tag:blogger.com,1999:blog-8192872622695181342024-02-19T22:52:02.744-08:00Underlying StatisticsA look at the fascinating world of UK national statisticsAdam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.comBlogger9125tag:blogger.com,1999:blog-819287262269518134.post-19060179465965824332014-10-04T07:23:00.000-07:002014-10-04T07:23:10.801-07:00The Tories are wrong to compare benefit increases with average earnings<div style="background: rgb(255, 255, 255); border: 0px; font-family: Calibri, 'Trebuchet MS', 'Lucida Sans', Arial, sans-serif; font-size: 15px; line-height: 22.5px; outline: 0px; padding: 5px 0px; vertical-align: baseline;">
<i>*This article originally appeared on <a href="http://leftfootforward.org/2014/10/why-the-tories-are-wrong-to-compare-benefit-increases-with-average-earnings/" target="_blank">Left Foot Forward</a></i></div>
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It is not necessary to be an expert statistician to know that a few choice facts taken out of context can give a distorted and misleading view of the world. David Cameron’s recent justification of a two year freeze in benefits on top of previously announced cuts are a case in point.</div>
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The prime minister’s argument is that between 2007 and 2013 the value of benefits has increased by 22 per cent while average earnings have only increased by 14 per cent, and that this is simply not fair on hard working people.</div>
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Cameron is not actually wrong to claim that benefits have increased (slightly) faster than average earnings. (To put this into context: if the value of Jobseekers Allowance (JSA) in 2007 would have risen by 14 per cent rather than 22 per cent, it would now be at £67.40 per week rather than £72.40).<span id="more-88879" style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"></span></div>
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Rather, he ignores his own government’s culpability for poor earnings growth and the value that benefits have lost in the decades preceding the Financial Crisis. He also relies on a very particular measure of ‘earnings’ and fails to take into account the impact of other cuts to social security and the fact that average earnings and benefit increases are not directly comparable.</div>
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Firstly, lets take a look at how increases in benefits and average earnings have played out since 2007. The graph below compares cumulative increases to Jobseekers’ Allowance (JSA), total pay (including bonuses) and regular pay (excluding bonuses) since April 2007 (click to zoom):</div>
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<img src="http://leftfootforward.org/images/2014/10/Cumulativej.jpg" /></div>
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It seems clear from the graph at least, that average earnings kept up with JSA till about April 2012 (albeit with JSA running slightly ahead of average earnings). A combination of high inflation in 2011/12, which led to a relatively large cost of living increase in JSA, coupled with stagnant wage increases, meant that after April 2012, JSA and average earnings started to diverge. (If you want an idea of how earnings trends should look like in a normal economy, go to April 2007, trace the average earnings line to April 2008 and keep on going at the point when earnings start to tail off).</div>
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It is informative to note that there was no obvious divergence before the Tories came to power and also the speed with which this divergence occurred after 2012. Essentially, Cameron is blaming those on benefits for his government’s failure to grow the economy and control inflation.</div>
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But there is also a longer-term story at play here. Going back to 1987, Jobseekers allowance has lost around a quarter of its value in comparison to average earnings. Go back even further and the trend is even starker. Whereas average earnings were just over six times higher than unemployment benefit in 1987, today, average earnings are almost 9 times higher than JSA. The two graphs below show this trend in more detail. One looks at absolute amounts of JSA and average earnings. The other is indexed:</div>
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<a href="http://leftfootforward.org/images/2014/10/Graph-earningsj.jpg" style="background: transparent; border: 0px; color: #743399; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><img alt="Graph earningsj" class="alignnone size-medium wp-image-88882" height="188" src="http://leftfootforward.org/images/2014/10/Graph-earningsj-300x188.jpg" style="background: transparent; border: none; height: auto; margin: 0px 0px 18px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: baseline;" width="300" /></a></div>
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<a href="http://leftfootforward.org/images/2014/10/Graph-earnings-2j.jpg" style="background: transparent; border: 0px; color: #743399; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><img alt="Graph earnings 2j" class="alignnone size-medium wp-image-88883" height="163" src="http://leftfootforward.org/images/2014/10/Graph-earnings-2j-300x163.jpg" style="background: transparent; border: none; height: auto; margin: 0px 0px 18px; max-width: 100%; outline: 0px; padding: 0px; vertical-align: baseline;" width="300" /></a></div>
