Schools and Learning Inequality: A Theoretical Model and Quasi-Experimental Evidence

Do schools reduce or amplify learning gaps by socioeconomic background? I develop a formal model that clarifies the estimands implicit in the literature and synthesizes its seemingly contradictory findings by distinguishing between exposure, or how much schooling children receive, and quality, or which schools they attend. The model shows that schools can compensate for inequality, by displacing more unequal learning outside school, while simultaneously reproducing it, both positionally, through the sorting of children into schools of unequal quality, and dispositionally, through differences in how children convert schooling into learning. Empirically, I test three of the model's predictions using Danish register data and variation from changes in school district boundaries over time. I find that the effects of school quality exceed those of exposure, are concentrated among socioeconomically disadvantaged children, and are larger where sorting into schools is stronger. Equalizing school quality can therefore be an effective means of reducing learning inequalities.

Authors

Publication Details

Published
2026-10-30
DOI
https://doi.org/10.31235/osf.io/4h9wr_v1
Primary Topic
School Choice and Performance
Type
preprint
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
preprint

Schools and Learning Inequality: A Theoretical Model and Quasi-Experimental Evidence

Said Hassan
School Choice and Performance
preprint

Schools and Learning Inequality: A Theoretical Model and Quasi-Experimental Evidence

Said Hassan
preprint en

Abstract

Do schools reduce or amplify learning gaps by socioeconomic background? I develop a formal model that clarifies the estimands implicit in the literature and synthesizes its seemingly contradictory findings by distinguishing between exposure, or how much schooling children receive, and quality, or which schools they attend. The model shows that schools can compensate for inequality, by displacing more unequal learning outside school, while simultaneously reproducing it, both positionally, through the sorting of children into schools of unequal quality, and dispositionally, through differences in how children convert schooling into learning. Empirically, I test three of the model's predictions using Danish register data and variation from changes in school district boundaries over time. I find that the effects of school quality exceed those of exposure, are concentrated among socioeconomically disadvantaged children, and are larger where sorting into schools is stronger. Equalizing school quality can therefore be an effective means of reducing learning inequalities.

Quality education, Reduced inequalities
School Choice and Performance
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Laika access coming soon
Schools and Learning Inequality: A Theoretical Model and Quasi-Experimental Evidence — Said Hassan · (2026) | TGRS Research Map | TGRS