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Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

Terry, Jenny; Ross, Robert M.; Nagy, Tamás; Salgado, Mauricio; Garrido-Vásquez, Patricia; Sarfo, Jacob O.; Cooper, Susan; Buttner, Anke C.; Lima, Tiago J.S.; Öztürk, İbrahim; Akay, Nazli; Santos, Flavia H.; Artemenko, Christina; Copping, Lee T.; Elsherif, Mahmoud M.; Milovanović, Ilija; Cribbie, Robert A.; Drushlyak, Marina G.; Swainston, Katherine; Shou, Yiyun; Leongómez, Juan David; Palena, Nicola; Abidin, Fitri A.; Reyes-Rodríguez, Maria F.; He, Yunfeng; Abraham, Juneman; Vatakis, Argiro; Jankowsky, Kristin; Schmidt, Stephanie N.L.; Grimm, Elise; González, Desirée; Schmid, Philipp; Ferreira, Roberto A.; Rozgonjuk, Dmitri; Özhan, Neslihan; O’Connor, Patrick A.; Zsido, Andras N.; Stiglic, Gregor; Rhodes, Darren; Rodríguez, Cristina; Ropovik, Ivan; Enea, Violeta; Nurwanti, Ratri; Estudillo, Alejandro J.; Beribisky, Nataly; Himawan, Karel K.; Geven, Linda M.; Van Hoogmoed, Anne H.; Bret, Amélie; Chapman, Jodie E.; Alter, Udi; Flack, Zoe M.; Hanna, Donncha; Soltanlou, Mojtaba; Banik, Gab...

Authors

Jenny Terry

Robert M. Ross

Tamás Nagy

Mauricio Salgado

Patricia Garrido-Vásquez

Jacob O. Sarfo

Susan Cooper

Anke C. Buttner

Tiago J.S. Lima

İbrahim Öztürk

Nazli Akay

Flavia H. Santos

Christina Artemenko

Lee T. Copping

Mahmoud M. Elsherif

Ilija Milovanović

Robert A. Cribbie

Marina G. Drushlyak

Katherine Swainston

Yiyun Shou

Juan David Leongómez

Nicola Palena

Fitri A. Abidin

Maria F. Reyes-Rodríguez

Yunfeng He

Juneman Abraham

Argiro Vatakis

Kristin Jankowsky

Stephanie N.L. Schmidt

Elise Grimm

Desirée González

Philipp Schmid

Roberto A. Ferreira

Dmitri Rozgonjuk

Neslihan Özhan

Patrick A. O’Connor

Andras N. Zsido

Gregor Stiglic

Darren Rhodes

Cristina Rodríguez

Ivan Ropovik

Violeta Enea

Ratri Nurwanti

Alejandro J. Estudillo

Nataly Beribisky

Karel K. Himawan

Linda M. Geven

Anne H. Van Hoogmoed

Amélie Bret

Jodie E. Chapman

Udi Alter

Zoe M. Flack

Donncha Hanna

Mojtaba Soltanlou

Gabriel Banik

Matúš Adamkovič

Sanne H.G. Van Der Ven

Jochen A. Mosbacher

Hilal H. Şen

Joel R. Anderson

Michael Batashvili

Kristel De Groot

Matthew O. Parker

Mai Helmy

Mariia M. Ostroha

Katie A. Gilligan-Lee

Felix O. Egara

Martin J. Barwood

Karuna Thomas

Grace McMahon

Siobhán M. Griffin

Hans Christoph Nuerk

Alyssa Counsell

Oliver Lindemann

Dirk Van Rooy

Theresa E. Wege

Joanna E. Lewis

Balazs Aczel

Conal Monaghan

Ali H. Al-Hoorie

Julia F. Huber

Saadet Yapan

Mauricio E. Garrido Vásquez

Antonino Callea

Tolga Ergiyen

James M. Clay

Gaetan Mertens

Feyza Topçu

Merve G. Tutlu

Karin Täht

Kristel Mikkor

Letizia Caso

Alexander Karner

Maxine M.C. Storm

Gabriella Daroczy

Rizqy A. Zein

Andrea Greco

Erin M. Buchanan

Katharina Schmid

Thomas E. Hunt

Jonas De keersmaecker

Peter E. Branney

Jordan Randell

Oliver J. Clark

Crystal N. Steltenpohl

Bhasker Malu

Burcu Tekeş

TamilSelvan Ramis

Stefan Agrigoroaei

Nicholas A. Badcock

Kareena McAloney-Kocaman

Olena V. Semenikhina

Erich W. Graf

Charlie Lea

Kalu T. U. Ogba

Fergus M. Guppy

Amy C. Warhurst

Ahmed Al Khateeb

Frank Scharnowski

Leontien De Kwaadsteniet

Kathryn B. Francis

Mariah Lecompte

Lisa A. D. Webster

Kinga Morsanyi

Suzanna E. Forwood

Elizabeth R. Walters

Linda K. Tip

Jordan R. Wagge

Ho Yan Lai

Deborah S. Crossland

Kohinoor M. Darda

Tessa R. Flack

Zoe Leviston

Matthew Brolly

Samuel P. Hills

Elizabeth Collins

Andrew J. Roberts

Wing-Yee Cheung

Sophie Leonard

Bruno Verschuere

Samantha K. Stanley

Iro Xenidou-Dervou

Omid Ghasemi

Timothy Liew

Daniel Ansari

Johnrev Guilaran

Samuel G. Penny

Julia Bahnmueller

Christopher J. Hand

Unita W. Rahajeng

Dar Peterburg

Zsofia K. Takacs

Michael J. Platow

Andy P. Field



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.

Citation

Terry, J., Ross, R. M., Nagy, T., Salgado, M., Garrido-Vásquez, P., Sarfo, J. O., …Field, A. P. (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), Article 8. https://doi.org/10.5334/jopd.80

Journal Article Type Article
Acceptance Date Apr 2, 2023
Online Publication Date May 29, 2023
Publication Date Jan 1, 2023
Deposit Date Jul 10, 2023
Publicly Available Date Jul 11, 2023
Journal Journal of Open Psychology Data
Print ISSN 2050-9863
Electronic ISSN 2050-9863
Publisher Ubiquity Press
Peer Reviewed Peer Reviewed
Volume 11
Issue 1
Article Number 8
DOI https://doi.org/10.5334/jopd.80
Keywords Statistics; Mathematics; Anxiety; Education; Jangle fallacy
Public URL https://hull-repository.worktribe.com/output/4301646

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