topic select subject who had ≥2 claims on separate dates for an asthma diagnosis in SAS Programming

select subject who had ≥2 claims on separate dates for an asthma diagnosis

lulu3 — Thu, 27 Aug 2020 15:20:02 GMT

Hi experts,

I have a dataset below and I would like to select subject who had ≥2 claims on separate dates for an asthma diagnosis, and for the final dataset, keep the earliest data as the indexdate. I had run my codes below, and it seems my codes were redundant. I was wondering if someone could help me to improve my codes?

Thank you in advance!

data have;
input id $ indexdate : mmddyy10. asthma $;
format indexdate mmddyy10.;
datalines;
201 04/10/2013 1
201 04/11/2013 1
201 04/12/2013 1
202 02/21/2013 1
202 03/07/2013 1
202 03/07/2013 1
202 03/08/2013 1
202 03/09/2013 1
202 03/20/2013 1
203 02/14/2013 1
203 02/15/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
205 03/18/2013 1
206 05/01/2013 1
206 05/01/2013 1
;
run;

proc sort data=have out=have_nodup nodupkey;
by id indexdate;
run;

proc sort data=have_nodup nouniquekeys out=have_a;
by id;
run;

proc sort data=have_a nodupkey out=want;
by id;
run;

Re: select subject who had ≥2 claims on separate dates for an asthma diagnosis

Shmuel — Thu, 27 Aug 2020 15:35:07 GMT

Is that what you are looking for:

proc sort data=have out=temp nodupkey;
  by id indexdate;
run;
data want;
 set temp;
   by id indexdate;
      if not (first.indexdate and last.indexdate); /* more then 1 claim */
      if first.indexdate; /* the earliest claim */
run;

It would be easy to check if you post the wanted results.

Re: select subject who had ≥2 claims on separate dates for an asthma diagnosis

Reeza — Thu, 27 Aug 2020 15:39:57 GMT

SQL is slightly better at this type of analysis.

proc sql;
create table want as
select ID, count(distinct indexdate) as num_dates
from have 
where asthma=1
group by id
having num_dates >=2;
quit;

@lulu3 wrote:

Hi experts,

I have a dataset below and I would like to select subject who had ≥2 claims on separate dates for an asthma diagnosis, and for the final dataset, keep the earliest data as the indexdate. I had run my codes below, and it seems my codes were redundant. I was wondering if someone could help me to improve my codes?

Thank you in advance!

data have;
input id $ indexdate : mmddyy10. asthma $;
format indexdate mmddyy10.;
datalines;
201 04/10/2013 1
201 04/11/2013 1
201 04/12/2013 1
202 02/21/2013 1
202 03/07/2013 1
202 03/07/2013 1
202 03/08/2013 1
202 03/09/2013 1
202 03/20/2013 1
203 02/14/2013 1
203 02/15/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
204 01/23/2013 1
205 03/18/2013 1
206 05/01/2013 1
206 05/01/2013 1
;
run;

proc sort data=have out=have_nodup nodupkey;
by id indexdate;
run;

proc sort data=have_nodup nouniquekeys out=have_a;
by id;
run;

proc sort data=have_a nodupkey out=want;
by id;
run;