I was hoping for more quantitative analysis. All this boils down to is do your work, go a little bit further, and be curious. Where I work, that’s just the baseline for getting into the company.
The solution IMO is to break the divide between the director level and the grunts by having upper mgmt walk the floor, and to have a coherent program of work with measurable outcomes. As far as I can tell this happens almost never.