This is not generally a problem for female dogs because the harness will not get in the way. However, it is possible that it will interfere with urination in male dogs. The harnesses that are designed to be worn all day, often have a removable panel so that they can urinate without difficulty.
It is important that the harness can be easily cleaned just in case it gets contaminated with urine or feces.