Hi Craig,
I am a Site Admin and we are using TL15.
In order to change the time, I have to change the option from Monthly to Daily first, then the time dropdown turns white and I can edit it. I then change it back to Monthly and save.
The Scheduled report screen shows it defaulting back to 12:00AM.
Kind regards,
Winnie