Search This Blog

Saturday, 7 January 2017

How to keep your resolutions (clue: it's not all about willpower)

Oliver Burkeman in The Guardian




The only way is up.  



It’s hard to think of a situation in which it wouldn’t be extremely useful to have more willpower. For a start, your New Year’s resolutions would no longer be laughably short-lived. You could stop yourself spending all day on social media, spiralling into despair at the state of the world, yet also summon the self-discipline to do something about it by volunteering or donating to charity. And with more “political will”, which is really just willpower writ large, we could forestall the worst consequences of climate change, or stop quasi-fascist confidence tricksters from getting elected president. In short, if psychologists could figure out how to reliably build and sustain willpower, we’d be laughing.

Unfortunately, though, 2016 was the year in which psychologists had to admit they’d figured out no such thing, and that much of what they thought they knew about willpower was probably wrong. Changing your habits is certainly doable, but “more willpower” may not be the answer after all.

The received wisdom, for nearly two decades, was that willpower is like a muscle. That means you can strengthen it through regular use, but also that you can tire it out, so that expending willpower in one way (for example, by forcing yourself to work when you’d rather be checking Facebook) means there’ll be less left over for other purposes (such as resisting the lure of a third pint after work). In a landmark 1998 study, the social psychologist Roy Bauermeister and his colleagues baked a batch of chocolate cookies and served them alongside a bowl of radishes. They brought two groups of subjects into the lab, instructing each to eat only cookies or only radishes; their reasoning was that it would take self-discipline for the radish-eaters to resist the cookies. In the second stage of the experiment, participants were given puzzles to solve, not realising that they were actually unsolvable. The cookie-eaters plugged away at the puzzles for an average of 19 minutes each, while the radish-eaters gave up after eight, their willpower presumably already eroded by resisting the cookies.

Thus was born the theory of “ego depletion”, which holds that willpower is a limited resource. Pick your New Year resolutions sparingly, otherwise they’ll undermine each other. Your plan to meditate for 20 minutes each morning may actively obstruct your plan to learn Spanish, and vice versa, so you end up achieving neither.

Except willpower probably isn’t like a muscle after all: in recent years, attempts to reproduce the original results have failed, part of a wider credibility crisis in psychology. Meanwhile, a new consensus has begun to gain ground: that willpower isn’t a limited resource, but believing that it is makes you less likely to follow through on your plans.

Some scholars argue that willpower is better understood as being like an emotion: a feeling that comes and goes, rather unpredictably, and that you shouldn’t expect to be able to force, just as you can’t force yourself to feel happy.
And, like happiness, its chronic absence may be a warning that you’re on the wrong track. If a relationship reliably made you miserable, you might conclude that it wasn’t the relationship for you. Likewise, if you repeatedly fail to summon the willpower for a certain behaviour, it may be time to accept the fact: perhaps getting better at cooking, or learning to enjoy yoga, just isn’t on the cards for you, and you’d be better advised to focus on changes that truly inspire you. “If you decide you’re going to fight cravings, fight thoughts, fight emotions, you put all your energy and attention into trying to change the inner experiences,” the willpower researcher Kelly McGonigal has argued. And people who do that “tend to become more stuck, and more overwhelmed.” Instead, ask what changes you’d genuinely enjoy having made a year from now, as opposed to those you feel you ought to make.

Lurking behind all this, though, is a more unsettling question: does willpower even exist? McGonigal defines people with willpower as those who demonstrate “the ability to do what matters most, even when it’s difficult, or when some part of [them] doesn’t want to”. Willpower, then, is a word ascribed to people who manage to do what they said they were going to do: it’s a judgment about their behaviour. But it doesn’t follow that willpower is a thing in itself, a substance or resource you either possess or you don’t, like money or muscle strength. Rather than “How can I build my willpower?”, it may be better to ask: “How can I make it more likely that I’ll do what I plan to do?”

