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

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; Shane Lindsay; 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

doi:10.5334/jopd.80

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

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, Shane Lindsay, 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

Department of Psychology

University of Sussex
Macquarie University
Eotvos Lorand University
Universidad Andrés Bello
Universidad de Concepción
University of Cape Coast Ghana
Kingston University
University of Birmingham
Universidade de Brasília
Middle East Technical University
University College Dublin
University of Tübingen
Teesside University
University of Novi Sad
York University Toronto
Makarenko Sumy State Pedagogical University
Newcastle University
Australian National University
National University of Singapore
Universidad El Bosque
University of Bergamo
Padjadjaran University
Universidad de los Andes Colombia
Liaoning University
Bina Nusantara University
Panteion University of Social and Political Sciences
University of Kassel
University of Konstanz
Université catholique de Louvain
University of La Laguna
University of Erfurt
Implementation Research
Universidad Católica del Maule
Millennium Nucleus for the Science of Learning (MiNSoL)
University of Tartu
Ulm University
University of Southampton
Queen's University Belfast
University of Pecs
University of Maribor
University of Edinburgh
Nottingham Trent University
Charles University
University of Presov in Presov
Alexandru Ioan Cuza University of Iaşi
Brawijaya University
Bournemouth University
Nottinham University
Pelita Harapan University
RELASI Research Lab
Leiden University
University of Amsterdam
Radboud University Nijmegen
Nantes Université
Australian Catholic University
Toronto Metropolitan University
University of Brighton
University of Surrey
Western University
Slovak Academy of Sciences
University of Jyväskylä
University of Graz
MEF University
University of Akureyri
Health and Society
Reichman University
Erasmus University Rotterdam
University of Portsmouth
Sultan Qaboos University
Menoufia University
University of Nigeria
Leeds Trinity University
HELP University
Energy
Loughborough University
University Northern Colorado
Hasan Kalyoncu University
Libera Università Maria SS. Assunta
Izmir Ekonomi University
Tilburg University
University of Vienna
Universitas Airlangga
Harrisburg University of Science and Technology
Ramon Llull University
University of Derby
University of Bradford
University of Winchester
Manchester Metropolitan University
University Southern Indiana
Dartmouth Center for Program Design and Evaluation
O.P. Jindal Global University
Baskent University
Sunway University
University of Western Australia
Glasgow Caledonian University
Heriot-Watt University
University of Hull
University of Zurich
Keele University
Anglia Ruskin University
Avila University
University of Pennsylvania
University of Lincoln
Edith Cowan University
University of Stirling
University of New South Wales
University of the Philippines
Bristol Zoological Society
University of Glasgow

Research output: Contribution to journal › Article › peer-review

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.

Original language	English
Article number	8
Journal	Journal of Open Psychology Data
Volume	11
Issue number	1
DOIs	https://doi.org/10.5334/jopd.80
Publication status	Published - 2023

Keywords

Statistics
anxiety
education
jangle, fallacy
mathematics

Access to Document

10.5334/jopd.80

Cite this

Terry, J., Ross, R. M., Nagy, T., Salgado, M., Garrido-Vásquez, P., Sarfo, J. O., Cooper, S., Buttner, A. C., Lima, T. J. S., Öztürk, İ., Akay, N., Santos, F. H., Artemenko, C., Copping, L. T., Elsherif, M. M., Milovanović, I., Cribbie, R. A., Drushlyak, M. G., Swainston, K., ... 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

@article{ffed22f944bf46309ad72c0813f5a318,

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

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{\textquoteright} psychometric properties across different languages and contexts.",

