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

Author:

Terry JennyORCID,Ross Robert M.ORCID,Nagy TamásORCID,Salgado MauricioORCID,Garrido-Vásquez PatriciaORCID,Sarfo Jacob O.ORCID,Cooper SusanORCID,Buttner Anke C.ORCID,Lima Tiago J. S.ORCID,Öztürk İbrahimORCID,Akay NazlıORCID,Santos Flavia H.ORCID,Artemenko ChristinaORCID,Copping Lee T.ORCID,Elsherif Mahmoud M.ORCID,Milovanović IlijaORCID,Cribbie Robert A.ORCID,Drushlyak Marina G.ORCID,Swainston KatherineORCID,Shou YiyunORCID,Leongómez Juan DavidORCID,Palena NicolaORCID,Abidin Fitri A.ORCID,Reyes-Rodríguez Maria F.ORCID,He Yunfeng,Abraham JunemanORCID,Vatakis ArgiroORCID,Jankowsky KristinORCID,Schmidt Stephanie N. L.ORCID,Grimm EliseORCID,González DesiréeORCID,Schmid PhilippORCID,Ferreira Roberto A.ORCID,Rozgonjuk DmitriORCID,Özhan NeslihanORCID,O’Connor Patrick A.ORCID,Zsido Andras N.ORCID,Stiglic GregorORCID,Rhodes DarrenORCID,Rodríguez CristinaORCID,Ropovik IvanORCID,Enea VioletaORCID,Nurwanti RatriORCID,Estudillo Alejandro J.ORCID,Beribisky NatalyORCID,Himawan Karel K.ORCID,Geven Linda M.ORCID,Van Hoogmoed Anne H.ORCID,Bret AmélieORCID,Chapman Jodie E.ORCID,Alter UdiORCID,Flack Zoe M.ORCID,Hanna DonnchaORCID,Soltanlou MojtabaORCID,Banik GabrielORCID,Adamkovič MatúšORCID,Van der Ven Sanne H. G.ORCID,Mosbacher Jochen A.ORCID,Şen Hilal H.ORCID,Anderson Joel R.ORCID,Batashvili MichaelORCID,De Groot KristelORCID,Parker Matthew O.ORCID,Helmy MaiORCID,Ostroha Mariia M.ORCID,Gilligan-Lee Katie A.ORCID,Egara Felix O.ORCID,Barwood Martin J.ORCID,Thomas KarunaORCID,McMahon GraceORCID,Griffin Siobhán M.ORCID,Nuerk Hans-ChristophORCID,Counsell AlyssaORCID,Lindemann OliverORCID,Van Rooy DirkORCID,Wege Theresa E.ORCID,Lewis Joanna E.ORCID,Aczel BalazsORCID,Monaghan ConalORCID,Al-Hoorie Ali H.ORCID,Huber Julia F.ORCID,Yapan SaadetORCID,Garrido Vásquez Mauricio E.ORCID,Callea AntoninoORCID,Ergiyen TolgaORCID,Clay James M.ORCID,Mertens GaetanORCID,Topçu FeyzaORCID,Tutlu Merve G.ORCID,Täht KarinORCID,Mikkor Kristel,Caso LetiziaORCID,Karner AlexanderORCID,Storm Maxine M. C.ORCID,Daroczy GabriellaORCID,Zein Rizqy A.ORCID,Greco AndreaORCID,Buchanan Erin M.ORCID,Schmid KatharinaORCID,Hunt Thomas E.ORCID,De keersmaecker JonasORCID,Branney Peter E.ORCID,Randell JordanORCID,Clark Oliver J.ORCID,Steltenpohl Crystal N.ORCID,Malu BhaskerORCID,Tekeş BurcuORCID,Ramis TamilSelvanORCID,Agrigoroaei StefanORCID,Badcock Nicholas A.ORCID,McAloney-Kocaman KareenaORCID,Semenikhina Olena V.ORCID,Graf Erich W.ORCID,Lea CharlieORCID,Ogba Kalu T. U.ORCID,Guppy Fergus M.ORCID,Warhurst Amy C.ORCID,Lindsay ShaneORCID,Al Khateeb AhmedORCID,Scharnowski FrankORCID,De Kwaadsteniet LeontienORCID,Francis Kathryn B.ORCID,Lecompte MariahORCID,Webster Lisa A. D.ORCID,Morsanyi KingaORCID,Forwood Suzanna E.ORCID,Walters Elizabeth R.ORCID,Tip Linda K.ORCID,Wagge Jordan R.ORCID,Lai Ho Yan,Crossland Deborah S.ORCID,Darda Kohinoor M.ORCID,Flack Tessa R.ORCID,Leviston ZoeORCID,Brolly MatthewORCID,Hills Samuel P.ORCID,Collins ElizabethORCID,Roberts Andrew J.ORCID,Cheung Wing-YeeORCID,Leonard SophieORCID,Verschuere BrunoORCID,Stanley Samantha K.ORCID,Xenidou-Dervou IroORCID,Ghasemi OmidORCID,Liew Timothy,Ansari DanielORCID,Guilaran JohnrevORCID,Penny Samuel G.ORCID,Bahnmueller JuliaORCID,Hand Christopher J.ORCID,Rahajeng Unita W.ORCID,Peterburg Dar,Takacs Zsofia K.ORCID,Platow Michael J.ORCID,Field Andy P.ORCID

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. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/].

Publisher

Ubiquity Press, Ltd.

Subject

General Earth and Planetary Sciences,General Engineering,General Environmental Science

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