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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Is defeat in Stoke the beginning of the end for Paul Nuttall?

The Ukip leader was his party's unity candidate. But after his defeat in Stoke, the old divisions are beginning to show again

In a speech to Ukip’s spring conference in Bolton on February 17, the party’s once and probably future leader Nigel Farage laid down the gauntlet for his successor, Paul Nuttall. Stoke’s by-election was “fundamental” to the future of the party – and Nuttall had to win.
 
One week on, Nuttall has failed that test miserably and thrown the fundamental questions hanging over Ukip’s future into harsh relief. 

For all his bullish talk of supplanting Labour in its industrial heartlands, the Ukip leader only managed to increase the party’s vote share by 2.2 percentage points on 2015. This paltry increase came despite Stoke’s 70 per cent Brexit majority, and a media narrative that was, until the revelations around Nuttall and Hillsborough, talking the party’s chances up.
 
So what now for Nuttall? There is, for the time being, little chance of him resigning – and, in truth, few inside Ukip expected him to win. Nuttall was relying on two well-rehearsed lines as get-out-of-jail free cards very early on in the campaign. 

The first was that the seat was a lowly 72 on Ukip’s target list. The second was that he had been leader of party whose image had been tarnished by infighting both figurative and literal for all of 12 weeks – the real work of his project had yet to begin. 

The chances of that project ever succeeding were modest at the very best. After yesterday’s defeat, it looks even more unlikely. Nuttall had originally stated his intention to run in the likely by-election in Leigh, Greater Manchester, when Andy Burnham wins the Greater Manchester metro mayoralty as is expected in May (Wigan, the borough of which Leigh is part, voted 64 per cent for Brexit).

If he goes ahead and stands – which he may well do – he will have to overturn a Labour majority of over 14,000. That, even before the unedifying row over the veracity of his Hillsborough recollections, was always going to be a big challenge. If he goes for it and loses, his leadership – predicated as it is on his supposed ability to win votes in the north - will be dead in the water. 

Nuttall is not entirely to blame, but he is a big part of Ukip’s problem. I visited Stoke the day before The Guardian published its initial report on Nuttall’s Hillsborough claims, and even then Nuttall’s campaign manager admitted that he was unlikely to convince the “hard core” of Conservative voters to back him. 

There are manifold reasons for this, but chief among them is that Nuttall, despite his newfound love of tweed, is no Nigel Farage. Not only does he lack his name recognition and box office appeal, but the sad truth is that the Tory voters Ukip need to attract are much less likely to vote for a party led by a Scouser whose platform consists of reassuring working-class voters their NHS and benefits are safe.
 
It is Farage and his allies – most notably the party’s main donor Arron Banks – who hold the most power over Nuttall’s future. Banks, who Nuttall publicly disowned as a non-member after he said he was “sick to death” of people “milking” the Hillsborough disaster, said on the eve of the Stoke poll that Ukip had to “remain radical” if it wanted to keep receiving his money. Farage himself has said the party’s campaign ought to have been “clearer” on immigration. 

Senior party figures are already briefing against Nuttall and his team in the Telegraph, whose proprietors are chummy with the beer-swilling Farage-Banks axis. They deride him for his efforts to turn Ukip into “NiceKip” or “Nukip” in order to appeal to more women voters, and for the heavy-handedness of his pitch to Labour voters (“There were times when I wondered whether I’ve got a purple rosette or a red one on”, one told the paper). 

It is Nuttall’s policy advisers - the anti-Farage awkward squad of Suzanne Evans, MEP Patrick O’Flynn (who famously branded Farage "snarling, thin-skinned and aggressive") and former leadership candidate Lisa Duffy – come in for the harshest criticism. Herein lies the leader's almost impossible task. Despite having pitched to members as a unity candidate, the two sides’ visions for Ukip are irreconcilable – one urges him to emulate Trump (who Nuttall says he would not have voted for), and the other urges a more moderate tack. 

Endorsing his leader on Question Time last night, Ukip’s sole MP Douglas Carswell blamed the legacy of the party’s Tea Party-inspired 2015 general election campaign, which saw Farage complain about foreigners with HIV using the NHS in ITV’s leaders debate, for the party’s poor performance in Stoke. Others, such as MEP Bill Etheridge, say precisely the opposite – that Nuttall must be more like Farage. 

Neither side has yet called for Nuttall’s head. He insists he is “not going anywhere”. With his febrile party no stranger to abortive coup and counter-coup, he is unlikely to be the one who has the final say.