Related Experiment Video
Updated: Jun 20, 2026

Evaluating Usability Aspects of a Mixed Reality Solution for Immersive Analytics in Industry 4.0 Scenarios
Published on: October 6, 2020
Differences in university students' attitudes and anxiety about statistics
1Faculty of Humanities, Tshwane University of Technology, Private Bag X680, Pretoria 0001, South Africa. mjia@tut.ac.za
Abstract:
The Statistics Anxiety Rating Scale and the Attitudes Toward Statistics questionnaire were administered to 226 university of technology students. The former scale measures anxiety about learning statistics in terms of Worth of Statistics, Interpretation Anxiety, Test and Class Anxiety, Computational Self-concept, Fear of Asking for Help, and Fear of Statistics Teachers. The latter measures attitudes toward use of statistics and statistics course for which a student was registered. These African students were enrolled in Taxation, Marketing, or Accounting. Participants took a required course in statistics intended to improve statistical skills. There were 150 women and 57 men, chosen because they had no previous mathematics learning. Students' ages ranged between 16 and 26 years (M = 20.1, SD = 2.0). There were no statistically significant sex differences on attitudes and anxiety toward statistics, but there were significant differences among areas of study programs.
Related Concept Videos
Surveys
One-Way ANOVA: Equal Sample Sizes
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
Reliability and Validity
Introduction to Statistics
In statistics, the collection of individuals or objects under study is called population. The idea of sampling is to select a portion of the larger population...
Comparing Experimental Results: Student's t-Test
One-Way ANOVA: Unequal Sample Sizes