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Given the five years’ of freezes now implemented or announced, it is unlikely that this very temporary period where benefits outstrip earnings will last for long. Moreover it provides a mirror to Mr Cameron’s argument that it is not fair for earnings of people on ‘benefits’ to go up faster than average earnings. What he is implicitly suggesting is that the value of benefits may very well drop over a protracted period of time, but that it is simply not ‘fair’ to redress this at any point.</div>
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But what of the claim that earnings have only increased by 14 per cent?</div>
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This is based on one measure of earnings produced by the Average Weekly Earnings Index (AWE), which is itself only one source of data that we have on earnings. An important drawback of the AWE is that it is strongly affected by the composition of the labour market. This means that it does not just measure the increases that people in jobs are receiving, but it is also affected by changes to the structure of employment.</div>
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If the economy creates large numbers of low paid jobs, as it has done since the financial crisis, this will paradoxically reduce average earnings below where they would have been if the jobs had never been created in the first place.</div>
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It is difficult to calculate how much this effect has impacted on average earnings and the AWE isn’t really clear, but we know that it is a widespread trend across the economy. As the Pay Researchers IDS point out in a <a href="http://www.tuc.org.uk/sites/default/files/AWE%20and%20settlements%20-%20IDS%20report%20to%20the%20TUC%20-%20FINAL%2015%20July%202004_2.pdf" style="background: transparent; border: 0px; color: #743399; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">recent report</a>, Average Weekly Earnings were traditionally, for much of the period since 1945, above pay settlements. Since 2010, average earnings have dropped below pay settlements. IDS conclude that among the principal drivers of low earnings growth is the growth of employment in low pay sectors of the economy and growth of part time roles, often in these lower paying industries and notably for men.</div>
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These effects have caused compositional changes to the AWE which are part of the reason why average earnings growth has been low in recent years. Not only has it kept earnings growth low, but the large numbers of people transitioning into employment from periods of unemployment or economic inactivity will have experienced sharp increases in income as they move from benefits to employment, further complicating the picture on average earnings and not captured by the AWE.</div>
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Another perspective on average earnings is given by the <a href="http://www.ons.gov.uk/ons/dcp171778_335027.pdf" style="background: transparent; border: 0px; color: #743399; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Annual Survey of Hours and Earnings</a> (ASHE). Although its headline figure is also susceptible to compositional effects, it is possible to exclude the impact of those entering the labour market from its findings.</div>
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This is because the Office for National Statistics publishes differences in average earnings increases for all employees against increases for employees who have remained in their job continuously for at least one year. These figures for continuous employment therefore exclude compositional changes from calculations of average earnings. The figures are in the box below.</div>
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What they show is that for all employees, between 2007 and 2013, average earnings increased by 13.6 per cent – almost the same as the AWE before the figures are rounded. In contrast, the increase for those in continuous employment over the whole period is 28.2 per cent, far exceeding increases in benefits.</div>
<table style="background: rgb(255, 255, 255); border-collapse: collapse; border-color: rgb(204, 204, 204); border-spacing: 0px; border-style: solid; border-width: 1px 1px 0px; color: black; font-family: Calibri, 'Trebuchet MS', 'Lucida Sans', Arial, sans-serif; font-size: 13px; line-height: 18px; margin: 0px 0px 22px 1px; outline: 0px; padding: 0px; vertical-align: baseline; width: 641px;"><tbody style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td colspan="3" style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="641"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Annual change in median full-time gross weekly earnings for all employees and those in continuous employment, UK, (Source: ONS)</strong></td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Year (April)</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">All