Whether or not you include oil, Osborne's economic record is atrocious

Double-dip or not, stagnation is here for sure.

Earlier this week I wrote that overly focusing on the prospect of a "triple dip" recession was blinding too many to the equally damaging prospect of continued stagnation. Maybe I was too specific; it seems that some are still focusing on the last recession (the one we now call the double-dip).

The Telegraph quotes the chief economist of Henderson Global Investors, Simon Ward, who argues that "Britain never had a double dip recession". Building on the recent upward revisions to the ONS' estimates of growth in 2012, Ward says that:

The “phantom” recessions reflected continuing weak North Sea oil and gas extraction and when that was stripped out, it revealed that there had never been a ‘double-dip’ in the UK onshore economy.

Mr Ward said North Sea oil production is supply-driven, and while it has been weak because of reserves depletion and unusual maintenance shutdowns, "these are of no relevance to the wider economy so it is reasonable to strip out the North Sea when assessing underlying trends".

Of course, if it's necessary to retrospectively strip out resource extraction from estimates of the economy, it's necessary to strip it out entirely. That would present a rather different view of, for instance, the economic competency of Margaret Thatcher, presiding over the original North Sea oil boom. It would also be a blow for advocates of fracking, as their desired resource boom would be excluded from the metrics.

As it is, the ONS already produces a metric for GDP growth excluding oil and gas (it's series KLH8, if you want to check it out). It only goes back to 1997, so we can't test the Thatcher proposition, but it's pretty clear that our oil and gas industries have been declining for quite some time. Every time they've had an effect since 2003, it's been negative, and even before then, it was rarely hugely positive. It's fair to say that, if ignoring resource extraction makes Osborne look economically competent, it makes Gordon Brown look like a genius chancellor, consistently achieving even more growth than he is already given credit for.

As it is, we don't strip out those industries unless we're making a very specific point, because they are part of the economy, and GDP is supposed to be a measure of the whole economy, not just the parts which are reflective of "underlying trends".

But again, this is all arguing a moot point. Even if we did strip out the effects of oil and gas extraction from the first quarter of 2012 only, thus ensuring that George Osborne avoided a technical recession by the narrowest margin possible, he would still have a terrible record on growth. The real world growth figures for our double dip were contractions of 0.3, 0.1 and 0.3 per cent respectively for Q4 2011 and Q1+2 2012. The figures Ward wants to use instead show a contraction of 0.2 per cent, then perfect stagnation, and then a contraction of 0.3 per cent.

In no world is 0 per cent growth (and, as I've said before, contraction in per capita GDP) between two quarters of contraction acceptable. Yet by focusing so heavily on the difference between -0.1 per cent and 0 per cent, Osborne and his defenders are able to claim that it's just a statistical quirk that gives him his bad reputation, rather than something far more intrinsic.

Double dip… a bactrian camel with its newborn calf in Budapest, Hungary. Photograph: Getty Images

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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Hillary Clinton can take down the Donald Trump bogeyman - but she's up against the real thing

Donald Trump still has time to transform. 

Eight years later than hoped, Hillary Clinton finally ascended to the stage at the Democratic National Convention and accepted the nomination for President. 

Like her cheerleaders, the Obamas, she was strongest when addressing the invisible bogeyman - her rival for President, Donald Trump. 

Clinton looked the commander in chief when she dissed The Donald's claims to expertise on terrorism. 

Now Donald Trump says, and this is a quote, "I know more about ISIS than the generals do"

No, Donald, you don't.

He thinks that he knows more than our military because he claimed our armed forces are "a disaster."

Well, I've had the privilege to work closely with our troops and our veterans for many years.

Trump boasted that he alone could fix America. "Isn't he forgetting?" she asked:

Troops on the front lines. Police officers and fire fighters who run toward danger. Doctors and nurses who care for us. Teachers who change lives. Entrepreneurs who see possibilities in every problem.

Clinton's message was clear: I'm a team player. She praised supporters of her former rival for the nomination, Bernie Sanders, and concluded her takedown of Trump's ability as a fixer by declaring: "Americans don't say: 'I alone can fix it.' We say: 'We'll fix it together.'"

Being the opposite of Trump suits Clinton. As she acknowledged in her speech, she is not a natural public performer. But her cool, policy-packed speech served as a rebuke to Trump. She is most convincing when serious, and luckily that sets her apart from her rival. 

The Trump in the room with her at the convention was a boorish caricature, a man who describes women as pigs. "There is no other Donald Trump," she said. "This is it."

Clinton and her supporters are right to focus on personality. When it comes to the nuclear button, most fair-minded people on both left and right would prefer to give the decision to a rational, experienced character over one who enjoys a good explosion. 

But the fact is, outside of the convention arena, Trump still controls the narrative on Trump.

Trump has previously stated clearly his aim to "pivot" to the centre. He has declared that he can change "to anything I want to change to".  In his own speech, Trump forewent his usual diatribe for statistics about African-American children in poverty. He talked about embracing "crying mothers", "laid-off factory workers" and making sure "all of our kids are treated equally". His wife Melania opted for a speech so mainstream it was said to be borrowed from Michelle Obama. 

His personal attacks have also narrowed. Where once his Twitter feed was spattered with references to "lying Ted Cruz" and "little Marco Rubio", now the bile is focused on one person: "crooked Hillary Clinton". Just as Clinton defines herself against a caricature of him, so Trump is defining himself against one of her. 

Trump may not be able to maintain a more moderate image - at a press conference after his speech, he lashed out at his former rival, Ted Cruz. But if he can tone down his rhetoric until November, he will no longer be the bogeyman Clinton can shine so brilliantly against.