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’ psychometric properties across different languages and contexts.

Metadata

Item Type:	Article
Authors/Creators:	Terry, J https://orcid.org/0000-0002-6843-7116 Ross, RM https://orcid.org/0000-0001-8711-1675 Nagy, T https://orcid.org/0000-0001-5244-0356 Salgado, M https://orcid.org/0000-0002-8108-6154 Garrido-Vásquez, P https://orcid.org/0000-0002-9561-8983 Sarfo, JO https://orcid.org/0000-0003-2859-7278 Cooper, S https://orcid.org/0000-0003-1211-6214 Buttner, AC https://orcid.org/0000-0001-7449-4777 Lima, TJS https://orcid.org/0000-0001-8840-4285 Öztürk, İ https://orcid.org/0000-0002-5113-1225 Akay, N https://orcid.org/0000-0002-4470-219X Santos, FH https://orcid.org/0000-0003-2592-9038 Artemenko, C https://orcid.org/0000-0001-5947-7960 Copping, LT https://orcid.org/0000-0003-3252-0353 Elsherif, MM https://orcid.org/0000-0002-0540-3998 Milovanović, I https://orcid.org/0000-0001-5560-8695 Cribbie, RA https://orcid.org/0000-0002-9247-497X Drushlyak, MG https://orcid.org/0000-0002-9648-2248 Swainston, K https://orcid.org/0000-0002-6548-7441 Shou, Y https://orcid.org/0000-0002-7386-0031 Leongómez, JD https://orcid.org/0000-0002-0092-6298 Palena, N https://orcid.org/0000-0002-2746-1208 Abidin, FA https://orcid.org/0000-0002-2755-9651 Reyes-Rodríguez, MF https://orcid.org/0000-0002-2645-5092 He, Y Abraham, J https://orcid.org/0000-0003-0232-2735 Vatakis, A https://orcid.org/0000-0002-6545-376X Jankowsky, K https://orcid.org/0000-0002-4847-0760 Schmidt, SNL https://orcid.org/0000-0003-1579-5881 Grimm, E https://orcid.org/0000-0002-2508-1228 González, D https://orcid.org/0000-0003-3462-1254 Schmid, P https://orcid.org/0000-0003-2966-0806 Ferreira, RA https://orcid.org/0000-0002-2097-5759 Rozgonjuk, D https://orcid.org/0000-0002-1612-2040 Özhan, N https://orcid.org/0000-0001-8648-2458 O’Connor, PA https://orcid.org/0000-0003-0936-0478 Zsido, AN https://orcid.org/0000-0003-0506-6861 Stiglic, G https://orcid.org/0000-0002-0183-8679 Rhodes, D https://orcid.org/0000-0001-5859-4567 Rodríguez, C https://orcid.org/0000-0001-9929-9767 Ropovik, I https://orcid.org/0000-0001-5222-1233 Enea, V https://orcid.org/0000-0003-3789-2017 Nurwanti, R https://orcid.org/0000-0003-2793-9870 Estudillo, AJ https://orcid.org/0000-0002-7760-318X Beribisky, N https://orcid.org/0000-0002-1081-0125 Himawan, KK https://orcid.org/0000-0003-4778-7325 Geven, LM https://orcid.org/0000-0001-5075-5223 Van Hoogmoed, AH https://orcid.org/0000-0001-9038-9993 Bret, A https://orcid.org/0000-0002-9129-0415 Chapman, JE https://orcid.org/0000-0002-1094-6196 Alter, U https://orcid.org/0000-0003-3133-839X Flack, ZM https://orcid.org/0000-0001-8123-5589 Hanna, D https://orcid.org/0000-0003-3382-4842 Soltanlou, M https://orcid.org/0000-0003-1959-1384 Banik, G https://orcid.org/0000-0002-6601-3619 Adamkovič, M https://orcid.org/0000-0002-9648-9108 Van der Ven, SHG https://orcid.org/0000-0002-4761-0741 Mosbacher, JA https://orcid.org/0000-0001-8507-9966 Şen, HH https://orcid.org/0000-0002-9877-5108 Anderson, JR https://orcid.org/0000-0003-3649-2003 Batashvili, M https://orcid.org/0000-0003-4328-6312 De Groot, K https://orcid.org/0000-0003-1123-3056 Parker, MO https://orcid.org/0000-0002-7172-5231 Helmy, M https://orcid.org/0000-0002-7649-1358 Ostroha, MM https://orcid.org/0000-0003-0044-8801 Gilligan-Lee, KA https://orcid.org/0000-0002-5406-2149 Egara, FO https://orcid.org/0000-0002-6249-9615 Barwood, MJ https://orcid.org/0000-0002-1409-2191 Thomas, K https://orcid.org/0000-0002-2082-5523 McMahon, G https://orcid.org/0000-0002-3563-5888 Griffin, SM https://orcid.org/0000-0002-3613-2844 Nuerk, H-C https://orcid.org/0000-0002-0331-7498 Counsell, A https://orcid.org/0000-0001-9449-6630 Lindemann, O https://orcid.org/0000-0003-3789-5373 Van Rooy, D https://orcid.org/0000-0003-2525-5408 Wege, TE https://orcid.org/0000-0002-6201-4104 Lewis, JE https://orcid.org/0000-0003-0974-2230 Aczel, B https://orcid.org/0000-0001-9364-4988 Monaghan, C https://orcid.org/0000-0003-2949-5038 Al-Hoorie, AH https://orcid.org/0000-0003-3810-5978 Huber, JF https://orcid.org/0009-0006-0505-240X Yapan, S https://orcid.org/0000-0002-1772-7324 Garrido Vásquez, ME https://orcid.org/0000-0001-6451-4308 Callea, A https://orcid.org/0000-0002-9984-6123 Ergiyen, T https://orcid.org/0000-0002-5892-0198 Clay, JM https://orcid.org/0000-0002-3392-5099 