If there are more than 24 hours before the appointment date then yes you can change the booking.
You can login to your account, select the booking and select 'move booking'.
This will enable you to view the new availability times of the therapist. Find the time that suits, select it and that's it.
You will then see the appointment is updated with the new date/time.