Monday, 24 July 2017
New, new working paper just out
I've also got a new working paper out with Jinnie Ooi, my brilliant research assistant and co-author. It's about how norms of fairness spread among teenagers. I'll blog in more detail later, but here is just a nice picture to give a taste of the result:
New old paper just out
A very old paper of mine and Martin Leroch's has just got published in Homo Economicus. (Ungated, older version.) The topic is reciprocity between groups. Here's a quote from the intro, I've bolded the key point:
At first sight it appears straightforward that people take revenge against entire groups, not only against direct individual perpetrators, even in routine social and economic life. For instance, consumers buy fewer products from countries which they see as politically antagonistic (Klein and Ettensoe 1999, Leong et al. 2008). Further, on days after terrorist bombings in Israel, Jewish (Arab) judges become more likely to favor Jewish (Arab) plaintiffs in their decisions, and Israeli Arabs face higher prices for used cars (Shayo and Zussman 2011; Zussman 2012). On a political level, for instance, Keynes (1922) perceived the Treaty of Paris’ devastation of the German economy as an act of revenge, and quoted Thomas Hardy’s play The Dynasts: ‘‘Nought remains/But vindictiveness here amid the strong,/And there amid the weak an impotent rage.’’ In its most extreme case, revenge against groups may trigger violent intergroup conflict. After an argument between an Indian Dalit and an upper caste farmer, upper caste villagers attacked 80 Dalit families (Hoff et al. 2011). In Atlanta, 1906, after newspaper allegations of black attacks on white women, a group of white people rioted, killing 25 black men (Bauerlein 2001). In both cases, innocent people were made to suffer for the real or supposed crimes of others. Many field studies of intergroup violence report similar tit-for-tat processes, with harm to members of one group being avenged by attacks on previously uninvolved coethnics of the original attackers (Horowitz 1985, 2001; Chagnon 1988).
We started thinking about this back in 2009, I just looked up the email:
Reciprocity towards groups; that's a pretty important idea if it holds, right? (Think about wars, racial discrimination; patriotism...) I don't know if there's anything done in the area. But perhaps it's one for another experiment.As well as seeming important, it turned out there was basically nothing out there in economics, and only a few papers in psychology.
We ran not one but several experiments, polishing the treatment and figuring out "what works". (There's issues of multiple testing here, but I'll ignore that.)
Our final experiment had some interesting results, and we sent it off to a top journal. It was rejected. Then we sent it off to another journal and... it was rejected. And another, and another.... I was annoyed by this because I felt that this was an important topic that nobody had written about! After all, Chen and Li (2009) had got into the AER by doing a basic group identity experiment, the same thing psychologists had done for decades, and adding incentives.
Yeah, I was naive! There are lots of reasons for the paper not doing well, some good, some bad:
- The design was complex and hard to explain. We spent ages on multiple rewrites of our design section to make it clear what we had done.
- In addition, the design and methodology weren't perfect - we were both quite inexperienced. There are things I'd do differently. Of course, reviewers picked these up.
- Our topic fell between stools: it was an economic experiment on a fundamentally political topic. It is a sad reality that interdisciplinary work is not easy to publish.
- Relatedly: referees and academics are conservative. It is easier to answer a question they already consider important, than to introduce a new question and persuade them it is important. That's probably reasonable. The dominant themes of any literature are dominant for a reason.
- Chen and Li's AER paper did what I have since learned is important - it created a building block. It deserves its placement. I still think we were out there doing something quite new, but sometimes you have to lead the academic horse to water.
Here's a picture of the basic result, which I'm sure has been up on this blog before. The slope of the solid line shows subjects' "upstream reciprocity" towards a fellow group member of their most recent opponent in a public goods game. The dashed line is the control, showing reciprocity towards someone in a different group.
Friday, 9 June 2017
Whistling in the dark
I remember 1992.
Everyone expected Labour to win and kick out Major. I sat and watched it with a friend from school. I was very Left wing, and in 1992 almost everyone my age (even Etonians) wanted the Tories out.
