I assumed you were wrong that wealthier people would be more at risk for committing suicide, because this sounds like an interesting but believable bit of folklore trivia, but this study suggests you are right.

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC26575/

See heading titled “Comment”.