keywords = "Statistics, anxiety, education, jangle, fallacy, mathematics",

author = "Jenny Terry and Ross, \{Robert M.\} and Tam{\'a}s Nagy and Mauricio Salgado and Patricia Garrido-V{\'a}squez and Sarfo, \{Jacob O.\} and Susan Cooper and Buttner, \{Anke C.\} and Lima, \{Tiago J.S.\} and İbrahim {\"O}zt{\"u}rk and Nazli Akay and Santos, \{Flavia H.\} and Christina Artemenko and Copping, \{Lee T.\} and Elsherif, \{Mahmoud M.\} and Ilija Milovanovi{\'c} and Cribbie, \{Robert A.\} and Drushlyak, \{Marina G.\} and Katherine Swainston and Yiyun Shou and Leong{\'o}mez, \{Juan David\} and Nicola Palena and Abidin, \{Fitri A.\} and Reyes-Rodr{\'i}guez, \{Maria F.\} and Yunfeng He and Juneman Abraham and Argiro Vatakis and Kristin Jankowsky and Schmidt, \{Stephanie N.L.\} and Elise Grimm and Desir{\'e}e Gonz{\'a}lez and Philipp Schmid and Ferreira, \{Roberto A.\} and Dmitri Rozgonjuk and Neslihan {\"O}zhan and O{\textquoteright}Connor, \{Patrick A.\} and Zsido, \{Andras N.\} and Gregor Stiglic and Darren Rhodes and Cristina Rodr{\'i}guez and Ivan Ropovik and Violeta Enea and Ratri Nurwanti and Estudillo, \{Alejandro J.\} and Nataly Beribisky and Himawan, \{Karel K.\} and Geven, \{Linda M.\} and \{Van Hoogmoed\}, \{Anne H.\} and Am{\'e}lie Bret and Chapman, \{Jodie E.\} and Udi Alter and Flack, \{Zoe M.\} and Donncha Hanna and Mojtaba Soltanlou and Gabriel Banik and Mat{\'u}{\v s} Adamkovi{\v c} and \{Van Der Ven\}, \{Sanne H.G.\} and Mosbacher, \{Jochen A.\} and {\c S}en, \{Hilal H.\} and Anderson, \{Joel R.\} and Michael Batashvili and \{De Groot\}, Kristel and Parker, \{Matthew O.\} and Mai Helmy and Ostroha, \{Mariia M.\} and Gilligan-Lee, \{Katie A.\} and Egara, \{Felix O.\} and Barwood, \{Martin J.\} and Karuna Thomas and Grace McMahon and Griffin, \{Siobh{\'a}n M.\} and Nuerk, \{Hans Christoph\} and Alyssa Counsell and Oliver Lindemann and \{Van Rooy\}, Dirk and Wege, \{Theresa E.\} and Lewis, \{Joanna E.\} and Balazs Aczel and Conal Monaghan and Al-Hoorie, \{Ali H.\} and Huber, \{Julia F.\} and Saadet Yapan and \{Garrido V{\'a}squez\}, \{Mauricio E.\} and Antonino Callea and Tolga Ergiyen and Clay, \{James M.\} and Gaetan Mertens and Feyza Top{\c c}u and Tutlu, \{Merve G.\} and Karin T{\"a}ht and Kristel Mikkor and Letizia Caso and Alexander Karner and Storm, \{Maxine M.C.\} and Gabriella Daroczy and Zein, \{Rizqy A.\} and Andrea Greco and Buchanan, \{Erin M.\} and Katharina Schmid and Hunt, \{Thomas E.\} and \{De Keersmaecker\}, Jonas and Branney, \{Peter E.\} and Jordan Randell and Clark, \{Oliver J.\} and Steltenpohl, \{Crystal N.\} and Bhasker Malu and Burcu Teke{\c s} and Tamilselvan Ramis and Stefan Agrigoroaei and Badcock, \{Nicholas A.\} and Kareena McAloney-Kocaman and Semenikhina, \{Olena V.\} and Graf, \{Erich W.\} and Charlie Lea and Ogba, \{Kalu T.U.\} and Guppy, \{Fergus M.\} and Warhurst, \{Amy C.\} and Shane Lindsay and \{Al Khateeb\}, Ahmed and Frank Scharnowski and \{De Kwaadsteniet\}, Leontien and Francis, \{Kathryn B.\} and Mariah Lecompte and Webster, \{Lisa A.D.\} and Kinga Morsanyi and Forwood, \{Suzanna E.\} and Walters, \{Elizabeth R.\} and Tip, \{Linda K.\} and Wagge, \{Jordan R.\} and Lai, \{Ho Yan\} and Crossland, \{Deborah S.\} and Darda, \{Kohinoor M.\} and Flack, \{Tessa R.\} and Zoe Leviston and Matthew Brolly and Hills, \{Samuel P.\} and Elizabeth Collins and Roberts, \{Andrew J.\} and Cheung, \{Wing Yee\} and Sophie Leonard and Bruno Verschuere and Stanley, \{Samantha K.\} and Iro Xenidou-Dervou and Omid Ghasemi and Timothy Liew and Daniel Ansari and Johnrev Guilaran and Penny, \{Samuel G.\} and Julia Bahnmueller and Hand, \{Christopher J.\} and Rahajeng, \{Unita W.\} and Dar Peterburg and Takacs, \{Zsofia K.\} and Platow, \{Michael J.\} and Field, \{Andy P.\}",