By 2am, it was clear that Labour was not winning. I took out a tiny, tiny speck of dope that I had left over and ate it in a feeble attempt to get high. Then we went to bed.
Anyway. I need to find some positives in this situation:
- We will get rid of May, who has shown zero talent and zero charisma.
- Corbyn probably will not form a government.
- If he does, it will be a weak one, and as he has shown zero talent for organization and management – as opposed to his huge talent for campaigning and speechmaking, for which, full respect – it will probably lead to swift disillusionment for the kids who are now out celebrating.
- The Lib Dems might be able to demand a referendum on PR, and the mood of the country is such that it might vote yes this time.
- A lot of young people have been enthused by politics. I'm not sure this is a particularly good thing, but at least they will be enjoying themselves.
- Ruth Davidson has done really well in Scotland. (I've often thought that it would be quite funny, and really wind up the Left, if the Conservative party could have the first Jewish, the first female, the first gay and the first black Prime Ministers.)
- The SNP are one step further from breaking up my country.
- There were some excellent dogs at the polling station where I was a teller.
Why did Corbyn do so well? A little bit of political economy
Let's assume the exit poll is about true, and that Jeremy Corbyn has done even better than the polls thought – and he was already pulling far ahead of what people, including me, expected.
There are lots of things to say about this: failures in polling (again); Theresa May's incompetent campaign and feeble personality; Jeremy Corbyn's quality as a campaigner; the role of the internet.
I think one dog that very importantly did not bark is the Labour manifesto. Remember, Jeremy Corbyn is a passionately ideological Leftwinger. But the manifesto was in many ways rather moderate. It did not, for example, aim to spend much more than the Conservatives. It did not set out to reverse many Conservative welfare cuts.
A classic model in political science explains why parties move to the centre. Suppose the two parties are concerned only to win the elections. They will each promise a platform right in the middle of the electorate, at the famous "median voter" - the person in the middle, who has half the electorate to the left of her and half the electorate to the right. Why? Because if one candidate moves to the left of this person, then (at least!) everyone on the right votes for the other candidate, who wins a 50% majority. And if one candidate moves to the right, then everyone on the left votes for the other candidate who again wins.
Here's an ASCII art picture. It shows a line representing political preferences from Left to Right. The voters are at x. The median voter is marked with a *, with two voters on her left and two on her right. Voters vote for the party that is closest to them. Both parties will propose a platform at *. Any party that moved left or right would get three voters preferring the other candidate.
____________x_______x_______*___x_________________x_________
A natural response to this is "oh, but politicians are idealists! Or at least, Jeremy is. Jeremy cares about policy, not just getting elected." Well, stop swooning over Jeremy for a second, and suppose that is true. Suppose you are Jeremy Corbyn and deeply want policy to be as left wing as possible. You will still move to the centre. For, if you do not, and lose, then you will get the policies implemented by your right wing opponent.
This seems to be what has happened. Corbyn moderated his manifesto. That made Labour palatable to voters who would never have tolerated Corbyn's own ideal policies.
In a sense, you could say that despite appearances, the ghost of Blair still haunts the Labour party. Even with Corbyn as leader, they are forced to go along with a lot of the consensus of the past forty years.
(Thank God! ... But this is a post about the "horse race", not the outcome.)
References
The original model of the median voter is the "Downsian" model, made famous by Anthony Downs' An Economic Theory of Democracy (1957); but actually first suggested by Hotelling (1929) "Stability in competition". The point about "idealistic" politicians was first made, I think, by Donald Wittman (1929) "Candidates with policy preferences: A dynamic model" – sorry no ungated version.
Monday, 5 June 2017
How I will vote
I will not be voting for Labour this Thursday. Here is why:
- The Labour manifesto promises to nationalize the railways. Our rail service in the UK is far from perfect, but for me at least, it provides a reasonable way to get around. I remember the days of British Rail, with no affection whatsoever. There were fewer trains than now. Connections were slower. Trains were dirty, and so were stations. You could not hear station announcements. Staff were unhelpful. Railway and train food was a byword for badness. Not surprisingly, passenger numbers on UK railways steadily declined. After privatization, they immediately started to increase again. Those who do not remember the past are condemned to repeat it. Please, let’s not.
