Administrative Data and Integration

Integrating and linking administrative data systems with other data sources will be central to the future of social science research, and NORC has experience in the processing and integration of large administrative data systems for social scientific research and analysis. As an example, administrative data systems such as the Centers for Medicare and Medicaid Services (CMS) Medicare claims data can be an important resource for health services research and comparative effectiveness research.  However, the data are difficult to work with as they are both voluminous (presenting major challenges to IT infrastructure and statistical programs), exist in many separate data sets (such as one for inpatient claims and another for Skilled Nursing Facility claims), and have many important caveats to appropriate use. 

NORC has the expertise, experience, and IT infrastructure needed to acquire, manipulate and create useful data products for a broad spectrum of research initiatives.  We further have the expertise in statistical data linkage needed to merge administrative data products with other sources of information such as surveys and geographical information.   

Representative Projects

Census PVS Assessment. As part of the Person Identification Validation System Assessment engagement with the Census Bureau, NORC has conducted a review of the Census Bureau’s record linkage methods associated with the PVS, as well as an environmental scan of record linkage methods used by other government agencies—both within and outside of the U.S.—and private enterprises.  More

Impact of Critical Access Hospital (CAH) Conversion on Hospital Costs and Mix of Services. ​​Three cohorts of Critical Access Hospitals (CAHs) were followed over time, corresponding to the first three years of conversions in 1999 through 2001. More

Impact of the Elimination of Medicare Bad Debt on Rural Prospective Payment System (PPS) Hospitals. ​NORC completed a rapid response project examining the impact the phase-out of Medicare bad debt reimbursement might have on rural prospective payment system (PPS) hospitals, a proposed component of the President’s 2007 Fiscal Year (FY) budget. More

Rural Health Research and Policy Center: Stay or Leave: Evidence from a Cohort of Young Rural Physicians. ​The goal of this project is to improve our understanding of the dynamics of how rural physicians decide where to practice. More

Trends in Health Insurance Premiums. This study for the Assistant Secretary for Planning and Evaluation (ASPE) in the Department of Health and Human Services (HHS) aims to build a baseline data set for the years 2008-2011 from 30 states that will enable the HHS and others to evaluate the impact of the Affordable Care Act. More

See all Administrative Data and Integration projects

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