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The Crash of Two Iconic Business Models — 1

How Fair Isaac and Arbitron let their customers down

January 2008 By Denny Hatch
11

In the News

DEFAULT LINES: THE NEW MATH OF CREDIT SCORES
Fair Isaac’s Revamped FICO Aims to Forgive Small Slips, Punish Repeat Offenders.

The company that cooks up credit scores for millions of Americans is changing its recipe—and that could affect how easily you get credit in the future.
Fair Isaac Corp., maker of the popular FICO credit score used by most lenders, says its new scoring model will do a better job predicting the likelihood of a borrower defaulting on a loan. For one thing, the new model, dubbed FICO ’08, will be more forgiving of occasional slips by consumers, but will take a harder line on repeat offenders. Fair Isaac predicts its new system will help lenders reduce default rates on their consumer credit by between 5% and 15%.

Jane J. Kim, The Wall Street Journal, December 19, 2007

Naturally, orders from the obvious crooks were discarded, saving us many thousands of dollars over the course of the year.

It was a primitive system, but it worked.

Enter Messrs. Fair and Isaac
In 1956, Bill Fair and Earl Isaac invested $400 each to start a company that would “use computers and mathematics to solve tough business problems.” Their first employee, Earl Follett, figured out how to predict the credit worthiness of an applicant based on analyzing a multitude of financial dealings:

* Punctuality of payments

* Total amount of debt—mortgage, car payments, credit cards, etc.

* Kinds of credit used—revolving, installment, etc.

* Length of credit history

In a 2002 Business Week story titled “How Fair is Fair Isaac,” Jane Black explained:

Scores range anywhere from 300 to 850. The higher the score, the better the credit risk. A consumer with a FICO score of 700 will pay approximately $382 per month for a $20,000 auto loan over 60 months, according to E-LOAN, a California-based Internet lending institution. The same loan for someone with a score of 680 costs $393, while a borrower with a FICO of 580 will pony up $495.

The Sub-Prime Fiasco
“Where Was FICO?” screamed the headline of Michael Maiello’s story in the September 17, 2007 issue of Forbes. The subhead: “The widespread use of no-money-down mortgages in the U.S. flummoxed the country’s best-known scorer of creditworthiness.”

“FICO became as generic a name in credit ratings as Bic in ballpoints and Kleenex in tissues,” Maiello wrote. “Over the past decade this Minneapolis firm’s earnings quintupled to $100 million on $825 million in revenue. And then something bad happened. FICO scores got entangled in the U.S. sub-prime mortgage mess.”

Missing from the Fair Isaac algorithm were two key elements:

1. How accurate (honest) was the mortgage applicant’s declaration of income and net worth?

2. What was likely to happen when a consumer was given the keys to a home without parting with so much as a nickel for a down payment?

Background
In 2000, Standard & Poor decreed that the “piggyback” mortgage was okay—that borrowers who took out a second mortgage to make a down payment on the first mortgage were no more likely to default than anyone else. It was a deeply flawed theory that greedy lenders glommed onto and started making mortgage loans at usurious interest rates to people with insufficient income or net worth to keep up the payments. The borrowers fell into three categories:

* Dumb consumers that did not understand what they were getting into.

* Greedy investors who bet property values would rise, enabling them to collect rent from tenants while they waited to flip the property and make a fat profit.

* Out-and-out crooks committing naked fraud.

These loans were bundled into myriad funds and slivers were sold off to investors. The second deeply flawed theory was that since these funds were made up of loans from lenders all over the country, investors would be protected from individual failures.

With loan defaults all over the country, owners lost their homes and these funds were worthless. Hundreds of billions of dollars were lost. The result was the so-called sub-prime catastrophe.

Glengarry Glenn Ross
At the end of last year (Vol.3, No. 86) I described seeing David Mamet’s play Glengarry Glenn Ross in London starring Jonathan Pryce—the story of a bunch of desperate, sweet-talking land salesmen operating in Chicago during the 1960s who would say anything to sell a property to a prospect.