One tactic is to manipulate your environment in such a way that willpower becomes less important. If you don’t keep your credit card in your wallet or handbag, it’ll be difficult to use it for unwise impulse purchases; if money is automatically transferred from your current account to a savings account the day you’re paid, your goal of saving won’t rely exclusively on strength of character. Then there’s a technique known as “strategic pre-commitment”: tell a friend about your plan, and the risk of mild public shame may help keep you on track. (Better yet, give them a cheque made out to an organisation you hate, and make them promise to donate it if you fail.) Use whatever tricks happen to fit your personality: the comedian Jerry Seinfeld famously marked an X on a wallchart for every day he managed to write, and soon became unwilling to break the chain of Xs. And exploit the power of “if-then plans”, which are backed by numerous research studies: think through the day ahead, envisaging the specific scenarios in which you might find yourself, and the specific ways you intend to respond when you do. (For example, you might decide that as soon as you feel sleepy after 10pm, you’ll go directly to bed; or that you’ll always put on your running shoes the moment you get home from work.)

The most important boost to your habit-changing plans, though, may lie not in any individual strategy, but in letting go of the idea of “willpower” altogether. If the word doesn’t really refer to an identifiable thing, there’s no need to devote energy to fretting over your lack of it. Behaviour change becomes a far more straightforward matter of assembling a toolbox of tricks that, in combination, should steer you well. Best of all, you’ll no longer be engaged in a battle with your own psyche: you can stop trying to “find the willpower” to live a healthier/kinder/less stressful/more high-achieving life – and just focus on living it instead.

I'm a junior doctor in the NHS, and I'm terrified for this winter

Aislinn Macklin-Doherty in The Guardian


Widespread concerns that the NHS will face the “toughest winter ever” are not exaggerated or unfounded – just look at the terrible news today from Worcestershire. We really should be worried for ourselves and our relatives. As a junior doctor and a researcher looking after cancer patients in the NHS, I am terrified by the prospect of what the next few months will bring. But we must not forget this is entirely preventable.




Three patients die at Worcestershire hospital amid NHS winter crisis


Our current crisis is down to the almost clockwork-like series of reshuffling, rebranding and top-down disorganisation of the services by government. It’s led to an inexorable decline in the quality of care.


I have also become aware of an insidious “takeover” by the private sector. It is both literal – in the provision of services – and ideological, with an overwhelming prevalence of business-speak being absorbed into our collective psyche. But the British public (and even many staff) remain largely unaware that this is happening.

Where the consultant physician or surgeon was once general, they now increasingly play second fiddle to chief executives and clinical business unit managers. Junior doctors such as myself (many of whom have spent 10-15 years practising medicine and have completed PhDs) must also fall in line to comply with business models and corporate strategy put forward by those with no clinical training or experience with patients.

It is this type of decision-making (based on little evidence) and seemingly unaccountable policymaking that means patient care is suffering. Blame cannot be laid at the feet of a population of demanding and ageing patients, nor the “health tourists” who are too often scapegoated.

The epitome of such changes is known as the “sustainability and transformation plans”. These will bring about some of the biggest shifts in how NHS frontline service are funded and run in recent history, and yet, worryingly, most of my own colleagues have not even heard of them. Even fewer feel able to influence them.

Sustainability and transformation plans will see almost a third of regions having an A&E closed or downgraded, and nearly half will see numbers of inpatient bed reductions. This is all part of the overarching five-year plan to drive through £22bn in efficiency savings in the NHS. But with overwhelming cuts in social services and community care and with GPs under immense pressure, people are forced to go to A&E because they quite simply do not have any other options.

I have been on the phone with patients with cancer who need to come into hospital with life-threatening conditions such as sepsis, and I have been forced to tell them, “We have no beds here you need to go to another local A&E.” Responses such as, “Please doctor don’t make me go there – last time there were people backed up down the corridors,” break my heart.

