Harsh? Not too.
I can't say I have much sympathy for people cancelling their flights to places like South Africa or India or London - or even domestically! - because of Ebola who are discovering that they can't get reimbursed. This fear-based reaction doesn't deserve to be catered to.
Your science-free bubble should be expensive.