employees</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">Continuous employment</strong></td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2006</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">3.5</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">5.5</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2007</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">3.2</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">4.6</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2008</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">4.7</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">6.8</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2009</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">1.9</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">4.0</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2010</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">2.1</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">4.0</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2011</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">0.4</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">3.7</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2012</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">1.6</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">3.6</td></tr>
<tr style="background: transparent; border-bottom-color: rgb(204, 204, 204); border-bottom-style: solid; border-width: 0px 0px 1px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;"><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="226"><strong style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">2013</strong></td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="201">2.2</td><td style="background: transparent; border: 0px; margin: 0px; outline: 0px; padding: 0.7em 1.25em; vertical-align: baseline;" width="213">3.3</td></tr>
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On a side note, and returning back to the AWE Index, although average weekly earnings including bonuses increased 14.4 per cent between January 2007 and December 2013, regular pay, excluding bonuses increased by 15.7 per cent. Part of the explanation for this is the large reduction in bonuses in financial services in in the aftermath of the Financial Crisis. <a href="http://www.ons.gov.uk/ons/dcp171766_279661.pdf" style="background: transparent; border: 0px; color: #743399; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">According to the ONS</a>, bonus payments dropped by £7 billion pounds in just one year (2008/09).</div>
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In effect, poor people on welfare are being penalised because benefit increases have been compared with falling bonuses for rich bankers in the aftermath of the financial crisis.</div>
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Finally, however, comparing average earnings and social security increases is itself inherently problematic. Wage earners are typically people who do not spend all of their wages on essential goods. Instead if they suffer from falling real wages they tend to be able to cut back on expenditure without compromising their ability to afford the absolute essentials.</div>
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In contrast, benefits are intended to form a social safety net for those who would otherwise be unable to cover their basic living costs, including affording shelter, utilities, food, and other essentials.</div>
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That is why benefits were originally (and for many years) up-rated based on cost of living increases related to inflation. There is not meant to be wriggle room for those on benefits, while there is for the vast majority of wage earners. Linking benefit increases to average earnings in the way this government is doing penalises those in receipt of social security for government failures to on the one hand control inflation and on the other grow the economy.</div>
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Also, it should be remembered that many of the poorest members of society have also been affected by a number of cuts to social security. For instance the Bedroom Tax, Benefit Cap, housing benefit changes, a tighter sanctions policy and abolition of council tax support among others have meant that for a great many people the cumulative impact of these cuts and caps have outweighed any of the increases.</div>
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The truth is that far from benefiting from unfair rises to social security payments, many people have had to make the limited Social Security money that they receive go further and further. It is this simple fact that explains why many people increasingly need to rely on food banks and why the IFS predict that both relative and absolute child poverty is <a href="http://www.ifs.org.uk/bns/bn144.pdf" style="background: transparent; border: 0px; color: #743399; margin: 0px; outline: 0px; padding: 0px; vertical-align: baseline;">set to jump</a> in the next few years.</div>
