The fact university administrators responded to boom in demand/capital by hiring way more administrators is probably not directly a consequence of Baumol either. But it is why the costs of these administrators is so expensive, t which is reflected in tution costs.
Maybe you could blame it because being a uni admin is an easy job to get with little actual output demanded of you, but you still get paid like a high productivity sector employee, so people flocked to it. And if they were paid a wage connected to their individual output they wouldn't be nearly as many of them and tuition costs could go down.
But the universities could also just fire 2/3rds of them and still function while paying the rest normal high wages.