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 about gaps in the evidence and a few alternatives to imputation, including approaches involving population-level and neighborhood-level data. WitrynaNational Center for Biotechnology Information
Indirect Estimation of Race/Ethnicity for Survey Respondents Who ...
Attempts to address missing data began as early as the 1950s. Older approaches involved assigning the mean or mode value to missing data. In more complex analyses, researchers used other variables that weren’t missing to predict values in a single regressionimputation. Some Federal data resources … Zobacz więcej Race/ethnicity have historically been measured in a variety of ways. Since race and ethnicity are social constructs, rather than biological ones, definitions are bound to evolve. In … Zobacz więcej From a health equity perspective, however, it is worth digging deeper. Can a statistical model actually be constructed to predict race/ethnicity that satisfies different kinds of validity – including face validity, construct … Zobacz więcej In recent years, multiple imputation with chained equations (MICE) has overcome the limitations of single regression approaches. MICE uses information from multiple regression models and random, bootstrapped … Zobacz więcej Ethically, we should be concerned about filling in information that has been withheld deliberately. For example, someone who agreed to provide sensitive financial or health data may not have done so if plans to impute race or … Zobacz więcej Witryna11 mar 2015 · 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 ... house falling on buster keaton
Developing and evaluating methods to impute …
WitrynaTo help familiarize actuaries in industry with statistical methods for imputing or modeling race and ethnicity in the U.S., the Institute’s Diversity, Equity and Inclusion Strategic … 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 … 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 … lin\u0027s wok powell ohio