I keep feeling like I need to study Bayes nets in order to clarify my thinking about society. (This is probably not standard advice given to aspiring young sociologists, but I'm trying not to care about that.) Ordinary political speech is full of claims about causality ("Policy X causes Y, which is bad!" "Of course Y is bad, but don't you see?—the real cause of Y is Z, and if you hadn't been brainwashed by the System, you'd see that!"), but human intuitions about causality are probably confused (and would be clarified by Pearl) much like our intuitions about evidence are confused (and are clarified by Bayes).
Almost every policy proposal is, implicitly, a counterfactual conditional. "We need to implement Policy A in order to protect B" means that if Policy A were implemented, then it would have beneficial effects on B. But most people with policy opinions aren't actually in a position to implement the changes they talk about. Insofar as you construe the function of thought as to select actions in order to optimize the world with respect to some preference ordering, having passionate opinions about issues you can't affect is kind of puzzling. In a small group, an individual voice can change the outcome: if I argue that our party of five should dine at this restaurant rather than that one, then my voice may well carry the day. But people often argue about priorities for an entire country of millions of people, vast and diverse beyond any individual's comprehension! What's that about?