Published May 29, 2023 | Version v1
Publication Open

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

Creators

  • 1. Universidad Andrés Bello
  • 2. University of Cape Coast
  • 3. Kingston University
  • 4. Universidade de Brasília
  • 5. Middle East Technical University
  • 6. Teesside University
  • 7. University of Birmingham
  • 8. University of Novi Sad
  • 9. Sumy State A.S.Makarenko Pedagogical University
  • 10. Newcastle University
  • 11. Australian National University
  • 12. National University Health System
  • 13. National University of Singapore
  • 14. Universidad El Bosque
  • 15. Padjadjaran University
  • 16. Universidad de Los Andes
  • 17. University of Tübingen
  • 18. Binus University
  • 19. Panteion University
  • 20. University of Kassel
  • 21. University of Konstanz
  • 22. Universidad de La Laguna
  • 23. University of Erfurt
  • 24. Bernhard Nocht Institute for Tropical Medicine
  • 25. Czech Academy of Sciences, Institute of Mathematics
  • 26. University of Tartu
  • 27. University of Ulm
  • 28. Institute of Psychology, Chinese Academy of Sciences
  • 29. University of Pecs
  • 30. University of Maribor
  • 31. University of Edinburgh
  • 32. Nottingham Trent University
  • 33. Catholic University of the Maule
  • 34. Millennium Science Initiative
  • 35. Institute for Research and Development
  • 36. Charles University
  • 37. University of Prešov
  • 38. Alexandru Ioan Cuza University
  • 39. Bournemouth University
  • 40. University of Nottingham
  • 41. York University
  • 42. Pelita Harapan University
  • 43. Institute of Criminology
  • 44. Leiden University
  • 45. University of Amsterdam
  • 46. Laboratoire de Psychologie des Pays de la Loire
  • 47. Australian Catholic University
  • 48. Toronto Metropolitan University
  • 49. Queen's University Belfast
  • 50. University of Surrey
  • 51. MIND Research Institute
  • 52. Western Caspian University
  • 53. Slovak Academy of Sciences
  • 54. University of Jyväskylä
  • 55. Czech Academy of Sciences, Institute of Psychology
  • 56. University of Graz
  • 57. MEF University
  • 58. University of Akureyri
  • 59. Australian Centre for Sexual Health
  • 60. Erasmus University Rotterdam
  • 61. University of Portsmouth
  • 62. Sultan Qaboos University
  • 63. Menoufia University
  • 64. University College Dublin
  • 65. University of Nigeria
  • 66. Leeds Trinity University
  • 67. University of Limerick
  • 68. University of Northern Colorado
  • 69. Eötvös Loránd University
  • 70. University of Concepción
  • 71. İzmir University of Economics
  • 72. Tilburg University
  • 73. Hasan Kalyoncu University
  • 74. Libera Università Maria SS. Assunta
  • 75. University of Vienna
  • 76. Airlangga University
  • 77. University of Bergamo
  • 78. Harrisburg University of Science and Technology
  • 79. Universitat Ramon Llull
  • 80. University of Derby

Description

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/].

⚠️ This is an automatic machine translation with an accuracy of 90-95%

Translated Description (Arabic)

تحتوي مجموعة البيانات الدولية الكبيرة هذه على ردود استقصائية من 12570 طالبًا من 100 جامعة في 35 دولة، تم جمعها بـ 21 لغة. قمنا بقياس المخاوف (الإحصاء، والرياضيات، والاختبار، والسمة، والتفاعل الاجتماعي، والأداء، والإبداع، وعدم التسامح مع عدم اليقين، والخوف من التقييم السلبي)، والكفاءة الذاتية، والمثابرة، واختبار التفكير المعرفي، وجمعنا التركيبة السكانية، ودرجات الرياضيات السابقة، ودرجات الإحصاء المبلغ عنها ذاتيًا والرسمية، وتفاصيل وحدة الإحصاء. إمكانات إعادة استخدام البيانات واسعة، بما في ذلك اختبار الروابط بين المخاوف وعوامل تعليم الإحصاء/الرياضيات، وفحص الخصائص النفسية للأدوات عبر لغات وسياقات مختلفة. يتم تخزين البيانات والبيانات الوصفية على موقع إطار العلوم المفتوحة [https://osf.io/mhg94/].

