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I have a dataset related to kidney transplants and each donor has a donor id and both the left and right kidneys are tied to that donor id.
I need to create a binary variable called 'discard' (0=no, 1=yes) that is a composite of left and right kidney dispositions.
Currently I have the variables:
donor_id
r_disp (5=discard, 6=transplant)
l_disp (5=discard, 6=transplant)
How do I create a variable called "discard" that will be a composite indicator of r_disp and l_disp so that I can investigate the odds of discard overall?
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If r_disp and l_disp are on the same record in a data step:
(flag if either are discarded)
discard = (r_disp=5 or l_disp=5);
(flag if BOTH are discarded)
discard = (r_disp=5 and l_disp=5);
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Could you give example of the data you have ?
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Donor_id
r_disp (fate of right kidney)
L_disp (fate of left kidney)
Kdri (measure of kidney quality)
Donor_id is the index variable.
I want to run a proc logistic to investigate the odds of discard but I only have discard data by left and right. So I need to combine them someone into one discard variable for analysis.
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Yes, what your logic ?
if both of them are diecard then discard =1
or
if any one of them is dicard then discard=1
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data have ;
input ID r_disp l_disp;
cards;
111 5 5
112 6 6
113 5 6
114 6 6
;
run;
data want ;
set have;
if r_disp=5 and l_disp=5 then discard=1;
else discard =0;
run;
That is example.
If you want discard to equal 1 if the right or the left is discard then change the "and" to "or" in the IF condition.
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The logic of discard or not isn't clear but something like this seems right:
data have;
input ID$ r_disp$ l_disp$;
cards;
1 5 5
2 5 6
3 6 5
4 6 6
;run;
data want;
set have;
if r_disp = '6' or l_disp = '6' then Discard = '0';
else discard = '1';
run;