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So that is the wider story behind the prime minister’s claim that benefit increases have outstripped average earnings. For much of semi-recent history, the reverse has been the case, and it is only actually true for a narrow measure of earnings which lump in compositional changes to the economy. And strictly speaking it is not valid to compare average earnings and benefits increases anyway. Hence why benefits are up-rated based on inflation rather than any other measure.</div>
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Moreover it is not the responsibility of the poorest members of society to ensure that inflation remains low and average earnings grow. That is the responsibility of the government. But don’t tell all this to the prime minister. He is just a simple guy, so he probably wouldn’t get it anyway.</div>
Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-76425957148405158612014-02-28T06:27:00.000-08:002014-10-02T15:43:38.692-07:00Barclays Bank to pay all staff living wage<div class="MsoNormal">
Barclays Bank announced today that is to pay all employees
the living wage. Currently around 14,000 employees at the bank are paid more
than £100,000. From next month they will be paid the living wage which is £8.80
in London and £7.65 elsewhere.</div>
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On top of the living wage high performers will also be
awarded bonus payments of up to £2 per hour subject to meeting performance
criteria. At a maximum of 25 per cent of salary, the move is well within bonus
limits of 200 per cent of salary placed on financial organisations by the
European Banking Authority. Additional payments that some bankers receive such
as annual season ticket travel loans, free eye tests and bike purchase schemes
are not included in the bonus limits. </div>
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Barclays shares dropped significantly on the news, however
it seems most of the trading activity were Barclays bankers selling personal
shares in the company so that they would be able to pay the next month’s
mortgage. One banker told us that he has mortgage payments on a two million
pound house in Putney, so obviously the pay changes will affect him quite a
lot. Another banker was a bit more blunt. ‘I’m furious. I got into banking to
make money. I have no other ambition or interest in life. I am useless without
my pay packet. I don’t know what I will do.’ Some bankers have suggested that
they will not turn up to work tomorrow, and not because they have taken annual
leave, while others suggested they will refuse to work the ultra-long hours
that are common in the City. The long hours culture in practice means that many
bankers often work even when they are asleep.</div>
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Barclays responded to criticism from well paid
staff by saying that ‘the introduction of the living wage follows a long and
detailed internal review of wages. We discussed the living wage extensively
with senior bankers including a survey answered by more than 2,000 of our most
highly paid staff, 80 per cent of whom were in favour of it. So naturally we
are surprised that there might be this level of criticism in practice.’</div>
Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-87436253913042302702014-02-16T16:10:00.001-08:002014-02-16T16:10:31.421-08:00Why PFI doesn't work for the NHSThis is from 2006, so I don't now what the graph would look like now, but it tells you just about everything you need to know about PFI courtesy of <a href="http://www.keepournhspublic.com/index.php" target="_blank">keep our NHS public</a><br />
<br />
<br />
<img alt="Embedded image permalink" src="https://pbs.twimg.com/media/Be65JFzCAAAADBd.png" />Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-12478447492295581922014-02-16T15:22:00.000-08:002014-02-17T07:15:45.981-08:00What does Boris Johnson's mayoral victory speech reveal about him?I'm not going to discuss the ins and outs of the tube strike. Rather I want to point to something that I think tells us quite a lot about Boris Johnson.<br />
<br />
This is a link to the speech he made straight after the election result was made. <br />
<br />
<a href="http://www.youtube.com/watch?v=0_wr9F4dPCk" target="_blank">Johnson's victory speech</a><br />
<br />
Fast forward to 7.30. This is the very last part of Johnson's almost five minute speech - after he has told us all about the improvements he made in his previous term, after he has outlined his vision for the next term, after he has praised Ken Livingstone and the other losing candidates, after he has thanked his family, after he has thanked everyone who voted for him and everyone who didn't: just as he is about to finish his speech, he says the following.<br />
<br />
"Some of you may know I have a nine point plan. I was canvassing in Harrow when I met an 11 year old who completely stumped me by saying: if you had a tenth point to your nine point plan, what would it be?"<br />
<br />
I remember when I was watching this on TV thinking to myself that Johnson might come out with something interesting. He might mention a policy that hadn't quite made the nine point plan but he nevertheless thought was pretty good. Or I thought maybe he would relay some interesting suggestion that someone had made while he had been out on the streets campaigning. But what he said was:<br />
<br />
