But pg has a pretty good idea of the 'why' of this observed phenomena so there is your underlying model: it is fundamentally important for CEOs to be able to communicate clearly and effectively with stakeholders.

Your 'correlation is not causation' mantra seems misplaced unless you can argue that effective communication is not fundamentally important.