How do students' attitudes and mathematics teachers' self-efficacy impact students' achievement in mathematics?

Joseph Andoh Fordjour, Philemon Mgnabil Tijotob, Richmond Adu - Gyamfi, Romuald Koffi Mifetu
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Abstract

Background: Mathematics holds a critical position within educational systems worldwide due to its extensive applications. At Dadieso Senior High School in Ghana, students consistently demonstrate low performance in mathematics, necessitating an investigation into potential determinants of academic achievement.Aim: This study aims to examine the impact of students' attitudes towards mathematics and the self-efficacy of mathematics teachers on students' mathematical achievements.Method: A descriptive-correlational research design was adopted, employing quantitative methods to analyze the relationships between students' attitudes, teachers' self-efficacy, and students' academic performance. The study sampled 218 students and 7 teachers, utilizing the Attitude towards Mathematics Inventory (ATMI), the Teacher Self-Efficacy Scale (TSES), and a Mathematics Achievement Test (MAT) for data collection.Results: The analysis revealed a moderate positive correlation between students' attitudes towards mathematics and their academic performance, indicating that positive attitudes are linked to better outcomes. Furthermore, a significant, albeit smaller, positive correlation was identified between teachers' self-efficacy and student achievement, highlighting the impact of teacher confidence on student success.Conclusion: Fostering positive attitudes towards mathematics among students is essential for improving academic performance. Likewise, enhancing teachers' self-efficacy substantially influences student achievement. These factors should be the focus of interventions aimed at enhancing mathematical outcomes in educational settings.
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学生的态度和数学教师的自我效能感如何影响学生的数学成绩?
背景:由于数学的广泛应用,它在全世界的教育体系中占据着至关重要的地位。在加纳的 Dadieso 高级中学,学生们的数学成绩一直很低,因此有必要对学习成绩的潜在决定因素进行调查。目的:本研究旨在探讨学生对数学的态度和数学教师的自我效能感对学生数学成绩的影响:采用描述性-相关性研究设计,运用定量方法分析学生态度、教师自我效能感和学生学业成绩之间的关系。研究抽取了 218 名学生和 7 名教师,采用数学态度量表(ATMI)、教师自我效能感量表(TSES)和数学成绩测验(MAT)进行数据收集:分析表明,学生对数学的态度与他们的学业成绩呈中度正相关,这表明积极的态度与更好的学习成绩息息相关。此外,教师的自我效能感与学生成绩之间也存在明显的正相关关系,尽管这种关系较小,但却凸显了教师的自信对学生成功的影响:结论:培养学生对数学的积极态度对提高学习成绩至关重要。同样,提高教师的自我效能感也会极大地影响学生的成绩。这些因素应成为旨在提高教育环境中数学成果的干预措施的重点。
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