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Posts Tagged ‘forecasting’

UK low productivity growth – even worse than thought

In various blogs, we’ve looked at the UK’s low productivity growth, both relative to other countries and relative to the pre-1998 financial crisis (see, for example, The UK productivity puzzle and Productivity should we be optimistic?). Productivity is what drives long-term economic growth as it determines potential GDP. If long-term growth is seen as desirable, then a fall in productivity represents a serious economic problem.

Recent data suggest that the problem, if anything, is worse than previously thought and does not seem to be getting better. Productivity is now some 21% below what it would have been had productivity growth continued at the rate experienced in the years before the financial crisis (see second chart below).

In its latest productivity statistics, the ONS reports that labour productivity (in terms of output per hour worked) fell by 0.1% in the second quarter of 2017. This follows a fall of 0.5% in quarter 1. Over the whole year to 2017 Q2, productivity fell by 0.3%.

Most other major developed countries have much higher productivity than the UK. In 2016, Italy’s productivity was 9.9% higher than the UK’s; the USA’s was 27.9%, France’s was 28.7% and Germany’s was 34.5% higher. What is more, their productivity has grown faster (see chart).

But what of the future? The Office for Budget responsibility publishes forecasts for productivity growth, but has consistently overestimated it. After predicting several times in the past that UK productivity growth would rise towards its pre-financial crisis trend of around 2% per year, in its October 2017 Forecast evaluation Report it recognises that this was too optimisitic and revises downwards its forecasts for productivity growth for 2017 and beyond.

As the period of historically weak productivity growth lengthens, it seems less plausible to assume that potential and actual productivity growth will recover over the medium term to the extent assumed in our most recent forecasts. Over the past five years, growth in output per hour has averaged 0.2 per cent. This looks set to be a better guide to productivity growth in 2017 than our March forecast of 1.6 per cent.

Looking further ahead, it no longer seems central to assume that productivity growth will recover to the 1.8 per cent we assumed in March 2017 within five years.

But why has productivity growth not returned to pre-crisis levels? There are five possible explanations.

The first is that there has been labour hoarding. But with companies hiring more workers, this is unlikely still to be true for most employers.

The second is that very low interest rates have allowed some low-productivity companies to survive, which might otherwise have been driven out of business.

The third is a reluctance of banks to lend for investment. After the financial crisis this was driven by the need for them to repair their balance sheets. Today, it may simply be greater risk aversion than before the financial crisis, especially with the uncertainties surrounding Brexit.

The fourth is a fall in firms’ desire to invest. Although investment has recovered somewhat from the years directly following the financial crisis, it is still lower than might be expected in an economy that is no longer is recession. Indeed, there has been a much slower investment recovery than occurred after previous recessions.

The fifth is greater flexibility in the labour market, which has subdued wages and has allowed firms to respond to higher demand by taking on more relatively low-productivity workers rather than having to invest in human capital or technology.

Whatever the explanation, the solution is for more investment in both technology and in physical and human capital, whether by the private or the public sector. The question is how to stimulate such investment.

Articles
UK productivity lagging well behind G7 peers – ONS Financial Times, Katie Martin (6/10/17)
UK productivity sees further fall BBC News (6/10/17)
UK resigned to endless productivity gloom The Telegraph, Tim Wallace (10/10/17)
UK productivity estimates must be ‘significantly’ lowered, admits OBR The Guardian, Richard Partington and Phillip Inman (10/10/17)
UK productivity growth to remain sluggish, says OBR BBC News (10/10/17)
Official Treasury forecaster slashes UK productivity growth forecast, signalling hole in public finances for November Budget Independent, Ben Chu (10/10/17)
The Guardian view on Britain’s productive forces: they are not working The Guardian, Editorial (10/10/17)
Mind the productivity gap: the story behind sluggish earnings The Telegraph, Anna Isaac (26/10/17)

Data and statistical analysis
Labour productivity: April to June 2017 ONS Statistical Bulletin (6/10/17)
International comparisons of productivity ONS Dataset (6/10/17)
Forecast evaluation report OBR (October 2017)

Questions

  1. Explain the relationship between labour productivity and potential GDP.
  2. What is the relationship between actual growth in GDP and labour productivity?
  3. Why does the UK lag France and Germany more in output per hour than in output per worker, but the USA more in output per worker than in output per hour?
  4. Is there anything about the UK system of financing investment that results in lower investment than in other developed countries?
  5. Why are firms reluctant to invest?
  6. In what ways could public investment increase productivity?
  7. What measures would you recommend to encourage greater investment and why?
  8. How do expectations affect the growth in labour productivity?
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As UK inflation rises, so real wages begin to fall

With the effects of the depreciation of sterling feeding through into higher prices, so the rate of inflation has risen. The latest figures from the ONS show that in the year to April 2017, CPI inflation was 2.7% – up from 2.3% in the year to March. The largest contributors to higher prices were transport costs and housing and household services.

But wage increases are not keeping up with price increases. In 2017 Q1, the average annual growth rate in regular pay (i.e. excluding bonuses) was 2.1%. In other words, real pay is falling. And this is despite the fact that the unemployment rate, at 4.6%, is the lowest since 1975.

The fall in real wages is likely to act as a brake on consumption and the resulting dampening of aggregate demand could result in lower economic growth. On the other hand, the more buoyant world economy, plus the lower sterling exchange rate is helping to boost exports and investment and this could go some way to offsetting the effects on consumption. As Mark Carney stated in his introductory remarks to the May 2017 Bank of England Inflation Report:

The combination of the stronger global outlook and sterling’s past depreciation is likely to support UK net trade. And together with somewhat lower uncertainty, stronger global growth is also likely to encourage investment as exporters renew and increase capacity.