According to the Kings Fund, our NHS leaders are choosing to spend less year-on-year on healthcare (as a proportion of GDP) than at any other time in NHS history and yet we are the fifth richest economy in the world. Simultaneously private sector involvement increases and astronomical interest rates from private finance initiatives must be paid, with hospitals such as St Bartholomew’s in London having to pay up to £2m per week in interest alone. No wonder nearly all hospitals are now in dire straits.

This is all the result of intentional policies being made at the top with minimal consultation of those on the frontline. With such policies accumulating over the years we are now seeing the crisis come to a climax. The UK has fewer beds per person and fewer doctors per person than most countries in Europe. Fewer ambulances are now able to reach the highest-category emergencies, which means people having asthma attacks, heart attacks and traffic accidents are being left to wait longer in situations where minutes really matter.

The sustainability and transformation plans for my local area in south-west London show that they plan to cut 44% of inpatient bed stays over the next four years . This is dangerous. It is likely that St Helier hospital in Sutton, which takes many emergencies in the area, will close and patients will then not only have access to critically reduced services, they will then have to travel longer to hospital, having waited longer for the ambulance to get to them.

This will be the straw that broke the camel’s back. I cannot stand by while patients’ lives are put at unnecessary risk this winter. And neither should you.

Thursday, 5 January 2017

Japanese company replaces office workers with artificial intelligence

Justin McCurry in The Guardian

A future in which human workers are replaced by machines is about to become a reality at an insurance firm in Japan, where more than 30 employees are being laid off and replaced with an artificial intelligence system that can calculate payouts to policyholders.

Fukoku Mutual Life Insurance believes it will increase productivity by 30% and see a return on its investment in less than two years. The firm said it would save about 140m yen (£1m) a year after the 200m yen (£1.4m) AI system is installed this month. Maintaining it will cost about 15m yen (£100k) a year.

The move is unlikely to be welcomed, however, by 34 employees who will be made redundant by the end of March.

The system is based on IBM’s Watson Explorer, which, according to the tech firm, possesses “cognitive technology that can think like a human”, enabling it to “analyse and interpret all of your data, including unstructured text, images, audio and video”.

The technology will be able to read tens of thousands of medical certificates and factor in the length of hospital stays, medical histories and any surgical procedures before calculating payouts, according to the Mainichi Shimbun.

While the use of AI will drastically reduce the time needed to calculate Fukoku Mutual’s payouts – which reportedly totalled 132,000 during the current financial year – the sums will not be paid until they have been approved by a member of staff, the newspaper said.

Japan’s shrinking, ageing population, coupled with its prowess in robot technology, makes it a prime testing ground for AI.

According to a 2015 report by the Nomura Research Institute, nearly half of all jobs in Japan could be performed by robots by 2035.

Dai-Ichi Life Insurance has already introduced a Watson-based system to assess payments - although it has not cut staff numbers - and Japan Post Insurance is interested in introducing a similar setup, the Mainichi said.

AI could soon be playing a role in the country’s politics. Next month, the economy, trade and industry ministry will introduce AI on a trial basis to help civil servants draft answers for ministers during cabinet meetings and parliamentary sessions.

The ministry hopes AI will help reduce the punishingly long hours bureaucrats spend preparing written answers for ministers.

If the experiment is a success, it could be adopted by other government agencies, according the Jiji news agency.

If, for example a question is asked about energy-saving policies, the AI system will provide civil servants with the relevant data and a list of pertinent debating points based on past answers to similar questions.

The march of Japan’s AI robots hasn’t been entirely glitch-free, however. At the end of last year a team of researchers abandoned an attempt to develop a robot intelligent enough to pass the entrance exam for the prestigious Tokyo University.

“AI is not good at answering the type of questions that require an ability to grasp meanings across a broad spectrum,” Noriko Arai, a professor at the National Institute of Informatics, told Kyodo news agency.

