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Medicaid expansion and the Medicaid undercount in the American Community Survey.


ABSTRACT: OBJECTIVE:To measure discordance between aggregate estimates of means-tested coverage from the American Community Survey (ACS) and administrative counts and examine the association of discordance with ACA Medicaid expansion. DATA SOURCES:2010-2016 ACS and counts of Medicaid and Children's Health Insurance Program enrollment from the Centers for Medicare & Medicaid Services. STUDY DESIGN:State-by-year counts of means-tested coverage from the ACS were compared to administrative counts using percentage differences. Discordance was compared for states that did and did not adopt expansion using difference-in-differences. We then contrasted the effect of expansion on means-tested coverage estimated from the ACS with results from administrative data. DATA COLLECTION/EXTRACTION:Survey and administrative data. PRINCIPAL FINDINGS:One year before expansion there was a 0.8 and 4 percent overcount in expansion and nonexpansion states, respectively. By 2016, there was a 10.64 percent undercount in expansion states vs a 0.02 percent undercount in nonexpansion states. The ACS suggests that expansion increased means-tested coverage in the full population by three percentage points, relative to five percentage points suggested by administrative records. CONCLUSIONS:Discordance between the ACS and administrative records has increased over time. The ACS underestimates the impact of Medicaid expansion, relative to administrative counts.

SUBMITTER: Boudreaux M 

PROVIDER: S-EPMC6863241 | biostudies-literature | 2019 Dec

REPOSITORIES: biostudies-literature

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Medicaid expansion and the Medicaid undercount in the American Community Survey.

Boudreaux Michel M   Noon James M JM   Fried Brett B   Pascale Joanne J  

Health services research 20191010 6


<h4>Objective</h4>To measure discordance between aggregate estimates of means-tested coverage from the American Community Survey (ACS) and administrative counts and examine the association of discordance with ACA Medicaid expansion.<h4>Data sources</h4>2010-2016 ACS and counts of Medicaid and Children's Health Insurance Program enrollment from the Centers for Medicare & Medicaid Services.<h4>Study design</h4>State-by-year counts of means-tested coverage from the ACS were compared to administrati  ...[more]

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