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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)
Authors :
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 D. 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 Khateeb, Ahmed A. 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 Y. 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. 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 D. 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 Khateeb, Ahmed A. 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 Y. 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.
Source :
Research outputs 2022 to 2026
Publication Year :
2023
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.
Details
Database :
OAIster
Journal :
Research outputs 2022 to 2026
Notes :
application/pdf, Research outputs 2022 to 2026
Publication Type :
Electronic Resource
Accession number :
edsoai.on1423441779
Document Type :
Electronic Resource