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

(2023). Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset) [journal article - articolo]. In JOURNAL OF OPEN PSYCHOLOGY DATA. Retrieved from https://hdl.handle.net/10446/245149

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

Palena, Nicola;Greco, Andrea;
2023-01-01

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
articolo
2023
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, Nazlı; 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, Gabriel; Adamkovič, Matúš; Van der Ven, Sanne H. G.; Mosbacher, Jochen A.; Şen, Hilal H.; Anderson, Joel R.; Batashvili, Michael; De Groot, Kristel; Parker, Matthew O.; Helmy, Mai; Ostroha, Mariia M.; Gilligan-Lee, Katie A.; Egara, Felix O.; Barwood, Martin J.; Thomas, Karuna; Mcmahon, Grace; Griffin, Siobhán M.; Nuerk, Hans-Christoph; Counsell, Alyssa; Lindemann, Oliver; Van Rooy, Dirk; Wege, Theresa E.; Lewis, Joanna E.; Aczel, Balazs; Monaghan, Conal; Al-Hoorie, Ali H.; Huber, Julia F.; Yapan, Saadet; Garrido Vásquez, Mauricio E.; Callea, Antonino; Ergiyen, Tolga; Clay, James M.; Mertens, Gaetan; Topçu, Feyza; Tutlu, Merve G.; Täht, Karin; Mikkor, Kristel; Caso, Letizia; Karner, Alexander; Storm, Maxine M. C.; Daroczy, Gabriella; Zein, Rizqy A.; Greco, Andrea; Buchanan, Erin M.; Schmid, Katharina; Hunt, Thomas E.; De keersmaecker, Jonas; Branney, Peter E.; Randell, Jordan; Clark, Oliver J.; Steltenpohl, Crystal N.; Malu, Bhasker; Tekeş, Burcu; Ramis, Tamilselvan; Agrigoroaei, Stefan; Badcock, Nicholas A.; McAloney-Kocaman, Kareena; Semenikhina, Olena V.; Graf, Erich W.; Lea, Charlie; Ogba, Kalu T. U.; Guppy, Fergus M.; Warhurst, Amy C.; Lindsay, Shane; Al Khateeb, Ahmed; Scharnowski, Frank; De Kwaadsteniet, Leontien; Francis, Kathryn B.; Lecompte, Mariah; Webster, Lisa A. D.; Morsanyi, Kinga; Forwood, Suzanna E.; Walters, Elizabeth R.; Tip, Linda K.; Wagge, Jordan R.; Lai, Ho Yan; Crossland, Deborah S.; Darda, Kohinoor M.; Flack, Tessa R.; Leviston, Zoe; Brolly, Matthew; Hills, Samuel P.; Collins, Elizabeth; Roberts, Andrew J.; Cheung, Wing-Yee; Leonard, Sophie; Verschuere, Bruno; Stanley, Samantha K.; Xenidou-Dervou, Iro; Ghasemi, Omid; Liew, Timothy; Ansari, Daniel; Guilaran, Johnrev; Penny, Samuel G.; Bahnmueller, Julia; Hand, Christopher J.; Rahajeng, Unita W.; Peterburg, Dar; Takacs, Zsofia K.; Platow, Michael J.; Field, Andy P.
(2023). Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset) [journal article - articolo]. In JOURNAL OF OPEN PSYCHOLOGY DATA. Retrieved from https://hdl.handle.net/10446/245149
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