I have since rented the movie—brilliantly acted by Jack Lemmon, Alan Arkin, Kevin Spacey, Alec Baldwin, Ed Harris and Jonathan Pryce. These are sweaty, conniving, whining, third-rate guys who lead mediocre lives from paycheck to all-too-occasional paycheck.

However, in comparison to the purveyors of sub-prime loans, the Glengarry and Glenn Ross characters are blue-ribbon royalty. The reason: in order to get a commission, David Mamet’s frantic, fictitious salesmen had to get a signed check from a customer along with a signed contract for the property.

In the world of sub-prime loans, the buyers parted with zero cash. With a wink and a nod, the salesmen gave a cursory glance to their income statements and sent the names to Fair Isaac, only to receive back a deeply flawed, upbeat credit score.

The name of this e-zine is Business Common Sense. Common sense dictates that:

* If a home buyer cannot afford a down payment, chances are a mortgage cannot be afforded either. And, at the very least, the family’s finances should be put under a microscope.

* The old rule of thumb, that housing should cost no more than one quarter of a person’s income, is still viable. Whether it’s gross income or net income (after tax) is negotiable.

Ignoring common sense, the suckers were urged to sign on the dotted line—agreeing to adjustable-rate mortgages and believing the wildly extravagant guarantees that they could get refinancing at low interest before the grotesque double-digit APRs kicked in. With no money changing hands, these sad sacks were presented with their front door keys. The salesmen got their commissions, the banks got their fees and happy days were here again.

It is astonishing that some of the biggest—and previously most respected—names in the world of financial services did not understand consumers’ mindset, investors’ greed or the business model of sub-prime loans. They bet the farm on this financial bubble and lost hundreds of billions. Among the sub-prime losses so far:
UBS: $13.5bn
Citigroup: $11bn
Bank of China: $9bn
Merrill Lynch: $8bn
Capital One: $4.9bn
Morgan Stanley: $3.7bn
HSBC: $3.4bn
Bear Stearns: $ 3.2bn
Deutsche Bank: $3.2bn
Bank of America: $3bn
Barclays: $2.6bn
Royal Bank of Scotland: $2.6bn
Freddie Mac: $2bn
Credit Suisse: $1bn
Wachovia: $1.1bn
IKB Germany: $1b
Source: Various reports

The numbers above do not take into account the additional hundreds of billions of dollars lost by individual investors and the million-plus homeowners—and tenants—tossed out on the street.

In addition, more than 100 lenders went belly-up and over 100,000 jobs are expected to be lost in the financial services sector when the whole mess shakes out.

What of Fair Isaac?
Fair Isaac VP Ronald Totaro tried to extricate the company from blame by telling Maiello of Forbes that “FICO scores an individual’s risk over time. It’s not an assessment of the riskiness of the loan made.” He said creditors should not make lending decisions based solely on FICO scores.

So Fair Isaac has announced a tweaking of its scoring algorithm.

That’s called locking the barn door after the horses were stolen.

A Final Word About Financial Services
The word “services” (as in financial services) reminds me of a story told by the late Barry Gray, the mellifluous-voiced fixture on New York talk radio for 50 years.

On a late-night broadcast, Gray did a riff on the boyhood of the great American humorist and trick rope artist Will Rogers and the meaning of the word “service.”

When Rogers was about 10 years old, he was sitting on the split-rail fence of his family’s 400-acre spread located on the shore of Lake Oologah, Oklahoma. He looked up and saw an immense, blue-ribbon-prize bull from the adjoining ranch being led across his property to an adjacent ranch where he was scheduled to service a prize heifer.

“Since then, every time I hear the word ‘service,’” Rogers said years later, “I know somebody is going to get screwed.”

Takeaway Points to Consider:

* Do not ever let greed trump common sense.

* The person who cannot afford a down payment is probably a lousy customer.

