/2022] Open
Abstract
Mathematical word problem solving (MWPS) involves multiple steps, including comprehending the problem statements, determining the arithmetic operations that have to be performed, and finding the answers. This study investigated the relative contributions of different cognitive and affective variables to children's MWPS. To achieve this goal, 116 third-grade Chinese children were tested. Results showed that after controlling for age and non-verbal intelligence, the abilities to solve direct and indirect mathematical word problems were positively correlated with the working memory component of executive function, reading comprehension ability, math fact fluency and math anxiety. Moreover, math anxiety was found to fully mediate the relationships between reading anxiety and MWPS. Implications of the findings on how to promote children's MWPS skills were discussed.
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Affiliation(s)
- Juan Zhang
- Faculty of Education, University of Macau, Macau, China
| | - Sum Kwing Cheung
- Department of Early Childhood Education, The Education University of Hong Kong, Tai Po, Hong Kong
| | - Chenggang Wu
- Faculty of Education, University of Macau, Macau, China
| | - Yaxuan Meng
- Faculty of Education, University of Macau, Macau, China
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36
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Kucian K, McCaskey U, O’Gorman Tuura R, von Aster M. Neurostructural correlate of math anxiety in the brain of children. Transl Psychiatry 2018; 8:273. [PMID: 30531959 PMCID: PMC6288142 DOI: 10.1038/s41398-018-0320-6] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/04/2018] [Revised: 10/23/2018] [Accepted: 11/13/2018] [Indexed: 01/03/2023] Open
Abstract
Adequate mathematical competencies are currently indispensable in professional and social life. However, mathematics is often associated with stress and frustration and the confrontation with tasks that require mathematical knowledge triggers anxiety in many children. We examined if there is a relationship between math anxiety and changes in brain structure in children with and without developmental dyscalculia. Our findings showed that math anxiety is related to altered brain structure. In particular, the right amygdala volume was reduced in individuals with higher math anxiety. In conclusion, math anxiety not only hinders children in arithmetic development, but it is associated with altered brain structure in areas related to fear processing. This emphasizes the far-reaching outcome emotional factors in mathematical cognition can have and encourages educators and researchers alike to consider math anxiety to prevent detrimental long-term consequences on school achievement and quality of life, especially in children with developmental dyscalculia.
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Affiliation(s)
- Karin Kucian
- Center for MR-Research, University Children's Hospital, Zurich, Switzerland. .,Children's Research Center, University Children's Hospital, Zurich, Switzerland. .,Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland.
| | - Ursina McCaskey
- 0000 0001 0726 4330grid.412341.1Center for MR-Research, University Children’s Hospital, Zurich, Switzerland ,0000 0001 0726 4330grid.412341.1Children’s Research Center, University Children’s Hospital, Zurich, Switzerland
| | - Ruth O’Gorman Tuura
- 0000 0001 0726 4330grid.412341.1Center for MR-Research, University Children’s Hospital, Zurich, Switzerland ,0000 0001 0726 4330grid.412341.1Children’s Research Center, University Children’s Hospital, Zurich, Switzerland ,0000 0004 1937 0650grid.7400.3Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland
| | - Michael von Aster
- 0000 0001 0726 4330grid.412341.1Center for MR-Research, University Children’s Hospital, Zurich, Switzerland ,0000 0001 0726 4330grid.412341.1Children’s Research Center, University Children’s Hospital, Zurich, Switzerland ,0000 0004 1937 0650grid.7400.3Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland ,0000 0001 1093 4868grid.433743.4Clinic for Child and Adolescent Psychiatry, German Red Cross Hospitals, Berlin, Germany
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Van Luit JEH, Toll SWM. Associative Cognitive Factors of Math Problems in Students Diagnosed With Developmental Dyscalculia. Front Psychol 2018; 9:1907. [PMID: 30356698 PMCID: PMC6189395 DOI: 10.3389/fpsyg.2018.01907] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Accepted: 09/18/2018] [Indexed: 11/13/2022] Open
Abstract
The Dutch protocol, 'Dyscalculia: Diagnostics for Behavioral Professionals' (DDBP protocol; Van Luit et al., 2014), describes how behavioral experts can examine whether a student has developmental dyscalculia (DD), based on three criteria: severity, discrepancy, and resistance. In addition to distinguishing the criteria necessary for diagnosis, the protocol provides guidance on formulating hypotheses by describing and operationalising four possible associative cognitive factors of math problems: planning skills, naming speed, short-term and/or working memory, and attention. The current exploratory and descriptive research aims to describe the frequency of these four primary associative cognitive factors in students with DD from the Netherlands. Descriptive data from 84 students aged 8-18 years showed that deficits in naming speed (in particular, in naming numbers) were the most frequent explanation of math problems in children with DD, followed by deficits in short-term/working memory and planning skills. Deficits in attention were the least frequent. The findings are explained in light of current literature, and suggestions for follow-up research are presented.
