An excellent learning exercise for students of economics is to take a journal article that uses data to model the economy and then try to replicate the authors’ results. You may well be given an assignment like this in future years of your degree.
One such exercise is used on the University of Massachusetts Amherst’s doctoral programme in economics. Thomas Herndon is a student on that degree and chose to examine a well-known and highly influential paper, Growth in a Time of Debt by Carmen Reinhart then of the University of Maryland and Kenneth Rogoff of Harvard University and former chief economist of the IMF. Professors Reinhart and Rogoff used new data on 44 countries spanning about 200 years.
A key finding of their paper, published in 2010 in the American Economic Review Papers and Proceedings, is that once a country’s government debt exceeds 90% of GDP, growth rates fall considerably: the median across countries by about 1% and the mean considerably more.
The paper has been hugely influential. It has been used to justify the austerity programmes being pursued in many countries, including the UK and the eurozone. Cutting the government deficit to GDP ratio, and ultimately the government debt to GDP ratio, has been seen as a way of achieving higher growth over the longer term, and justifies the adverse effect on short-term growth from the dampening of aggregate demand.
Well, this seemed an interesting paper for Thomas Herndon to examine, and he was keen to show just how Reinhart and Rogoff’s data led to their conclusions. But try as he might, he could not replicate their results. His initial reaction was to think he had made an error, but each time he checked he came back with the same conclusion: they must have made errors in their calculations.
His supervisor at Amherst, Professor Michael Ash, after Thomas had checked and checked again, realised that something was wrong. He encouraged Thomas to write to Reinhart and Rogoff to request sight of their dataset. They duly obliged and it was then that Thomas spotted various errors. These are explained in the articles below, but the overall effect was to alter the conclusion. Although high debt may undermine growth to some extent, the effect is much less than Reinhart and Rogoff concluded, and there are several exceptions to this rule.
On 15 April 2013, Thomas, along with his supervisor, Michael Ash and his colleague, Robert Pollin, published a response to the Reinhart and Rogoff paper. In the abstract to their paper, Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogoff they state that:
… coding errors, selective exclusion of available data, and unconventional weighting of summary statistics lead to serious errors that inaccurately represent the relationship between public debt and GDP growth among 20 advanced economies in the post-war period. They find that when properly calculated, the average real GDP growth rate for countries carrying a public-debt-to-GDP ratio of over 90 percent is actually 2.2 percent, not –0:1 percent as published in Reinhart and Rogoff. That is, contrary to RR, average GDP growth at public debt/GDP ratios over 90 percent is not dramatically different than when debt/GDP ratios are lower.
The authors also show how the relationship between public debt and GDP growth varies significantly by time period and country. Overall, the evidence we review contradicts Reinhart and Rogoff’s claim to have identified an important stylized fact, that public debt loads greater than 90 percent of GDP consistently reduce GDP growth.
So could this be you in the future? Will you take a famous paper and, by re-examining and reworking the data, find that its conclusions are wrong? Could you end up changing the world? Exciting stuff!
Podcasts
Austerity: A Spreadsheet Error? BBC, More or Less, Tim Harford (20/4/13)
Austerity justification study ‘inaccurate’ BBC Today Programme, Robert Pollin (18/4/13)
Articles
UMass Student Exposes Serious Flaws in Harvard Economists’ Influential Study The Atlantic Wire, J.K. Trotter (18/4/13)
Shocking Paper Claims That Microsoft Excel Coding Error Is Behind The Reinhart-Rogoff Study On Debt Business Insider, Mike Konczal (16/4/13)
How a student took on eminent economists on debt issue – and won Economic Times of India (19/4/13)
Meet the 28-Year-Old Grad Student Who Just Shook the Global Austerity Movement New York Magazine, Kevin Roose (19/4/13)
An economist’s mea culpa: I relied on Reinhart and Rogoff Confessions of a Supply-Side Liberal blog, Miles Kimball (22/4/13)
The Rogoff-Reinhart data scandal reminds us economists aren’t gods The Guardian, Heidi Moore (18/4/13)
Reinhart, Rogoff… and Herndon: The student who caught out the profs BBC News Magazine, Ruth Alexander (20/4/13)
George Osborne’s case for austerity has just started to wobble The Guardian, Polly Toynbee (18/4/13)
The error that could subvert George Osborne’s austerity programme The Guardian, Charles Arthur and Phillip Inman (18/4/13)
The Excel depression Sydney Morning Herald, Paul Krugman (19/4/13)
Europe: Retreat from austerity BBC News, Gavin Hewitt (23/4/13)
Guest post by Thomas Herndon
The Grad Student Who Took Down Reinhart And Rogoff Explains Why They’re Fundamentally Wrong Business Insider, Thomas Herndon (22/4/13)
Papers
Growth in a Time of Debt NBER working paper, Carmen M. Reinhart and Kenneth S. Rogoff (January 2010)
Does High Public Debt Consistently Stifle Economic Growth? A Critique of Reinhart and Rogo ff PERI Working Paper 322, Thomas Herndon, Michael Ash and Robert Pollin (April 2013)
Questions
- What were the particular errors made by Reinhart and Rogoff?