* In 1965, Intel co-founder Gordon Moore predicted that the number of transistors on a chip would double every 24 months. The Moore formula—coupled with the Internet—have made the amassing and synthesizing of data possible at warp speed.

* As a result, consumers and businesspeople have come to expect more information—and more accurate information—to be available virtually in real time.

* Is your organization’s data retrieval and processing able to keep up with these sweeping changes, enabling your people to make decisions quickly and accurately?

* In short, does your business model need tweaking? Or even a complete overhaul?

* Had Fair Isaac done some serious tweaking to its algorithm—and had some real-world (as opposed to ivory-tower) understanding of how consumers’ and investors’ minds work—the enormity of the sub-prime catastrophe might have been lessened.

* This coming Thursday’s edition of Business Common Sense will examine Arbitron, a company built on a 1950s business model that was obsolescent at the outset, proven useless today and still in operation.

Web Sites Related to Today's Edition:

Fair Isaac Changes Its Recipe—The Wall Street Journal
http://tinyurl.com/2vy97b

Fair Isaac and Sub-Prime Blame—Forbes
http://tinyurl.com/39a9uw

Credit Bureaus Create a Single Rating—The Wall Street journal
http://tinyurl.com/32mfb8

Fair Isaac Web Site
http://www.fairisaac.com

How Bear Stearns Blew It—Business Week
http://tinyurl.com/288v2a

Fraud as a Sub-Prime Driver—The Wall Street Journal
http://tinyurl.com/2ayb7u

Lenders Lobbying Exacerbated Sub-prime Mess—The Wall Street Journal
http://tinyurl.com/ytpmyf

Timeline: Sub-Prime Losses—BBC News
http://tinyurl.com/ypdb65

Financial Bubbles in History
http://en.wikipedia.org/wiki/Economic_bubble#Examples

Sub-Prime Implode-o-Meter (Bankrupt Lenders)
http://ml-implode.com/

Credit Bureaus Create a Single Rating—The Wall Street journal
http://tinyurl.com/32mfb8

Experian
http://experian.com

Equifax
http://www.equifax.com

TransUnion
www.transunion.com

Glengarry Glen Ross
Film History: http://www.imdb.com/title/tt0104348/
DVD: http://tinyurl.com/2jja5c
Script: http://tinyurl.com/3azp92
 
11

COMMENTS

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Comment *
Most Recent Comments:
Sue - Posted on January 09, 2008
Having equity in a home does not guarantee no default. Homes with equity are in foreclousure all the time - ask any real estate agent, it happens. Not everyone who did a 100% loan is going to default - I know, I'm one of them. GREED is certainly a contributing factor but IMO the greed upon the part of financial institutions is a far greater issue than greed upon the part of consumers. Credit card companies bumping interest rates on customers based on FICO scores who had never been late should have been illegal, it was not. Insurance companies raising rates on customers based on FICO scores who had never filed a claim should have been illegal. It was not.

In short, don't give me the BS that the guy who does the load is always the problem. The problem is a corrupt system in the first place.
marty - Posted on January 09, 2008
You forgot the main star of Glengarry Glenross - Al Pacino!
Wash Phillips - Posted on January 08, 2008
Is the question of ?sharp practices? being looked at squarely here, Denny?

I always found negative option clubs and continuity series??Take the first book free and receive one book a month thereafter?? clearly aimed to trick me. Not ?persuading? or ?offering??tricking me into forgetting to phone for cancellation or just making it damned hard to do so, so they could keep billing me ad infinitum and move old, unpopular books.

But I was tricky, too: poor collegian, chasing a hardcover offer, ready to cancel soon after. We call it piracy now, but that was the offer! I was no thief. Buyer-side trickery vs. publisher-side trickery. Both legit. Fatigue finally taught me something for nothing isn't; somebody?s gotta pay.

So greedy lenders worked the system (not the first time with something-for-nothing borrowers), pocketed invisible commissions covered by selling the loan book to greedy investors?some of them greedy institutions. Did Fair Isaac ever send its lender clients an advisory letter reminding them of the debacle to be had with zero-down mortgages? My misanthropic guess is, FI just winked and looked at their own increasing pile of profits. ?It?s not my job.?