Americans can spot election meddling because they’ve been doing it for years

Owen Jones in The Guardian

As I write, president-elect Donald Trump – soon to become the most powerful individual on Earth – is having a tantrum on his Twitter feed. Losing the popular vote can have devastating consequences for a bigoted plutocrat’s ego, and accusations that Vladimir Putin’s regime intervened to his advantage are getting him down. “The ‘intelligence’ briefing on so-called ‘Russian hacking’ was delayed until Friday,” he claims (falsely, apparently), “perhaps more time needed to build a case. Very strange!”

Did Putin intervene in the US election? It is entirely plausible, although evidence from the CIA (with its dubious record) and the FBI needs to be carefully scrutinised, whatever our feelings on Trump. And if the Democratic establishment pin the supposedly unthinkable calamity of Trump’s triumph on a foreign power, they will fail to learn the real lessons behind their defeat.

That doesn’t mean alleged interference by the Russian regime shouldn’t be taken seriously. Putin heads a hard-right, kleptocratic, authoritarian government that persecutes LGBT people, waged a murderous war in Chechnya, and has committed terrible crimes in Syria in alliance with Bashar al-Assad’s dictatorship. It is a pin-up for populist rightwingers across the west, from Trump to Ukip, from France’s Front National to Austria’s Freedom party. Its undemocratic manoeuvres should be scrutinised and condemned.

But while Americans feel justifiably angry at alleged interference with their political process, they have also been handed a mirror, and the reflection should disturb them.

For the US is a world leader in the field of intervening in the internal affairs of other countries. The alleged interference is far more extensive than hacking into emails belonging to unfavoured political parties. According to research by political scientist Dov Levin, the US and the USSR/Russia together intervened no less than 117 times in foreign elections between 1946 and 2000, or “one out of every nine competitive, national-level executive elections”.

Indeed, one cannot understand US-Russian relations today without acknowledging America’s role in the internal affairs of its defeated cold war foe. As Stephen Cohen puts it, after the collapse of the Soviet Union, the approach of US advisers “was nothing less than missionary – a virtual crusade to transform post-communist Russia into some facsimile of the American democratic and capitalist system”.

As soon as Bill Clinton assumed the White House in 1993, his experts discussed “formulating a policy of American tutelage”, including unabashed partisan support for President Boris Yeltsin. “Political missionaries and evangelists, usually called ‘advisers’, spread across Russia in the early and mid-1990s,” notes Cohen: many were funded by the US government. Zbigniew Brzezinski, the former national security adviser, talked of Russia “increasingly passing into de facto western receivership”.

The results were, to put it mildly, disastrous. Between 1990 and 1994, life expectancy for Russian men and women fell from 64 and 74 years respectively to 58 and 71 years. The surge in mortality was “beyond the peacetime experience of industrialised countries”. While it was boom time for the new oligarchs, poverty and unemployment surged; prices were hiked dramatically; communities were devastated by deindustrialisation; and social protections were stripped away.

To the horror of the west, Yeltsin’s popularity nosedived to the point where a communist triumph in the 1996 presidential elections could not be ruled out. Yeltsin turned to the oligarchs, using their vast resources to run an unscrupulous campaign. As Leonid Bershidsky puts it, it was “a momentous event that undermined a fragile democracy and led to the emergence of Vladimir Putin’s dictatorial regime”. It is even alleged that, in 2011, Putin’s key ally – then-president Dmitry Medvedev – privately suggested the election was rigged. In the run-up to the election, Russia was granted a huge US-backed IMF loan that – as the New York Times noted at the time – was “expected to be helpful to President Boris N Yeltsin in the presidential election”.

Yeltsin relied on US political strategists – including former aides to Bill Clinton – who had a direct line back to the White House. When Yeltsin eventually won, the cover of Time magazine was “Yanks to the rescue: The secret story of how American advisers helped Yeltsin win”.

Without the chaos and deprivations of the US-backed Yeltsin era, Putinism would surely not have established itself. But it’s not just Russia by any means, for the record of US intervention in the internal affairs of foreign democracies is extensive.

