Tag: forecasting

The Winter Olympics are full on as athletes from all over the world compete against each other, hoping to set new world records, win medals and be known as Olympians. Pyeongchang, the South Korean county that hosts the 2018 Winter games, enjoys a large influx of tourists – estimated at 80,000 people a day. This is certainly an unusually large number of tourists for a region that has a regular winter-time population of no more than 45,000 people.

Having such a high number of visitors to the Winter Olympics, and even more to the larger Summer Olympics, is not an unusual occurrence, however, and it is often mentioned as one of the benefits of being a host to the Olympic Games.

Baade and Matheson (see link below) distinguish between three key benefits of hosting the Olympic Games: “the short-run benefits of tourist spending during the Games; the long-run benefits or the ‘Olympic legacy’, which might include improvements in infrastructure and increased trade, foreign investment, or tourism after the Games; and intangible benefits such as the ‘feel-good effect’ or civic pride”.

On these grounds, a number of studies have been authored, attempting to analyse some or all of these benefits, distinguishing between short-term and long-term effects. Müller (see link below), uses data from the 2014 Oympic Games in Sochi, Russia, to assess the net economic outcome for the host region. He concludes that any short-term economic benefits caused by the investment influx (before and during the games) could not offset the long-term costs, leading to an estimated net loss of $1.2 billion per year.

Zimbalist (2015) and Szymanski (2011) report similar results when analysing data from the London Games (2012) and past major sporting events (Games and FIFA World Cup). Kasimati (2003) points out the significant economic benefits that host regions tend to enjoy for years after hosting the games, but argues that the overall effect depends on a number of factors (including pre-existing infrastructure and location).

The jury is, therefore, still out on what is the overall economic effect of being host to this ancient institution. But I must now dash as women’s hockey is soon to start. “Let everyone shine”.

Articles

For the sake of the games, South Korea needs to show hosting an Olympics can be economically viable CNBC, Yen Nee Lee (15/2/18)
South Korea’s Olympic bet is unlikely to pay off, economics professor says CNBC, Andrew Wong and Andrew Zimbalist (12/2/18)
Going for the Gold: The Economics of the Olympics Journal of Economic Perspectives, Robert A. Baade and Victor A. Matheson (Spring 2016)
After Sochi 2014: Costs and Impacts of Russia’s Olympic Games Eurasian Geography and Economics, Martin Müller (9/4/15)
Circus Maximus: The Economic Gamble Behind Hosting the Olympics and the World Cup The Brookings Institution, Andrew Zimbalist (14/1/15)
About Winning: The Political Economy of Awarding the World Cup and the Olympic Games SAIS Review of International Affairs, Stefan Szymanski (Winter/Spring 2011)
Economic aspects and the Summer Olympics: a review of related research International Journal of Tourism Research, Evangelia Kasimati (4/11/03)
“Let Everyone Shine”: the song for the PyeongChang 2018 Torch Relay unveiled with 200 days to go Olympic Committee (24/7/17)

Video

The Olympic Winter Games PyeongChang 2018 Torch Relay Official Song PyeongChang 2018

Questions

  1. Using supply and demand diagrams, explain whether you would expect hotel room prices to change during the hosting of a major sports event, such as the Winter Olympics.
  2. List three economic (or economics-related) arguments in favour of and against the hosting of the Olympic games. Relate your answer to the empirical evidence presented in the literature.
  3. Why is it so difficult to estimate with accuracy the net economic effect of the Olympic Games?

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?

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?

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?

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?