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| Rail passenger numbers under nationalization and privatization. Can you spot the difference? Graph by Absolutelypuremilk and Tompw, via Wikimedia. Data from ATOC. |
- Labour also wants to abolish university tuition fees. The tertiary education sector is one of the UK’s success stories. It attracts students from all over the world, whose fees help to subsidize our own. Continental systems, which are mostly fee-free, do not. There is a generous system of student loans available, so students from poor families, who feel that they will benefit from a university education, need not be afraid that they cannot afford it. Indeed, the introduction of higher fees in 2010 did not reduce rates of participation, which are extremely high, and also has not affected participation by poorer students, which went up by 42% between 2005-2014. Higher fees have made students demanding, and have encouraged universities to provide courses that they want. There are bad aspects to this, but overall I think it is a good thing. In terms of self-interest, higher fees help to pay my salary. Lastly, students end up wealthier than non-students, so abolishing fees means either reducing funding for education, or shifting the cost from richer to poorer people. Abolishing tuition fees is a bad idea.
- Immigration to the UK is historically at high levels. I think it should be less, for reasons I won’t detail here, but which, for the avoidance of doubt, do not include being a hate-filled racist. Neither party has a clear plan for making immigration less, but at least the Conservatives have a clear goal of doing so. They are the less bad alternative.
- Let’s not fanny about: Jeremy Corbyn has a clear history of sympathizing with terrorists. He had contacts with the IRA. He shared a platform with people wanted for murder. He attended a wreath-laying ceremony at the Paris grave of a Palestinian terrorist involved in the Munich hostage-taking and murder of 11 Jews. His claims to have been doing this for peace are disingenuous: Jeremy Corbyn, the backbench Labour MP, could have no influence on bringing peace to the Middle East, and not much on Ireland. It is much more likely that he saw these groups, who espoused hard Left ideologies, as political allies. This, on its own, is an excellent reason for him never to be Prime Minister.
Monday, 22 May 2017
Libertarianism in 2017
A friend who is involved in politics wrote to ask me if I was still a libertarian. This deserves a longer answer.
Background
In any given dimension, history looks like this:
They project current trends backward to a golden age that never was, and forward to a horrid but unlikely dystopia. Those who believe things are improving see this –
So, the socialists of the nineteenth century saw the injustices and crimes of capitalism, the growth of municipal provision in the burgeoning cities, and the self-organization of the workers; and by extrapolation, they imagined that in future everything could be provided by the state, and run by the proletariat.
Libertarianism emerged in the 1970s. Western societies seemed on a downward slope. The state was growing but bureaucracy was inefficient. The economy was overtaxed and sluggish. Politicians seemed powerless in the face of industrial unrest. So, the libertarians projected a dystopia. The tax rate, wrote one Public Choice economist, was “tending towards unity” (i.e. 100%). And they dreamt of a utopia in which almost nothing would be provided by the Leviathan state, and there would be “markets in everything”.
Libertarianism was a relatively harmless utopia, compared to the blood-drenched history of socialism. Really Existing Libertarianism, called by its enemies neoliberalism, sometimes damaged people’s lives; but its greatest achievement, the economic transformation of China, led hundreds of millions out of poverty. (Yes, neoliberalism does deserve credit for this. Certainly Chinese policy never got close to what Milton Friedman or Friedrich Hayek would have wanted, but nor did policy anywhere else on earth. The transformation of China was part of the overall movement towards markets in the late twentieth century, and neoliberal ideas played a part.)
Commonplaces
Still, libertarianism was a utopia, and it shared the silliness and unrealism of all utopias. Any economist can list the ways in which “markets in everything” will fail:
• Public goods, like defence and a clean environment, will be underprovided by the market. State coercion, forcing us to purchase these goods via taxation, can benefit anyone who values them; as Rousseau might put it, he is thereby forced to be free, or at least, forced to be a lot better off.