Take Italy in 1948: as the cold war unfolded, the US feared that a socialist-communist coalition would triumph in Italian elections. It barred Italians who “did not believe in the ideology of the United States” from even entering the country; funded opposing parties via the CIA; orchestrated a massive propaganda campaign, including millions of letters from Americans of Italian origin; and made it quite clear, via the State Department, that there was “no further question of assistance from the United States” if the wrong people won. Its efforts were a success. This was the first of many Italian elections featuring US interference.




CIA concludes Russia interfered to help Trump win election, say reports



Take the CIA’s self-professed involvement in the military coup that overthrew democratically elected secular Iranian president Mohammad Mosaddeq in 1953
: it was “carried out under CIA direction as an act of US foreign policy, conceived and approved at the highest levels of government”, as the agency later confessed. The nature of the 1979 Iranian revolution cannot be understood without it. Or what of CIA backing for Augusto Pinochet’s murderous overthrow of Salvador Allende in Chile in 1973?

There are more recent examples too. Take the military overthrow of Honduras’ Manuel Zelaya in 2009. The then secretary of state – a certain Hillary Clinton – refused to describe the toppling of Zelaya as a “military coup”, which would have required the suspension of US aid, including to the armed forces. Rather than call for Zelaya’s reinstatement, Clinton called for new elections. US assistance – including military aid – continued as dissidents were treated brutally; as death squads re-emerged; as violence against LGBT people surged; and as widely boycotted unfair elections took place.

Allegations of Russian interference in the US elections are undoubtedly alarming, but there’s a double standard at play. Meddling in foreign democracies only becomes a problem when the US is on the receiving end. The US has interfered with impunity in the internal affairs of so many other countries. The day that all such interference is seen for what it is – a democratic outrage, unworthy of any great nation – will be a great day indeed.

Wednesday, 4 January 2017

Supreme Court brings Indian cricket into the 21st century

Suresh Menon in The Hindu


The world’s most successful secret society has been given a lesson in transparency and that is cause for celebration.

No tears need be wasted on the panjandrums who have been running the Board of Control for Cricket in India and its State associations like personal fiefdoms.

The Supreme Court finally reeled in the long rope it had given the BCCI, and so tripped up its senior officials. If there was contrition among the officials, these remained unexpressed. Yesterday’s powerhouses will be tomorrow’s forgotten men, their frown and wrinkled lip and sneer of cold command erased forever.

Inevitably, some good men will be thrown out with the bad, and there will be much churning as the old order makes way for the new. The saner elements of the board will wonder if it had to come to this, when, with greater maturity and common sense, the BCCI might have emerged with some dignity.

For the BCCI brought about its own downfall, aided by nothing more than its hubris and cavalier disregard for the laws of the land. You cannot ignore a Supreme Court judgement, as the BCCI did, and hope that nothing will change. It wasn’t just arrogance, it was foolishness of the highest order.

Would past presidents like Chinnaswamy and Sriraman, Gaekwad and Bindra, Dungarpur and Dalmiya have allowed things to come to this pass? It is convenient to believe they wouldn’t. But there is false memory at play here, a harking back to a golden era that never existed. Ghulam Ahmed, former off spinner and board vice-president, put it succinctly, “There are no values in the board.”

The Anurag Thakurs and Ajay Shirkes are paying the price for the culture that men like those mentioned had brought into the BCCI. These men ran the best sports body in the country, and somehow believed that they had a divine right to do so. Players kowtowed to them, politicians and businessmen chased them, and they clung on to power with a touching desperation.

The current dispensation extended that culture and refined it. They, like their predecessors, failed to understand the connection between actions and consequences.

At any time in the BCCI’s eight-decade history, the Supreme Court could have stepped in and ruled as it did now. Accountability and transparency were never in the BCCI’s handbook for officials, but public scrutiny was not as intense as it is now, and in some cases the good that an official did outweighed the bad, and all was forgiven.

