Interesting if perhaps a little over simplified, however I can't take anyone seriously who self describes as "a member of the East Coast liberal elite"
Yikes
Yikes
It's pretty clear from the context that it's a "badge of shame" label from the point of view of her father, applied since she went down the path of academia instead of becoming a housewife.