Imputing Missing Race/Ethnicity in Pediatric Electronic Health Records: Reducing Bias with Use of U.S. Census Location and Surname Data

OBJECTIVE: To assess the utility of imputing race/ethnicity using U.S. Census race/ethnicity, residential address, and surname information compared to standard missing data methods in a pediatric cohort. DATA SOURCES/STUDY SETTING: Electronic health record data from 30 pediatric practices with known...

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Vydáno v:Health Serv Res
Hlavní autoři: Grundmeier, Robert W, Song, Lihai, Ramos, Mark J, Fiks, Alexander G, Elliott, Marc N, Fremont, Allen, Pace, Wilson, Wasserman, Richard C, Localio, Russell
Médium: Artigo
Jazyk:Inglês
Vydáno: John Wiley & Sons, Ltd 2015
Témata:
Methods Article
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4545341/
https://ncbi.nlm.nih.gov/pubmed/25759144
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1111/1475-6773.12295
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