Brinkmanship — a tactic much favoured by the BCCI to bring other cricket boards and indeed the International Cricket Council to its knees — is not a strategy guaranteed to impress the Supreme Court. That the highest court gave the BCCI more than six months to comply with its order when it could have acted even as deadlines were ignored is a testimony to its benevolence.

But how did a three-time Member of Parliament, which is what Anurag Thakur is, and sundry other luminaries, misjudge the seriousness of the situation? Was this a proxy war fought on behalf of his political masters by Thakur, or was the board, recognising the inevitable, preparing for a scorched earth response? The first will have to remain in the realm of speculation till a lead actor in the drama spills the beans. We shall soon know about the second.

The BCCI’s death wish has been one of the features of the whole saga. Thakur came in as the bright, young face of the board. There was an energy about him which makes his fall a disappointment. At 42 he was the man who replaced the old guard. Yet, within weeks, the cozy club he had tried to break up when N. Sinivasan was in charge, quickly reshaped itself into a new cozy club.

His fall is a cautionary tale for those who set out to change the system but is absorbed by it. The Supreme Court’s ruling will also impact other sports which have been resisting change like the BCCI. And that is good news for Indian sport.
The domestic season has been unaffected by the BCCI’s problems. This has been the case traditionally, and is one of the true blessings of Indian cricket. There are enough dedicated officials to ensure that the show goes on.

A generational change has been forced upon the BCCI, which is otherwise happy to continue with sons and nephews (never daughters and nieces) and other relatives keeping everything in the family.

Now State associations will have to change their registrations where necessary, holding general body meetings in order to advance this. Legal procedures need to be followed. There is a temptation to believe that cricketers make the best administrators. This is a common fallacy. There are cricketers who have made excellent administrators, but being able to play the square cut is no guarantee of managerial skills. The names of corrupt cricketer-officials are well known.

There is a long road ahead, mostly uncharted. But a start has been made. The new system may not be perfect, but it is better than the old one. Accountability ensures that.

The economists have had another terrible year. It's time for a complete re-think

Jeremy Warner in The Telegraph


This may or may not be a good time for democracy, but one thing is certain about the past year of political upsets; it’s heaped further humiliations on the economics profession.

A substantial majority of economists thought the mere act of voting for Brexit would pole-axe the economy. Not only did voters ignore these warnings, but so far the “experts” have proved almost wholly wrong.
Internationally, the story is much the same. The profound shock to global confidence anticipated by the International Monetary Fund, the OECD , Uncle Tom Cobley and all, failed to materialise; Brexit had no discernible impact on the world economy. Having cried wolf over the short term consequences, the profession should not be surprised if rather more credible warnings of pain delayed are widely disbelieved.

Similarly with Donald Trump, where the widely expected economic and market mayhem his election would supposedly unleash has so far been conspicuously absent. This collective misreading has been widely attributed to the perils of “groupthink” – where opinion hugs the consensus for fear of derision - or more conspiratorially, to vested interest and deliberately misleading intent.

But there is in fact a more prosaic explanation; that as a discipline, the dismal science has quite simply lost the plot. All over the shop, economics seems incapable of answering the great questions of our time. Are we heading for deflation or inflation? Are we locked in secular stagnation or have we finally put the financial crisis behind us?

The conceit of modern economics is that it sees itself as an evidence-based science
, yet if it could ever be such a thing, it is today no nearer its goal than when Adam Smith penned the Wealth of Nations, and in some respects, a good deal less so.

In a devastating recent analysis, the American economist Paul Romer asserted that macro-economics has been going backwards for more than three decades, with economic modelling succumbing to what he has called “mathiness”, an obsession with mathematic laws and equations which bear very little relation to the real world, ignore the lessons of other disciplines and are frequently out of touch with the inherently unpredictable nature of human behaviour.