"I have to say that my brain rather froze at that point. But I've got the answer now. The answer is, to win on May 3rd and to have a small celebration on May 4th. And that is what I propose to do...."<br />
<br />
When I watched it live on TV originally, I found it pretty revealing that someone who had just been re-elected as mayor of London wasn't able to give an example of just one more policy that might improve the city. I also find it pretty worrying in a mayor of London and with Prime Ministerial ambitions.<br />
<br />
Btw pt. 1, I mentioned I wasn't going to discuss the tube strike. However two articles worth reading:<br />
<br />
<a href="http://www.theguardian.com/commentisfree/2014/feb/04/boris-johnson-bob-crow-tube-strike" target="_blank">Boris Johnson not Bob Crow is behaving despicably</a><br />
<a href="http://www.theguardian.com/politics/2014/feb/07/bob-crow-interview-nothing-to-defend" target="_blank">Bob Crow Interview</a><br />
<br />
Btw pt.2, these are the nine points:<br />
<br />
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
<strong style="font-style: inherit;"><span style="text-decoration: underline;">Boris Johnson’s 9 point plan for a Greater London:</span></strong></div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
1. Cutting waste at City Hall – freeing up £3.5 billion for services</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
2. Putting £445 back in your pocket by freezing the Mayoral share of council tax</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
3. Creating 200,000 new jobs over the next four years</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
4. Making our streets and homes safer with1,000 more police on the beat</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
5. Restoring 300 acres of green space and planting 20,000 street trees</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
6. Investing £221 million to transform local high streets, supporting small businesses</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
7. Ensuring a true Olympic legacy – 11,000 new homes and 10,000 new jobs</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
8. Reducing Tube delays 30% by 2015. Building Crossrail and orbital rail to link our suburbs. Extending the Bike Hire scheme</div>
<div style="background-color: white; font-family: Arial, Helvetica, sans-serif; font-size: 15px; line-height: 21px; margin-bottom: 20px; padding: 0px;">
9. Securing a better deal for London from No 10</div>
<br />
<br />
<br />Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-87199994682466831482012-12-11T05:10:00.000-08:002012-12-11T05:12:10.959-08:00One privatisation that is unlikely to happen <!--[if gte mso 9]><xml>
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<br />
<div class="paragraph">
<span style="font-size: 11.0pt;">There has been an agenda
since the early 80s to privatise things – first it was industrial groups and public
utilities, then the railways, PFI and outsourcing, and now it has moved on to
public sector service delivery in for instance the NHS, prisons, police and
schools. Driving privatisation has been the belief that almost anything can be
undertaken more efficiently by the private sector rather than the public
sector. There isn’t space here to discuss what efficiency actually means (lower
service quality, strict adherence to service level agreements, public sector
risk, private sector profits and so forth to name just a few) but one thing
that doesn’t seem to have occurred to anyone to privatise is the collection of uncollected
HMRC tax revenue. Particularly for corporation tax, but also for the highest
earners.<span style="mso-spacerun: yes;"> </span><span style="mso-spacerun: yes;"> </span></span></div>
<div class="paragraph">
<br /></div>
<div class="paragraph">
<span style="font-size: 11.0pt;">Now this is strange given
that</span><span style="font-size: 11.0pt;">, <a href="http://www.tuc.org.uk/touchstone/Missingbillions/1missingbillions.pdf" target="_blank">tens of billions of pounds are going left uncollected by HMRC</a>. So why hasn’t it ever occurred to the Tories to privatise
elements of revenue collection. Well possibly, because the thought of Serco, or
Goldman Sachs, or <a href="http://www.guardian.co.uk/commentisfree/2012/dec/03/argentina-paying-economic-vulture-fund" target="_blank">vulture funds</a> taking Microsoft, Amazon, Starbucks, or
themselves to court is more than George Osborne could stomach – employing large
organisations to protect public sector revenue. After all, privatisation is meant
to be a means to provide commercial opportunities to the private sector – not
to allow the private sector to find ways to regulate the profits of other
private sector organisations. </span></div>
<div class="paragraph">
<br /></div>
<div class="paragraph">
<span style="font-size: 11pt;">HMRC privatisation would work
something like this: private sector organisations that could prove they had the
necessary expertise, ability and compliance procedures in place (to adhere to
the necessary confidentiality and data protection procedures) could be licensed
by HMRC to investigate corporate tax avoidance. They could then purchase or be
given a caseload, and any potential tax raised by their investigations would be
shared between them and HMRC. They would receive a proportion of the tax raised