- How has their paper been used as a basis for the design of macroeconomic policy?
- What are the limitations of using even accurate time-series data as the basis for policy measures?
- How might the work of Herndon change the direction of future macroeconomic policy?
- In his guest post in Business Insider (see link above), Herndon wrote: ‘The implication for policy is that, under particular circumstances, public debt can play a key role in overcoming a recession.’ What might this role be?
- Why might we have to be cautious in drawing policy conclusions from Herndon’s work?
Much has been written on Margaret Thatcher following her death at the age of 87 on April 8. But getting a calm assessment of both her time in office and her legacy is not easy. And it’s clear why: she created both stronger loyalty and stronger opposition than any other UK Prime Minister.
As economists, however, we should try to be as dispassionate as possible in assessing the effects of policies. There is always a normative question of the relative desirability of different economic outcomes – and you will have your own views on the relative importance of objectives such as economic growth, greater equality and greater social cohesion – but to determine cause and effect, or at least correlation, requires a careful examination of the evidence. Also, drawing lessons for future policy requires a careful modelling of the economy and the effects of changing economic variables.
The following articles have been selected from the hundreds that have appeared in the press in the past few days. Whilst they cannot be claimed to be totally ‘objective’, taken together they give a good overview of her economic policies and her economic legacy.
You may well have been surprised by the amount of coverage of her death and at the fervour of her supporters and critics. But this bears witness to the huge effect she had on both the political scene and on the UK economy – for good or bad.
Articles
Margaret Thatcher’s timeline: From Grantham to the House of Lords, via Arthur Scargill and the Falklands War Independent (8/4/13)
Overhauls Are Still Felt, Debated Decades Later Wall Street Journal, Charles Forelle (9/4/13)
Margaret Thatcher’s Four Ages of Monetary Policy EconoMonitor, David Smith (10/4/13)
How Mrs Thatcher smashed the Keynesian consensus The Economist (9/4/13)
Margaret Thatcher: The economy now and then BBC News, Stephanie Flanders (10/4/13)
Did Margaret Thatcher transform Britain’s economy for better or worse? The Guardian, Larry Elliott (8/4/13)
A look back at Margaret Thatcher’s economic record Washington Post, Dylan Matthews (8/4/13)
Margaret Thatcher’s legacy for business and economics—the world weighs in Quartz, Gwynn Guilford (8/4/13)
Data
Economic Data freely available online The Economics Network, see especially sites 1, 2, 3, 6 and 9
Questions
- Summarise the macroeconomic policies followed by the Thatcher government from 1979 to 1990.
- Chart economic growth, unemployment and inflation over Margaret Thatcher’s time in office. How does the performance of each of these indicators compare with the period from 1990 to 2007 and from 2008 to the present day?
- What is meant by ‘monetarism’? Did the Thatcher government follow pure monetarist policies?
- What is meant by the ‘Big Bang’ as applied to the financial sector in 1986? Assess the long-term consequences of the Big Bang.
- What elements of ‘Thatcherism’ were retained by the Labour government from 1997 to 2010?
- To what extent can the current Coalition government be described as ‘Thatcherite’?
VAT was introduced on the 1st of April 1973, as part of the conditions for the UK entering the Common Market. Designed by a French tax expert, Maurice Lauré, it was initially envisaged as a straightforward replacement for purchase tax, which would be applied to most goods and services.
Forty years on, VAT is increasingly complex, with numerous exemptions, many anomalies in its scope, and increasingly expensive challenges to its imposition. How did we get to this point? And is it time for VAT to undergo a mid-life makeover?
