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st: Coding overlap events in sequence data
From
"Cheng, Hsu-Chih" <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: Coding overlap events in sequence data
Date
Tue, 12 Nov 2013 22:26:20 +0000
Dear All:
I am coding sequence data for 5013 respondents’ sexual relationship histories. For each respondent, I have 16 time positions (ages 18~18.25 [sext1], 18.25~18.50 [sext2],…, 21.75~22 [sext16]) and the respondent’s beginning and end ages of up to 48 relationships (most respondents have fewer than 5 relationships; so the beginning and end ages of the other 40+ relationships have missing values). Right now, respondents with multiple relationships in a given time position are coded as 4 (so, for example, sext5 = 4). I can manually go through all respondents to determine whether the multiple relationships in a given time overlap or not and recode them into different categories, but this is very tedious and time consuming. Is there a faster way to do this?
Here are four examples with multiple relationships in Time 2 (ages 18.25~18.50). sexBag1 and sexEag1 indicate the beginning and end ages of relationship 1; sexBag2 and sexEag2 indicate the beginning and end ages of relationship 1;…, and so on. I want to recode [sext2] for Cases 1 and 2 as 1 to indicate that their relationships in Time 2 do not overlap, and Cases 3 and 4 as 2 to indicate their relationships in Time 2 overlap.
id sext2 sexBag1 sexEag1 sexBag2 sexEag2 sexBag3 sexEag3 sexBag4 sexEag4 sexBag5 sexEag5
1 4 18.5 18.75 18.333 18.416 21.416 21.5 19.25 24.083 . .
2 4 . . 18.250 18.333 18.416 21.666 21.583 22.833 22.5 22.50004
3 4 17.249 18.999 18.499 21.999 22.166 23.249 (missing values after this)
4 4 16.750 22.750 18.416 18.666 (missing values after this)
I really appreciate if anyone can give me some suggestions. I can provide more information about the data if needed. Thanks again.
Best,
Simon
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