Content bias in math testing: Items about money, food, and social interaction disadvantage students from low socioeconomic backgrounds
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OA: gold
CC-BY-4.0
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 different countries from students in grades 4 and 8 ( N = 5,501,165)—we examine whether item content that is more likely associated with major challenges for low-SES students (money, food, social relationships) improves their performance, compared with their average math performance. In contrast to our preregistered predictions, results show that low-SES students scored lower on items with this specific content than expected based on individual’s average performance. The effect sizes are considerable: on average, the chance to answer correctly is 18% lower. These results provide new insights in features of tests that disadvantage low-SES students and have implications for fair testing.
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- europepmc
- last seen: 2026-05-19T01:45:01.086888+00:00
- unpaywall
- last seen: 2026-05-21T05:10:58.409756+00:00
License: CC-BY-4.0