All governments have to raise taxes – to redistribute income and to fund public spending. They have a number of mechanisms they can use, but essentially they have to tax incomes (direct taxes), spending (indirect taxes) or a mix of both. The main indirect tax in the UK is VAT, which now raises over £100bn a year, compared with £1.5bn in its first year (see above chart: click here for a PowerPoint version). Initially envisaged as a simple, cross-Europe purchase tax, the current system is complex and at times appears to have been formulated ‘on the hoof’, never a good way to build a tax system.
In the 2012 Budget, the Chancellor decided to apply the standard rate of income tax to hot takeaway pasties; previously they had been zero-rated. However, he had sharply underestimated the ability of the industry to lobby against the tax, working closely with the tabloid press. Perhaps more importantly, he also missed the complex nature of the good; when is a hot pasty just cooling down? And what is hot? The government backtracked and now 20% VAT is only charged on pasties that are deliberately kept hot. You might think that this change of heart avoided introducing an anomaly, but consider how you might feel if you sell takeaway baked potatoes, which are subject to VAT.
Apart from the complexity of the system, VAT is unpopular with some commentators who feel that it falls too heavily on low-income households. Although many foodstuffs are zero-rated and housing is exempt, VAT is charged at 20% on clothing and many necessities such as cleaning materials. Gas and electricity are subject to a reduced rate of 5% and both alcohol and cigarettes have additonal excise duties imposed and yet are disproportionally consumed by the poor. When the standard rate of VAT was temporarily dropped to 15% in 2010, but then permanently raised to 20% in 2011, many felt that this was a shift in the tax burden to the poor.
So complex, irrational and prone to changes following political lobbying or expensive legal cases, VAT does seem to be stumbling into its forties under something of a cloud. However, it remains the case that it raises a large proportion of UK tax revenues at relatively low direct cost and provides the Chancellor with a reasonably effective fiscal policy tool. Even if a government wanted to put in place an alternative, it is likely that the associated political risks would be too high for it to do so. We might hope for some rationalisation of the current system, but there is little doubt that we will be raising a glass to VAT’s 50th birthday in 2023.
The links below include some articles on VAT’s 40th birthday and some more general articles on VAT.
Articles
VAT is 40 years old- and now has middle-age spread The Guardian, Juliette Garside (31/1/13)
Is VAT suffering a mid-life crisis at 40? BBC News, Colin Corder (31/3/13)
VAT at 40, not simple, not popular, but central to government revenue-raising The Chartered Institute of Taxation (28/3/13)
Happy birthday VAT, here’s how not to pay you The Telegraph, Rosie Murray-West (31/3/13)
Poorest spend higher proportion of VAT than richest BBC News (31/10/11)
A Value- Added Tax offers much to love- and hate New York Times, Gregory Mankiw (1/5/10)
EC Standard VAT Declaration European Commission Roadmap (2012)
Data and information
VAT pages HMRC
Public sector finance statistics HM Treasury (follow link to latest Public finances databank (Excel file) and go to Worksheet C2)
Latest European Union EU VAT rates VATLive
Questions
- Explain why VAT might be deemed regressive. Can you formulate an argument that it falls more heavily on the rich than the poor?
- Why is VAT administratively cheap? Other than generating tax revenues, can you think of any advantages of the tax?
- Newspapers and books are zero-rated in the UK, while e-books and news apps are standard rated at 20%. Can you identify some other anomalies in the UK VAT system? Is there an argument that a better approach would be to charge a lower rate on all goods and services?
- Who pays VAT, consumers or producers? Illustrate your answer with a diagram, or two.
- A business has to register for VAT once it has a turnover of £77,000 pa. Does this system give rise to any perverse incentives?
- Countries across the European Union have varying VAT rates, applied to very different ranges of products. Explain why this might hinder the workings of a single European market.
- Imagine you were running a brand new economy; would you use a value-added tax to raise revenues? What are the alternatives open to governments?
After a week of turmoil in Cyprus (see the News item Ochi, ochi, ochi) a deal has been struck between Cyprus, the EU and the IMF over a €10bn bailout for the island’s banking system. But while the deal may bring the immediate crisis to an end, the Cypriot economy could face years of austerity and depression. And there remain questions over whether the deal sends the wrong message to depositors in banks in other eurozone countries whose banking systems are under pressure.
Unlike the original EU proposal, the deal will not impose a levy on deposits under €100,000, much to the relief of small and medium depositors. But individuals and businesses with deposits over €100,000 in the two main troubled banks (Laiki and the Bank of Cyprus) will face losses that could be as high as 40%. The precise size will become clear in the coming days.
