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Ultimately it was the activity path data that we used to derive the effect estimates and there are indications those data are valid.
Also, face validity of the activity path data is evidenced by the figures of subjects' activities by hour of day, indicating that by age group, the things that subjects reported doing made sense with respect to time of day.
The analysis of these data used conditional logistic regression with robust standard errors and entailed comparing each case subject's exposure status at the time they were assaulted (i.e., during the last 10 minutes of their activity path) to their own level of exposure at each point (i.e., during each 10- minute interval) earlier in the day.
For each case subject, we identified whether the case was coded yes or no on each dichotomous (binary) variable at each point of their activity path, and from that value we subtracted the mean of the values on that variable that were observed among controls at the same time of day.
For the continuous environmental variables, we identified the case subject's level of exposure to each environmental variable at each point of their activity path, and from that value we subtracted the mean of the time-specific values that we had calculated on that variable among controls at that time of day.
Note that whereas some studies enroll deceased cases and interview a family member proxy, we believe that approach was not valid for collecting the detailed activity path data that we sought and that enabled the novel insights that we have reported here.
Similar(53)
The corresponding rules' actions help personalize the environment by showing or hiding resources, reorienting activity paths, proposing additional elements or pointing toward relevant peers.
We collected detailed activity paths of urban youth to investigate the dynamic interplay between their lived experiences, time spent in different environments, and risk of violent assault.
We mapped activity paths of 10- to 24-year-olds, including 143 assault patients shot with a firearm, 206 assault patients injured with other types of weapons, and 283 community controls, creating a step-by-step mapped record of how, when, where, and with whom they spent time over a full day from waking up until going to bed or being assaulted.
One possible way of reducing risk may be achieved by changing the distribution of activity and path shape, as described above.
The number of options at Decision Points (two or three) also had no impact on MTL activity (the path distance did not differ between these two types of Decision Points [t 51) = 0.04, p = 0.97]).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com