• The same goes for other market failures, like health and social insurance (moral hazard, adverse selection).
• Nowadays we can add “behavioural” failures like addiction, economic short-sightedness and susceptibility to framing. Plus, with nudges, we may be able to solve these without infringing people’s liberty.
• All of these goods could be provided by other forms than the democratic state. But the democratic state is “what’s there” and a reasonable format for providing them, so good conservatives should start with it.
On the other hand, just as socialists’ critiques of capitalism were not invalidated by the failures of socialism, so libertarians’ negative points still have plenty of force:
• Monopoly is inefficient. State monopoly, with a soft budget constraint, is especially so.
• Bureaucracy is often intrusive, ineffective, or both at once.
• There are good reasons to expect the state to be too large, and to have inbuilt tendencies to keep growing.
• The democratic electoral process discourages long-term thinking, and there is little evidence that it can keep government indebtedness in check.
This much, I think, is commonplace. Overall, then, extreme libertarians – like Peter Thiel, the tech boffin who thinks we should float around the Pacific in reconfigurable pirate yachts – are bonkers; but practical libertarianism is a sensible orientation. France and Southern Europe, for instance, still really need more of it.
Markets and cultures
But all of this is just hedge-trimming on each side of yesterday’s big ideas. The social and political upheavals we are living through need new ideas, not just at policy level but at a deeper level that informs policy. So I will try to write some down – eight, to be exact – and see where libertarianism fits in.
Charles Murray, a social conservative, and Robert Putnam, an impeccable left-liberal, recently published two books saying basically the same thing. Both point to increasing inequality in America; both link it back, not to economics, but to patterns of family and community breakdown. For journalism on the same topic, read Dreamland by Sam Quinones on the heroin and opioid epidemic. (2015 saw more US deaths from drug overdoses than from car accidents.) Or read Case and Deaton, two economists, on ‘deaths of despair’. As the New York Times recently suggested, America doesn’t need economists; it needs sociologists.
This is about more than subject matter. The difference between sociology and economics is that while economic man calculates the optimal means to pursue his goals, sociological man is influenced by what other people say and do: he follows “norms”, or “scripts”, or picks from “repertoires” of action.
Libertarianism started from economic man. Its point was always that people (bureaucrats, politicians, welfare claimants) were responding to incentives. The observation was correct, but the theory was wrong.
What leads people to respond to incentives? Why does my local curry house sell me a balti for £8 (so I buy it) and not £80 (when I wouldn’t)? Profit maximization seems like a good explanation. But look more closely and this idea falls apart. For example, the really good curry house in Stoke Newington sells me delicious new dishes from the Indian South. The owner has achieved fame and fortune and has opened several new branches. My local could do the same… but it is still peddling the same old same old. Everywhere you look, instead of hunting for opportunities like sharks, people settle into well-worn routines. The sociologists are right:
1. Humans are creatures of habit.
In fact, the economic theory of man was always held as an “as-if” explanation: smart economists always treated rationality as a useful simplification, not the true theory. Also, as it happens, the theory was not self-consistent. For, suppose that everyone around you were always questing for the optimal thing to do; should you do the same? No. You can just act like sociological man, copy whatever your friends come up with, and save yourself the effort. (This idea has long been formalized in the theory of finance, where it shows that stock markets will not in general be efficient, since people will free-ride on others’ knowledge: momentum trading is a real-world example.)
2. A few people innovate, most people copy.
Let’s apply this to two classic arguments. The first is about welfare. The economic critique of welfare benefits was “people respond to incentives”. If you pay them only when they are unemployed, then you disincentivize work. In the 70s and 80s, when unemployment took off to new highs, this argument really started to bite. And papers from then indeed show that if you reduced the length of time people claimed benefits, they found work faster. Put more crudely, unemployment benefits made people lazy.
