Staggered entry in Cox regression

Moderators: statman, Analyst Techy, andris, Fierce, GerineL, Smash

jonasludvigsson
Posts: 2
Joined: Tue Feb 07, 2012 4:19 pm

Staggered entry in Cox regression

Postby jonasludvigsson » Tue Feb 07, 2012 4:39 pm

Dear all,
I am trying to use staggered entry in Cox regression in SPSS but do not know how to solve this. I have talked to the head statistician in our research unit, he runs SAS, and SAS can do it. Can SPSS (because I have always used SPSS).

I have two groups:
One group with type 1 diabetes; the other one are matched controls. The two groups were identified according to date of diabetes diagnosis. This means that :
John, 22 years, in 1992 when he had diabetes
will be matched with
5 other males, aged 22 years, in 1992.[these controls will be assigned the same data of study entry as John's date of diagnosis]

We now want to study if survival among patients with lymphoma is affected by diabetes. In the two groups (diabetes +controls) we have 800 cases of lymphoma. Hence, our data-set is restricted to patients with lymphoma (everyone has it).
The follow-up begins with diagnosis of lymphoma and ends with end of follow-up (could be death, emigration, or just last date of follow-up: Dec 31, 2009). Follow-up ends with death (censored=1; ends without death: censored=0).

The problem is that for a patient with lymphoma diagnosed before diabetes diagnosis or before date of matching, this patient "cannot die" until he/she has his diabetes diagnosis or is matched into the study. This creates immortal time. Let's say John had lymfoproliferative cancer in 1990, but was identified for my study through a diabetes diagnosis in 1992, this means he could not die within the first 2 years, because then he would not have been in my study...

SAS solves this through using staggered entry, and will run a Cox regression to estimate survival according to diabetes-study. Below is the critical syntax.

In SAS:
Model (entry,exit)*cens(0)=diabetes/RL;

Entry= time after lymphoma when the patient is diagnosed with diabetes, or matched into the study [i.e. the staggered entry].
Exit=follow-up time (from lymphoma to end of follow-up)
RL will just give us the confidence intervals for the HRs.


Q1. Can SPSS handle staggered entry?
Q2. If not, is there any other way I could solve this question? use other syntax? restructure the data-set etc?

Best wishes, Jonas Ludvigsson (Sweden)
leoniec
Posts: 2
Joined: Wed Aug 01, 2012 11:14 am

Re: Staggered entry in Cox regression

Postby leoniec » Wed Aug 01, 2012 11:19 am

Hi

Did you get an answer to your question? I have a similar problem and can't find out how to do this in spss so would be good to know if it is possible!
Thanks
Leonie
jonasludvigsson
Posts: 2
Joined: Tue Feb 07, 2012 4:19 pm

Re: Staggered entry in Cox regression

Postby jonasludvigsson » Wed Aug 01, 2012 2:22 pm

Sorry to say I did not get an answer. I do not think it is possible in SPSS, but fear I will have to learn SAS or STATA to do staggered entry - that is a shame.
best wishes, Jonas

Who is online

Users browsing this forum: No registered users and 1 guest

cron