Creating a new variable based on another column

elbarto — Sun, 13 Dec 2020 18:13:34 GMT

Hi everyone, I am trying to create a new variable based on another column. Here is an example of the HAVE data.

DATA have ;
  input section	$ id	year	action	type $;
DATALINES;
first	8069	2002	0	.
first	8069	2003	0	.
first	8069	2004	0	ann1
first	8069	2005	1	.
first	8069	2006	1	.
first	8069	2007	1	.
first	8234	1988	0	.
first	8234	1989	0	.
first	8234	1990	0	.
first	8234	1991	1	ann1
first	8234	1992	0	.
first	8234	1993	0	.
first	8234	1994	0	ann2
first	8234	1995	1	.
first	8234	1996	1	.
first	8234	1997	1	.
first	8234	1998	0	.
first	8234	1999	0	.
second	1032	2011	1	ann1
second	1032	2012	0	.
second	1032	2013	0	.
second	1032	2014	0	.
second	8069	2005	0	.
second	8069	2006	0	ann1
second	8069	2007	0	.
second	8069	2008	0	ann2
second	8069	2009	1	.
second	8069	2010	1	.
second	8234	1999	0	.
second	8234	2000	0	.
second	8234	2001	0	ann1
;
RUN;

Here is an example of the WANT data:

DATA want ;
  input section	$ id	year	action	type $ event;
DATALINES;
first	8069	2002	0	.	.
first	8069	2003	0	.	.
first	8069	2004	0	ann1	.
first	8069	2005	1	.	1
first	8069	2006	1	.	.
first	8069	2007	1	.	.
first	8234	1988	0	.	.
first	8234	1989	0	.	.
first	8234	1990	0	.	.
first	8234	1991	1	ann1	1
first	8234	1992	0	.	.
first	8234	1993	0	.	.
first	8234	1994	0	ann2	.
first	8234	1995	1	.	1
first	8234	1996	1	.	.
first	8234	1997	1	.	.
first	8234	1998	0	.	.
first	8234	1999	0	.	.
second	1032	2011	1	ann1	1
second	1032	2012	0	.	.
second	1032	2013	0	.	.
second	1032	2014	0	.	.
second	8069	2005	0	.	.
second	8069	2006	0	ann1	.
second	8069	2007	0	.	.
second	8069	2008	0	ann2	.
second	8069	2009	1	.	1
second	8069	2010	1	.	.
second	8234	1999	0	.	.
second	8234	2000	0	.	.
second	8234	2001	0	ann1	.
;
RUN;

What I want to do is as follows. For each section and id, look at the "type" variable. If it is a nonmissing value, then look at the corresponding "action" variable in that year. If this action value is:

i) 0 and the following year's action value is 1, then set event = 1 for the following year;

ii) 0 and the following year's action value is 0, then set event = . for the following year;

iii) 1, then set event = 1 for the same year, regardless of what the value of action is in the following year.

All other event values are set to missing. Also, in cases where there is a nonmissing value for type and action = 0 for that year, but there is no data for the following year, then simply set event = . for the same year (see the last row in want).

Note: action only ever takes on the value 0 or 1. Type also only ever takes on the values ann1 or ann2, but this does not really matter, as long as it is a nonmissing value then the above rules apply.

Re: Creating a new variable based on another column

andreas_lds — Sun, 13 Dec 2020 19:33:16 GMT

What have you tried so far?

Try:


data want;
	set have;
	by section id;
	
	retain _action;
	
	if first.id then _action = .;
	
	if not missing(_action) and action = 1 then do;
		event = 1;
		_action = .;
	end;
	
	if not missing(type) then do;
		if action = 1 then do;
			event = 1;
			_action = .;
		end;
		else do;
			_action = 0;
		end;
	end;
run;

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Creating a new variable based on another column

Re: Creating a new variable based on another column