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

Education

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

M. Muskens, W. E. Frankenhuis, et al.

This groundbreaking study by Marjolein Muskens, Willem E. Frankenhuis, and Lex Borghans delves into the impact of standardized math test items on low-SES students' performance. With extensive data from TIMSS across 58 countries, the researchers reveal that low-SES students face significant biases, scoring 18% lower on relevant test items. Discover how these findings challenge conventional beliefs and pave the way for fairer testing practices.... show more
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 = 5,501,165)—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.
Publisher
npj Science of Learning
Published On
Mar 15, 2024
Authors
Marjolein Muskens, Willem E. Frankenhuis, Lex Borghans
Tags
low-SES students
standardized testing
math performance
cognitive bias
TIMSS study
educational equity
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