I'm working with medical claims data, and I need to identify claims that contain certain diagnosis, procedure, or revenue codes. In the past, I've used the following approach with short lists of codes:
IF DIAGNOSIS_CODE_t in ("3991","3390")
OR PRCDR_CDt in ("70450","70460","70470","70480","70481","70482","8703")
OR UB_92_REV_CD in ("350","351","352","353","354","355","356","357","358","359")
THEN IMGPROC=1; ELSE IMGPROC=0;
However, the project I'm working on now involves thousands of codes that are stored in another file . I've tried using PROC SQL to match the files on the desired variables, but that gets to be unwieldy because I have to do 3 different matches and then combine the files:
PROC SQL;
Create table temp.IMG_ATH_qual_CTMRI_DX_match
as Select a.*, b.*
From temp.IMG_ATH_qual_DX_flag_recs_DXT2 a LEFT JOIN temp.HA_Tables b
ON a.DIAGNOSIS_CODE_t = b.DX_code_HA_Table2;
QUIT;
PROC SQL;
Create table temp.IMG_ATH_qual_CTMRI_pr_match
as Select a.*, b.*
From temp.IMG_ATH_qual_DX_flag_recs_procT2 a LEFT JOIN temp.HA_Tables b
ON a.PRCDR_CODE = b.proc_code_HA_Table2;
QUIT;
PROC SQL;
Create table temp.IMG_ATH_qual_CTMRI_rev_match
as Select a.*, b.*
From temp.IMG_ATH_qual_DX_flag_recs_revT2 a LEFT JOIN temp.HA_Tables b
ON a.REVENUE_CODE = b.rev_code_HA_Table2;
QUIT;
Is there are way to do something like this?
IF DIAGNOSIS_CODE_t in (~~list of values in variable DX_code_HA_Table2 in file HA_Tables~~ )
OR PRCDR_CDt in (~~list of values in variable proc_code_HA_Table2 in file HA_Tables~~)
OR UB_92_REV_CD in (~~list of values in variable rev_code_HA_Table2 in file HA_Tables~~)
THEN IMGPROC=1; ELSE IMGPROC=0;
You can add as many of the subqueries as you like:
proc sql; create table want as select ... from have where diagnosis_code_t in (select code from codelist)
or abc in (...); quit;
Yes, put your codes in a dataset, then sub-qeury that:
proc sql; create table want as select ... from have where diagnosis_code_t in (select code from codelist); quit;
or
proc sql;
create table want as
select ...,
case when diagnosis_code_t in (select code from codelist) then 1 else 0 end as result
from have;
quit;
Please avoid coding in mixed or all upper case, it makes reading code very hard.
My concern with that approach is that I still have to generate 3 different files which then have to be combined, whereas the approach from my first example only requires 1 file. The files can be quite large, so the first approach offers significant time savings.
You can add as many of the subqueries as you like:
proc sql; create table want as select ... from have where diagnosis_code_t in (select code from codelist)
or abc in (...); quit;
I didn't know you could that... it worked well. Thanks!
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