Mertens, G https://orcid.org/0000-0003-1923-6657 Topçu, F https://orcid.org/0000-0002-5853-2670 Tutlu, MG https://orcid.org/0000-0003-4225-7982 Täht, K https://orcid.org/0000-0001-8719-0924 Mikkor, K Caso, L https://orcid.org/0000-0001-9703-903X Karner, A https://orcid.org/0000-0001-5000-3195 Storm, MMC https://orcid.org/0000-0002-8847-8310 Daroczy, G https://orcid.org/0000-0002-7154-4940 Zein, RA https://orcid.org/0000-0001-7840-0299 Greco, A https://orcid.org/0000-0002-8086-2801 Buchanan, EM https://orcid.org/0000-0002-9689-4189 Schmid, K https://orcid.org/0000-0001-6018-9245 Hunt, TE https://orcid.org/0000-0001-5769-1154 De keersmaecker, J https://orcid.org/0000-0002-8062-7422 Branney, PE https://orcid.org/0000-0002-2084-461X Randell, J https://orcid.org/0000-0002-5451-1186 Clark, OJ https://orcid.org/0000-0002-1294-7360 Steltenpohl, CN https://orcid.org/0000-0001-5049-9354 Malu, B https://orcid.org/0000-0002-2592-6972 Tekeş, B https://orcid.org/0000-0002-6601-1023 Ramis, T https://orcid.org/0000-0003-3646-984X Agrigoroaei, S https://orcid.org/0000-0002-4935-688X Badcock, NA https://orcid.org/0000-0001-6862-4694 McAloney-Kocaman, K https://orcid.org/0000-0003-4561-9619 Semenikhina, OV https://orcid.org/0000-0002-3896-8151 Graf, EW https://orcid.org/0000-0002-3162-4233 Lea, C https://orcid.org/0000-0003-3271-2769 Ogba, KTU https://orcid.org/0000-0003-0018-9029 Guppy, FM https://orcid.org/0000-0002-8526-9169 Warhurst, AC https://orcid.org/0000-0002-9828-2127 Lindsay, S https://orcid.org/0000-0002-0068-3468 Al Khateeb, A https://orcid.org/0000-0003-4196-5338 Scharnowski, F https://orcid.org/0000-0002-9973-2521 De Kwaadsteniet, L https://orcid.org/0000-0002-0988-8523 Francis, KB https://orcid.org/0000-0002-3875-8904 Lecompte, M https://orcid.org/0000-0001-5231-4210 Webster, LAD https://orcid.org/0000-0002-2269-4942 Morsanyi, K https://orcid.org/0000-0002-7550-1454 Forwood, SE https://orcid.org/0000-0002-8406-5121 Walters, ER https://orcid.org/0000-0003-4009-3996 Tip, LK https://orcid.org/0000-0002-2973-4046 Wagge, JR https://orcid.org/0000-0002-5105-2084 Lai, HY Crossland, DS https://orcid.org/0000-0002-8968-2073 Darda, KM https://orcid.org/0000-0002-2692-7360 Flack, TR https://orcid.org/0000-0002-4115-4466 Leviston, Z https://orcid.org/0000-0002-4969-7916 Brolly, M https://orcid.org/0000-0002-3576-9675 Hills, SP https://orcid.org/0000-0002-8622-4333 Collins, E https://orcid.org/0000-0002-2707-4646 Roberts, AJ https://orcid.org/0000-0002-8058-299X Cheung, W-Y https://orcid.org/0000-0003-2395-1872 Leonard, S https://orcid.org/0000-0002-2846-5366 Verschuere, B https://orcid.org/0000-0002-6161-4415 Stanley, SK https://orcid.org/0000-0002-1272-5768 Xenidou-Dervou, I https://orcid.org/0000-0002-1511-6191 Ghasemi, O https://orcid.org/0000-0001-7511-5580 Liew, T Ansari, D https://orcid.org/0000-0002-7625-618X Guilaran, J https://orcid.org/0000-0001-6607-8001 Penny, SG https://orcid.org/0000-0002-7485-7897 Bahnmueller, J https://orcid.org/0000-0001-9207-5074 Hand, CJ https://orcid.org/0000-0002-1536-4005 Rahajeng, UW https://orcid.org/0000-0002-6911-4861 Peterburg, D Takacs, ZK https://orcid.org/0000-0003-0190-0628 Platow, MJ https://orcid.org/0000-0002-1721-0827 Field, AP https://orcid.org/0000-0003-3306-4695
Copyright, Publisher and Additional Information:	© 2023 The Author(s). This is an open-access article distributed under the terms of the Creative Commons Attribution 4.0 International License (CC-BY 4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. See http://creativecommons.org/licenses/by/4.0/.
Keywords:	Statistics, mathematics, anxiety, education, jangle fallacy
Dates:	Published: 29 May 2023 Published (online): 29 May 2023
Institution:	The University of Leeds
Academic Units:	The University of Leeds > Faculty of Environment (Leeds) > Institute for Transport Studies (Leeds) > ITS: Safety and Technology (Leeds)
Depositing User:	Symplectic Publications
Date Deposited:	26 Jul 2023 13:15
Last Modified:	21 Aug 2023 10:55
Published Version:	https://openpsychologydata.metajnl.com/articles/10...
Status:	Published
Publisher:	Ubiquity Press
Identification Number:	10.5334/jopd.80
Open Archives Initiative ID (OAI ID):	oai:eprints.whiterose.ac.uk:199721

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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)

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