The troubled second largest bank, Laiki (Popular) Bank, will be split into a ‘good’ and a ‘bad’ bank. The assets and liabilities of the good part will be taken over by the largest bank, the Bank of Cyprus. Thus people’s accounts under €100,000 will be moved from one to the other. The ‘bad’ part will include deposits over €100,000 and bonds. Holders of these could lose a substantial proportion of their value.
Many businesses will be hard hit and may be forced to close. This could have serious adverse multiplier effects on the economy. These effects will be aggravated by the fiscal austerity measures which are also part of the deal. The measures are also likely to discourage further inward investment, again pushing the economy further into recession.
And then there are the broader effects on the eurozone. The direct effect of a decline in the Cypriot economy would be tiny; the Cypriot economy accounts for a mere 0.2% of eurozone GDP. Also the effect on small savers in other eurozone countries is also likely to be limited, as people will probably be reassured that savings under €100,000 have remained protected, even in an economy as troubled as Cyprus.
But some commentators argue that the effect on large depositors in other troubled eurozone countries, such as Portugal, Spain, Greece and Italy, could be much more serious. Would people with large balances in these countries prefer to move their money to, say, Germany, or even out of the eurozone altogether? There is clearly disagreement over this last point as you will see from the articles below.
Webcasts and Podcasts
Cyprus agrees bailout with eurozone ministers The Guardian (25/3/13)
Cyprus bailout: Deal reached in Eurogroup talks BBC News (25/3/13)
‘Disaster avoided’ as Cyprus agrees EU bailout deal Euronews (25/3/13)
Cyprus saved from bankruptcy Channel 4 News on YouTube, Faisal Islam (25/3/13)
What are the implications of the Cyprus deal? BBC Radio 4 Today Programme, Stephanie Flanders (25/3/13)
Cyprus bailout deal: Russia riled but Germany relieved BBC News, Steve Rosenberg in Moscow and Stephen Evans in Berlin (25/3/13)
Cyprus bailout deal ‘durable’ says IMF chief BBC News, Christine Lagarde (25/3/13)
Cyprus Bailout Deal Raises Questions: Lombardi Bloomberg, Domenico Lombardi (25/3/13)
Minister Michalis Sarris: Cyprus paying ‘tremendous cost’ BBC Radio 4 Today Programme, Michalis Sarris (26/3/13)
Articles
Last-minute Cyprus deal to close bank, force losses Reuters, Jan Strupczewski and Annika Breidthardt (25/3/13)
Cyprus strikes last-minute EU bailout deal The Guardian, Ian Traynor (25/3/13)
‘There is no future here in Cyprus’ The Telegraph, Nick Squires (25/3/13)
Back from the brink: EU ministers approve €10bn bailout deal at 11th-hour to save Cyprus Independent, Charlotte McDonald-Gibson and Majid Mohamed (25/3/13)
Cyprus bailout: Deal reached in Eurogroup talks BBC News (25/3/13)
Q&A: Cyprus deal BBC News (25/3/13)
The rescue of Cyprus won’t feel like one to its people BBC News, Robert Peston (25/3/13)
Lessons of Cyprus BBC News, Stephanie Flanders (25/3/13)
Cyprus bailout: Dijsselbloem remarks alarm markets BBC News (25/3/13)
Cyprus saved – but at what cost? The Guardian, Helena Smith (25/3/13)
Cyprus bail-out: savers will be raided to save euro in future crisis, says eurozone chief The Telegraph, Bruno Waterfield (25/3/13)
Cyprus’s banks have been tamed – are Malta and Luxembourg next? The Guardian, Ian Traynor (25/3/13)
Lehman lessons weigh on Cyprus talks but 1920s slump must not be ignored The Guardian, Larry Elliott (24/3/13)
Questions
- Explain what is meant by ‘moral hazard’. What moral hazards are implicit in the deal that has been struck with Cyprus?
- How does the size of the banking system in Cyprus as a proportion of GDP differ from that in other troubled eurozone countries? How does this affect the ‘contagion’ argument?
- Does the experience of Iceland and its troubled banks suggest that the Cypriot problem has nothing to do with its being in the eurozone?
- What options are open to the Cypriot government to stimulate the economy and prevent a severe recession? How realistic are these options (if any)?
- What are the likely implications of the deal for the economic relationships (as opposed to the political ones) between Cyprus and Russia and between the eurozone and Russia?
- Are there any similarities in the relationships between the weak and strong eurozone countries today and those between Germany and other countries in the 1920s and 30s?