Translated Description (French)

Ce vaste ensemble de données internationales contient les réponses à l'enquête de N = 12 570 étudiants de 100 universités dans 35 pays, recueillies en 21 langues. Nous avons mesuré les angoisses (statistiques, mathématiques, test, trait, interaction sociale, performance, créativité, intolérance à l'incertitude et peur de l'évaluation négative), l'auto-efficacité, la persistance et le test de réflexion cognitive, et recueilli des données démographiques, des notes mathématiques antérieures, des notes de statistiques auto-déclarées et officielles et des détails du module de statistiques. Le potentiel de réutilisation des données est large, notamment en testant les liens entre les angoisses et les facteurs d'éducation statistique/mathématique, et en examinant les propriétés psychométriques des instruments dans différentes langues et contextes. Les données et les métadonnées sont stockées sur le site Web de l'Open Science Framework [https://osf.io/mhg94/].

Translated Description (Spanish)

Este gran conjunto de datos internacionales contiene respuestas de encuestas de N = 12,570 estudiantes de 100 universidades en 35 países, recopiladas en 21 idiomas. Medimos las ansiedades (estadísticas, matemáticas, pruebas, rasgos, interacción social, rendimiento, creatividad, intolerancia a la incertidumbre y miedo a la evaluación negativa), la autoeficacia, la persistencia y la prueba de reflexión cognitiva, y recopilamos datos demográficos, calificaciones de matemáticas anteriores, calificaciones de estadísticas autoinformadas y oficiales y detalles del módulo de estadísticas. El potencial de reutilización de datos es amplio, lo que incluye probar los vínculos entre las ansiedades y los factores de educación estadística/matemática, y examinar las propiedades psicométricas de los instrumentos en diferentes idiomas y contextos. Los datos y metadatos se almacenan en el sitio web de Open Science Framework [https://osf.io/mhg94/].

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Additional details

Additional titles

Translated title (Arabic)
بيانات من دراسة دولية متعددة المراكز للإحصاء والرياضيات والمتغيرات ذات الصلة لدى طلاب الجامعات (مجموعة بيانات SMARVUS)
Translated title (French)
Données d'une étude internationale multicentrique sur les inquiétudes statistiques et mathématiques et les variables connexes chez les étudiants universitaires (l'ensemble de données SMARVUS)
Translated title (Spanish)
Datos de un estudio internacional multicéntrico de ansiedades estadísticas y matemáticas y variables relacionadas en estudiantes universitarios (el conjunto de datos SMARVUS)

Identifiers

Other
https://openalex.org/W4378716213
DOI
10.5334/jopd.80

Is supplement to
https://openalex.org/W610919904 (Other)
https://openalex.org/W4244887351 (Other)
https://openalex.org/W3183948672 (Other)
https://openalex.org/W3173606202 (Other)
https://openalex.org/W3110381201 (Other)
https://openalex.org/W2948807893 (Other)
https://openalex.org/W2778153218 (Other)
https://openalex.org/W2758277628 (Other)
https://openalex.org/W2748952813 (Other)
https://openalex.org/W1531601525 (Other)

GreSIS Basics Section

Is Global South Knowledge
Yes
Country
China

References

  • https://openalex.org/W1046275439
  • https://openalex.org/W1581215168
  • https://openalex.org/W1974382475
  • https://openalex.org/W1989087785
  • https://openalex.org/W2021644700
  • https://openalex.org/W2022306861
  • https://openalex.org/W2024509488
  • https://openalex.org/W2029246179
  • https://openalex.org/W2031395319
  • https://openalex.org/W2042236540
  • https://openalex.org/W2042995780
  • https://openalex.org/W2043935241
  • https://openalex.org/W2044055602
  • https://openalex.org/W2044579939
  • https://openalex.org/W2051045414
  • https://openalex.org/W2086696638
  • https://openalex.org/W2088476684
  • https://openalex.org/W2091319008
  • https://openalex.org/W2109638824
  • https://openalex.org/W2116323796
  • https://openalex.org/W2144981148
  • https://openalex.org/W2152282577
  • https://openalex.org/W2161080627
  • https://openalex.org/W2161542349
  • https://openalex.org/W2221306569
  • https://openalex.org/W2482425631
  • https://openalex.org/W2551040688
  • https://openalex.org/W2900124487
  • https://openalex.org/W2950544574
  • https://openalex.org/W2985069166
  • https://openalex.org/W3007174918
  • https://openalex.org/W3167408896
  • https://openalex.org/W3206054460
  • https://openalex.org/W4214669840
  • https://openalex.org/W4241727644