This very much reminds me of inaccurate perceptions people have of being a teacher since they've had so many teachers they get a sense that they are pretty familiar with the profession but most have only seen one side of it. Also analogous to the other point you were making, a difficulty in education research is how hard it is to come up with generalizable conclusions since each context can be unique.