note = "Publisher Copyright: {\textcopyright} 2023 The authors.",

year = "2023",

doi = "10.5334/jopd.80",

language = "English",

volume = "11",

journal = "Journal of Open Psychology Data",

issn = "2050-9863",

number = "1",

}

Terry, J, Ross, RM, Nagy, T, Salgado, M, Garrido-Vásquez, P, Sarfo, JO, Cooper, S, Buttner, AC, Lima, TJS, Öztürk, İ, Akay, N, Santos, FH, Artemenko, C, Copping, LT, Elsherif, MM, Milovanović, I, Cribbie, RA, Drushlyak, MG, Swainston, K, Shou, Y, Leongómez, JD, Palena, N, Abidin, FA, Reyes-Rodríguez, MF, He, Y, Abraham, J, Vatakis, A, Jankowsky, K, Schmidt, SNL, Grimm, E, González, D, Schmid, P, Ferreira, RA, Rozgonjuk, D, Özhan, N, O’Connor, PA, Zsido, AN, Stiglic, G, Rhodes, D, Rodríguez, C, Ropovik, I, Enea, V, Nurwanti, R, Estudillo, AJ, Beribisky, N, Himawan, KK, Geven, LM, Van Hoogmoed, AH, Bret, A, Chapman, JE, Alter, U, Flack, ZM, Hanna, D, Soltanlou, M, Banik, G, Adamkovič, M, Van Der Ven, SHG, Mosbacher, JA, Şen, HH, Anderson, JR, Batashvili, M, De Groot, K, Parker, MO, Helmy, M, Ostroha, MM, Gilligan-Lee, KA, Egara, FO, Barwood, MJ, Thomas, K, McMahon, G , Griffin, SM, Nuerk, HC, Counsell, A, Lindemann, O, Van Rooy, D, Wege, TE, Lewis, JE, Aczel, B, Monaghan, C, Al-Hoorie, AH, Huber, JF, Yapan, S, Garrido Vásquez, ME, Callea, A, Ergiyen, T, Clay, JM, Mertens, G, Topçu, F, Tutlu, MG, Täht, K, Mikkor, K, Caso, L, Karner, A, Storm, MMC, Daroczy, G, Zein, RA, Greco, A, Buchanan, EM, Schmid, K, Hunt, TE, De Keersmaecker, J, Branney, PE, Randell, J, Clark, OJ, Steltenpohl, CN, Malu, B, Tekeş, B, Ramis, T, Agrigoroaei, S, Badcock, NA, McAloney-Kocaman, K, Semenikhina, OV, Graf, EW, Lea, C, Ogba, KTU, Guppy, FM, Warhurst, AC, Lindsay, S, Al Khateeb, A, Scharnowski, F, De Kwaadsteniet, L, Francis, KB, Lecompte, M, Webster, LAD, Morsanyi, K, Forwood, SE, Walters, ER, Tip, LK, Wagge, JR, Lai, HY, Crossland, DS, Darda, KM, Flack, TR, Leviston, Z, Brolly, M, Hills, SP, Collins, E, Roberts, AJ, Cheung, WY, Leonard, S, Verschuere, B, Stanley, SK, Xenidou-Dervou, I, Ghasemi, O, Liew, T, Ansari, D, Guilaran, J, Penny, SG, Bahnmueller, J, Hand, CJ, Rahajeng, UW, Peterburg, D, Takacs, ZK, Platow, MJ & Field, AP 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, vol. 11, no. 1, 8. https://doi.org/10.5334/jopd.80

TY - JOUR

T1 - Data from an International Multi-Centre Study of Statistics and Mathematics Anxieties and Related Variables in University Students (the SMARVUS Dataset)

AU - Terry, Jenny

AU - Ross, Robert M.

AU - Nagy, Tamás

AU - Salgado, Mauricio

AU - Garrido-Vásquez, Patricia

AU - Sarfo, Jacob O.

AU - Cooper, Susan

AU - Buttner, Anke C.

AU - Lima, Tiago J.S.

AU - Öztürk, İbrahim

AU - Akay, Nazli

AU - Santos, Flavia H.

AU - Artemenko, Christina

AU - Copping, Lee T.

AU - Elsherif, Mahmoud M.

AU - Milovanović, Ilija

AU - Cribbie, Robert A.

AU - Drushlyak, Marina G.

AU - Swainston, Katherine

AU - Shou, Yiyun

AU - Leongómez, Juan David

AU - Palena, Nicola

AU - Abidin, Fitri A.

AU - Reyes-Rodríguez, Maria F.

AU - He, Yunfeng

AU - Abraham, Juneman

AU - Vatakis, Argiro

AU - Jankowsky, Kristin

AU - Schmidt, Stephanie N.L.

AU - Grimm, Elise

AU - González, Desirée

AU - Schmid, Philipp

AU - Ferreira, Roberto A.

AU - Rozgonjuk, Dmitri

AU - Özhan, Neslihan

AU - O’Connor, Patrick A.

AU - Zsido, Andras N.

AU - Stiglic, Gregor

AU - Rhodes, Darren

AU - Rodríguez, Cristina

AU - Ropovik, Ivan

AU - Enea, Violeta

AU - Nurwanti, Ratri

AU - Estudillo, Alejandro J.