According to the Bank of England, the net effect will be modest economic growth, despite the fall in real wages.

In the MPC’s central forecast, quarterly growth is forecast to stabilise around its current rate, resulting in growth of 1.9% in 2017 and around 1¾% in each of the next two years.

But forecasting is dependent on a range of assumptions, not least of which are assumptions about consumer and business expectations. These, in turn, depend on a whole range of factors, such as the outcome of the UK election, the Brexit negotiations, commodity prices, world growth rates and international events, such as the actions of Donald Trump. Because of the uncertainty surrounding forecasts, the Bank of England uses fan charts. In the two fan charts illustrated below (from the May 2017 Inflation Report), the bands on constructed on the following assumptions:

If economic circumstances identical to today’s were to prevail on 100 occasions, the MPC’s best collective judgement is that CPI inflation or the mature estimate of GDP growth would lie within the darkest central band on only 30 of those occasions and within each pair of the lighter coloured areas on 30 occasions.

The charts and tables showing the May 2017 projections have been conditioned on the assumptions that the stock of purchased gilts remains at £435 billion and the stock of purchased corporate bonds remains at £10 billion throughout the forecast period, and on the Term Funding Scheme (TFS); all three of which are financed by the issuance of central bank reserves. They have also been conditioned on market interest rates, unless otherwise stated.

The wider the fan, the greater the degree of uncertainty. These fan charts are wide by historical standards, reflecting the particularly uncertain future for the UK economy.

But one thing is clear from the latest data: real incomes are falling. This is likely to dampen consumer spending, but just how much this will impact on aggregate demand over the coming months remains to be seen.

Articles
UK real wages drop for first time in three years Financial Times, Sarah O’Connor (17/5/17)
Bank of England warns Brexit vote will damage living standards The Guardian, Katie Allen (11/5/17)
UK wage growth lags inflation for first time since mid-2014 BBC News (17/5/17)
Britons’ Falling Real Wages Show Challenging Times Have Arrived Bloomberg, Scott Hamilton and Lucy Meakin (17/5/17)
Jobs market will suffer a Brexit slowdown, say experts The Guardian, Angela Monaghan and Phillip Inman (15/5/17)
Pay will continue to be squeezed, employers’ survey suggests BBC News, Kamal Ahmed (15/5/17)
Brexit latest: Real wages falling, Office for National Statistics reveals Independent, Ben Chu (17/5/17)
UK inflation climbs to four-year high, beating forecasts Financial Times, Gavin Jackson (16/5/17)
Why is UK inflation at a four-year high? Financial Times, Gavin Jackson (19/5/17)
A blip, or a test of hawks’ patience? Economists respond to high UK inflation data Financial Times, Nicholas Megaw (16/5/17)
UK inflation rate at highest level since September 2013 BBC News (16/5/17)
Inflation jumps to its highest level since 2013 as Brexit continues to bite Business Insider, Will Martin (16/5/17)
UK GDP growth weaker than expected as inflation hits spending The Guardian, Katie Allen (25/5/17)
UK economic growth estimate revised down BBC News (25/5/17)

Reports
Inflation Report, May 2017 Bank of England (11/5/17)
Labour Market Outlook, Sping 2017 Chartered Institute of Personnel and Development (May 2017)

Data
Statistical Interactive Database – interest & exchange rates data Bank of England
Inflation and price indices ONS
Earnings and working hours ONS
Second estimate of GDP: Jan to Mar 2017 ONS Statistical Bulletin (25/5/17)

Questions

  1. Find out what has happened to the dollar/sterling and the euro/sterling exchange rate and the sterling exchange rate index over the past 24 months. Plot the data on a graph.
  2. Explain the changes in these exchange rates.
  3. Why is there negative real wage growth in the UK when the rate of unemployment is the lowest it’s been for more than 40 years?
  4. Find out what proportion of aggregate demand is accounted for by household consumption. Why is this significant in understanding the likely drivers of economic growth over the coming months?
  5. Why is uncertainty over future UK growth rates relatively high at present?
  6. Why is inflation likely to peak later this year and then fall?
  7. What determines the size and shape of the fan in a fan chart?
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Return of the political business cycle?

According to the theory of the political business cycle, governments call elections at the point in the business cycle that gives them the greatest likelihood of winning. This is normally near the peak of the cycle, when the economic news is currently good but likely to get worse in the medium term. With fixed-term governments, this makes it harder for governments as, unless they are lucky, they have to use demand management policies to engineer a boom as an election approaches. It is much easier if they can choose when to call an election.

In the UK, under the Fixed-term Parliaments Act of 2011, the next election must be five years after the previous one. This means that the next election in the UK must be the first Thursday in May 2020. The only exception is if at least two-thirds of all MPs vote for a motion ‘That there shall be an early parliamentary general election’ or ‘That this House has no confidence in Her Majesty’s Government.’

The former motion was put in the House of Commons on 19 April and was carried by 522 votes to 13 – considerably more than two-thirds of the 650 seats in Parliament. The next election will therefore take place on the government’s chosen date of 8 June 2017.

Part of the reason for the government calling an election is to give it a stronger mandate for its Brexit negotiations. Part is to take advantage of its currently strong opinion poll ratings, which, if correct, will mean that it will gain a substantially larger majority. But part could be to take advantage of the current state of the business cycle.

Although the economy is currently growing quite strongly (1.9% in 2016) and although forecasts for economic growth this year are around 2%, buoyed partly by a strongly growing world economy, beyond that things look less good. Indeed, there are a number of headwinds facing the economy.