Banks flooding us with credit cards ever spend a buck to sponsor ?Truth In Lending Training? for teens, Gen-Xers or even overdrawn adults? My son?s pal re-upped for a $20k Navy bonus to stop credit card bleeding from piranha fees. No deadbeat, never bought a house. The Credit Life urged on us by lenders and advertisers just bit him in the butt. Sub-prime dangers/defaults are only the momentary face of this malady.

Glint of a shining offer makes it harder to see what?s next, and where responsibility lies.
Richard - Posted on January 08, 2008
Great article as always Denny. Denny - wow are you off the mark, in my humble opinion blaming the consumer and the FICO Credit scoring system. Should be titled See no Evil - Hear no Evil..." And You missed the link & should have given the explaination of a Ponzi Scheme. the Wikipedia for it is below.
After all isn't that what it looks like? And what happened to the Lawyers, title companies, Realtors, and buyers financial advisors? What ever happend to looking after a clients best interets? Every hear of a Buyer Agent? An Attorney? These were supposed to be trusted advisors !

Did nobody (Realtos, Attorneys, Mortgage reps, etc) know that buyers real estate values could go down? Or that adjustible rate mortgages could adjust up?
Unfortunately - we all will pay for this disaster.

Denny -
http://en.wikipedia.org/wiki/Ponzi_scheme

JAFrommeyer - Posted on January 08, 2008
Some of your statements this week are unfair and make you appear out of touch with todays reality.

* If a home buyer cannot afford a down payment, chances are a mortgage cannot be afforded either.
* The person who cannot afford a down payment is probably a lousy customer.

Home prices are WAY out of control - EVERYWHERE. Adjustable Rate Mortgages should be illegal. And people who get involved in "borrowing" money that is in the HUNDREDS of THOUSANDS of dollars should be smart enough to do the homework and know whether they can afford what they're getting into. Getting in over your head and then crying victim is nonesense!

A home purchased in 1970 for 26,500 for a young 20 something couple earning 13,250 is now priced at 550,000. Following the same logic, that same young 20-something couple would have to earn 275,000 per year. It's no secret that home prices have gone up much more dramatically than salaries. I'm going to go out on a limb and guess that you already own your home. Speak to some of your 20 & 30 y/o co-workers and ask what it's like to be first time buyers in TODAYS economy. It's different than it was in the 60's and 70's.

There's plenty of blame to spread around in this real estate debacle. If the government steps in and saves all these foolhardy people from the fate that they sent themselves to, well then, that can be another story for you to write.
Cheers.
Mark Pilipczuk - Posted on January 08, 2008
Thought provoking as always, Denny. I agree with Ross and David here. I recall your article a while back about that old-time local banker who'd meet a child for the first time and put a dollar in their account. Then, he built life-long relationships with the locals and made loans for education, autos, mortgages, weddings, etc. All done firsthand, with a lot of eyeball-to-eyeball. If you couldn't afford a loan, he probably told you.

Contrast this with the subprime mess. A bunch of MBAs at the mortgage companies trying to cram the loans through as quickly as possible and then sell off the portfolio using the bigger sucker theory.

Let's keep the heat on the originators of the loans--they set up the loose controls on their own people who issued the loans and couldn't be bothered to fact check the applications. Definitely no eyeball-to-eyeball here.

Also like the redesign. Happy New Year!
Heather - Posted on January 08, 2008
Ross Turney - Posted on January 08, 2008
I don?t know that I fully understand the whole mess, but I think I side with David. Doesn't FI provide the data and the lenders make the decision on how they use it and what risk they are willing to take? I think all the lenders which jumped on this bandwagon are to blame, not FI.
Unless FI originated this lending strategy. Who was the first lender to make these offers anyway?

P.S. I like your redesign.

