There's also a background debate here over whether depression should be seen as biological/chemical or environmental. This comes up in the article toward the end:
> Although viewing depression as a biological disorder may seem like it would reduce stigma, in fact, research has shown the opposite, and also that people who believe their own depression is due to a chemical imbalance are more pessimistic about their chances of recovery.
The thing is, if you're not a dualist, there's no reason depression can't be chemical and environmental. Clearly life circumstances can lead to depression and making changes (diet, exercise, leaving a job, leaving a relationship, undertaking therapy) can be a way out. Most doctors understand this and that doesn't discredit medication as a potential option.