People in general treat the slaves near them well, and slaves far away bad. Having a slave as a household servant was most expensive because you treated them well, while you demanded many more hours of work from the slaves working outside who you didn't see as much. And if you can remove the slave to a distance mine - work them to death (that is dead, not the figure of speech), which was more efficient use of money.