First there are the Brexit negotiations, which are likely to prove long and difficult and could damage confidence in the economy. There may be adverse effects on both inward and domestic investment and possible increased capital outflows. At the press conference to the Bank of England’s February 2017 Inflation Report, the governor stated that “investment is expected to be around a quarter lower in three years’ time than projected prior to the referendum, with material consequences for productivity, wages and incomes”.

Second, the fall in the sterling exchange rate is putting upward pressure on inflation. The Bank of England forecasts that CPI inflation will peak at around 2.8% in early 2018. With nominal real wages lagging behind prices, real wages are falling and will continue to do so. As well as from putting downward pressure on living standards, it will tend to reduce consumption and the rate of economic growth.

Consumer debt has been rising rapidly in recent months, with credit-card debt reaching an 11-year high in February. This has helped to support growth. However, with falling real incomes, a lack of confidence may encourage people to cut back on new borrowing and hence on spending. What is more, concerns about the unsustainability of some consumer debt has encouraged the FCA (the financial sector regulator) to review the whole consumer credit industry. In addition, many banks are tightening up on their criteria for granting credit.

Retail spending, although rising in February itself, fell in the three months to February – the largest fall for nearly seven years. Such falls are likely to continue.

So if the current boom in the economy will soon end, then, according to political business cycle theory, the government is right to have called a snap election.

Articles
Gloomy economic outlook is why Theresa May was forced to call a snap election The Conversation, Richard Murphy (18/4/17)
What does Theresa May’s general election U-turn mean for the economy? Independent, Ben Chu (18/4/17)
It’s not the economy, stupid – is it? BBC News Scotland, Douglas Fraser (18/4/17)
Biggest fall in UK retail sales in seven years BBC News (21/4/17)
Sharp drop in UK retail sales blamed on higher prices Financial Times, Gavin Jackson (21/4/17)
Shoppers cut back as inflation kicks in – and top Bank of England official says it will get worse The Telegraph, Tim Wallace Szu Ping Chan (21/4/17)
Retail sales volumes fall at fastest quarterly rate in seven years Independent, Ben Chu (21/4/17)

Statistical Bulletin
Retail sales in Great Britain: Mar 2017 ONS (21/4/17)

Questions

  1. For what reasons might economic growth in the UK slow over the next two to three years?
  2. For what reasons might economic growth increase over the next two to three years?
  3. Why is forecasting UK economic growth particularly difficult at the present time?
  4. What does political business cycle theory predict about the behaviour of governments (a) with fixed terms between elections; (b) if they can choose when to call an election?
  5. How well timed is the government’s decision to call an election?
  6. If retail sales are falling, what other element(s) of aggregate demand may support economic growth in the coming months?
  7. How does UK productivity compare with that in other developed countries? Explain why.
  8. What possible trading arrangements with the EU could the UK have in a post-Brexit deal? Discuss their likelihood and their impact on economic growth?
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A fall in the UK natural rate of unemployment?

When UK unemployment was 7.7% in July 2013, Mark Carney, the newly arrived governor of the Bank of England, said that the Bank would probably have to rise interest rates when the unemployment rate dropped below 7%. Below that rate, it was expected that inflation would rise. In other words, 7% was the NAIRU – the non-accelerating rate of inflation. The most recent figure for the unemployment rate is 4.8% and yet the Bank of England has not raised interest rates. In fact, in response to the Brexit vote, it cut Bank Rate from 0.5% to 0.25% in August last year. (Click here for a PowerPoint of the chart below.)

The NAIRU is a similar, although not identical, concept to the natural rate of unemployment. The natural rate is the equilibrium rate consistent with an overall long-term balance of aggregate labour demand and supply: i.e. the rate after short-term cyclical movements in unemployment have been discounted. It is thus a long-term concept.

The NAIRU, although similar, focuses on the relationship between inflation and unemployment. With inflation caused solely by demand-side factors, the natural rate and the NAIRU will be similar if not identical. However, if cost-push factors change – say there is a poor harvest, which pushes up food prices and inflation (temporarily), or a substantial depreciation of the exchange rate caused by political factors (such as Brexit) – the NAIRU would increase, at least in the short term, as a higher rate of unemployment would be necessary to stop inflation rising. In the long term, although being defined differently, the NAIRU and the natural rate will be the same.

In practice, because the Bank of England is targeting inflation at a 24-month time horizon, the NAIRU for the UK at that point could also be seen as the natural rate.

So with the Bank of England not raising interest rates despite the considerable fall in the unemployment rate, does this imply a fall in the natural rate of unemployment? The answer is yes. The reason has to do with changes in the structure of the labour market.

The proportion of young people and women with children returning to the labour market has fallen. Such people have a higher-than-average rate of unemployment since they typically spend a period of time searching for a job.

Tax and benefit reforms over the years have increased the incentive for the unemployed to take work.

Perhaps the biggest factor is a greater flexibility in the labour market. As union power has waned and as people are increasingly working on flexible contracts, including zero-hour contracts, so this has moderated wage increases. At the same time, many firms are facing increased competition both from abroad and domestically via the Internet. This has put downward pressure on prices and hence on the wages firms are willing to pay.

The effect has been a fall in the NAIRU and probably the natural rate. Frictions in the labour market have reduced and people losing their jobs because of changes in industrial structure find it easier to get jobs in low-skilled service industries, where employers’ risks of taking on such workers have fallen because of the loss of rights for such workers.

So what is the natural rate of unemployment today? It is certainly much lower than 7%; the consensus is that it is probably below 5%. As Kristin Forbes, External MPC Member of the Bank of England stated in a recent speech:

[Unemployment] is forecast to increase gradually from its current 4.8% to a high of 5.0% in the second half of 2017, before falling back to its current rate by the end of 2019. To put this in context, 5.0% was previously believed to be around the UK’s natural rate of unemployment – the rate below which unemployment could not fall without wages picking up to levels inconsistent with sustaining inflation around the 2% target. Unemployment at 5.0% is also below the average unemployment rate for the UK over the pre-crisis period from 1997 to 2007 (when it was 5.5%).