– UK taxpayers’ money – but the flipside is that at the moment, this tax is
likely to go uncollected. Additionally, it would disincentivise tax avoidance,
and therefore increase the overall level of corporation tax raised. </span></div>
<div class="paragraph">
<br /></div>
<div class="paragraph">
<span style="font-size: 11pt;">I assume it’s unlikely to
ever emerge from a right wing think-tank as a policy proposal, much less be
proposed by a coalition minister. And of course, you might say that it would be
better to resource HMRC with tax collectors and tax experts. And also, if the
money genuinely is tax avoidance rather than tax evasion, then it will be
unable to be collected. Still, it’s my ‘desert island’ privatisation. It might
actually lead to a few test cases, seeing as <a href="http://www.guardian.co.uk/money/2011/dec/06/hmrc-tax-deal-vodafone" target="_blank">HMRC always inevitably agree to settle</a>
rather than take the cases to court and stand up to large organisations. Maybe
Deloitte or Accenture might be willing to use some of their own wealth if they
thought the potential rewards exceeded the risk. And what’s more, unlike PFI,
and many other privatisations, it genuinely would be private sector risk, and
public sector gain.<span style="mso-spacerun: yes;"> </span></span></div>
<div class="paragraph">
<br /></div>
<div class="paragraph">
<span style="font-size: 11.0pt;">
</span></div>
Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-53069284580396833742012-12-07T05:08:00.001-08:002012-12-07T05:11:19.014-08:00What does the budget deficit really look like?An interesting graph that I noticed on Paul Krugmans <a href="http://krugman.blogs.nytimes.com/2012/12/04/three-card-budget-monte/" target="_blank">blog</a>:<br />
<br />
<img alt="" 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" /> <br />
<br />
As can be seen - the graph segments the deficit across a range of different factors. I wonder what it would look like if you did a similar analysis for the UK and included<br />
<ul>
<li>Cyclical effects due to the downturn, </li>
<li>Tax revenue changes due to taxation changes (eg. corporation tax changes)</li>
<li>Lower tax revenues/increased welfare spending due to government economic policy</li>
<li>The structural deficit </li>
</ul>
<br />
<br />Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-23821620225389277962012-11-12T10:43:00.003-08:002012-11-12T12:31:03.995-08:00George O Receives Cash backGeorge Osbourne has decided to do what his colleagues in America and Japan have been doing for quite a while now, and has asked to receive the receipts from the profits that the Bank of England has received from quantitative easing (QE). But QE has cost the Bank £375 billion I hear you say? Well it hasn't cost the bank £375 billion, it simply printed the money, but this debt - in the form of gilts - pays interest, and Mr O has asked for that interest back. <br />
<br />
Now this is no small matter. As <a href="http://www.taxresearch.org.uk/Blog/2012/11/09/dear-mervyn-can-i-have-billions-of-cash-back-please-love-george-thats-what-todays-qe-letter-really-means/" target="_blank">Richard Murphy</a> says, this is the equivalent of about £40 billion pounds a year given the current size of the scheme, or £30 billion in total since the scheme started. As Murphy also says, that is £30 billion we no longer need to cut. <br />
<br />
<br />
So to recap in case you missed it: the Bank of England has bought UK government debt (which the bank issued on behalf of the government) and in return it receives interest on this debt, paid by the UK government. In return the government is now asking the bank to tranfer the proceeds from this debt (back) to the UK government. I feel a bit like I am in a washing machine. <br />
<br />
PS. as the <a href="http://touchstoneblog.org.uk/2012/11/an-incredible-way-to-maintain-credibility-todays-qe-news/?utm_source=dlvr.it&utm_medium=twitter" target="_blank">TUC point out</a>, maybe this has just been done by Osbourne to ensure that he can say that debt is falling rather than rising in December when he makes the Autumn Statement? <br />
<br />
Btw, <a href="http://www.taxresearch.org.uk/Blog/2012/07/13/the-untold-truth-about-quantitative-easing-is-it-simply-cancels-debt-and-that-means-national-debt-is-now-just-45-1-of-gdp/" target="_blank">if you owed yourself £375 billion, wouldn't you just cancel that debt?</a><br />
<br />
<br />
<br />Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-82573696996365706962012-07-18T10:38:00.002-07:002012-07-20T04:13:22.264-07:00Does the headline rate of inflation misrepresent the impact of inflation in the economy? Taking into account past inflation as a predictor of economic behaviour<br />
<div class="MsoNormal">
As the latest monthly inflation figures were released today,
showing that the retail price index (RPI) had dropped from a high of 5.6 per
cent in September 2011 to 2.8 per cent in June 2012 this got me thinking about
the interplay between past inflation rates and the current rate of inflation.
But first, let me put this into a little bit of context: RPI did not drop below
4 per cent for 22 consecutive months between March 2010 and January 2012, and
spent the entire of 2011 barring December above 5 per cent. Why is this relevant?
