Data From an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the Smarvus Dataset)
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Date
2023
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Publisher
Web Portal Ubiquity Press
Open Access Color
GOLD
Green Open Access
Yes
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Publicly Funded
Yes
Abstract
This large, international dataset contains survey responses from N = 12,570 students from 100 universities in 35 countries, collected in 21 languages. We measured anxieties (statistics, mathematics, test, trait, social interaction, performance, creativity, intolerance of uncertainty, and fear of negative evaluation), self-efficacy, persistence, and the cognitive reflection test, and collected demographics, previous mathematics grades, self-reported and official statistics grades, and statistics module details. Data reuse potential is broad, including testing links between anxieties and statistics/mathematics education factors, and examining instruments’ psychometric properties across different languages and contexts.
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ORCID
Keywords
Jangle, Education, Fallacy, Anxiety, Mathematics, Statistics, minäpystyvyys, Fallacy, oppiminen, 370, 150, ESSB PSY, [SHS.PSY]Humanities and Social Sciences/Psychology, Learning and Plasticity, G100 Mathematics, Anxiety, Social and Behavioral Sciences, Education, [SHS.PSY] Humanities and Social Sciences/Psychology, G100 - Mathematics, 501016 Educational psychology, tilastotiede, Psychology, C800 - Psychology, ahdistus, Jangle fallacy, 501016 Pädagogische Psychologie, ta515, education, Statistics; mathematics; anxiety, education; jangle fallacy;, jangle fallacy, matematiikka, opiskelijat, mathematics, Statistics, fallacy, anxiety, C800 Psychology, kansainvälinen vertailu, BF1-990, G300 Statistics, psykometriikka, jangle, statistics, G300 - Statistics, korkeakouluopiskelu, Jangle, Psychology (miscellaneous), tutkimusaineisto, Mathematics, Data Paper
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Citation
Terry, J., Ross, R. M., Nagy, T., Salgado, M., Garrido-Vásquez, P., Sarfo, J. O., ... & Şen, H.H. (2023). Data from an international multi-centre study of statistics and mathematics anxieties and related variables in university students (the smarvus dataset). Journal of open psychology data, 11(1). pp. 1-25.
WoS Q
N/A
Scopus Q
Q3

OpenCitations Citation Count
2
Source
Journal of Open Psychology Data
Volume
11
Issue
1
Start Page
1
End Page
25
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Mendeley Readers : 43
SCOPUS™ Citations
11
checked on Feb 04, 2026
Page Views
308
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Downloads
804
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