Thien Lei Mee, Ong Mei Yean
Research and Development Division, SEAMEO Regional Centre for Education in Science and Mathematics, 11700 Gelugor, Penang Malaysia.
Springerplus. 2015 Sep 29;4:563. doi: 10.1186/s40064-015-1358-z. eCollection 2015.
This paper attempts to identify the extent to which the affective characteristics of Malaysian and Singaporean students' attainment compared to the OECD average in Programme for International Student Assessment (PISA) 2012, and examine the influence of students' affective characteristics, gender, and their socioeconomic status on mathematics performance at both student and school levels. Sample consisted of 5197 and 5546 15-year-old Malaysian and Singaporean students. Data were analysed using hierarchical linear modelling approach with HLM 7.0 software. Results showed that the Index of economic, social, and cultural status (ESCS), mathematics self-efficacy, and mathematics anxiety have significant effects on mathematics performance in Malaysia and Singapore at the student level. Proportion of boys at the school level has no significant effects on mathematics performance for both Malaysian and Singaporean students. ESCS mean at the school level has positive and significant effects on mathematics performance in Malaysia, but not in Singapore. Limitations, implications, and future studies were discussed.
本文试图确定2012年国际学生评估项目(PISA)中马来西亚和新加坡学生成绩的情感特征与经合组织平均水平相比的程度,并研究学生的情感特征、性别及其社会经济地位对学生和学校层面数学成绩的影响。样本包括5197名15岁的马来西亚学生和5546名15岁的新加坡学生。使用HLM 7.0软件,采用分层线性建模方法对数据进行分析。结果表明,经济、社会和文化地位指数(ESCS)、数学自我效能感和数学焦虑在学生层面上对马来西亚和新加坡的数学成绩有显著影响。学校层面男生的比例对马来西亚和新加坡学生的数学成绩均无显著影响。学校层面的ESCS均值对马来西亚的数学成绩有积极且显著的影响,但对新加坡则不然。文中讨论了研究的局限性、启示及未来研究方向。