Damn straight. The actual scientific method is to formulate a hypothesis about which policies would save the most people from a pandemic, then divide the population into a control group and a treatment group...
In these dark times we must not abandon Karl Popper
Oh and of course you need to either do this experiment with a large number of isolated populations, or a large number of pandemics, preferably both...
