clif-consortium / CLIF

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How to resolve the issue of different race of the same patient over different encounters #32

Closed clif-consortium closed 1 week ago

clif-consortium commented 1 week ago

For patients with multiple encounters and different recorded races:

Count the frequency of informative non-white race entries (excluding non-informative categories such as "Prefer not to say", "Unknown", "Refused to answer," etc.). Select the race entry with the highest frequency for each patient.

In case of a tie, choose the most recent informative entry.

08wparker commented 1 week ago

@clif-consortium another approach is to move race_name and race_category to hospitalization

08wparker commented 1 week ago

@sajor2000 says take the most recent one and map to race_name

08wparker commented 1 week ago

Each site should take a specific approach based on their typical practices to identify one race_name per patient