Poor study. They failed to take in the medical factor for people eligible for Medicare Part D. Basically age 65 and over and those on disability. You would expect this population to have a higher incidence of chronic opiate use. While it may be an interesting association, I think it's more like apples and oranges.
Being told you're delusional does not necessarily mean you're mental.