Can you replace water for milk in a hamburger recipe?

I have used water in place of milk for yeast bread recipes. You may need to add a bit more flour if the dough is too sticky, but otherwise it works well. In fact, sometimes I even prefer the water version bread over the milk version (and it's cheaper).