The Bank of England was granted independence to set interest rates back in 1997. This is known as instrument independence. However, the remit is set by the government and so it does not have goal independence. Amongst the policy announcements on Budget day (Wed 20 March), the government detailed amendments to the Bank’s remit. In particular, the remit now more explicitly acknowledges that, in exceptional circumstances, the Bank might need to pay more attention to output variability.
Despite the amendments to its remit, the Bank of England continues to have a forward-looking operational inflation rate target of 2 per cent (with a range of tolerance of up to 1 percentage point). The MPC therefore sets the Bank Rate, i.e. the rate at which it engages in short-term lending to financial institutions, to affect general interest rates in the economy. In turn, the level of interest rates is assumed to affect the level of aggregate demand and, hence, the rate of demand-pull inflation as well as inflation rate expectations.
A key economic benefit of delegating interest rate decisions to the Monetary Policy Committee (MPC) is thought to be lower inflation rate expectations. By granting the Bank of England operational or instrument independence, inflation announcements have a credibility that they would not if monetary policy was under the control of elected politicians. So why change the inflation rate remit?
The government remains of the view that inflation rate targeting has served the UK well, despite inflation being persistently above target for the past three years (see chart: click here for a PowerPoint). However, it has sought to clarify how the Bank of England might be expected to behave in exceptional circumstances when the economy is buffeted by shocks and disturbances, such as those that it has faced following the financial crisis of the late 2000s. The government argues that in such circumstances the output volatility that could result by ensuring that inflation remains on target could be undesirable. Therefore, the MPC should give consideration to the volatility of output that targeting inflation would cause in such exceptional circumstances.
The amended remit says that in setting monetary policy the MPC should communicate to the public the trade-offs that are inherent in meeting its forward-looking inflation rate target. Therefore, during exceptional times, the Bank may communicate that the volatility of output resulting from returning inflation to target would be so large that it is prepared to keep monetary policy looser than it otherwise would. This could mean indicating a time-frame over which it would be expected to keep interest rates lower than otherwise. By communicating this, it would in effect be looking to affect peoples’ expectations and, importantly, their behaviour. The prospect of prolonged low interest rates, such as those currently being experienced, might encourage greater expenditure, especially as a result of lower borrowing costs – though of course this is not guaranteed!
The Governor will continue to write an open letter to the Chancellor of the Exchequer if inflation moves away from the target by more than 1 percentage point in either direction. However, in a change to the previous remit, this will be done in conjunction with the minutes of the MPC meeting that follow the publication of the official inflation figures by the Office for National Statistics. By publishing the letter alongside the minutes, it gives the MPC more time to consider its strategy and to give due consideration to the trade-offs in returning inflation to the target. If inflation remains more than 1 percentage point above or below the target the Governor will need to write a further letter after three months. This letter would be alongside the minutes of the third subsequent meeting of the MPC.
Some commentators argue that the amended remit is merely a reflection of the current reality. In other words, the remit is being rewritten in a way which reflects how the MPC is currently making its interest rate decisions. Others are concerned that what was a simple and clear objective is now not the case and that this may have implications for the credibility of monetary policy. Whatever the rights and wrongs, Wednesday’s announcement was an important development in the history of central bank independence in the UK.
Documents
Remit for the Monetary Policy Committee Bank of England, March 2013
Governor Response to the remit for the Monetary Policy Committee Bank of England , March 2013
Articles
Bank of England handed new remit in Osbourne’s budget Guardian, Josephine Moulds (20/3/13)
Budget: Changing the Bank of England Remit Sky News, Ed Conway (20/3/13)
Budget 2013: Bank of England’s monetary policy remit changed Telegraph, Angela Monaghan (20/3/13)
King warns against ‘major change’ to Bank’s remit ITV News (15/3/13)
Chancellor adjusts Bank of England inflation remit Financial Times, Nick Reeve (20/3/13)
Budget 2013: Bank of England gets new orders BBC News (20/3/13)
Questions
- Why would monetary policy be expected to be more credible under an independent central bank?
- How might a lack of credibility over monetary policy affect the economy’s rate of inflation?
- Outline the advantages and disadvantages of the changes to the Bank of England’s remit.
- Central bank independence constrains discretion over monetary policy. Should governments constrain their discretion over fiscal policy? What are the advantages and disadvantages?
- Explain how the MPC tries to affect the rate of inflation through changes in the Bank Rate?
