I have a table of a1C values structured in this way:
patientID Result_Date Value
A 1/1/2021 5
B 3/3/2021 9
C 5/5/2021 4
A 3/1/2021 9
B 6/1/2021 13
A 7/1/2021 4
C 4/8/2022 12
etc...
I need to create a DAX measure that will dynamically calculate the distinct count of patients who have a value less than 9 as their last value as well as the distinct count of all patients in the population from the past 12 months of whatever date range is filtered. This is so I can calculate % a1c < 9. I have a calendar table in this data model so the idea is that as a user selects a fiscal month, the measure would dynamically calculate the % of distinct patients with an a1C less than 9 as their latest value over the past 12 months. I cannot share the actual dataset per HIPAA
Here are a few examples of the work I tried to do just to get a table of patients with their most recent date and most recent value as I figure that is the first step. I have been unsuccessful. Thank you for any help you can provide!
VAR summaryTable =
VAR patientID = VALUES(A1c[patientID])
VAR results = FILTER(A1c, A1c[patientID] = patientID)
VAR MaxDate = CALCULATE( MAX(A1c[Result_Date]), results)
RETURN
CALCULATETABLE(A1c, FILTER(results, A1c[Result_Date] = MaxDate)
/*ADDCOLUMNS(SUMMARIZE(A1c, A1c[patientID], "ValueDate", MAX(A1c[Result_Date]))
// , "LastValue", LOOKUPVALUE(A1c[Value_Formatted], A1c[Result_Date], FORMAT("ValueDate", "MM/DD/YYYY"), A1c[patientID], "patientID"))
// does not run due to formatting of columns; attempted to format but still doesn't work
//ADDCOLUMNS(VALUES(A1c[patientID]), "ValueDate", MAX(A1c[Result_Date]))
/* ADDCOLUMNS (
VALUES ( A1c[patientID] ),
"@outer val",
SELECTCOLUMNS (
TOPN ( 1, 'A1c', MAX(A1c[Result_Date]) ),
"@val", 'A1c'[Value_Formatted]
)) */)