Apparently the Chinese govt believes it, as they have ~50M people under partial or complete lockdown.
Article online Fox Business news was talking about the affects on the stock market of the virus. The thought was it was a positive that China was taking such drastic action to quell the outbreak. One positive was a company called Novavax rose 36% when they announced they were working on a vaccine.