Dust mites do cause itching because they basically chow down and eat at your skin
They kill your skin cells and this causes itching and pain. You should do your best to keep your house clean and keep dust mites away.
If needed you should get your house professionally cleaned of dust mites as they can hard to get rid of on your own.