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 Data2023Vol. 11(1), pp. 8–8
Citations Over TimeTop 10% of 2023 papers
Jenny Terry, Robert M. Ross, Tamás Nagy, Mauricio Salgado, Patricia Garrido‐Vásquez, Jacob Owusu Sarfo, Susan Cooper, Anke Caroline Büttner, Tiago Jessé Souza de Lima, İbrahim Öztürk, Nazlı Akay, Flávia H. Santos, Christina Artemenko, Lee Copping, Mahmoud Medhat Elsherif, Ilija Milovanović, Robert A. Cribbie, Marina Drushlyak, Katherine Swainston, Yiyun Shou, Juan David Leongómez, Nicola Palena, Fitri Ariyanti Abidin, María Fernanda Reyes, Yunfeng He, Juneman Abraham, Argiro Vatakis, Kristin Jankowsky, Stephanie Schmidt, Elise Grimm, Desirée González Martín, Philipp Schmid, Roberto A. Ferreira, Dmitri Rozgonjuk, Neslihan Özhan, Patrick A. O’Connor, András N. Zsidó, Gregor Štiglic, Darren Rhodes, Cristina Rodríguez, Ivan Ropovik, Violeta Enea, Ratri Nurwanti, Alejandro J. Estudillo, Nataly Beribisky, Karel Karsten Himawan, Linda Geven, Anne H. van Hoogmoed, Amélie Bret, Jodie E. Chapman, Udi Alter, Zoe M. Flack, Donncha Hanna, Mojtaba Soltanlou, Gabriel Baník, Matúš Adamkovič, Sanne H.G. van der Ven, Jochen A. Mosbacher, Hilal H. Şen, Joel Anderson, Michael Batashvili, Kristel De Groot, Matthew O. Parker, Mai Helmy, Mariia Ostroha, Katie Anne Gilligan-Lee, Felix Egara, Martin J. Barwood, Karuna S Thomas, Grace McMahon, Siobhán M. Griffin, Hans‐Christoph Nuerk, Alyssa Counsell, Oliver Lindemann, Dirk Van Rooy, Theresa Elise Wege, Joanna Lewis, Balázs Aczél, Conal Monaghan, Ali H. Al‐Hoorie, Julia F. Huber, Saadet Yapan, Mauricio E. Garrido Vásquez, Antonino Callea, Tolga Ergiyen, James M. Clay, Gaëtan Mertens, Feyza Topçu, Merve Gülçin Tutlu, Karin Täht, Kristel Mikkor, Letizia Caso, Alexander Karner, Maxine M. C. Storm, Gabriella Daróczy, Rizqy Amelia Zein, Andrea Greco, Erin Michelle Buchanan, Katharina Schmid, Thomas E. Hunt, Jonas De keersmaecker, Peter Branney, Jordan Randell, Oliver James Clark, Crystal N. Steltenpohl, Bhasker Malu, Burcu Tekeş, TamilSelvan Ramis, Stefan Agrigoroaei, Nicholas A. Badcock, Kareena McAloney‐Kocaman, Олена Семеніхіна, Erich W. Graf, Charlie Lea, Kalu T. U. Ogba, Fergus Guppy, Amy Warhurst, Shane Lindsay, Ahmed Al Khateeb, Frank Scharnowski, Leontien de Kwaadsteniet, Kathryn Francis, Mariah Lecompte, Lisa Webster, Kinga Morsanyi, Suzanna Forwood, Elizabeth Walters, Linda K. Tip, Jordan Wagge, Ho Yan Lai, Deborah Crossland, Kohinoor Monish Darda, Tessa R. Flack, Zoe Leviston, Matthew Brolly, Samuel P. Hills, Elizabeth Collins, Andrew Roberts, Wing‐Yee Cheung, Sophie Leonard, Bruno Verschuère, Samantha K. Stanley, Iro Xenidou‐Dervou, Omid Ghasemi, T. C. H. Liew, Daniel Ansari, Johnrev Guilaran, Samuel G. Penny, Julia Bahnmueller, Christopher J. Hand, Unita Werdi Rahajeng, Dar Peterburg, Zsófia K. Takács, 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. Data and metadata are stored on the Open Science Framework website [https://osf.io/mhg94/].
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