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Social Sciences› Education› School Choice and Performance

Education research — Summer learning loss and summer growth in achievement gaps

Submitted 2026-10-22

Field: Social Sciences › EducationType: Couldn't replicate a published resultArea: education researchTarget: Summer learning loss and summer growth in achievement gapsStage: replication

Hypothesis

Children lose substantial reading and math skills over the summer, and achievement gaps grow faster in summer than during the school year, consistently across recent large datasets.

What failed

Comparing three recent U.S. elementary-school datasets from the 2010s (ECLS-K:2011, NWEA and Renaissance), most patterns did not generalize beyond a single test: summer losses, gap growth by income, ethnicity and gender, and growth in score variance each appeared on some tests and not others, and where gaps grew they did not consistently grow faster in summer.

Broken assumption

Summer learning loss and faster summer gap growth are robust patterns that hold across achievement tests.

Why

The paper reports that the patterns depend on which test is used; it does not identify a single cause and recommends showing that a summer-learning pattern replicates before drawing broad conclusions.

From the published paper: Workman et al. Sociological Science, 2023. ↗CC BY

Research ideas from this failure

Unvetted lead — read the papers

New hypotheses this failure suggests, each with a crucial experiment, a rival explanation of the original result, and the papers it rests on. Written by AI from paper titles and abstracts found on OpenAlex (and Europe PMC, for life and health sciences).

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Links in published research

Where this experiment's genes are known to matter outside its own research area, and the papers behind those links. Sources: Open Targets Platform and Europe PMC.