Here’s the secret bias in mortgage-approval algorithms

Paco Dennis

SF VIP
Location
Mid-Missouri
"An investigation by The Markup has found that lenders in 2019 were more likely to deny home loans to people of color than to white people with similar financial characteristics — even when we controlled for newly available financial factors the mortgage industry for years has said would explain racial disparities in lending.

A complex statistical analysis of more than 2 million conventional mortgage applications found that lenders were:

  • 40% more likely to turn down Latino applicants for loans.
  • 50% more likely to deny Asian/Pacific Islander applicants.
  • 70% more likely to deny Native American applicants than similar white applicants.

Lenders were 80% more likely to reject Black applicants than similar white applicants. These are national rates.


In every case, the prospective borrowers of color looked almost exactly the same on paper as the white applicants, except for their race.


The industry had criticized previous similar analyses for not including financial factors they said would explain disparities in lending rates but were not public at the time: debts as a percentage of income, how much of the property’s assessed worth the person is asking to borrow, and the applicant’s credit score.


The first two are now public in the Home Mortgage Disclosure Act data. Including these financial data points in our analysis not only failed to eliminate racial disparities in loan denials, it highlighted new, devastating ones.


TheMarkup found that lenders gave fewer loans to Black applicants than white applicants even when their incomes were high — $100,000 a year or more — and had the same debt ratios. In fact, high-earning Black applicants with less debt were rejected more often than high-earning white applicants who have more debt."


https://www.news8000.com/i/heres-the-secret-bias-in-mortgage-approval-algorithms/
 

Seriously this discrimination is still going on?! Maddening. When I bought that house I owned in 2001 I got pushed to another town in my county. I should have never bought there. I should have bought in the town I was in (and returned to) Prices would have been more, but it would have been better.

They were giving loans to anyone at that time, pushing prices up. I knew of a certified nursing assistant with a husband with a sketchy work record who got a house loan. They lost it in less than two years. For what? So mortgage companies could make a ton of money? And people who genuinely qualified for a loan competed with this and found prices rising.

Perhaps it's time to keep race, gender and marital status out of loan applications if people can't be fair.
 
I think if you're white, and you look around. You don't see any discrimination. Yeah, you may not be rich, or have movie star good looks, but you don't think the system is programed to screw you. And what's worse is if you aren't white, and you know you're getting screwed.
 


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