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st: Generating a Count Variable of Number of Obs in a Time Interval Preceding the Current Obs
From
David Feinswog <[email protected]>
To
[email protected]
Subject
st: Generating a Count Variable of Number of Obs in a Time Interval Preceding the Current Obs
Date
Tue, 19 Nov 2013 12:27:03 +0000
I am working with Emergency Medical Services (EMS) ambulance call data
using Stata/IC 12. The variables of consequence are:
1. timecreate: the time when the 911 dispatcher first received the 911
call
2. timedispatch: the time when the 911 dispatcher sent an EMS resource
(i.e. ambulance) to the location
3. timeclose: the time when the EMS resource cleared from the call and
returned to service
* if it matters, times are formatted %tc
I am trying to capture a measure of EMS system use load.
Specifically, I need to generate a count of all open calls when a call
came in. For simplicity, I am going to keep things simple for now and
disregard "timeclose". I will try to capture ALL CALLS DISPATCHED IN
THE 53 MINUTES (average call duration) PRIOR TO EACH "timecreate" OBS.
The simple attempt using egen:
egen countcall= count(timedispatch<= timecreate[_n] & timedispatch
+53<= timecreate[_n])
This returned _N for each observation.
Attempt using foreach loops:
gen countcall=o
*using a limited numlist (1/20 vs 1/_N) to speed things up while I
figure out the appropriate coding
foreach obs of numlist 1/20 {
sum timecreate if _n==`obs'
local time1=r(mean)
gen dum1=1 if timedispatch<= `time1' & timedispatch<= `time1'-53
egen dum2=total(dum1)
replace countcall=dum2 if _n==`obs'
drop dum*
}
This returned _n for each obs in the specified numlist 1/20
Please let me know if there is any additional information that could
help.
Best,
David Feinswog
Economics, Tulane University
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