But it seems as if this was not such a problem in the 50s and 60s when the welfare state was being built. Perhaps politicians were blind to the issue then? Maybe, but it also seems not to be such a problem in the latest recession.
Why might people’s behaviour differ between these periods? Here is a story: in the 1950s, if you lost your job, you got on your bike and you looked for work. (For non-UK readers, this phrase is from the blessed Norman Tebbit.) That was a sensible thing to do. The coming of the welfare state changed incentives, and people responded – but not immediately. It took a generation for the culture to change and for it to become acceptable in some areas to be on the dole long term. Then, after the welfare reforms of the 80s, it took another generation for the culture to shift back.
Another example is inflation. The standard story used to be that the Keynesians assumed inflation could always be a surprise; the monetarists understood that people would eventually get used to it. Well, it turns out that Keynesianism still has a lot of empirics going for it: the inflation-unemployment tradeoff seems really to exist, for instance. Yet, the failures of 1970s Keynesianism seem real too. Again, this makes sense if people are not ultra-rational but adjust their views more slowly. Perhaps most people just accept the conventional wisdom of the day about inflation, without thinking about it too deeply; only a few do their own research, and may be faster to spot a change in “regime”. A few innovate, most copy.
What difference does this view make? Well, when choosing institutions and policies, we should expect that people’s behaviour will change to fit them only slowly. In particular, this means being skeptical about "evidence based policy" which tends to look at only the first few years of any change. (Statisticians like to look at the exact point a policy changed, so as to get “clean estimates” without all that awkward history getting in the way.) Everything we do should ex ante preserve incentives for good behaviour, because by the time we have destroyed them, it will take a long, long time to get back. Lessons here for those concerned with the welfare state, or equally with regulation of financial markets.
But let’s go deeper.
People are creatures of habit; and they copy others more than they innovate. Listen, copy, repeat. Obviously, most of the listening and copying happens when people are young. Evolution has made children quicker learners than the old, because children have their whole lives ahead to benefit from the learning.
A second point. I have talked so far as if people had goals, and learned how to achieve them. But the unlearned organism, the baby at the breast, has no goals, only needs. In fact, as well as means to ends, we learn ends themselves, or in economists’ terms, preferences. The capacity to plan itself is acquired by learning. Putting these points together:
3. Children learn their preferences.
It is great that the human neonate brain is so flexible, but it brings some problems. The market can efficiently satisfy our preferences, whatever they are. Unfortunately, that includes the preferences that have left 25% of us obese; desires for addictive goods like tobacco, alcohol and illegal drugs; or other things that we want but do not actually make us happier or better off. I hope it is not too controversial to suggest that in modern markets, goods like this are legion.
So, market efficiency is not the same as social welfare.
4. It matters what preferences we have, as well as whether they are satisfied.
The insights of the neoclassical welfare theorems about market efficiency are important. But they are not a complete social theory, and would not be even if there were no public goods or market failures. Markets are preference-delivery systems. Cultures are preference-creation systems.
What kind of learners are children, or indeed people in general? Would it surprise you if I said “undiscriminating”? The point of copy-and-repeat is to save the effort of thinking, so it would not be surprising if the copying process itself was pretty thoughtless. That turns out to be true. Even adults basically believe what they are told, in most circumstances. Children still more so. This means that
5. The human brain is hackable.
In the societies almost everyone lived in until the last century, there was not much potential for hacking. You learnt what you needed from those around you – other people in the band, tribe or village. But that is no longer true today. People have many more ways to learn than they ever did, they live in more complex societies, and there is a lot of profit in the business of persuasion. This means there are many more people we can learn from, and who have an interest in teaching us, than there are people who will have our interests at heart as teachers. In fact, usually, just two people will be in the latter group with reasonable certainty:
6. Parents are white hat hackers.
What distinguished Western societies from the rest of the world over the past centuries? Feng Guifen, the 19th-century Chinese scholar-bureaucrat, considered this as he watched the British achieve dominance in his country. He came up with four answers: better use of labour power, superior agriculture, control over their rulers, and “the necessary accord of word with deed”. The first two are economics, the third politics. The fourth is a difference in culture. This difference did not come about by chance; it was the product of an intensive process of cultivation.
