Malaysian Journal of Mathematical Sciences, August 2016, Vol. 10(S)
Special Issue: The 7th International Conference on Research and Education in Mathematics (ICREM7)
Confirmatory Model of Mathematics Self-Efficacy, Problem Solving Skills and Prior Knowledge on Mathematics Achievement: A Structural Equation Model
Hajar Kamalimoghaddam, Rohani Ahmad Tarmizi, Ahmad Fauzi Mohd Ayub, and Wan Marzuki Wan Jaafar
Corresponding Email: n.kamalimoghadam@gmail.com
Received date: -
Accepted date: -
Abstract:
The purpose of the current study was to determine the effects of mathematical problem solving skills and prior mathematics knowledge on
mathematics achievement and mathematics self-efficacy. Also, the effect of mathematics self-efficacy on mathematics achievement was demonstrated. The subjects of the study were middle school students (males and females) of the academic year 2013. 400 of 8th graders were selected from four public schools of Shiraz in Iran. A two-stage Cluster Random Sampling Method was utilized. The structural Equation Model was used to analyze the data. The estimate of the Structural Equation Model revealed that mathematical problem solving skills and prior mathematics knowledge had a direct and an indirect effect through mathematics self-efficacy on mathematics achievement. The high goodness-of-fit indices that model had a good fit to the given data (χ2=2.520 < 5). Additionally, Confirmatory Factor Analysis was used for validity and reliability of instruments. The results showed the Construct Reliability value for all of subscales were more than .70. Furthermore, the finding of this study indicated the significant relationship between predictor's variables (problem solving skills, prior mathematics knowledge), mathematics self-efficacy as mediator, and mathematics achievement as criterion variable. The findings
supported the hypothesized role of self-efficacy in Bandura's (1986) social cognitive theory and Schoenfeld's (1985) mathematical problem
solving theory. This study hopes to accomplish a perfect framework for educators, students, and the Ministry of Education. The obtained results of the current study will bring advantages to the researchers and educators.
Keywords: Mathematics Self-efficacy, Problem Solving Skills, prior knowledge, Structural Equation Model (SEM), Confirmatory Factor Analysis (CFA), Mathematics Achievement
Indexing
