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Record W4382722426 · doi:10.2991/978-2-38476-062-6_110

Mathematics Anxiety in School Children

2023· book-chapter· en· W4382722426 on OpenAlexaff
Yiman Zhou

Bibliographic record

VenueAdvances in Social Science, Education and Humanities Research/Advances in social science, education and humanities research · 2023
Typebook-chapter
Languageen
FieldPsychology
TopicEducation, Achievement, and Giftedness
Canadian institutionsOkanagan University College
Fundersnot available
KeywordsAnxietyPsychologyMathematics educationMathematical anxietyDevelopmental psychologyPsychiatry

Abstract

fetched live from OpenAlex

Mathematics anxiety has adverse effects on the mathematical performance of school children.Studies on mathematics anxiety have revealed that school children from primary to secondary levels exhibit mathematics anxiety.The symptoms of mathematics anxiety are similar to those of anxiety disorders, which highlights the implications of mathematics anxiety on the well-being of school children.This research aimed to assess the effects of mathematics anxiety on the mathematical performance of school children and explore the factors affecting mathematics anxiety and the academic performance of school children in mathematics.For this purpose, this research reviewed the studies from the past five years, ranging from 2018-2022.The study concluded that mathematics anxiety adversely affects the performance of school children.The study examined the different theories which explained the association of mathematics anxiety with the performance of school children, suggesting that there is a bi-directional relationship in which high mathematics anxiety adversely influences the academic performance of school children, and their inferior performance further exacerbates their mathematics anxiety.School children from elementary to higher levels of schooling exhibited mathematics anxiety, which negatively affected their mathematical performance.Various factors, including cognitive, environmental and familial factors, were found to influence the development of mathematics anxiety and mediate the influence of anxiety based on mathematics on the academic achievement of school children.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.012
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow), Science and technology studies, Scholarly communication, Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesScience and technology studies
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.460
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0120.001
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0080.004
Science and technology studies0.0080.026
Scholarly communication0.0020.004
Open science0.0020.001
Research integrity0.0000.003
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.121
GPT teacher head0.493
Teacher spread0.372 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; both teacher heads agree on what is shown here.

Study designTheoretical or conceptual
Domainnot available
GenreOther

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2023
Admission routes1
Has abstractyes

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