I remember "hearing" recently that it's because our society conditions (most certain types) men to feel entitled to access and success; tie their self-worth and value as a human to their level of success; and to deem it a personal failure when they don't.

These things together end up making for a personal despair that more often results in suicide.

That's why the white make suicide rate I'm the US is so proportionately high.