Well primarily because inflation has been outstripping average earnings growth
for the past two years. This has meant that real wages have actually fallen significantly
across the economy (by more than 10 per cent since the credit crunch). This has
had a knock on effect on consumer spending, and is one of the important reasons
aside from the most important (this <a href="http://www.georgeosborne4tatton.com/">man</a> and thi<a href="http://www.blogger.com/blogger.g?blogID=819287262269518134">s </a><a href="http://www.guardian.co.uk/commentisfree/2012/may/06/will-hutton-mervyn-king-has-learnt-nothing">man</a>),
why economic growth has been so low recently. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
(And by the way, on the topic of inflation, when this <a href="http://www.georgeosborne4tatton.com/">man</a> increased VAT from 15 per
cent to 20 per cent, 0.5 per cent was added to the rate of inflation and is the
reason why RPI was above 5 per cent for so long, not to mention the reduction
in consumer demand associated with it. How’s that for stimulating a demand-led
economy recovery?) </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Back to matters at hand: my thought was, that if the rate of
inflation this year is 2.8 per cent, but the rate of inflation the previous
year was 5.6 per cent, the current rate of inflation is likely to have a very
different feel than if the previous year’s inflation rate was only 2.4 per cent
for instance. The price of goods is going to feel expensive if recent inflation
has been high, even if current inflation is low. And this feeling is going to
impact on the economic choices that people make. Why is this the case? Very
simply, because individuals do not base their behaviour on arbitrary
statistics, but rather, on their perception of factors underlying those
statistics. For instance, the cost of gas will still seem expensive, if it only
increases by 2 per cent this year, if in recent years there have been high price
rises. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
This disconnect between the headline rate of inflation and
it’s actual impact makes sense – the annual inflation figure was drawn up by
economists and statisticians to give a snapshot of what is happening to the
cost of goods across the economy at any one particular time. The problem is
that this does not reflect how inflation impacts on the real world ie. how it
impacts on the economic decisions of individuals and organisations who may also
factor in past inflation rates into their behaviour. And this is important – if
you want to up-rate state benefits such as the state pension, then the headline
annual inflation figure will be appropriate (providing that it is up-rated
consistently every year). However, if the aim is to explain and predict
behaviour, which is surely one of the major purposes of economics, then it is
important to use a measure of inflation which reflects its direct impact on
people and organisations’ decision making. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
To draw a more personal example I judge whether or not a
packet of crisps is expensive, based on what it cost me to buy a packet with my
pocket money as a 12 year old in 1993 – about 18 pence – hardly surprising
therefore that I eat less crisps nowadays that the price is about 55 pence,
even though my spending power has increased exponentially since then. Stupid
examples aside, to properly understand the impact of how inflation impacts
behaviour therefore, one has to look at inflation over a longer period than
just the previous 12 months. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
How might this be possible? Very simply, by factoring in
previous year’s inflation into the calculation of inflation. To illustrate this
I’ve put together the table below. This shows RPI going back to June 2010 as
well as the compounded inflation since that date. As can be seen, in the
background to the current RPI inflation rate of 2.8 per cent, there has been a
13.3 percent increase in the cost of goods since June 2009, which will be
influencing the behaviour of consumers across the economy. </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
To take this into account I’ve produced a weighted RPI
figure that takes into account previous years’ inflation. It is called weighted
RPI because I’ve weighted the previous years’ effect on the current year’s RPI,
so that the current headline figure is given a 100 per cent weight, the
previous year’s figure a 50 per cent weight and two year’s ago 20 per cent in
the new inflation figure. This shows that while the headline annual rate is
2.8 per cent, by including previous years’ inflation (because individuals will
be including previous years in their behaviour) weighted RPI is 3.71 per cent.
