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

Journal article


Terry, J., Ross, R. M., Nagy, T., Salgado, M., Garrido-Vasquez, P., Sarfo, J. O., Cooper, S., Buttner, A. C., Lima, T. J. S., Ozturk, I., Akay, N., Santos, F. H., Artemenko, C., Copping, L. T., Elsherif, M. M., Milovanovic, I., Cribbie, R. A., Drushlyak, M. G., Swainston, K., Shou, Y., Leongomez, J. D., Palena, N., Abidin, F. A., Reyes-Rodriguez, M. F., He, Y., Abraham, J., Vatakis, A., Jankowsky, K., Schmidt, S. N. L., Grimm, E., Gonzalez, D., Schmid, P., Ferreira, R. A., Rozgonjuk, D., Ozhan, N., O'Connor, P. A., Zsido, A. N., Stiglic, G., Rhodes, D., Rodriguez, C., Ropovik, I., Enea, V., Nurwanti, R., Estudillo, A. J., Beribisky, N., Himawan, K. K., Geven, L. M., van Hoogmoed, A. H., Bret, A., Chapman, J. E., Alter, U., Flack, T. R., Hanna, D., Soltanlou, M., Banik. G., Adamkovic, M., van der Ven, S. H. G., Mosbacher, J. A., Sen, H. H., Anderson, J. R., Batashvili, M., de Groot, K., Parker, M. O., Helmy, M., Ostroha, M. M., Gilligan-Lee, K. A., Egara, F. O., Barwood, M. J., Thomas, K., McMahon, G., Griffin, S. M., Nuerk, H-G., Counsell, A., Lindemann, O., Van Rooy, D., Wege, T. E., Lewis, J. E., Aczel, B., Mohoghan, C., Al-Hoorie, A. H., Huber, J. F., Yapan, S., Garrido- Vásquez, M. E., Callea, A., Ergiyen, T., Clay, J., Mertens, G., Topçu, F., Tutlu, M., Täht, K., Mikkor, K., Caso, L., Karner, A., Storm, M. M. C., Daroczy, G., Zein, R. A., Greco, A., Buchanan, E. M., Schmid, K., Hunt, T., De keersmaecker, J., Branney, P. E., Randell, J., Clark, O. J., Steltenpohl, C. N., Malu, B., Tekeş, B., Ramis, T., Agrigoroaei,, S., Badcock, N., McAloney-Kocaman, K., Semenikhina, O. V., Graf, E. W., Lea, C., Guppy, F. M., Warhurst, A. C., Lindsay, S., Al Khateeb, A., Scharnowski, F., de Kwaadsteniet, L. F., Francis, K. B., Lecompte, M., Webster, L. A. D., Morsanyi, K., Forwood, S. E., Walters, E. R., Tip, L. K., Wagge, J. R., Lai, H. Y., Crossland, D. S., Darda, K. M., Flack, Z. M., Leviston, Z., Brolly, M., Hills, S. P., Collins, E., Roberts, A. J., Cheung, W., Leonard, S., Verschuere, B., Stanley, S. K., Xenidou-Dervou, I., Ghasemi, O., Liew, T., Ansari, D., Guilaran, J., Penny, S. G., Bahnmueller, J., Hand, C. J., Rahajeng, U. W., Peterburg, D., Takacs, Z. K., Platow, M. J and Field, A. P. 2022. 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), pp. 1-25. https://doi.org/10.5334/jopd.80
AuthorsTerry, J., Ross, R. M., Nagy, T., Salgado, M., Garrido-Vasquez, P., Sarfo, J. O., Cooper, S., Buttner, A. C., Lima, T. J. S., Ozturk, I., Akay, N., Santos, F. H., Artemenko, C., Copping, L. T., Elsherif, M. M., Milovanovic, I., Cribbie, R. A., Drushlyak, M. G., Swainston, K., Shou, Y., Leongomez, J. D., Palena, N., Abidin, F. A., Reyes-Rodriguez, M. F., He, Y., Abraham, J., Vatakis, A., Jankowsky, K., Schmidt, S. N. L., Grimm, E., Gonzalez, D., Schmid, P., Ferreira, R. A., Rozgonjuk, D., Ozhan, N., O'Connor, P. A., Zsido, A. N., Stiglic, G., Rhodes, D., Rodriguez, C., Ropovik, I., Enea, V., Nurwanti, R., Estudillo, A. J., Beribisky, N., Himawan, K. K., Geven, L. M., van Hoogmoed, A. H., Bret, A., Chapman, J. E., Alter, U., Flack, T. R., Hanna, D., Soltanlou, M., Banik. G., Adamkovic, M., van der Ven, S. H. G., Mosbacher, J. A., Sen, H. H., Anderson, J. R., Batashvili, M., de Groot, K., Parker, M. O., Helmy, M., Ostroha, M. M., Gilligan-Lee, K. A., Egara, F. O., Barwood, M. J., Thomas, K., McMahon, G., Griffin, S. M., Nuerk, H-G., Counsell, A., Lindemann, O., Van Rooy, D., Wege, T. E., Lewis, J. E., Aczel, B., Mohoghan, C., Al-Hoorie, A. H., Huber, J. F., Yapan, S., Garrido- Vásquez, M. E., Callea, A., Ergiyen, T., Clay, J., Mertens, G., Topçu, F., Tutlu, M., Täht, K., Mikkor, K., Caso, L., Karner, A., Storm, M. M. C., Daroczy, G., Zein, R. A., Greco, A., Buchanan, E. M., Schmid, K., Hunt, T., De keersmaecker, J., Branney, P. E., Randell, J., Clark, O. J., Steltenpohl, C. N., Malu, B., Tekeş, B., Ramis, T., Agrigoroaei,, S., Badcock, N., McAloney-Kocaman, K., Semenikhina, O. V., Graf, E. W., Lea, C., Guppy, F. M., Warhurst, A. C., Lindsay, S., Al Khateeb, A., Scharnowski, F., de Kwaadsteniet, L. F., Francis, K. B., Lecompte, M., Webster, L. A. D., Morsanyi, K., Forwood, S. E., Walters, E. R., Tip, L. K., Wagge, J. R., Lai, H. Y., Crossland, D. S., Darda, K. M., Flack, Z. M., Leviston, Z., Brolly, M., Hills, S. P., Collins, E., Roberts, A. J., Cheung, W., Leonard, S., Verschuere, B., Stanley, S. K., Xenidou-Dervou, I., Ghasemi, O., Liew, T., Ansari, D., Guilaran, J., Penny, S. G., Bahnmueller, J., Hand, C. J., Rahajeng, U. W., Peterburg, D., Takacs, Z. K., Platow, M. J and Field, A. P.
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/].

KeywordsStatistics; mathematics; education; anxiety; jangle fallacy
Year2022
JournalJournal of Open Psychology Data
Journal citation11 (1), pp. 1-25
PublisherUbiquity Press
ISSN2050-9863
Digital Object Identifier (DOI)https://doi.org/10.5334/jopd.80
Web address (URL)https://openpsychologydata.metajnl.com/articles/10.5334/jopd.80
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Open
Output statusPublished
Publication dates
Online29 May 2023
Publication process dates
Deposited20 Jun 2023
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