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.
 

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Find the EU renegotiation demands dull? Me too – but they are important

It's an old trick: smother anything in enough jargon and you can avoid being held accountable for it.

I don’t know about you, but I found the details of Britain’s European Union renegotiation demands quite hard to read. Literally. My eye kept gliding past them, in an endless quest for something more interesting in the paragraph ahead. It was as if the word “subsidiarity” had been smeared in grease. I haven’t felt tedium quite like this since I read The Lord of the Rings and found I slid straight past anything written in italics, reasoning that it was probably another interminable Elvish poem. (“The wind was in his flowing hair/The foam about him shone;/Afar they saw him strong and fair/Go riding like a swan.”)

Anyone who writes about politics encounters this; I call it Subclause Syndrome. Smother anything in enough jargon, whirr enough footnotes into the air, and you have a very effective shield for protecting yourself from accountability – better even than gutting the Freedom of Information laws, although the government seems quite keen on that, too. No wonder so much of our political conversation ends up being about personality: if we can’t hope to master all the technicalities, the next best thing is to trust the person to whom we have delegated that job.

Anyway, after 15 cups of coffee, three ice-bucket challenges and a bottle of poppers I borrowed from a Tory MP, I finally made it through. I didn’t feel much more enlightened, though, because there were notable omissions – no mention, thankfully, of rolling back employment protections – and elsewhere there was a touching faith in the power of adding “language” to official documents.

One thing did stand out, however. For months, we have been told that it is a terrible problem that migrants from Europe are sending child benefit to their families back home. In future, the amount that can be claimed will start at zero and it will reach full whack only after four years of working in Britain. Even better, to reduce the alleged “pull factor” of our generous in-work benefits regime, the child benefit rate will be paid on a ratio calculated according to average wages in the home country.

What a waste of time. At the moment, only £30m in child benefit is sent out of the country each year: quite a large sum if you’re doing a whip round for a retirement gift for a colleague, but basically a rounding error in the Department for Work and Pensions budget.

Only 20,000 workers, and 34,000 children, are involved. And yet, apparently, this makes it worth introducing 28 different rates of child benefit to be administered by the DWP. We are given to understand that Iain Duncan Smith thinks this is barmy – and this is a man optimistic enough about his department’s computer systems to predict in 2013 that 4.46 million people would be claiming Universal Credit by now*.

David Cameron’s renegotiation package was comprised exclusively of what Doctor Who fans call handwavium – a magic substance with no obvious physical attributes, which nonetheless helpfully advances the plot. In this case, the renegotiation covers up the fact that the Prime Minister always wanted to argue to stay in Europe, but needed a handy fig leaf to do so.

Brace yourself for a sentence you might not read again in the New Statesman, but this makes me feel sorry for Chris Grayling. He and other Outers in the cabinet have to wait at least two weeks for Cameron to get the demands signed off; all the while, Cameron can subtly make the case for staying in Europe, while they are bound to keep quiet because of collective responsibility.

When that stricture lifts, the high-ranking Eurosceptics will at last be free to make the case they have been sitting on for years. I have three strong beliefs about what will happen next. First, that everyone confidently predicting a paralysing civil war in the Tory ranks is doing so more in hope than expectation. Some on the left feel that if Labour is going to be divided over Trident, it is only fair that the Tories be split down the middle, too. They forget that power, and patronage, are strong solvents: there has already been much muttering about low-level blackmail from the high command, with MPs warned about the dire influence of disloyalty on their career prospects.

Second, the Europe campaign will feature large doses of both sides solemnly advising the other that they need to make “a positive case”. This will be roundly ignored. The Remain team will run a fear campaign based on job losses, access to the single market and “losing our seat at the table”; Leave will run a fear campaign based on the steady advance of whatever collective noun for migrants sounds just the right side of racist. (Current favourite: “hordes”.)

Third, the number of Britons making a decision based on a complete understanding of the renegotiation, and the future terms of our membership, will be vanishingly small. It is simply impossible to read about subsidiarity for more than an hour without lapsing into a coma.

Yet, funnily enough, this isn’t necessarily a bad thing. Just as the absurd complexity of policy frees us to talk instead about character, so the onset of Subclause Syndrome in the EU debate will allow us to ask ourselves a more profound, defining question: what kind of country do we want Britain to be? Polling suggests that very few of us see ourselves as “European” rather than Scottish, or British, but are we a country that feels open and looks outwards, or one that thinks this is the best it’s going to get, and we need to protect what we have? That’s more vital than any subclause. l

* For those of you keeping score at home, Universal Credit is now allegedly going to be implemented by 2021. Incidentally, George Osborne has recently discovered that it’s a great source of handwavium; tax credit cuts have been postponed because UC will render such huge savings that they aren’t needed.

Helen Lewis is deputy editor of the New Statesman. She has presented BBC Radio 4’s Week in Westminster and is a regular panellist on BBC1’s Sunday Politics.

This article first appeared in the 11 February 2016 issue of the New Statesman, The legacy of Europe's worst battle