Math items about real-world content lower test-scores of students from families with low socioeconomic status.

IF 3.6 1区 心理学 Q1 EDUCATION & EDUCATIONAL RESEARCH npj Science of Learning Pub Date : 2024-03-15 DOI:10.1038/s41539-024-00228-8
Marjolein Muskens, Willem E Frankenhuis, Lex Borghans
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Abstract

In many countries, standardized math tests are important for achieving academic success. Here, we examine whether content of items, the story that explains a mathematical question, biases performance of low-SES students. In a large-scale cohort study of Trends in International Mathematics and Science Studies (TIMSS)-including data from 58 countries from students in grades 4 and 8 (N = 5501,165)-we examine whether item content that is more likely related to challenges for low-SES students (money, food, social relationships) improves their performance, compared with their average math performance. Results show that low-SES students scored lower on items with this specific content than expected based on an individual's average performance. The effect sizes are substantial: on average, the chance to answer correctly is 18% lower. From a hidden talents approach, these results are unexpected. However, they align with other theoretical frameworks such as scarcity mindset, providing new insights for fair testing.

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有关现实世界内容的数学题目降低了社会经济地位低下家庭学生的考试分数。
在许多国家,标准化数学考试对于取得学业成功非常重要。在此,我们研究了题目的内容,即解释数学问题的故事,是否会对社会经济地位低的学生的成绩产生偏差。在国际数学与科学研究趋势(TIMSS)的大规模队列研究中--包括来自 58 个国家的 4 年级和 8 年级学生的数据(N = 5501165)--我们研究了与低社会经济地位学生的平均数学成绩相比,更有可能与低社会经济地位学生面临的挑战(金钱、食物、社会关系)相关的题目内容是否会提高他们的成绩。结果表明,与个人的平均成绩相比,社会经济地位低的学生在含有这些特定内容的题目上得分较低。影响大小非常可观:平均而言,答对的几率要低 18%。从隐藏才能的角度来看,这些结果出乎意料。然而,它们与其他理论框架(如稀缺心态)相一致,为公平测试提供了新的见解。
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来源期刊
CiteScore
5.40
自引率
7.10%
发文量
29
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