David - Posted on January 08, 2008
Fair Isaacs and its FICO scores are not to blame for the mortgage meltdown. F.I. figures out general "creditworthiness" based on data it is provided, such as a person's payment history and credit card balances. It does not receive or judge mortgage applications or property values. It does not determine whether a person is a good risk for a particular mortgage. FI never told any lender that a 0 down payment, variable loan was not insanely risky. The mortgage lenders, Standard and Poors, mortgage brokers, and many others have created the mess, but F.I. did not.
Heidi - Posted on January 08, 2008
This is a great article. I have never proclaimed to be an accountant or vaguely interested in that career, but with that said, evern I could see that these loans were going to crash our system. I told my mother that 2 years ago and luckily she did not take one out. The folks in charge should pay a HUGE fine to go towards the deficit we face because of their greed.
John Jay Daly - Posted on January 08, 2008
Another winnah from Denny H. This should be Page One of a future WSJ analysis or an Op Ed in many major dailies.

Happy Noo Year!

Question for Denny: Does Mrs Joe Gibbs qualaify to replace her husband as coach of the Redskins since she's been married to him a long time and has watched countless games?
Click here to view archived comments...
Archived Comments:
Sue - Posted on January 09, 2008
Having equity in a home does not guarantee no default. Homes with equity are in foreclousure all the time - ask any real estate agent, it happens. Not everyone who did a 100% loan is going to default - I know, I'm one of them. GREED is certainly a contributing factor but IMO the greed upon the part of financial institutions is a far greater issue than greed upon the part of consumers. Credit card companies bumping interest rates on customers based on FICO scores who had never been late should have been illegal, it was not. Insurance companies raising rates on customers based on FICO scores who had never filed a claim should have been illegal. It was not.

In short, don't give me the BS that the guy who does the load is always the problem. The problem is a corrupt system in the first place.
marty - Posted on January 09, 2008
You forgot the main star of Glengarry Glenross - Al Pacino!
Wash Phillips - Posted on January 08, 2008
Is the question of ?sharp practices? being looked at squarely here, Denny?

I always found negative option clubs and continuity series??Take the first book free and receive one book a month thereafter?? clearly aimed to trick me. Not ?persuading? or ?offering??tricking me into forgetting to phone for cancellation or just making it damned hard to do so, so they could keep billing me ad infinitum and move old, unpopular books.

But I was tricky, too: poor collegian, chasing a hardcover offer, ready to cancel soon after. We call it piracy now, but that was the offer! I was no thief. Buyer-side trickery vs. publisher-side trickery. Both legit. Fatigue finally taught me something for nothing isn't; somebody?s gotta pay.

So greedy lenders worked the system (not the first time with something-for-nothing borrowers), pocketed invisible commissions covered by selling the loan book to greedy investors?some of them greedy institutions. Did Fair Isaac ever send its lender clients an advisory letter reminding them of the debacle to be had with zero-down mortgages? My misanthropic guess is, FI just winked and looked at their own increasing pile of profits. ?It?s not my job.?

Banks flooding us with credit cards ever spend a buck to sponsor ?Truth In Lending Training? for teens, Gen-Xers or even overdrawn adults? My son?s pal re-upped for a $20k Navy bonus to stop credit card bleeding from piranha fees. No deadbeat, never bought a house. The Credit Life urged on us by lenders and advertisers just bit him in the butt. Sub-prime dangers/defaults are only the momentary face of this malady.

Glint of a shining offer makes it harder to see what?s next, and where responsibility lies.
Richard - Posted on January 08, 2008
Great article as always Denny. Denny - wow are you off the mark, in my humble opinion blaming the consumer and the FICO Credit scoring system. Should be titled See no Evil - Hear no Evil..." And You missed the link & should have given the explaination of a Ponzi Scheme. the Wikipedia for it is below.
After all isn't that what it looks like? And what happened to the Lawyers, title companies, Realtors, and buyers financial advisors? What ever happend to looking after a clients best interets? Every hear of a Buyer Agent? An Attorney? These were supposed to be trusted advisors !

