Wonga are blinding critics with science

The payday loan company shows off about its algorithm, but lends to the same vulnerable people.

I read Michael Brooks' article, Doing Science the Wonga Way, with great interest.

I have had the algorithm Wonga uses to distinguish between applicants explained to me, and it is fascinating. It makes the most of the fact that the internet is replete with thousands of pieces of information about us that, in aggregate, paint a reasonable picture of who we are. More importantly for Wonga, they also paint a picture of how creditworthy we might be. It doesn't take this lightly: I've been told it uses 6-8000 data points about the each of the people it checks.

The problem was that I only had the algorithm explained to me after its accuracy was seriously put in to question.

Wonga has a weekly survey of people who they consider to be good customers, and they brag about them to journalists. When the Guardian's Amelia Gentleman interviewed Errol Damelin, the chief executive of Wonga, he and his team had a chance to show that their model worked. When they put names of potential customers through their high-tech filters, the system ought to tell them whether they would be good customers. They would then only lend if it would be responsible to. After all, Wonga says that it turns away two-thirds of applicants.

Rather than the "web-savvy young professionals" that the company says that it lends to, one of the "good customers" on their weekly survey was Susan, an unemployed former nurse dependent on disability benefits. She uses the loans she receives from Wonga to buy food when she is short of cash. In fact, at the time of the Guardian interview, she had taken out 6 loans with Wonga, nearly double the amount of payday loans the average customer takes out (3.5).

We have two options here. Either we can assume Wonga purposefully targets people who are not median income, employed and web-savvy, unlike what they say, or their algorithm doesn't work as well as they say.

In the same interview with the Guardian, John Morwood, Wonga's communications director, said:

Sometimes we will make loans to people on significant benefits, but it is not something we do very frequently. It is very infrequent. I’m not going to say it doesn’t happen.

Dr Brooks is correct to say that the company has enjoyed some fantastic and enviable funding from several organisations. Last time I looked, Wonga were the beneficiaries of £3.7m from Balderton Capital in 2007, £14m from Accel Partners (also investors in Facebook) in 2009, then £73m from Oak Investment Partners, Meritech Partners and the Wellcome Trust.

I can't be certain, but my assumption is that at least some of these backers are interested in Wonga as an example of good science put into action by business, and aren't particularly interested in funding legal loansharking.

But Wonga's algorithm clearly doesn't alter the fundamentals of their business as much as they claim. Even with their flashy, investor-attracting scientific background, they still lend to people whose custom they admit they ought not to take.

Wonga itself is either misusing its own system to justify lending to people who should be served by less expensive lenders such as credit unions (which I think payday lenders should be obliged to advertise to low-income customers), or its algorithm needs a lot more work than it says.

As it stands, if the system confuses repeat borrowers who are unemployed and on benefits to buy food for people who are middle class, have bank accounts, are in full time employment and need the cash for minor financial shocks here and there, then there is a major issue.

Photograph: Getty Images

Carl Packman is a writer, researcher and blogger. He is the author of the forthcoming book Loan Sharks to be released by Searching Finance. He has previously published in the Guardian, Tribune Magazine, The Philosopher's Magazine and the International Journal for Žižek Studies.

YouTube screengrab
Show Hide image

“Trembling, shaking / Oh, my heart is aching”: the EU out campaign song will give you chills

But not in a good way.

You know the story. Some old guys with vague dreams of empire want Britain to leave the European Union. They’ve been kicking up such a big fuss over the past few years that the government is letting the public decide.

And what is it that sways a largely politically indifferent electorate? Strikes hope in their hearts for a mildly less bureaucratic yet dangerously human rights-free future? An anthem, of course!

Originally by Carly You’re so Vain Simon, this is the song the Leave.EU campaign (Nigel Farage’s chosen group) has chosen. It is performed by the singer Antonia Suñer, for whom freedom from the technofederalists couldn’t come any suñer.

Here are the lyrics, of which your mole has done a close reading. But essentially it’s just nature imagery with fascist undertones and some heartburn.

"Let the river run

"Let all the dreamers

"Wake the nation.

"Come, the new Jerusalem."

Don’t use a river metaphor in anything political, unless you actively want to evoke Enoch Powell. Also, Jerusalem? That’s a bit... strong, isn’t it? Heavy connotations of being a little bit too Englandy.

"Silver cities rise,

"The morning lights,

"The streets that meet them,

"And sirens call them on

"With a song."

Sirens and streets. Doesn’t sound like a wholly un-authoritarian view of the UK’s EU-free future to me.

"It’s asking for the taking,

"Trembling, shaking,

"Oh, my heart is aching."

A reference to the elderly nature of many of the UK’s eurosceptics, perhaps?

"We’re coming to the edge,

"Running on the water,

"Coming through the fog,

"Your sons and daughters."

I feel like this is something to do with the hosepipe ban.

"We the great and small,

"Stand on a star,

"And blaze a trail of desire,

"Through the dark’ning dawn."

Everyone will have to speak this kind of English in the new Jerusalem, m'lady, oft with shorten’d words which will leave you feeling cringéd.

"It’s asking for the taking.

"Come run with me now,

"The sky is the colour of blue,

"You’ve never even seen,

"In the eyes of your lover."

I think this means: no one has ever loved anyone with the same colour eyes as the EU flag.

I'm a mole, innit.