Vox’s Analysis of Corona Model
Vox has an article well worth reading about a certain coronavirus model that the administration uses. It points out that this model has consistently underestimated the death rates (it previously said that the cumulative death rate would be 60,000 and then later revised to 72,500 when it was obvious that we were breaching the 60K levels). Now I don’t want to focus on how wrong the model has been, because Vox is doing a good job of that, but I do want to point out that learning about the assumptions behind the models is very important.
Now I want to point out that I would imagine most models would be wrong (just like most corporate internal forecasts are off) because very little is known about the virus at this stage of the crisis. We just don’t know a lot. But it is good to review the assumptions to see if there are any weak assumptions that would need to be bolstered or changed.
One assumption of the administration’s model that stood out was the idea that after the peak infection, the death rate would rapidly drop off. I’m not sure why the death rate would necessarily drop off after the peak. Unless the doctors have figured out a way of saving people who are in the pipeline of infections, there is nothing to say the death rate should go down. If the infection rate after the peak declines rapidly, then maybe after 2 weeks, the death rate would also go down.
One thing I’m not seeing: infection rates rapidly declining after the peak. Of course, there are not that many countries or states that have reached peak infection. But what little there are, it seems like the infection rate flattens out rather than decline, so the assumption of rapid decline after peak will need to change.
Then there is the assumption that people will social distance and do all of the other necessary things. Unfortunately, news indicates that there are some who will not social distance or wear masks so that could derail the model’s outcomes. This particular assumption should be tweaked to reflect the resistance.
All in all, the article is a good read and shows the kind of thinking we should be deploying. Unfortunately, a lot of us are not able to do any kind of critical thinking; we prefer to ignore the experts out right rather than to probe their reasoning to determine the strengths of the reasoning. Or we prefer to just accept what we are told.
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