At least in the first half of the nineteenth century, urban mortality rates were often higher because people were exposed to far more diseases and sanitation was horrendous. That being said, those who did not die developed better immune systems. It's not a coincidence that during the American Civil War disease was often more deadly in Confederate camps. While even the majority of Northern soldiers were from rural areas, there was nonetheless a much higher proportion of soldiers from urban backgrounds who had stronger immune systems.