Feather plucking in birds can be prevented by ensuring they have a stimulating environment with plenty of toys and activities to prevent boredom. Providing a balanced diet and regular access to clean water can also help prevent feather plucking. Additionally, addressing any underlying health issues or stressors can be crucial in preventing this behavior.