Did nobody (Realtos, Attorneys, Mortgage reps, etc) know that buyers real estate values could go down? Or that adjustible rate mortgages could adjust up?
Unfortunately - we all will pay for this disaster.

Denny -
http://en.wikipedia.org/wiki/Ponzi_scheme

JAFrommeyer - Posted on January 08, 2008
Some of your statements this week are unfair and make you appear out of touch with todays reality.

* If a home buyer cannot afford a down payment, chances are a mortgage cannot be afforded either.
* The person who cannot afford a down payment is probably a lousy customer.

Home prices are WAY out of control - EVERYWHERE. Adjustable Rate Mortgages should be illegal. And people who get involved in "borrowing" money that is in the HUNDREDS of THOUSANDS of dollars should be smart enough to do the homework and know whether they can afford what they're getting into. Getting in over your head and then crying victim is nonesense!

A home purchased in 1970 for 26,500 for a young 20 something couple earning 13,250 is now priced at 550,000. Following the same logic, that same young 20-something couple would have to earn 275,000 per year. It's no secret that home prices have gone up much more dramatically than salaries. I'm going to go out on a limb and guess that you already own your home. Speak to some of your 20 & 30 y/o co-workers and ask what it's like to be first time buyers in TODAYS economy. It's different than it was in the 60's and 70's.

There's plenty of blame to spread around in this real estate debacle. If the government steps in and saves all these foolhardy people from the fate that they sent themselves to, well then, that can be another story for you to write.
Cheers.
Mark Pilipczuk - Posted on January 08, 2008
Thought provoking as always, Denny. I agree with Ross and David here. I recall your article a while back about that old-time local banker who'd meet a child for the first time and put a dollar in their account. Then, he built life-long relationships with the locals and made loans for education, autos, mortgages, weddings, etc. All done firsthand, with a lot of eyeball-to-eyeball. If you couldn't afford a loan, he probably told you.

Contrast this with the subprime mess. A bunch of MBAs at the mortgage companies trying to cram the loans through as quickly as possible and then sell off the portfolio using the bigger sucker theory.

Let's keep the heat on the originators of the loans--they set up the loose controls on their own people who issued the loans and couldn't be bothered to fact check the applications. Definitely no eyeball-to-eyeball here.

Also like the redesign. Happy New Year!
Heather - Posted on January 08, 2008
Ross Turney - Posted on January 08, 2008
I don?t know that I fully understand the whole mess, but I think I side with David. Doesn't FI provide the data and the lenders make the decision on how they use it and what risk they are willing to take? I think all the lenders which jumped on this bandwagon are to blame, not FI.
Unless FI originated this lending strategy. Who was the first lender to make these offers anyway?

P.S. I like your redesign.

David - Posted on January 08, 2008
Fair Isaacs and its FICO scores are not to blame for the mortgage meltdown. F.I. figures out general "creditworthiness" based on data it is provided, such as a person's payment history and credit card balances. It does not receive or judge mortgage applications or property values. It does not determine whether a person is a good risk for a particular mortgage. FI never told any lender that a 0 down payment, variable loan was not insanely risky. The mortgage lenders, Standard and Poors, mortgage brokers, and many others have created the mess, but F.I. did not.
Heidi - Posted on January 08, 2008
This is a great article. I have never proclaimed to be an accountant or vaguely interested in that career, but with that said, evern I could see that these loans were going to crash our system. I told my mother that 2 years ago and luckily she did not take one out. The folks in charge should pay a HUGE fine to go towards the deficit we face because of their greed.
John Jay Daly - Posted on January 08, 2008
Another winnah from Denny H. This should be Page One of a future WSJ analysis or an Op Ed in many major dailies.

Happy Noo Year!

Question for Denny: Does Mrs Joe Gibbs qualaify to replace her husband as coach of the Redskins since she's been married to him a long time and has watched countless games?