When he wrote his treatise, Adam Smith was not an economist at all, but a professor of moral philosophy, yet many economists have come to believe that they should be as divorced from moral judgement as scientists – that economics should be a technical discipline free of ethical concerns. In the battle between moralism and mechanism, mechanism won. Unlike science, however, it doesn’t appear to have delivered anything remotely useful.

Few of the profession’s more recent failings should have come as any great surprise, for they merely follow the monumental breakdown in economic analysis exposed by the financial crisis. The Queen’s faux naïve question of economists at the time – “how come nobody saw this coming” – has yet to be answered.

As Andy Haldane, chief economist at the Bank of England, pointed out in a recent lecture, economic models provided an exceptionally poor guide to economic dynamics at the time of the financial crisis. Even after the crisis erupted, the profession seemed oblivious to its likely consequences. Virtually all the economic forecasts produced in the final quarter of 2007 – that’s after the collapse of Northern Rock - were not just mildly wrong about the coming year, but spectacularly so. Few saw any possibility even of a downturn, let alone the worst recession since the 1930s.


Mainstream economic modelling failed spectacularly during the financial crisis and has largely failed since
Mainstream economic modelling failed spectacularly during the financial crisis and has largely failed since


This failing has been explained by the Nobel prize winning economist Robert Lucas thus: “The simulations were not presented as assurances that no crisis would occur, but as a forecast of what could be expected to occur conditional on a crisis not occurring”. Thanks for nothing.

A somewhat similar excuse is proffered by HM Treasury for its ill judged analysis of the short term consequences of a vote for Brexit. This was not a prediction, but a “scenario”, it is claimed, based on two assumptions that turned out to be wrong – that Article 50 would be immediately triggered, and that there would be no countervailing monetary action by the Bank of England. Yet in truth, it was always obvious both that Article 50 would not be immediately triggered, and that the Bank of England would indeed take action to support the economy.

A stone when dropped will always fall to the ground. Human behaviour is by contrast far less certain, the result of a complex series of interactions which will always be inherently unpredictable, or what Mervyn King, former Governor of the Bank of England, has called “radical uncertainty”. The trouble with much modern economic modelling is that it assumes the laws of physics can indeed be applied to economics, or that behaviour will always respond to given inputs in a particular way. Time and again this has been proved incorrect.

The risks of this serial inability to diagnose what’s happening in the economy lie not just in the social costs of extreme events, or in wrong-headed policy response to them. It has also made mainstream macro-economics the object of political derision, which is in turn undermining public trust in key aspects of institutional and policy orthodoxy, including central bank independence and inflation targeting, which by and large have served us well.

Already we see some of this backlash in Trumponomics, where established norms, evidence and constraints are rejected in favour of policy based on instinct and narrowly perceived American self interest, including protectionism. These cranky alternatives threaten even worse outcomes than the faulty economics of the past.

Mr Haldane sees some reason for hope in reformed modelling, and in particular in so-called “Agency Based Models”, which take account not just of the observable environment, but also the behaviour of other agents which interact with it. Big Data promises to give these models even better predictive qualities.

Long applied to air traffic control, disease prevention, pharmaceutical drug trials and many other practical fields, use of ABMs in macro-economics is still very recent and far from commonplace. We can but hope they represent the great leap forward proponents claim.

One notable sceptic is the economist Paul Krugman, who claims that the old models didn’t fail, or rather that his own relatively simplistic Keynesian modelling predicted almost exactly the failure in post-crisis macro-economic policy. Ah, the path not taken. The beauty of this line of argument is that we’ll never know whether a different approach would have worked better.

Whatever the answer, economists need to be far more circumspect about prediction, as well as the uses their work are put to by the political class, where there is a growing tendency to cite the “experts” who seem to support the party line as true visionaries and dismiss the ones who don’t as useless propagandists. Pick your poison.

But let’s not entirely despair; undeterred by the low regard in which the discipline is held, there are apparently more students applying to do economics at university than ever. Economics may have lost its mojo, but plainly not yet its fascination.