She went on to discuss just what the figure is for the natural, or ‘equilibrium’, rate of unemployment (U*). One problem here is that there is considerable uncertainty over the figure in the current forecast made by the Bank.

[An] assumption in the forecast about which there is substantial uncertainty is of the equilibrium unemployment rate – or U* for short. Since I have been on the MPC, the Committee has assumed that U* was around 5%. This implied that the more by which unemployment exceeded 5%, the more slack existed in the economy, and the less upward momentum would be expected in wages (controlling for other factors, such as productivity growth).

As part of our annual assessment of regular supply-side conditions this January, Bank staff presented several pieces of analysis that suggested U* may be lower than 5% today [see, for example]. The majority of the MPC voted to lower our estimate of U* to 4.5%, based partly on the persistent weakness of wage growth over the past few years after accounting for other factors in our models. [See page 20 of the February 2017 Inflation Report.]

My own assessment, however, suggested that although U* was likely lower than 5% today, it is likely not as low as 4.5%. If true, this would suggest that there is less slack in the economy than in the MPC’s central forecast, and wage growth and inflation could pick up faster than expected.

Against that, however, uncertainty related to Brexit negotiations could make firms more cautious about raising wages, thereby dampening wage growth no matter where unemployment is relative to its equilibrium. Moreover, even if we could accurately measure the level of U* in the economy today, it could easily change over the next few years as the labour force adjusts to any changes in the movement of labour between the UK and European Union.

Determining the precise figure of the current natural rate of unemployment, and predicting it for the medium term, is very difficult. It involves separating out demand-side factors, which are heavily dependent on expectations. It also involves understanding the wage elasticity of labour supply in various markets and how this has been affected by the increased flexibility of these markets.

Articles
When will Britons get a pay rise? The Guardian, Phillip Inman (26/2/17)
BoE decision, Inflation Report – Analysts react DigitalLook, Alexander Bueso (2/2/17)
Bank of England hikes UK economic growth forecasts but warns of rising inflation The Telegraph, Szu Ping Chan (2/2/17)

Bank of England publications
Inflation Report Bank of England (February 2017)
A MONIAC (not manic) economy Bank of England Speeches, Kristin Forbes (8/2/17)
The labour market Bank of England Speeches, Michael Saunders (31/1/17)

Questions

  1. Distinguish between the following terms: natural rate of unemployment, NAIRU, equilibrium rate of unemployment, disequilibrium rate of unemployment.
  2. For what reasons did the Monetary Policy Committee members feel that the equilibrium rate of unemployment might be as low as 4.25%?
  3. Why might it be as high as 5%?
  4. How are changes in migration trends likely to affect (a) wage growth and (b) unemployment?
  5. How is the amount of slack in an economy measured? What impact does the degree of slack have on wage growth and inflation?
  6. What is meant by the ‘gig’ economy? How has the development of the gig economy impacted on unemployment and wages?
  7. Why has there been a considerable rise in self employment?
  8. How may questions of life style choice and control over the hours people wish to work impact on the labour market?
  9. If people are moving jobs less frequently, does this imply that the labour market is becoming less flexible?
  10. Why may firms in the current climate be cautious about raising wages even if aggregate demand picks up?
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Being an economist

Is too much expected of economists? When economic forecasts turn out to be wrong, as they often are, economists are criticised for having inaccurate or unrealistic models. But is this a fair criticism?

The following article by Richard Whittle from Manchester Metropolitan University looks at what economists can and cannot do. The article highlights two key problems for economic forecasting.

The first concerns human behaviour, which is influenced by a whole range of factors and can change very rapidly in response to changing circumstances. Moods of optimism or pessimism can quickly spread in response to a news item, such as measures announced by Donald Trump or latest data on growth or the housing market.

The second concerns the whole range of possible economic shocks. Such shocks, by their very nature, are hard to predict and can quickly make forecasts wrong. They could be a surprise election result, a surprise government policy change, a natural disaster, a war or a series of terrorist attacks. And these shocks, in turn, affect human behaviour. Consumption and investment may rise or fall as the events affect confidence and herd behaviour.

But is it a fair criticism of economics that it cannot foretell the future? Do economists, as the article says, throw up their hands and curse economics as a futile endeavour? Not surprisingly, the answer given is no! The author gives an analogy with medicine.

A doctor cannot definitely prevent illness, but can offer advice on prevention and hopefully offer a cure if you do get ill. This is the same for the work economists do.

Economists can offer advice on preventing crises or slowdowns but cannot definitively prevent them from happening. Economists can also offer robust advice on restoring growth, although when the advice is that the economy has grown too fast and should slow, it is often not welcomed by policy makers.

Helping understanding the various drivers in an economy and how humans are likely to respond to various incentives is a key part of what economists do. But making predictions with 100% certainty is asking too much of economists.

And just as medical professionals can predict that if you smoke, eat unhealthy food or take no exercise you are likely to be less healthy and die younger, but cannot say precisely when an individual will die, so too economists can predict that certain policy measures are likely to increase or decrease GDP or employment or inflation, but they cannot say precisely how much they will be affected.

As the article says, “the true value of the economist lies not in mystical fortune telling, but in achieving a better understanding of the nature of the economies in which we live and work.”

