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Potential Bias When Using Administrative Data to Measure the Family Income of School-Aged Children
Potential Bias When Using Administrative Data to Measure the Family Income of School-Aged Children
Working Paper Number: CES-25-03
Abstract
Researchers and practitioners increasingly rely on administrative data sources to measure family income. However, administrative data sources are often incomplete in their coverage of the population, giving rise to potential bias in family income measures, particularly if coverage deficiencies are not well understood. We focus on the school-aged child population, due to its particular import to research and policy, and because of the unique challenges of linking children to family income information. We find that two of the most significant administrative sources of family income information that permit linking of children and parents—IRS Form 1040 and SNAP participation records—usefully complement each other, potentially reducing coverage bias when used together. In a case study considering how best to measure economic disadvantage rates in the public school student population, we demonstrate the sensitivity of family income statistics to assumptions about individuals who do not appear in administrative data sources.
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Page Last Revised - January 10, 2025
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