Ever since the printing press, Westerners have been cultivating their children’s preferences in a way that nowhere without print could match, in the cultural equivalent of a hothouse. It started off in circumstances that are closer to a contemporary religious cult than to today’s mainstream churches. Later on, it cooled down a bit, but the effort of the bourgeoisie to educate its children – and its crusade to remake society in its own image – remained very intense. It encompassed both families and schools, which focused on character before even the most basic technical achievements.
Over the past fifty years, we’ve scrapped all that. We put our kids in front of the television; our schools focused on technical achievements; and without meaning to, we messed our family structure up spectacularly. What happened next? I think Charles Murray, Robert Putnam and Dreamland are telling us the answer.
7. Culture abhors a vacuum.
If society does not take care of the job of preference formation, it is not that the next generation ends up unsocialized. That would be unnatural. Instead, they socialize themselves: they copy the successful. That’s fine, so long as they don’t learn to succeed at the expense of society. Unfortunately, no society and no institutions can prevent this possibility. People, from the local drug dealer to Philip Green, will find socially harmful ways of getting rich or famous.
Complaints about culture are perennial, and did I mention about looking back to golden ages? However, the evidence that culture matters, and that our societies have problems in that regard, I think is quite strong. Complaining about consumerism used to be done by Marxist theorists. Now we have the Nobel prize winner George Akerlof and Robert Shiller making the same point in Phishing for Phools.
By now, we are far from libertarianism. Where might libertarian ideas might fit in to this world view? Consider that many modern calls for regulation come from “behavioural” failures like obesity or failure to save for retirement. These have been psychologized as universal tendencies, but I don’t think we know that. They may be failures of culture. Let’s put it like this:
8. A free economy is the outcome of a free society.
In other words, if we get the preferences right, then we can often trust the free market to deliver. If we don’t, then we can’t, and we will face calls for governmental regulation, and in fact a whole new, behaviourally-based regulatory agenda.
Now the government does have a role to play. But I do not think it should be a leading role. Instead, I’d go back to Thatcher and say “there is no such thing as society; there are only individuals and their families”. Culture, of the kind we need to focus on, starts with families and grows out from there.
In this respect I think it is worrying that Britain, unlike the US, has a strong Conservative party but no conservative movement. A lot of what we need to do now is not fundamentally about changing policies or institutions; instead, it is about changing ourselves: people, families, groups, communities. The Americans have a large, diverse movement – with its share of charlatans and nutters, I admit – who get that. We don’t.
Political afterthought
These are the ideas that I think should inform the political agenda of today. You may disagree. It is still not hard to make a case that all that matters is “peace, easy taxes and a tolerable administration of justice”, as Adam Smith said.
But certain realities will inform the political agenda. The anger of poor people in rich countries is likely to be long-lasting; they face genuine economic threats from trade and migration; redistribution and protectionism will grow their appeal in coming years. Since redistribution and protectionism harm the economy, we face a nasty choice: countries which continue to “come apart” into comfortable rich and angry poor; or populism and economic stagnation. A standard response – the Blairite response, for example – is to call for investment in education, so as to create skilled workers “able to compete”. I agree, but the question is, what education and what skills are needed?
Humans clearly differ in skills. Genetics tells us that quite a lot of these differences are inborn. The optimistic story, in which everyone is capable of learning advanced skills for the modern economy, may be a fairy tale. There are some basic skills, though, that seem to make a lot of difference to employment. These are what the great Chicago economist James Heckman calls “soft skills”: being reliable, working well with others, turning up on time. There is even suggestive evidence that these skills lead to big differences in productivity of seemingly very similar industries in different countries. The word “skill” is a bit misleading, though; Heckman is really talking about character, and character is not taught in evening classes but is learnt in schools, churches and above all, families.
So, perhaps cultural change is not just a luxury, but is part of a conservative program for social justice, an alternative to populism in its Left and Right varieties. If so, it will be a way to help liberty survive.