Article
How to be an economist in 2017 The Conversation, Richard Whittle (24/1/17)

Questions

  1. For what reasons has economics been ‘in crisis’? What is the solution to this crisis?
  2. Look at some macroeconomic forecasts for a country of your choice made two years ago for today (see, for example, forecasts made by the IMF, OECD or a central bank). How accurate were they? Explain any inaccuracies.
  3. To what extent is economic forecasting like weather forecasting?
  4. What is meant by cumulative causation? Give some examples. Why does cumulative causation make economic forecasting difficult?
  5. How is the increased usage of contactless card payments likely to affect spending patterns? Explain why.
  6. Why is it difficult to forecast the effects of Brexit?
  7. How can economic advisors help governments in designing policy?
  8. Why do people tend to overweight high probabilities and underweight low ones?
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Economic forecasts: are they of any value?

Economic forecasting came in for much criticism at the time of the financial crisis and credit crunch. Few economists had predicted the crisis and its consequences. Even Queen Elizabeth II, on a visit to the London School of Economics in November 2008, asked why economists had got it so wrong. Similar criticisms have emerged since the Brexit vote, with economic forecasters being accused of being excessively pessimistic about the outcome.

The accuracy of economic forecasts was one of the topics discussed by Andy Haldane, Chief Economist at the Bank of England. Speaking at the Institute for Government in London, he compared economic forecasting to weather forecasting (see section from 15’20″ in the webcast):

“Remember that? Michael Fish getting up: ‘There’s no hurricane coming but it will be very windy in Spain.’ Very similar to the sort of reports central banks – naming no names – issued pre-crisis, ‘There is no hurricane coming but it might be very windy in the sub-prime sector.” (18’40″)

The problem with the standard economic models which were used for forecasting is that they were essentially equilibrium models which work reasonably well in ‘normal’ times. But when there is a large shock to the economic system, they work much less well. First, the shocks themselves are hard to predict. For example, the sub-prime crisis in 2007/8 was not foreseen by most economists.

Then there is the effect of the shocks. Large shocks are much harder to model as they can trigger strong reactions by consumers and firms, and governments too. These reactions are often hugely affected by sentiment. Bouts of pessimism or even panic can grip markets, as happened in late 2008 with the collapse of Lehman Brothers. Markets can tumble way beyond what would be expected by a calm adjustment to a shock.

It can work the other way too. Economists generally predicted that the Brexit vote would lead to a fall in GDP. However, despite a large depreciation of sterling, consumer sentiment held up better than was expected and the economy kept growing.

But is it fair to compare economic forecasting with weather forecasting? Weather forecasting is concerned with natural phenomena and only seeks to forecast with any accuracy a few days ahead. Economic forecasting, if used correctly, highlights the drivers of economic change, such as government policy or the Brexit vote, and their likely consequences, other things being equal. Given that economies are constantly being affected by economic shocks, including government or central bank actions, it is impossible to forecast the state of the macroeconomy with any accuracy.

This does not mean that forecasting is useless, as it can highlight the likely effects of policies and take into account the latest surveys of, say, consumer and business confidence. It can also give the most likely central forecast of the economy and the likely probabilities of variance from this central forecast. This is why many forecasts use ‘fan charts’: see, for example, Bank of England forecasts.

What economic forecasts cannot do is to predict the precise state of the economy in the future. However, they can be refined to take into account more realistic modelling, including the modelling of human behaviour, and more accurate data, including survey data. But, however refined they become, they can only ever give likely values for various economic variables or likely effects of policy measures.

Webcast
Andy Haldane in Conversation Institute for Government (5/1/17)

Articles
‘Michael Fish’ Comments From Andy Haldane Pounced Upon By Brexit Supporters Huffington Post, Chris York (6/1/17)
Crash was economists’ ‘Michael Fish’ moment, says Andy Haldane BBC News (6/1/17)
The Bank’s ‘Michael Fish’ moment BBC News, Kamal Ahmed (6/1/17)
Bank of England’s Haldane admits crisis in economic forecasting Financial Times, Chris Giles (6/1/17)
Chief economist of Bank of England admits errors in Brexit forecasting BBC News, Phillip Inman (5/1/17)
Economists have completely failed us. They’re no better than Mystic Meg The Guardian, Simon Jenkins (6/1/17)
Five things economists can do to regain trust The Guardian, Katie Allen and Phillip Inman (6/1/17)
Andy Haldane: Bank of England has not changed view on negative impact of Brexit Independent, Ben Chu (5/1/17)
Big data could help economists avoid any more embarrassing Michael Fish moments Independent, Hamish McRae (7/1/17)

Questions

  1. In what ways does economic forecasting differ from weather forecasting?
  2. How might economic forecasting be improved?
  3. To what extent were the warnings of the Bank of England made before the Brexit vote justified? Did such warnings take into account actions that the Bank of England was likely to take?
  4. How is the UK economy likely to perform over the coming months? What assumptions are you making here?
  5. Brexit hasn’t happened yet. Why is it extremely difficult to forecast today what the effects of actually leaving the EU will be on the UK economy once it has happened?
  6. If economic forecasting is difficult and often inaccurate, should it be abandoned?
  7. The Bank of England is forecasting that inflation will rise in the coming months. Discuss reasons why this forecast is likely to prove correct and reasons why it may prove incorrect.
  8. How could economic forecasters take the possibility of a Trump victory into account when making forecasts six months ago of the state of the global economy a year or two ahead?
  9. How might the use of big data transform economic forecasting?
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US interest rates: edging upwards

On 14 December, the US Federal Reserve announced that its 10-person Federal Open Market Committee (FOMC) had unanimously decided to raise the Fed’s benchmark interest rate by 25 basis points to a range of between 0.5% and 0.75%. This is the first rise since this time last year, which was the first rise for nearly 10 years.

