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Evaluating Linked Survey and Administrative Data for Policy Research

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There is great potential for using linked survey and administrative data for policy research by improving the accuracy of survey data and sample frames. However, limitations must be thoroughly investigated as administrative data are not public domain like survey microdata. While the data cannot be made public, documentation and research on the linked files and their limitations should be put in the public domain. Issues around sample loss, measurement error, data editing, and timely access must also be addressed to realize the benefits of linked administrative and survey data for policy research.

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Evaluating Linked Survey and Administrative Data for Policy Research Joint Statistical Meetings July 31, 2007 Michael Davern, Ph.D. Assistant Professor, Research Director SHADAC, Health Policy & Management University of Minnesota Supported by a grant from The Robert Wood Johnson Foundation
Start with conclusions ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Great potential for linked data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Survey data have well known limitations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How do administrative data files and linked files compare? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Item non-response and missing data ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Validated Records in MSIS
Building a common ‘linkable universe’ Institutional Group quarters, dead, People born, non-Medicaid eligible population, Medicaid eligible but unenrolled Medicaid enrollees in linkable CPS and MSIS universe CPS Sample Frame MSIS Medicaid Enrollees
Measurement error ,[object Object],[object Object],[object Object],[object Object],[object Object]
Measurement error (continued) ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Data editing and imputation and documentation ,[object Object],[object Object],[object Object]
Timeliness and Data Access ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
How do administrative data compare to survey data for research purposes? ,[object Object],[object Object],[object Object],[object Object],[object Object]
Issues to deal with ,[object Object],[object Object],[object Object],[object Object],[object Object]
SHADAC contact information www.shadac.org State Health Access Data Assistance Center University of Minnesota 2221 University Avenue, Suite 345 Minneapolis Minnesota 55414 (612) 624-4802

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Evaluating Linked Survey and Administrative Data for Policy Research

  • 1. Evaluating Linked Survey and Administrative Data for Policy Research Joint Statistical Meetings July 31, 2007 Michael Davern, Ph.D. Assistant Professor, Research Director SHADAC, Health Policy & Management University of Minnesota Supported by a grant from The Robert Wood Johnson Foundation
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  • 8. Building a common ‘linkable universe’ Institutional Group quarters, dead, People born, non-Medicaid eligible population, Medicaid eligible but unenrolled Medicaid enrollees in linkable CPS and MSIS universe CPS Sample Frame MSIS Medicaid Enrollees
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  • 15. SHADAC contact information www.shadac.org State Health Access Data Assistance Center University of Minnesota 2221 University Avenue, Suite 345 Minneapolis Minnesota 55414 (612) 624-4802