Insurance companies really aren't the villains in the US healthcare system, they're going to make money no matter what because they pass cost increases on to their subscribers and are capped in how much profit they can make via regulation.
Insurance companies really aren't the villains in the US healthcare system, they're going to make money no matter what because they pass cost increases on to their subscribers and are capped in how much profit they can make via regulation.
It's just not unviable, I don't think it's even possible. As soon as a metric becomes tracked, people are incentivized to game it.
From my own experience as a very high-volume eBay seller, mandating a certain return rate led us to simply discourage customers from using the (convenient, well-designed) integrated returns systems. Mandating that only a tiny fraction of a percentage of items can be cancelled due to being out of stock leads to sellers sending either the wrong item or a fake tracking number (this gets us all the time on AliExpress).
If data-driven software companies can't handle it for something as simple as eCommerce, I have no idea how the medical industry is supposed to get it right.
And the for profit ones are making plenty of money whatever regulations theyre subject to:
>During 2010, Health Care Service Corporation, the parent company of BCBS in Texas, Oklahoma, New Mexico, Montana and Illinois, nearly doubled its income to $1.09 billion in 2010, and began four years of billion-dollar profits.
I'm not saying they're villains, but "they're going to make money no matter what" isn't a compelling argument to me, and I have precisely 0 faith in the government to meaningfully regulate them.
It's still a fairly hard problem. I've had several very clever data scientists on teams who have gone "Oh, this is just an X problem..." and then 9 months later they're still trying to get a model to perform better than "Just take the average".