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Effects of data visualization exercises on data analysis and measurement skills, attitudes towards mathematics, and computer self-efficacy

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Journal of Technology Integration in the Classroom, 4 (3): 13 – 23 (2012)

Аннотация

This study investigated the effects of data visualization exercises on middle school students’ attitudes towards mathematics, computer self-efficacy, and data analysis and measurement skills. Thirty-nine middle school students from one Title 1 school in the southeastern United States were recruited. Students participated in a pre-test and post-test design with 9-weeks of the data visualization exercises. The students’ gender, socio-economic status (SES), and ethnicity were examined as moderating variables. ANOVA detected significant and positive changes in students’ data analysis and measurement skills. However, there was no significant change in students’ attitudes towards mathematics and computer self-efficacy. A students’ gender and ethnicity did not significantly interact with any of the criterion measures. A discussion is provided.

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