Individuals who view punishment

There are many individuals who view punishment (both positive and negative) as a necessary teaching method. This can vary from one culture to another as well as from one individual to the next. What are your views on using punishment in order to reduce unwanted behaviors? In what situations is it OK, and in what situations should it be discouraged? Provide examples and references, if appropriate.