There is science behind the mitigation measures that have most of us staying home. Or more accurately, there is math. Here are a couple links that explain the potential for the virus spreading exponentially, but also why reducing our exposure to one another for a while can make such a big difference.
ABC News report
YouTube video in ABC report explaining how to bend the exponential growth curve
NY Times article about fewer exposures making exponential difference