As can be seen, weighted RPI drops below the actual RPI for June 2011 and 2010,
the reason being that the RPI figure for June 2009 was -1.6 per cent. (The
picture would have been different if CPI was used as it only dropped to +1.8
per cent in 2009.) </div>
<div class="MsoNormal">
<br /></div>
<div class="MsoNormal">
Now these weights are completely arbitrary. I’m not
suggesting that a 50 per cent weighting for the previous year approximates
human behaviour in any way. However, it is something that research can quantify,
and if it is quantifiable, perhaps an indicator which quantifies it has more
explanatory power than the indicators of inflation that we currently use. </div>
<div class="MsoNormal">
<br /></div>
<table border="0" cellpadding="0" cellspacing="0" class="MsoNormalTable" style="border-collapse: collapse; margin-left: 4.65pt; width: 494px;">
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<tr style="height: 15.0pt; mso-yfti-firstrow: yes; mso-yfti-irow: 0;">
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<span style="color: black;">Annual rate of inflation (RPI)</span></div>
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<span style="color: black;">Compound inflation (RPI)</span></div>
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<span style="color: black;">Weighted RPI</span></div>
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<span style="color: black;"> June 2010</span></div>
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<span style="color: black;">5.0</span></div>
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<span style="color: black;">5</span></div>
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<span style="color: black;">2.99</span></div>
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<span style="color: black;"> June 2011</span></div>
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<span style="color: black;">5.0</span></div>
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<span style="color: black;">10.25</span></div>
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<span style="color: black;">4.22</span></div>
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<span style="color: black;"> June 2012</span></div>
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<span style="color: black;">2.8</span></div>
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<span style="color: black;">13.3</span></div>
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<span style="color: black;">3.71</span></div>
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</tbody></table>Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0tag:blogger.com,1999:blog-819287262269518134.post-56219600096429327412012-02-22T08:53:00.000-08:002012-02-22T14:13:46.798-08:00Finally, quantitative easing explainedThree or so years after I first encountered the concept of quantitative easing, someone has been good enough to explain exactly how it works. I had known that QE involved buying <a href="http://en.wikipedia.org/wiki/Gilt-edged_securities">gilts</a> - UK government bonds - but I had no idea why this might be desirable. Until that was I stumbled across <a href="http://www.bankofengland.co.uk/publications/speeches/2012/speech546.pdf">this speech </a>by Charlie Bean, Deputy Governor of the Bank of England, in which Mr Bean describes the way the Bank thinks QE benefits the economy:<br /><blockquote>Quantitative easing essentially involves trading one liability of the state – gilts – for another – monetary claims on the Bank of England. We aim to buy mainly from non-bank private financial institutions, such as pension funds and insurance companies, not from the banks, as is sometimes erroneously claimed. <span>When we buy a gilt, we simply credit the bank account of the seller with an appropriate sum. If the seller were indifferent between holding the gilt and holding the associated bank deposit, that is where things would stop. But because deposits tend to yield less than gilts and assets such as corporate bonds and equities, the seller is</span><span> likely to want to buy some other asset instead. The consequence is upward pressure on the prices of a whole range of assets, including corporate bonds and equities.</span> That increases the availability, and reduces the cost, of finance to corporates. It also boosts the value of people's wealth, which should encourage more spending.</blockquote>So, the former holder of the gilts gets credited with cash, and seeing as they can make more money elsewhere rather than hold onto the cash as cash, they invest the money somewhere else. I never would have imagined.......<br /><br />This still raises the question of course of how well QE filters through to the rest of the economy. One of the explicit assumptions behind quantitative easing is that it will reduce the cost of finance for corporates, however, a characteristic of the current economy is weak business investment, even though corporate profits remain high (because corporates have been very good at cutting costs). The conclusion seems to be that the problem for corporates is not that they do not have access to finance, but that they are unwilling to make investments in the current uncertain conditions, and if this is the case, QE won't make much difference.<br /><br />Interestingly for anyone who has picked up on the recent arguments that quantitative easing is <a href="http://www.thisismoney.co.uk/money/news/article-2099261/BoEs-quantitative-easing-make-million-pensioners-permanently-poorer-drives-annuity-rates.html">affecting the value of pension payments in quite a serious way</a>, Mr Bean has this to say:<br /><blockquote>someone with a £100,000 pension pot, who could have expected that to yield an annual pension of a little under £7,000 three years ago, would now get just under £6,000. That is a rather substantial income loss. But it is only part of the story. Those pension funds will typically have been invested in a mix of bonds and equities, with perhaps a bit of cash too. The rise in asset prices as a result of quantitative easing consequently also raises the value of the pension pot, providing an offset to the fall in annuity rates</blockquote>Mr Bean even goes onto say that in the long-term, the two effects will cancel each other out. Of course, in the long-term, we will all be dead.Adam Cohenhttp://www.blogger.com/profile/04303565976159361888noreply@blogger.com0