WitrynaData collection: Race and ethnicity were obtained from self-reported data and imputed using BISG. Principal findings: 42.5%/4.9% of claims/EHR were missing self-reported data; BISG estimates were available for >99% of each and had good concordance (0.87-0.95) with Asian, Black, Hispanic, and White self-report. Witryna26 sie 2024 · Individuals are categorized into five mutually exclusive racial and ethnic groups – White, Black, Hispanic, Asian, and Other – and racial/ethnic counts by name are provided for every name in each dictionary. Counts can then be normalized row-wise or column-wise to obtain conditional probabilities of race given name or name given race.
RIDDLE: Race and ethnicity Imputation from Disease history
Witryna26 kwi 2024 · The fact that clinical histories are informative for imputing race and ethnicity could reflect (1) a skewed distribution of blue- and white-collar professions across racial and ethnic groups, (2) uneven accessibility and subjective importance of prophylactic health, (3) possible variation in lifestyle, such as dietary habits, and (4) … Witryna8 wrz 2024 · Part 1 of this two-part series laid out arguments for and shortcomings of imputing race/ethnicity from the perspective of health equity. In this post, we’ll talk … incline village air quality forecast
Imputing Race and Ethnicity: A Fresh Voices Commentary From
WitrynaThe imputed race and ethnicity for nonreporters suggested that enrollees who self-reported race and ethnicity were more likely to be AANHPI or White than … WitrynaPrincipal findings: Imputation using U.S. Census information reduced bias for both continuous and dichotomous outcomes. Conclusions: The new method reduces bias … WitrynaImputation is a method of inferring or assigning values, or a vector of probabilities, to missing data. Individual-level data do not always include racial and/or ethnic identification data: some people decline to share their identification; some identification data may be missing at random. incline village 10 day weather forecast