The reasons for the rise are two-fold. The first is that the US economy continues to grow quite strongly, with unemployment edging downwards and confidence edging upwards. Although the rate of inflation is currently still below the 2% target, the FOMC expects inflation to rise to the target by 2018, even with the rate rise. As the Fed’s press release states:

Inflation is expected to rise to 2% over the medium term as the transitory effects of past declines in energy and import prices dissipate and the labor market strengthens further.

The second reason for the rate rise is the possible fiscal policy stance of the new Trump administration. If, as expected, the new president adopts an expansionary fiscal policy, with tax cuts and increased government spending on infrastructure projects, this will stimulate the economy and put upward pressure on inflation. It could also mean that the Fed will raise interest rates again more quickly. Indeed, the FOMC indicated that it expects three rate rises in 2017 rather than the two it predicted in September.

However, just how much and when the Fed will raise interest rates again is highly uncertain. Future monetary policy measures will only become more predictable when Trump’s policies and their likely effects become clearer.

Articles
US Federal Reserve raises interest rates and flags quicker pace of tightening in 2017 Independent, Ben Chu (14/12/16)
US Federal Reserve raises interest rates: what happens next? The Telegraph, Szu Ping Chan (15/12/16)
Holiday traditions: The Fed finally manages to lift rates in 2016 The Economist (14/12/16)
US raises key interest rate by 0.25% on strengthening economy BBC News (14/12/16)
Fed Raises Key Interest Rate, Citing Strengthening Economy The New York Times, Binyamin Appelbaum (14/12/16)
US dollar surges to 14-year high as Fed hints at three rate hikes in 2017 The Guardian, Martin Farrer and agencies (15/12/16)

Questions

  1. What determines the stance of US monetary policy?
  2. How does fiscal policy impact on market interest rates and monetary policy?
  3. What effect does a rise in interest rates have on exchange rates and the various parts of the balance of payments?
  4. What effect is a rise in US interest rates likely to have on other countries?
  5. What is meant by ‘forward guidance’ in the context of monetary policy? What are the benefits of providing forward guidance?
  6. What were the likely effects on the US stock market of the announcement by the FOMC?
  7. Following the FOMC announcement, two-year US Treasury bond yields rose to 1.231%, the highest since August 2009. Explain why.
  8. For what reason does the FOMC believe that the US economy is already expanding at roughly the maximum sustainable pace?
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The world economic outlook – as seen by the IMF

The IMF has just published its six-monthly World Economic Outlook. It expects world aggregate demand and growth to remain subdued. A combination of worries about the effects of Brexit and slower-than-expected growth in the USA has led the IMF to revise its forecasts for growth for both 2016 and 2017 downward by 0.1 percentage points compared with its April 2016 forecast. To quote the summary of the report:

Global growth is projected to slow to 3.1 percent in 2016 before recovering to 3.4 percent in 2017. The forecast, revised down by 0.1 percentage point for 2016 and 2017 relative to April, reflects a more subdued outlook for advanced economies following the June UK vote in favour of leaving the European Union (Brexit) and weaker-than-expected growth in the United States. These developments have put further downward pressure on global interest rates, as monetary policy is now expected to remain accommodative for longer.

Although the market reaction to the Brexit shock was reassuringly orderly, the ultimate impact remains very unclear, as the fate of institutional and trade arrangements between the United Kingdom and the European Union is uncertain.

The IMF is pessimistic about the outlook for advanced countries. It identifies political uncertainty and concerns about immigration and integration resulting in a rise in demands for populist, inward-looking policies as the major risk factors.

It is more optimistic about growth prospect for some emerging market economies, especially in Asia, but sees a sharp slowdown in other developing countries, especially in sub-Saharan Africa and in countries generally which rely on commodity exports during a period of lower commodity prices.

With little scope for further easing of monetary policy, the IMF recommends the increased use of fiscal policies:

Accommodative monetary policy alone cannot lift demand sufficiently, and fiscal support — calibrated to the amount of space available and oriented toward policies that protect the vulnerable and lift medium-term growth prospects — therefore remains essential for generating momentum and avoiding a lasting downshift in medium-term inflation expectations.

These fiscal policies should be accompanied by supply-side policies focused on structural reforms that can offset waning potential economic growth. These should include efforts to “boost labour force participation, improve the matching process in labour markets, and promote investment in research and development and innovation.”

Articles
IMF Sees Subdued Global Growth, Warns Economic Stagnation Could Fuel Protectionist Calls IMF News (4/10/16)
The World Economy: Moving Sideways IMF blog, Maurice Obstfeld (4/10/16)
The biggest threats facing the global economy in eight charts The Telegraph, Szu Ping Chan (4/10/16)
IMF and World Bank launch defence of open markets and free trade The Guardian, Larry Elliott (6/10/16)
IMF warns of financial stability risks BBC News, Andrew Walker (5/10/16)
Backlash to World Economic Order Clouds Outlook at IMF Talks Bloomberg, Rich Miller, Saleha Mohsin and Malcolm Scott (4/10/16)
IMF lowers growth forecast for US and other advanced economies Financial Times, Shawn Donnan (4/10/16)
Seven key points from the IMF’s latest global health check Financial TImes, Mehreen Khan (4/10/16)
Latest IMF forecast paints a bleak picture for global growth The Conversation, Geraint Johnes (5/10/16)

IMF Report, Videos and Data
World Economic Outlook, October 2016 IMF (4/10/16)
Press Conference on the Analytical Chapters IMF (27/9/16)
IMF Chief Economist Maurice Obstfeld explains the outlook for the global economy IMF Video (4/10/16)
Fiscal Policy in the New Normal IMF Video (6/10/16)
CNN Debate on the Global Economy IMF Video (6/10/16)
World Economic Outlook Database IMF (October 2016)

Questions

  1. Why is the IMF forecasting lower growth than in did in its April 2016 report?
  2. How much credibility should be put on IMF and other forecasts of global economic growth?
  3. Look at IMF forecasts for 2015 made in 2013 and 2012 for at least 2 macroeconomic indicators. How accurate were they? Explain the inaccuracies.
  4. What are the benefits and limitations of using fiscal policy to raise global economic growth?
  5. What are the main factors determining a country’s long-term rate of economic growth?
  6. Why is there growing mistrust of free trade in many countries? Is such mistrust justified?
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The UK’s EU referendum: the economic arguments

Many of the arguments used by both sides in the referendum debate centre on whether there will be a net economic gain from either remaining in or leaving the EU. This involves forecasting.

