The downside of rejections
Instead of looking at the happy path, let's look at a specific characteristic: which candidates were declined?
Cases can be selected based on presence or absence of certain activities using the filter_activity_presence() function. In case of multiple activity labels, the method argument can be set to all (all should be present), one_of (at least one should be present) or none.
Let's see how we can use this.
This exercise is part of the course
Business Process Analytics in R
Exercise instructions
- Find the cases in which none of the activities "Restart Procedure", "Decline Candidate" and "Cancel Position" occurred. Store them in
first_hit. - Visualize the cases in
first_hitusing a performance process map. - Compute the throughput time for
first_hit. Do these cases have a lower one?
Hands-on interactive exercise
Have a go at this exercise by completing this sample code.
# Find first_hit
first_hit <- vacancies %>%
filter_activity_presence(c("___", "___", "___"), method = "___")
# Create a performance map
___ %>%
___(type = ___())
# Compute throughput time
___