An examination of the medicaid undercount in the current population survey: Preliminary results from record linking

Michael Davern, Jacob Alex Klerman, David K. Baugh, Kathleen Thiede Call, George D. Greenberg

Research output: Contribution to journalArticlepeer-review

49 Scopus citations


Objective. To assess reasons why survey estimates of Medicaid enrollment are 43 percent lower than raw Medicaid program enrollment counts (i.e., "Medicaid undercount"). Data Sources. Linked 2000-2002 Medicaid Statistical Information System (MSIS) and the 2001-2002 Current Population Survey (CPS). Data Collection Methods. Centers for Medicare and Medicaid Services provided the Census Bureau with its MSIS file. The Census Bureau linked the MSIS to the CPS data within its secure data analysis facilities. Study Design. We analyzed how often Medicaid enrollees incorrectly answer the CPS health insurance item and imperfect concept alignment (e.g., inclusion in the MSIS of people who are not included in the CPS sample frame and people who were enrolled in Medicaid in more than one state during the year). Principal Findings. The extent to which the Medicaid enrollee data were adjusted for imperfect concept alignment reduces the raw Medicaid undercount considerably (by 12 percentage points). However, survey response errors play an even larger role with 43 percent of Medicaid enrollees answering the CPS as though they were not enrolled and 17 percent reported being uninsured. Conclusions. The CPS is widely used for health policy analysis but is a poor measure of Medicaid enrollment at any time during the year because many people who are enrolled in Medicaid fail to report it and may be incorrectly coded as being uninsured. This discrepancy should be considered when using the CPS for policy research.

Original languageEnglish (US)
Pages (from-to)965-987
Number of pages23
JournalHealth services research
Issue number3
StatePublished - Jun 2009


  • MSIS
  • Medicaid
  • Medicaid undercount
  • Survey measurement error


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