Saturday, 8 April 2017
Things we would need to know to estimate the long-run impact of Brexit on incomes
The view that Brexit would reduce average incomes was no more of an opinion than man made climate change is an opinion. They are both almost certain facts.
Simon Wren-LewisThis is unconvincing. To see why, here is a non-exhaustive list of things we would need to know in order to estimate the effect of Brexit upon incomes, along with the relevant knowledge, social science or otherwise, that might be relevant.
- Is the European Union politically stable in face of the long run challenges such as rising populism, a resurgent Russia, and economic tensions engendered by the Euro? What is the chance of the EU's break-up (a) if Britain stays in (b) if Britain leaves? What would EU break up do to members' incomes? Political science. Theories of institutional change.
- Innovation is a key driver of long run growth. How innovative will EU economies be over the long run - say, the next century - with Britain either in or out? Conversely, how innovative will Britain be outside the EU? Economics of innovation. Relationship between innovation and (a) institutional environment (b) policy (c) market size.
- More generally, what is the current effect of EU policy on growth? Are EU policies social democratic, or liberalizing and market-oriented? And how do such policies affect the economy? Macroeconomics, plus knowledge of EU law.
- And given that, what will EU policy be in future? Will it stay as it is, or will drastic changes come via an altered intellectual climate, or via political change in member states? Political economy. Intellectual history.
- On the other hand, how will Brexit affect domestic politics? Will it lead to a disastrous, inefficient populism? Or a renewed, outward-looking, global approach? Will the UKIP die away, its mission complete, or be strengthened and even take the place of Labour? Political science: voting behaviour, party systems theory. Knowledge of the internal state of the UK parties.
- What attitude will EU leaders take to negotiating with Britain if we leave? Will they be principled, insisting that the EU's four freedoms go together? Vengeful and punitive? Or pragmatic, giving us a "special deal" so as to protect the interests of exporters? International relations. Bargaining theory. Knowledge of the attitudes and psychology of key players - Merkel, Hollande et al. - and the domestic pressures faced by each.
- Conversely, will we be able to strike good trade deals with players outside the EU? Can we negotiate better or worse with India, China and the US? As above, plus knowledge of the domestic politics of each potential trading partner.
I have only a little familiarity with any of these areas, but am pretty sure that in all of them, we have nothing even approaching solid, validated causal theories from which predictions might be drawn.
Notice that we cannot even start using the tools of economics until we answer some of these questions. Economics makes conditional predictions - how much will trade be under a given set of rules? But then we need to know what the rules will be.
By contrast, to believe that human CO2 emissions affect the climate, all you need do is accept the theory of the greenhouse effect, which is more than a century old, and is as thoroughly validated as the theory of evolution.
For what it's worth, I think that the answers to all the above questions probably favour the Remainers, and did even during the referendum campaign (when we knew less about, e.g. the EU's negotiation attitudes). But pretending to be white-coated scientists who have all the answers is silly posturing which reduces the profession's credibility. Social science is uncertain, because social life is intrinsically uncertain.
Wednesday, 22 February 2017
Thoughts on the "ban Trump" debate in Parliament
1. When the phrase "line up to denounce" appears in a story about Parliament, someone's time is being wasted: yours, Parliament's, ours.
2. A Eurocrat once described the European Parliament as "one big fucking NGO." This is like one big fucking Students' Union.
3. Thanks to direct democracy, 100,000 Twitter users can now jam our legislature with whatever bee is in their bonnet this afternoon.
4. The crawling populism that lines MPs up to make anti-Trump soundbites is the same pathology that produced Trump himself. But at least Trump is entertaining.
4. The crawling populism that lines MPs up to make anti-Trump soundbites is the same pathology that produced Trump himself. But at least Trump is entertaining.
Update: I rest my case.
Friday, 13 January 2017
New paper
My paper with Carlo Perroni has just been accepted in JEBO. There's an ungated version at my website. Here on my blog I can step back and explain it more informally. And I can be more controversial than in the paper itself, since I have no reviewers to please.
