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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Labour's establishment suspects a Momentum conspiracy - they're right

Bernie Sanders-style organisers are determined to rewire the party's machine.  

If you wanted to understand the basic dynamics of this year’s Labour leadership contest, Brighton and Hove District Labour Party is a good microcosm. On Saturday 9 July, a day before Angela Eagle was to announce her leadership bid, hundreds of members flooded into its AGM. Despite the room having a capacity of over 250, the meeting had to be held in three batches, with members forming an orderly queue. The result of the massive turnout was clear in political terms – pro-Corbyn candidates won every position on the local executive committee. 

Many in the room hailed the turnout and the result. But others claimed that some in the crowd had engaged in abuse and harassment.The national party decided that, rather than first investigate individuals, it would suspend Brighton and Hove. Add this to the national ban on local meetings and events during the leadership election, and it is easy to see why Labour seems to have an uneasy relationship with mass politics. To put it a less neutral way, the party machine is in a state of open warfare against Corbyn and his supporters.

Brighton and Hove illustrates how local activists have continued to organise – in an even more innovative and effective way than before. On Thursday 21 July, the week following the CLP’s suspension, the local Momentum group organised a mass meeting. More than 200 people showed up, with the mood defiant and pumped up.  Rather than listen to speeches, the room then became a road test for a new "campaign meetup", a more modestly titled version of the "barnstorms" used by the Bernie Sanders campaign. Activists broke up into small groups to discuss the strategy of the campaign and then even smaller groups to organise action on a very local level. By the end of the night, 20 phonebanking sessions had been planned at a branch level over the following week. 

In the past, organising inside the Labour Party was seen as a slightly cloak and dagger affair. When the Labour Party bureaucracy expelled leftwing activists in past decades, many on went further underground, organising in semi-secrecy. Now, Momentum is doing the exact opposite. 

The emphasis of the Corbyn campaign is on making its strategy, volunteer hubs and events listings as open and accessible as possible. Interactive maps will allow local activists to advertise hundreds of events, and then contact people in their area. When they gather to phonebank in they will be using a custom-built web app which will enable tens of thousands of callers to ring hundreds of thousands of numbers, from wherever they are.

As Momentum has learned to its cost, there is a trade-off between a campaign’s openness and its ability to stage manage events. But in the new politics of the Labour party, in which both the numbers of interested people and the capacity to connect with them directly are increasing exponentially, there is simply no contest. In order to win the next general election, Labour will have to master these tactics on a much bigger scale. The leadership election is the road test. 

Even many moderates seem to accept that the days of simply triangulating towards the centre and getting cozy with the Murdoch press are over. Labour needs to reach people and communities directly with an ambitious digital strategy and an army of self-organising activists. It is this kind of mass politics that delivered a "no" vote in Greece’s referendum on the terms of the Eurozone bailout last summer – defying pretty much the whole of the media, business and political establishment. 

The problem for Corbyn's challenger, Owen Smith, is that many of his backers have an open problem with this type of mass politics. Rather than investigate allegations of abuse, they have supported the suspension of CLPs. Rather than seeing the heightened emotions that come with mass mobilisations as side-effects which needs to be controlled, they have sought to joins unconnected acts of harassment, in order to smear Jeremy Corbyn. The MP Ben Bradshaw has even seemed to accuse Momentum of organising a conspiracy to physically attack Labour MPs.

The real conspiracy is much bigger than that. Hundreds of thousands of people are arriving, enthusiastic and determined, into the Labour party. These people, and their ability to convince the communities of which they are a part, threaten Britain’s political equilibrium, both the Conservatives and the Labour establishment. When the greatest hope for Labour becomes your greatest nightmare, you have good call to feel alarmed.