Do people have to pay dog tax in Germany?

Yes, every dog in Germany must be registered with the authorities and tax must be paid, the rate varies in each state though and might change depending on whether it is your first dog or an additional dog. The breed of the dog also affects how much tax is paid i.e. smaller dogs pay more than big dogs.