Detect multi-registration

Function detecting multi-registration for the same case or by the same resource at the same point in time

detect_multiregistration(
  activitylog,
  level_of_aggregation,
  timestamp,
  threshold_in_seconds,
  details,
  filter_condition
)

Arguments

activitylog	The activity log (renamed/formatted using functions rename_activity_log and convert_timestamp_format)
level_of_aggregation	Level of aggregation at which multi-registration should be detected (either "resource" or "case")
timestamp	Type of timestamp that needs to be taken into account in the analysis (either "start", "complete" or "both")
threshold_in_seconds	Threshold which is applied to determine whether multi-registration occurs (expressed in seconds) (time gaps smaller than threshold are considered as multi-registration)
details	Boolean indicating wheter details of the results need to be shown
filter_condition	Condition that is used to extract a subset of the activity log prior to the application of the function

Value

activitylog containing the rows of the original activity log for which multi-registration is present

Examples

# \donttest{
data("hospital_actlog")
detect_multiregistration(activitylog = hospital_actlog, threshold_in_seconds = 10)
#> Selected level of aggregation: resource
#> Selected timestamp parameter value: complete
#> *** OUTPUT ***
#> Multi-registration is detected for 4 of the 12 resources (33.33%). These resources are:
#> Doctor 7 - Nurse 5 - Nurse 27 - NA
#> 
#> For the following rows in the activity log, multi-registration is detected:
#> # A tibble: 9 x 7
#>   patient_visit_nr activity originator start               complete           
#>              <dbl> <chr>    <chr>      <dttm>              <dttm>             
#> 1              512 Clinica~ Doctor 7   2017-11-20 11:27:12 2017-11-20 11:33:57
#> 2              512 Clinica~ Doctor 7   NA                  2017-11-20 11:33:57
#> 3              524 Triage   Nurse 5    2017-11-21 17:04:03 2017-11-21 17:06:05
#> 4              525 Triage   Nurse 5    2017-11-21 17:04:13 2017-11-21 17:06:08
#> 5              526 Triage   Nurse 5    2017-11-21 17:04:15 2017-11-21 17:06:10
#> 6              536 Triage   Nurse 27   2017-11-22 15:15:39 2017-11-22 15:25:01
#> 7              536 Treatme~ Nurse 27   2017-11-22 15:15:41 2017-11-22 15:25:03
#> 8              533 0        NA         2017-11-22 18:35:00 2017-11-22 18:37:00
#> 9              534 Registr~ NA         2017-11-22 18:35:00 2017-11-22 18:37:00
#> # ... with 2 more variables: triagecode <dbl>, specialization <chr>
# }