A study of factors and their influence on mathematics-related beliefs and performance in Turkey

Mehmet Ali Kandemir, Nurullah Eryilmaz, Mack Shelley
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Abstract

The present study endeavors to uncover the intricate nexus among pertinent variables, including self-efficacy, perceived usefulness, parental education levels, and gender, and their relationship with mathematics performance. To achieve this objective, several hypotheses were tested, and a path model was estimated. The study cohort comprised 117 8th-grade students (64 females, 53 males) enrolled in a secondary school in Turkey. Results, in general, supported research hypotheses and the path model. Males' mathematics self-efficacy was found to be higher than females. No significant gender difference was found in the mathematics performance score in the initial analysis. Nevertheless, gender made a significant contribution to the prediction of mathematics performance beyond the effects of other variables in the hierarchical regression analysis. Consistent with theoretical predictions, females' mathematics self-efficacy expectations were unrealistically low compared to males. However, the effect of self-efficacy on performance was found to be invariant across gender. Perceived usefulness was found to be moderately correlated with performance but made little contribution to the prediction of performance above and beyond the effects of other variables.
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土耳其数学相关信念和成绩的影响因素研究
本研究试图揭示自我效能感、感知有用性、父母教育水平和性别等相关变量之间错综复杂的关系,以及它们与数学成绩之间的关系。为了实现这一目标,研究人员对几个假设进行了检验,并估计了一个路径模型。研究对象包括土耳其一所中学的 117 名八年级学生(64 名女生,53 名男生)。研究结果总体上支持研究假设和路径模型。男性的数学自我效能感高于女性。在初步分析中,数学成绩得分没有发现明显的性别差异。尽管如此,在分层回归分析中,性别对数学成绩的预测作用明显超过了其他变量的影响。与理论预测一致,与男生相比,女生的数学自我效能感期望值低得不切实际。然而,研究发现,自我效能对成绩的影响在不同性别间是不变的。研究发现,"感知有用性 "与学习成绩呈中度相关,但在预测学习成绩时,其作用远远小于其他变量的作用。
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