https://finance.yahoo.com/news/insurance-companies-discovered-devious-ways-094501832.html
It now makes a lot more sense what's going on with insurance costs/claims. It's disgusting what the insurance companies are doing.
"As Duncan Minty, an ethics consultant for insurers, recently wrote, "It's difficult to think of data that they haven't been collecting about policyholders."
That data is fed into proprietary models for analysis to determine how much to charge a particular consumer. The personalized prices that the algorithm spits out are not just based on how risky a person is compared to other similar people but also on metrics like Customer Lifetime Value — or the predicted net profit that a customer will deliver over their lifetime.
To determine that magic price tag, insurance companies drill down into the nitty-gritty details of your life. They might look at your home's roof using drones and automated image analysis, or where you're driving based on data from a smart device in your car, or what kinds of foods you're eating by looking at nutrition trackers. They might also look at your credit score, ZIP code, social-media posts, and battery-charging habits. This data can then be used as proxies for social categories like class and race or to make moral judgments about your personal responsibility, which factor into decisions for prices and policies.
One possible way insurers limit how much they pay on claims is by simply paying less on a batch of claims and seeing how many customers complain. If the number of complaints doesn't reach a certain threshold — say, 5% of claim decisions result in a formal complaint — then the amount paid is lowered even further with another batch of claims. The process of lowering payouts, which can be automated by AI tools, is continued until that threshold of complaints is reached.
In addition to dragging out claims until customers just give up, recent reporting by ProPublica found that the health insurer Cigna uses a system that helps doctors instantly reject a claim on medical grounds without opening the patient file, forcing customers to go through a tortuous appeals process."
If you want more in depth information on what Cigna is doing, read this article.
https://www.propublica.org/article/cigna-pxdx-medical-health-insurance-rejection-claims
It now makes a lot more sense what's going on with insurance costs/claims. It's disgusting what the insurance companies are doing.
"As Duncan Minty, an ethics consultant for insurers, recently wrote, "It's difficult to think of data that they haven't been collecting about policyholders."
That data is fed into proprietary models for analysis to determine how much to charge a particular consumer. The personalized prices that the algorithm spits out are not just based on how risky a person is compared to other similar people but also on metrics like Customer Lifetime Value — or the predicted net profit that a customer will deliver over their lifetime.
To determine that magic price tag, insurance companies drill down into the nitty-gritty details of your life. They might look at your home's roof using drones and automated image analysis, or where you're driving based on data from a smart device in your car, or what kinds of foods you're eating by looking at nutrition trackers. They might also look at your credit score, ZIP code, social-media posts, and battery-charging habits. This data can then be used as proxies for social categories like class and race or to make moral judgments about your personal responsibility, which factor into decisions for prices and policies.
One possible way insurers limit how much they pay on claims is by simply paying less on a batch of claims and seeing how many customers complain. If the number of complaints doesn't reach a certain threshold — say, 5% of claim decisions result in a formal complaint — then the amount paid is lowered even further with another batch of claims. The process of lowering payouts, which can be automated by AI tools, is continued until that threshold of complaints is reached.
In addition to dragging out claims until customers just give up, recent reporting by ProPublica found that the health insurer Cigna uses a system that helps doctors instantly reject a claim on medical grounds without opening the patient file, forcing customers to go through a tortuous appeals process."
If you want more in depth information on what Cigna is doing, read this article.
https://www.propublica.org/article/cigna-pxdx-medical-health-insurance-rejection-claims
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