If this option is ticked, the filter will be included when the report is run in context, i.e. from a dashboard. An example of context is shown below where a report can be run from the Projects screen. When reports are run in context the user does not have the option to configure the filters at runtime, the report is run as configured and uses filters where Include filter when running in context is set.
