We have the following mention in few pages:

Replica set members which use the WiredTiger storage engine should not use the --nojournal option. For more information about journaling, see Manage Journaling.

However the page "Manage Journaling" fail to explain why.
Also this mention is also in the page "Manage Journaling", making the link point to its own page.