If fear is what is needed for people to act responsibly then it is okay if they have fear. What they need is sense enough to understand the dangers we are facing, and help to prevent further spread of the virus. In this case, you are your "brother's keepers." since even if we don't care if we are infected, which is a bit silly, then think of your friends and relatives that you would put into risk if you become infected!