AU - Beribisky, Nataly

AU - Himawan, Karel K.

AU - Geven, Linda M.

AU - Van Hoogmoed, Anne H.

AU - Bret, Amélie

AU - Chapman, Jodie E.

AU - Alter, Udi

AU - Flack, Zoe M.

AU - Hanna, Donncha

AU - Soltanlou, Mojtaba

AU - Banik, Gabriel

AU - Adamkovič, Matúš

AU - Van Der Ven, Sanne H.G.

AU - Mosbacher, Jochen A.

AU - Şen, Hilal H.

AU - Anderson, Joel R.

AU - Batashvili, Michael

AU - De Groot, Kristel

AU - Parker, Matthew O.

AU - Helmy, Mai

AU - Ostroha, Mariia M.

AU - Gilligan-Lee, Katie A.

AU - Egara, Felix O.

AU - Barwood, Martin J.

AU - Thomas, Karuna

AU - McMahon, Grace

AU - Griffin, Siobhán M.

AU - Nuerk, Hans Christoph

AU - Counsell, Alyssa

AU - Lindemann, Oliver

AU - Van Rooy, Dirk

AU - Wege, Theresa E.

AU - Lewis, Joanna E.

AU - Aczel, Balazs

AU - Monaghan, Conal

AU - Al-Hoorie, Ali H.

AU - Huber, Julia F.

AU - Yapan, Saadet

AU - Garrido Vásquez, Mauricio E.

AU - Callea, Antonino

AU - Ergiyen, Tolga

AU - Clay, James M.

AU - Mertens, Gaetan

AU - Topçu, Feyza

AU - Tutlu, Merve G.

AU - Täht, Karin

AU - Mikkor, Kristel

AU - Caso, Letizia

AU - Karner, Alexander

AU - Storm, Maxine M.C.

AU - Daroczy, Gabriella

AU - Zein, Rizqy A.

AU - Greco, Andrea

AU - Buchanan, Erin M.

AU - Schmid, Katharina

AU - Hunt, Thomas E.

AU - De Keersmaecker, Jonas

AU - Branney, Peter E.

AU - Randell, Jordan

AU - Clark, Oliver J.

AU - Steltenpohl, Crystal N.

AU - Malu, Bhasker

AU - Tekeş, Burcu

AU - Ramis, Tamilselvan

AU - Agrigoroaei, Stefan

AU - Badcock, Nicholas A.

AU - McAloney-Kocaman, Kareena

AU - Semenikhina, Olena V.

AU - Graf, Erich W.

AU - Lea, Charlie

AU - Ogba, Kalu T.U.

AU - Guppy, Fergus M.

AU - Warhurst, Amy C.

AU - Lindsay, Shane

AU - Al Khateeb, Ahmed

AU - Scharnowski, Frank

AU - De Kwaadsteniet, Leontien

AU - Francis, Kathryn B.

AU - Lecompte, Mariah

AU - Webster, Lisa A.D.

AU - Morsanyi, Kinga

AU - Forwood, Suzanna E.

AU - Walters, Elizabeth R.

AU - Tip, Linda K.

AU - Wagge, Jordan R.

AU - Lai, Ho Yan

AU - Crossland, Deborah S.

AU - Darda, Kohinoor M.

AU - Flack, Tessa R.

AU - Leviston, Zoe

AU - Brolly, Matthew

AU - Hills, Samuel P.

AU - Collins, Elizabeth

AU - Roberts, Andrew J.

AU - Cheung, Wing Yee

AU - Leonard, Sophie

AU - Verschuere, Bruno

AU - Stanley, Samantha K.

AU - Xenidou-Dervou, Iro

AU - Ghasemi, Omid

AU - Liew, Timothy

AU - Ansari, Daniel

AU - Guilaran, Johnrev

AU - Penny, Samuel G.

AU - Bahnmueller, Julia

AU - Hand, Christopher J.

AU - Rahajeng, Unita W.

AU - Peterburg, Dar

AU - Takacs, Zsofia K.

AU - Platow, Michael J.

AU - Field, Andy P.

PY - 2023

Y1 - 2023

N2 - 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.

AB - 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.

KW - Statistics

KW - anxiety

KW - education

KW - jangle, fallacy

KW - mathematics

UR - https://www.scopus.com/pages/publications/85176239315

U2 - 10.5334/jopd.80

DO - 10.5334/jopd.80

M3 - Article

AN - SCOPUS:85176239315

SN - 2050-9863

VL - 11

JO - Journal of Open Psychology Data

JF - Journal of Open Psychology Data

IS - 1

M1 - 8

ER -

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

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