American Journal of Education · 2011 · 172 citations · 58 references
Public HealthEducational AssessmentEducational MeasurementCausal InferenceFamily DemographyPsychometricsLongitudinal ResearchMissing Data ComputationMissing Data HandlingMissing Data In Causal AnalysisMissing Data MethodsHeterogeneityMissing DataMissing Data AnalysisMissingness MechanismsUnbiased EvaluationUnobserved ConfoundingUnobserved HeterogeneityUnobserved Individual Effects
There is evidence suggesting that missing school negatively relates to academic achievement. However, it is a difficult task to derive unbiased empirical estimates of absences in their influence on performance. One particular challenge arises from the unobserved heterogeneity in the family environment, which may relate to both absence behavior and school performance. This article provides the first analysis aimed at reducing the family-specific omitted variable bias pertaining to measures of absences in their influence on standardized testing achievement. It does so by employing a model of family fixed effects on a longitudinal sample of siblings within the same household in a large urban school district over six years of observations. The results indicate a stronger, statistically significant negative relationship between absences and achievement than what would have been suggested otherwise. Implications are discussed.
58
Journal of Economic Literature
Steven Durlauf · AEA Papers and Proceedings · 2019 · 7.5K citations · Full text
EQUALITY OF EDUCATIONAL OPPORTUNITY
James S. Coleman · Equity & Excellence in Education · 1968 · 5.3K citations
James P. Spillane · Educational Evaluation and Policy Analysis · 2003 · 4.3K citations