Analytic Plan - New Variable from Date

hwangnyc — Fri, 22 Apr 2016 14:54:17 GMT

I’m trying to create an analytic plan to populate the table below:

	Number of clients	Baseline (Entry into the Program)	Follow-up Average
		No hospitalizations	1+ hospitalizations	No hospitalizations	1+ hospitalizations
		N	%	N	%	N	%	N	%
Year of Follow-up
2008
2009
2010
2011
2012
2013

The variables that I have are:

ID – an Identifier that separates each case
EventCode – The type of Event
EventCount – A Count of all events
EventDate – The date when the event occurred
EnrollmentDate – The date when the client was enrolled

Here is my plan so far:

Step 1 – Subset only “Hospitalizations” using the EventCode Variable.
Step 2 – Create a BaselineEventDate variable by using:

proc sort data= Events; by ID EventDate;

data Events2; set Events;
by childid AsthmaEventDate;
if first.childid then BaselineEventDate = AsthmaEventDate;
retain
BaselineEventDate
Run;

The issue I see with this approach is what happens if this person did not have a Hospitalizations at baseline but did have one at follow up? How should we approach this?

Re: Analytic Plan - New Variable from Date

ballardw — Fri, 22 Apr 2016 15:20:43 GMT

One would ask HOW do you get a followup without a baseline? If it is because the "baseline" would be in one year and the follow up in another year then you should decide if the followup should actually be assigned to the "baseline" year. That sort of a decision would be based on your business needs. If you expect follow ups for multiple years then I might suggest just getting the counts and don't worry about the "baseline".

Second, I note that you have a report column "Number of clients" but your Id says it is an identifier that separates each case. Could you possibly have a complication with Client and multiple cases?

topic Analytic Plan - New Variable from Date in SAS Programming

Analytic Plan - New Variable from Date

Re: Analytic Plan - New Variable from Date