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Affiliation(s)
| | - Sylke Wilhelmina Maria Toll
- Department of Pedagogics and Education, Faculty of Social Sciences, Utrecht University, Utrecht, Netherlands
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Abstract
Anxiety disorders are some of the most widespread mental health issues worldwide. In educational settings, individuals may suffer from specific forms of test and performance anxiety that are connected to a knowledge domain. Unquestionably, the most prominent of these is math anxiety. Math anxiety is a widespread problem for all ages across the globe. In the international assessments of the Programme for International Student Assessment (PISA) studies, a majority of adolescents report worry and tension in math classes and when doing math. To understand how math anxiety takes effect, it has to be regarded as a variable within an ensemble of interacting variables. There are antecedents that facilitate the development of math anxiety. They concern environmental factors such as teachers’ and parents’ attitudes toward their students’ and children’s ability in math, societal stereotypes (eg, on females’ math abilities), or personal factors such as traits or gender. These antecedents influence a number of variables that are important in learning processes. Math anxiety interacts with variables such as self-efficacy or motivation in math, which can intensify or counteract math anxiety. Outcomes of math anxiety concern not only performance in math-related situations, they can also have long-term effects that involve efficient (or not-so-efficient) learning as well as course and even vocational choices. How can math anxiety be counteracted? A first step lies in its correct diagnosis. Questionnaires for the assessment of math anxiety exist for all age groups, starting at primary education level. Help against math anxiety can be offered on different levels: by educational institutions, by teachers and a change in instructional approaches, by parents, or by the affected person. However, much more research is needed to develop effective measures against math anxiety that are tailored to an individual’s characteristics and needs.
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Affiliation(s)
- Silke Luttenberger
- Institute for Educational Sciences and Educational Research, University of Teacher Education Styria, Graz, Austria
| | - Sigrid Wimmer
- Educational Psychology Unit, Institute of Psychology, University of Graz, Graz, Austria,
| | - Manuela Paechter
- Educational Psychology Unit, Institute of Psychology, University of Graz, Graz, Austria,
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Kucian K, Zuber I, Kohn J, Poltz N, Wyschkon A, Esser G, von Aster M. Relation Between Mathematical Performance, Math Anxiety, and Affective Priming in Children With and Without Developmental Dyscalculia. Front Psychol 2018; 9:263. [PMID: 29755376 PMCID: PMC5932531 DOI: 10.3389/fpsyg.2018.00263] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/10/2017] [Accepted: 02/16/2018] [Indexed: 01/16/2023] Open
Abstract
Many children show negative emotions related to mathematics and some even develop mathematics anxiety. The present study focused on the relation between negative emotions and arithmetical performance in children with and without developmental dyscalculia (DD) using an affective priming task. Previous findings suggested that arithmetic performance is influenced if an affective prime precedes the presentation of an arithmetic problem. In children with DD specifically, responses to arithmetic operations are supposed to be facilitated by both negative and mathematics-related primes (=negative math priming effect).We investigated mathematical performance, math anxiety, and the domain-general abilities of 172 primary school children (76 with DD and 96 controls). All participants also underwent an affective priming task which consisted of the decision whether a simple arithmetic operation (addition or subtraction) that was preceded by a prime (positive/negative/neutral or mathematics-related) was true or false. Our findings did not reveal a negative math priming effect in children with DD. Furthermore, when considering accuracy levels, gender, or math anxiety, the negative math priming effect could not be replicated. However, children with DD showed more math anxiety when explicitly assessed by a specific math anxiety interview and showed lower mathematical performance compared to controls. Moreover, math anxiety was equally present in boys and girls, even in the earliest stages of schooling, and interfered negatively with performance. In conclusion, mathematics is often associated with negative emotions that can be manifested in specific math anxiety, particularly in children with DD. Importantly, present findings suggest that in the assessed age group, it is more reliable to judge math anxiety and investigate its effects on mathematical performance explicitly by adequate questionnaires than by an affective math priming task.
