I assure you it would not. This is a contagious virus widespread in the general population. Those who are going to get it will get it. The lockdown has done nothing except trash the economy and people’s livlihoods
This is my anecdotal experience. I work close to one of the top 10 busiest airports in passenger traffic in the world(DFW). DFW had major Asian, European, and Latin American flights coming in everyday, and I would pick them up in the hotel shuttle. I was on the front lines when no one knew appx, November 2019 to March 2020. There was no social distancing, at the time.
I felt fine, and I was on the front lines. When I heard first about Wuhan in January, I felt queezy, not for me, but people who don't have much public contact and live in confined spaces 24/7.
That's just my opinion, and being cooped up does not do anything for my physical and mental health.