Basic conclusions about male-female achievement gaps and changes in gaps as students progress through school may change when models account for test effort¶

Claim · All claims
Evidence · 1 study · associational r? · q3
Currency · newest study 2018 · checked against its sources 2026-10-19 (automated, 1 of 1 entry) · not reviewed by a person · overdue for a recheck since 2023: baselines and conditions change

Subclaims¶

q3 i? Male-female gap conclusions and gap trajectories across grades are sensitive to whether models account for test effort. → James Soland 2018

Evidence¶

James Soland 2018¶

James Soland. (2018). Are achievement gap estimates biased by differential student test effort? Putting an important policy metric to the test. Teachers College Record, 120(12), 1-26. https://www.nwea.org/research/publication/are-achievement-gap-estimates-biased-by-differential-student-test-effort-putting-an-important-policy-metric-to-the-test/ doi:10.1177/016146811812001202

q3 · i? · associational · r?

Sensitivity analysis of achievement gap estimates with and without adjustment for rapid guessing. The article reports that conclusions about "male-female gaps" and gap changes as students progress through school "may change when models account for test effort." No effect sizes are printed in the available text.

"though basic conclusions about male-female gaps and changes in gaps as students progress through school may change when models account for test effort"

Discussion¶

Learner Variables¶

• Gender — predictor: outcomes differ by group: a gap reflecting circumstances and treatment, not a cause

Related Claims¶

• Across nations, boys outperform girls in mathematics by a small average margin while girls outperform boys in reading by a margin three times larger — the general claim this finding bears on, with the studies behind it
• Differential student test effort may bias achievement gap estimates — a broader claim this one bears on
• Differences in rapid guessing between subgroups generally do not impact substantive interpretations of achievement gaps — reports the opposite
• Test effort differs substantially by student subgroup, with males rapidly guessing nearly twice as often as females in later grades and Black students rapidly guessing more often than White students — related
• Early female-favored mean math differences reverse to male-favored differences that widen across elementary grades — related
• Prior research attributes growing male superiority in word problem solving to age, with onset debated between sixth grade and high school — related
• Female kindergarteners outscore males in math and reading at entry; the reading gap was stable while the small math gap narrowed slightly — related
• Boys are increasingly overrepresented among high-achieving elementary math students, with male-to-female ratios rising across grades — related
• Gender differences in elementary math vary substantially across subdomains, with early female advantages in Geometry reversing by Grades 3-4 — related
• The article investigates whether achievement gap estimates are sensitive to test motivation, framing the question as achievement gap versus engagement gap — a broader claim this one bears on
• Achievement gap estimates are widely used to measure the effectiveness and fairness of the education system, so their accuracy and unbiasedness are necessary for appropriate conclusions — related
• The male advantage in geometry, broad mathematics, and computation increases across grades, reaching approximately d = 0.541, d = 0.255, and d = 0.207 by the end of secondary schooling, but grade slopes are flat for advanced mathematics, basic numeracy, and national tests — related