The incentive structure is the bigger issue here, not necessarily prisoner treatment (though yes, we can address that too). A state wants to minimize prisons. A profit run prison wants to keep getting prisoners.
state run prisons and prison guard unions also have this problem. and these orgs are known to have successfully put legislative pressure on laws that will increase incarceration rates