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Affiliation(s)
- Karin Kucian
- Center for MR-Research, University Children's Hospital, Zurich, Switzerland.,Children's Research Center, University Children's Hospital, Zurich, Switzerland.,Neuroscience Center Zurich, University of Zurich, ETH Zurich, Zurich, Switzerland
| | - Isabelle Zuber
- Center for MR-Research, University Children's Hospital, Zurich, Switzerland
| | - Juliane Kohn
- Department of Psychology, University of Potsdam, Potsdam, Germany
| | - Nadine Poltz
- Department of Psychology, University of Potsdam, Potsdam, Germany
| | - Anne Wyschkon
- Department of Psychology, University of Potsdam, Potsdam, Germany
| | - Günter Esser
- Academy for Psychotherapy and Intervention Research, University of Potsdam, Potsdam, Germany
| | - Michael von Aster
- Center for MR-Research, University Children's Hospital, Zurich, Switzerland.,Children's Research Center, University Children's Hospital, Zurich, Switzerland.,Neuroscience Center Zurich, University of Zurich, ETH Zurich, Zurich, Switzerland.,Clinic for Child and Adolescent Psychiatry, German Red Cross Hospitals, Berlin, Germany
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40
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Cargnelutti E, Tomasetto C, Passolunghi MC. The interplay between affective and cognitive factors in shaping early proficiency in mathematics. Trends Neurosci Educ 2017. [DOI: 10.1016/j.tine.2017.10.002] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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41
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Daches Cohen L, Rubinsten O. Mothers, Intrinsic Math Motivation, Arithmetic Skills, and Math Anxiety in Elementary School. Front Psychol 2017; 8:1939. [PMID: 29180973 PMCID: PMC5693896 DOI: 10.3389/fpsyg.2017.01939] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/24/2017] [Accepted: 10/20/2017] [Indexed: 12/21/2022] Open
Abstract
Math anxiety is influenced by environmental, cognitive, and personal factors. Yet, the concurrent relationships between these factors have not been examined. To this end, the current study investigated how the math anxiety of 30 sixth graders is affected by: (a) mother's math anxiety and maternal behaviors (environmental factors); (b) children's arithmetic skills (cognitive factors); and (c) intrinsic math motivation (personal factor). A rigorous assessment of children's math anxiety was made by using both explicit and implicit measures. The results indicated that accessible self-representations of math anxiety, as reflected by the explicit self-report questionnaire, were strongly affected by arithmetic skills. However, unconscious cognitive constructs of math anxiety, as reflected by the numerical dot-probe task, were strongly affected by environmental factors, such as maternal behaviors and mothers' attitudes toward math. Furthermore, the present study provided preliminary evidence of intergenerational transmission of math anxiety. The conclusions are that in order to better understand the etiology of math anxiety, multiple facets of parenting and children's skills should be taken into consideration. Implications for researchers, parents, and educators are discussed.
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Affiliation(s)
- Lital Daches Cohen
- The Edmond J. Safra Brain Research Center for the Study of Learning Disabilities, Department of Learning Disabilities, University of Haifa, Haifa, Israel
| | - Orly Rubinsten
- The Edmond J. Safra Brain Research Center for the Study of Learning Disabilities, Department of Learning Disabilities, University of Haifa, Haifa, Israel
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