Forecasting the economic impact of the decision, however, is difficult, especially in the case of a leave vote, which would involve substantial change and uncertainty.

First, the effects of either remaining or leaving may be very different in the long run from the short run, and long-run forecasts are highly unreliable, as the economy is likely to be affected by so many unpredictable events – few people, for example, predicted the financial crisis of 2007–8.

Second, the effects of leaving depend on the nature of any future trading relationships with the EU. Various possibilities have been suggested, including ‘the Norwegian model’, where Britain leaves the EU, but joins the European Economic Area, giving access to the single market, but removing regulation in some key areas, such as fisheries and home affairs. Another possibility is ‘the Swiss model’, where the UK would negotiate trade deals on an individual basis. Another would be ‘the Turkish model’ where the UK forms a customs union with the EU. At the extreme, the UK could make a complete break from the EU and simply use its membership of the WTO to make trade agreements.

Nevertheless, despite the uncertainty, economists have ventured to predict the effects of remaining or leaving. These are not precise predictions for the reasons given above. Rather they are based on likely assumptions.

In a poll of 100 economists for the Financial Times, ‘almost three-quarters thought leaving the EU would damage the country’s medium-term outlook, nine times more than the 8 per cent who thought the country would benefit from leaving’. Most fear damage to financial markets in the UK and to inward foreign direct investment.

Despite the barrage of pessimistic forecasts by economists about a British exit, there is a group of eight economists in favour of Brexit. They claim that leaving the EU would lead to a stronger economy, with higher GDP, a faster growth in real wages, lower unemployment and a smaller gap between imports and exports. The main argument they use to support their claims is that the UK would be more able to pursue trade creation freed from various EU rules and regulations.

Then, less than four weeks before the vote, a poll of economists who are members of the Royal Economic Society and the Society of Business Economists came out strongly in favour of continued membership of the EU. Of the 639 respondents, 72 per cent thought that the most likely impact of Brexit on UK real GDP would be negative over the next 10 to 20 years; and 88 per cent thought the impact on GDP would be negative in the next five years (see chart: click to enlarge).

Of those stating that a negative impact on GDP in the next 5 years would be most likely, a majority cited loss of access to the single market (67%) and increased uncertainty leading to reduced investment (66%).

The views of the majority of economists accord with those of various organisations. Domestic ones, such as the Bank of England, the Treasury (see the blog Brexit costs), the Institute for Fiscal Studies and the National Institute for Economic and Social Research (NIESR) all warn that Brexit would be likely to result in lower growth – possibly a recession – increased unemployment, a fall in the exchange rate and higher prices and that greater economic uncertainty would damage investment.

International organisations, such as the OECD, the IMF and the WTO, also argue that leaving the EU would create great uncertainty over future trade relations and access to the Single Market and would reduce inward foreign direct investment and the flow of skills.

But the forecasts of all these organisations depend on their assumptions about trade relations and that, in the event of the UK leaving the EU, would depend on the outcome of trade negotiations. The Leave campaign argues that other countries would want to trade with the UK and that therefore leaving would not damage trade. The Remain campaign argues that the EU would not wish to be generous to the UK for fear of encouraging other countries to leave the EU and that, anyway, the process of decoupling from the EU and negotiating new trade deals would take many years and, in the meantime, the uncertainty would be damaging to investment and growth.

The articles linked below looks at the economic arguments about Brexit and reflect the range of views of economists. Several are from ‘The Conversation’ as these are by academic economists. Although some economists are in favour of Brexit, the vast majority support the Remain side in the debate.

Articles
EU referendum: Pros and cons of Britain voting to leave Europe The Week (4/5/16)
The fatal contradictions in the Remain and Leave camps The Economist (3/6/16)
Four reasons a post-Brexit UK can’t copy Norway or Switzerland The Telegraph, Andrew Sentance (10/6/16)
What will Brexit do to UK trade? Independent, Ben Chu (2/6/16)
Leavers may not like economists but we are right about Brexit Institute for Fiscal Studies, Paul Johnson (9/6/15)
Why Brexit supporters should take an EU-turn – just like I did The Conversation, Wilfred Dolfsma (8/6/16)
The economic case for Brexit The Conversation, Philip B. Whyman (28/4/16)
Fact Check: do the Treasury’s Brexit numbers add up? The Conversation, Nauro Campos (20/4/16)
Which Brexit forecast should you trust the most? An economist explains The Conversation, Nauro Campos (25/4/16)
Why is the academic consensus on the cost of Brexit being ignored? The Conversation, Simon Wren-Lewis (17/5/16)
How Brexit would reduce foreign investment in the UK – and why that matters The Conversation, John Van Reenen (15/4/16)
The consensus on modelling Brexit NIESR, Jack Meaning, Oriol Carreras, Simon Kirby and Rebecca Piggott (23/5/16)

