You could give it an empty handler:
self.text_area_1.set_event_handler('change', lambda **e: None)
(That defines a function that accepts any keyword arguments, and always returns None)
However, it’s usually more understandable if you set some some sort of variable as a flag, and check it at the top of your event handler.