Impute end date for the encounter mart when null#1303
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andreas-homeward wants to merge 10 commits intotuva-health:mainfrom
Open
Impute end date for the encounter mart when null#1303andreas-homeward wants to merge 10 commits intotuva-health:mainfrom
andreas-homeward wants to merge 10 commits intotuva-health:mainfrom
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@andreas-homeward were you able to find any example counter to what @bradmontierth is suggesting in the comment above? |
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Summary
Long Length of Stays
When there is a null end date, the order by in the partition to create a
row_numwill be last in some DBMS engines like Snowflake. This will then be flagged with a close flag. This open-ended end date will then include claims far into the future, resulting in length of stays over 1000 days long. The proposed fix is defaulting to the same day if there is no end date to ensure accurate average paid amounts and other statistics from being skewed by these outliers.Notes
This PR was split from this PR originally: #1283
Relevant comment from @bradmontierth from the other PR: #1283 (comment)