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http://dx.doi.org/10.7468/mathedu.2016.55.4.447

A longitudinal analysis on trend of mathematical affective domain  

Kim, Hyunju (The Graduate School of Korea National University of Education)
Kim, Won Kyung (Korea National University of Education)
Publication Information
The Mathematical Education / v.55, no.4, 2016 , pp. 447-465 More about this Journal
Abstract
The purpose of this study is to analyze longitudinal trends of students' mathematical affective domain by use of the data mining method. For this purpose, we used the Korea education longitudinal study(KELS 2005) which was the survey data for students' achievement test, affective domain test, teachers' evaluation, and parents' evaluation from $7^{th}$ grader in the year of 2005 to $11^{th}$ grader in the year of 2010. Subjects of this study is a total of 5040 students who answered to the mathematical affective domain survey in KELS 2005. The result findings are as follows. First, students' affective domain had changed negatively as they went up to higher grade. Second, if students' affective domain had built at a certain level in $7^{th}$ grade, the level did not change easily until $11^{th}$ grade. Third, major factors of students' affective domain were shown to be self-efficacy, intrinsic motivation, efforts and patient, and time management.
Keywords
Longitudinal analysis; affective domain; data mining;
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Times Cited By KSCI : 10  (Citation Analysis)
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