Reports, Press Conferences, etc.
Economists’ forecasts: Brexit would damage growth Financial Times, Chris Giles and Emily Cadman (3/1/16)
The Economy After Brexit, Economists for Brexit
Economists’ Views on Brexit Ipsos MORI (28/5/16)
Inflation Report Bank of England (May 2016)
EU referendum: HM Treasury analysis key facts HM Treasury (18/4/16)
Brexit and the UK’s public finances Institute for Fiscal Studies, Carl Emmerson , Paul Johnson , Ian Mitchell and David Phillips (25/5/16)
The Long and the Short of it: What price UK Exit from the EU? NIESR, Oriol Carreras, Monique Ebell, Simon Kirby, Jack Meaning, Rebecca Piggott and James Warren (12/5/16)
The Economic Consequences of Brexit: A Taxing Decision OECD (27/4/16)
Transcript of the Press Conference on the Release of the April 2016 World Economic Outlook IMF (12/4/16)
Macroeconomic implications of the United Kingdom leaving the Euroepan Union IMF Country Report 16/169 (1/6/16)
WTO warns on tortuous Brexit trade talks Financial Times, Shawn Donnan (25/5/16)

Questions

  1. Summarise the main economic arguments of the Remain side.
  2. What assumptions are made by the Remain side about Brexit?
  3. Summarise the main economic arguments of the Leave side.
  4. What assumptions are made by the Leave side about Brexit?
  5. Assess the realism of the assumptions of the two sides.
  6. If the UK exited the EU, would it be possible to continue gaining the benefits of the single market while restricting the free movement of labour?
  7. Would it be beneficial to go for a ‘free trade’ option of abolishing all import tariffs if the UK left the EU? Would it mean that UK exports would face no tariffs from other countries?
  8. If forecasting is unreliable, does this mean that nothing can be said about the costs and benefits of Brexit? Explain.
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Brexit costs

The Treasury has published a paper analysing the costs of Britain leaving the EU. Its central assumption is that the UK would negotiate a bilateral trade deal with the EU similar to that between Canada and the EU. Under this assumption the Treasury estimates that, by 2030, GDP would be 6.2% lower than if the UK had remained in the EU, meaning that the average household would be £4300 per year worse off than it would otherwise have been. The analysis also finds that there would be a total reduction in tax receipts of £36 billion per year – far greater than any savings from lower contributions to the EU budget.

Not surprisingly the ‘Vote Remain’ campaign for the UK to stay in the EU has welcomed the analysis, seeing it as strong evidence in support of their case. Also, not surprisingly, the Vote Leave campaign has questioned both the analysis and the assumptions on which it is based.

The Treasury analysis looks at three possible scenarios: (a) a Canada-style bilateral arrangement (the central estimate); (b) the UK becoming a member or the European Economic Area – the ‘Norwegian model’ (according to the Treasury, this would reduce GDP by 3.8%); (c) no specific deal with the EU, with the UK simply having the same access to the EU as any other country that is a mamber of the WTO (this would reduce GDP by 7.5%). Thus the Norwegian model would probably result in a smaller reduction in growth, but the UK would still continue to make contributions to the EU budget and have to allow free movement of labour. Only in option (c) would it have total control over migration. Each of the estimates has a margin of error, giving a range for the reduction in GDP across the three scenarios from 3.4% to 9.5%.

The Treasury used a three-stage process to arrive at its conclusions, as explained in the FT article below:

First, it uses gravity models to estimate the effect of different trade relationships on the quantity of trade and foreign direct investment. Gravity models take into account how close countries are to each other geographically, as well as their historical links, rather than assuming that trade flows to wherever the lowest tariffs are.

Second, it uses external academic results to estimate the consequences for productivity – the efficiency of the UK economy – from different levels of trade and foreign direct investment.

Third, it plugs the productivity numbers unto a global economic model run by the National Institute of Economic and Social Research to estimate the long-run differences in national income and prosperity.

Clearly there is large-scale uncertainty over any forecasts 14 years ahead, especially when the relationship with the EU and other countries post-EU exit can only be roughly estimated. The question is whether the assumptions are reasonable and whether there would be substantial costs from Brexit, but not necessarily of £4300 per household.

The following articles look at the analysis and its assumptions. Unlike many newspaper articles, which clearly have an agenda, these articles are relatively unbiased and try to assess the arguments. Of course, it would be difficult to be totally unbiased and it would be a good idea to try to spot any biases in each of the articles.

Articles
Treasury’s Brexit analysis: what it says — and what it doesn’t Financial Times, Chris Giles (18/4/16)
A Treasury analysis suggests the costs of Brexit would be high The Economist (18/4/16)
George Osborne says UK would lose £36bn in tax receipts if it left EU The Guardian, Anushka Asthana and Tom Clark (18/4/16)
Will each UK household be £4,300 worse off if the UK leaves the EU? The Guardian, Larry Elliott (18/4/16)
FactCheck Q&A: can we trust the Treasury on Brexit? Channel 4 News, Patrick Worrall (18/4/16)
Reality Check: Would Brexit cost your family £4,300? BBC News, Anthony Reuben (18/4/16)
Brexit sparks outbreak of agreement among economists Financial Times, Chris Giles (27/4/16)

Treasury analysis
EU referendum: HM Treasury analysis key facts HM Treasury (18/4/16)
HM Treasury analysis: the long-term economic impact of EU membership and the alternatives HM Treasury (18/4/16)

Questions

  1. Would households actually be poorer if the Treasury’s forecasts are correct?
  2. What alternative trade arrangements with the EU would be possible if the UK left the EU?
  3. What are the Treasury model’s main weaknesses?
  4. What considerations are UK voters likely to take into account in the referendum which are not included in the Treasury analysis?
  5. Make out the case for supporting the analysis of the Treasury.
  6. Make out the case for rejecting the analysis of the Treasury.
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