npj Science of Learning (Mar 2024)

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

  • Marjolein Muskens,
  • Willem E. Frankenhuis,
  • Lex Borghans

DOI
https://doi.org/10.1038/s41539-024-00228-8
Journal volume & issue
Vol. 9, no. 1
pp. 1 – 12

Abstract

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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.