The emperor's new stats release

All is not as it seems in last week's employment figures.

George Eaton mentioned it over at the Staggers, but the "record high employment" in the last set of jobs figures isn't quite as good as it appears. Most of the increase was due to either population growth, or the astonishing rise in the number of people on "government supported training and employment programmes". The Morning Star's Rory MacKinnon dug deeper into that latter rise:

The remainder are, as mentioned earlier, the aforementioned poor sods on unpaid placements, unpaid workers in family businesses and the self-employed. In fact, Mr Hoban’s claim of a drop of 50,000 Jobseekers’ Allowance claimants in the last quarter – the figure from which the unemployment rate is calculated – coincides with a combined rise in these three categories of… 50,000. Even the surge of 35,000 new self-employed entrepreneurs is hardly a sign of a booming economy – it’s due in no small part to the government’s drive to move Job Seekers Allowance claimants onto their New Enterprise Allowance for start-up businesses. Keeping a business afloat for long is a difficult feat for anyone in the current economy, let alone people with no nest egg who’ve now been told to take out business loans. We’ll see how well that particular policy works out once the scheme’s lenders start calling in their final repayments in 2015.

MacKinnon also has a nice point on the problem of using the total employment, rather than percentage in employment, as the headline figure. Click through and give it a read.

In the rush to publish on the headline figures, various statistical confusions can get rather lost in the mix. We have seen that with the "boost" in private sector employment seen from the recategorisation of further education college - which, while well publicised at the time, is now rather ignored when people talk about "one million new private sector jobs since the election" - and we are seeing the same thing again with the employment programmes.

No matter where you stand on the effectiveness or morality of such programmes, it is clear that they are not employment. An increase in the number of people taking part may (or may not) be cheering, but it is not the same as getting people back into work.

Protesters from the Boycott Workfare campaign outside an M&S on Sunday.

Alex Hern is a technology reporter for the Guardian. He was formerly staff writer at the New Statesman. You should follow Alex on Twitter.

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Theresa May's magic money tree is growing in Northern Ireland

Her £1bn deal with the DUP could make it even harder to push through cuts in the rest of the UK.

Going, going, gone...sold to the dark-haired woman from Enniskillen! Theresa May has signed a two-year deal with Arlene Foster, the DUP's leader, to keep her in office. The price? A cool £1bn and the extension of the military covenant to Northern Ireland.

The deal will have reverberations both across the United Kingdom and Northern Ireland specifically. To take the latter first – the amount spent in Northern Ireland in 2016/17 was just under £10bn. A five point increase in spending on health, education and roads is a fairly large feather in anyone's cap.

It transforms the picture as far as the fraught negotiations over restoring power-sharing goes. It increases the pressure on Sinn Féin to restore power-sharing so they can help decide exactly where the money goes. And if there's another election, it means that Arlene Foster goes into it not as the woman who oversaw the wasteful RHI scheme (a renewable energy programme that because of its poor drafting saw farmers paid to heat empty rooms) but as the negotiator who bagged an extra £1bn for Northern Ireland. 

Across the United Kingdom, the optics are less good for the (nominal) senior partner to the deal.

"May buys DUP support with £1 billion 'bung" is the Times"£1bn for DUP is 'just the start" is the Telegraph's splash, and their Scottish edition is worse: "Fury at 'grubby' deal with DUP". With friends like this, who needs the Guardian? (They've gone for "May hands £1bn bonanza to DUP to cling on at No 10" as their splash, FYI.) 

Not to be outdone, the Mirror opts for "May's £1bn bribe to crackpots" while the Scotsman goes for "£100 million per vote: The price of power".  Rounding off the set, the Evening Standard has mocked Foster up as Dr Evil and Theresa May as Mini-Me on its front page. The headline? "I demand the sum of....one billion pounds!"   

Of course, in terms of what the government spends, £1bn is much ado about nothing. (To put it in perspective, the total budget across the UK is £770bn or thereabouts, debt interest around £40bn, the deficit close to £76bn).

But only a few weeks ago Theresa May was telling a nurse that the reason she couldn't get a pay rise is that there is "no magic money tree". Now that magic money tree is growing freely in Northern Ireland. The Conservatives have been struggling to get further cuts through as it is – just look at the row over tax credits, or the anger at school cuts in the election – but now any further cuts in England, Scotland and Wales will rub up against the inevitable comeback not only from the opposition parties but the voters: "But you've got money to spend in Northern Ireland!"

(That £1bn is relatively small probably makes matters worse – an outlay per DUP MP that you might expect a world-class football club to spend on a quality player. It's tangible, rather like that £350m for the NHS. £30bn? That's just money.)

For Labour, who have spent the last seven years arguing, with varying degrees of effectiveness that austerity is a choice, it's as close to an open goal as you can imagine. Theresa May's new government is now stable – but it's an open question as to how long it will take her party to feel strong again.

Stephen Bush is special correspondent at the New Statesman. His daily briefing, Morning Call, provides a quick and essential guide to domestic and global politics.

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