Relative Achievement in Mathematics Cognitive Domains
Exhibit 1.1.14 shows countries’ average achievement estimates in the knowing, applying, and reasoning cognitive domains relative to their overall average achievement estimates (sorted from highest to lowest overall average achievement as the default sort). The exhibit also flags differences based on a test of statistical significance between the average domain score and the overall mathematics score using an alpha level of 0.01. A smaller alpha level was used to flag statistical significance of subdomain differences to reduce the number of false positives that can be expected due to multiple comparisons across multiple countries and dependent sub-scores. Differences are computed for each student and averaged across the country, rather than comparing different groups of students as in previous exhibits in this section. This within student dependency leads to considerably smaller standard errors (given in parentheses and reported together with the estimates in the exhibit) and more narrow confidence intervals.
Few countries had a relative strength (and more countries had a relative weakness) in the reasoning cognitive domain compared to knowing and applying. In the knowing domain, 13 countries had a relative strength and 17 had a relative weakness. In the applying domain, 11 countries had a relative strength and seven had a relative weakness. In reasoning, nine countries had a relative strength and 16 had a relative weakness.
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Exhibit 1.1.14: Relative Achievement in Mathematics Cognitive Domains
▲ ▼ Subscale score significantly different than overall score (p < 0.01)
Numbers of items are based on the TIMSS 2023 fourth-grade mathematics items included in scaling.
( ) Standard errors appear in parentheses. Because of rounding some results may appear inconsistent.
See Appendix B.2 for population coverage notes 1, 2, and 3. See Appendix B.5 for sampling guidelines and sampling participation notes †, ‡, and ≡.
Ψ Reservations about reliability because the percentage of students with achievement too low for estimation exceeds 15% but does not exceed 25%.
A dash (-) indicates comparable data not available because average achievement could not be accurately estimated.
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