The germ for this came during my year at Northwestern, in a chat with my game theory lecturer, Christoph Kuzmics. He mentioned to me that he was working on evolutionary game theory explanations for costly punishment. The idea of costly punishment is that people are prepared to pay costs so as to punish bad behaviour or take revenge. For example, if a guy starts a bar fight because you spilled his beer, or someone lectures you for leaving litter, that might be costly punishment. Christoph scribbled down the game tree and explained the puzzle. A self-interested person would love to have a reputation for starting bar fights and being a tough guy – they would get their way a lot. But they would never want to actually start a bar fight, as they might lose! So, he wondered how these motivations could evolve.
But, I said, why does it matter? Surely in the real world, if I am strong enough, I can blackmail you to do something which harms you and benefits me – like buying me a new drink. He replied: well, it's just an interesting problem! I was naïve back then and thought that there must be some deeper reason for the interest in this idea, which has spawned a large literature with about 4000 google scholar hits.
Since then, I've come to believe that academics quite often go down rabbit holes of faddism and groupthink, and perhaps costly punishment is an example. We don't claim it never exists, but I suspect it has been greatly exaggerated. For some behavioural economists, costly punishment has become a pillar of social order.
In real societies, punishment of bad behaviour is often not costly, but beneficial to the punishers. For example, in Japan, villagers caught taking too much wood from the forest had to pay a fine, often commuted by the village official to a bottle or two of sake. Not so bad for the official!
Or, here's a nice example from Colin Turnbull (we cut this from the paper to save space). This is what happens when Cephu the pygmy is caught by his fellow hunter-gatherers, putting his traps out of place to get more meat than others:
Cephu knew he was defeated and humiliated.... He apologized profusely, reiterating that he really did not know he had set up his nets in front of the others, and that in any case he would hand over all the meat. This settled the matter, and accompanied by most of the group he returned to his little camp and brusquely ordered his wife to hand over the spoils. She had little chance to refuse, as hands were already reaching into her basket and under the leaves of the roof of her hut where she had hidden her liver in anticipation of just such a contingency. Even her cooking pot was emptied. Then each of the other huts was searched and all the meat taken.(Cited in the excellent Guala 2012.) Again, it's nice to get other people's meat. The logic behind this is simple – the rest of the group can do more harm to Cephu than he can do to them, either by physically harming him or simply by leaving him to fend for himself. As a result, they have a credible threat, which Cephu has to avoid by handing out his resources.
We argue this is common. Much social science literature assumes that communities face a terrible problem – coercion is a public good, so it is underprovided, and everyone just does what they want. There ought to be an anarchy of selfish free-riding. The solution is either a state to provide coercion (but how can we tax people to fund the coercive state? An infinite regress looms...) or perhaps some special motivations so that people "just like" punishing bad guys. Other theorists invoke repeated game theory. This has been hugely influential too: many modern theorists, for example, think that the ideal community makes it very hard to leave, and has a lot of gossip so everybody knows each other's business. (Weird. Most people think of gossip as a bad thing.)
But don't communities often have too much coercion, not too little? A lot of societies are extremely repressive and control individual behaviour very tightly – even without a formal state. Go read Thomas Hardy, or The Mill On The Floss.
Our paper examines this situation. What if a group can coordinate to punish a bad guy? And doing so is profitable, not costly, to them – they make him pay a fine or extract some resources from him. But of course, if so, they could do it not just to bad guys but to anyone. Red haired people. Witches. Outsiders.
We look at societies from this perspective – trying to balance the power to punish with the danger of abusive expropriation. So, the paper is subtitled Expropriating Free-riders and Outsiders. We analyse this situation using a simple model. Then we describe the history of the Californian gold rush, which featured a lot of expropriation, often in the name of "rules" that someone had just invented on the spot. Last, we run a lab experiment, to give us some credible examples of what happens when punishment is profitable. Here's one nice graph. It shows what happens when punishment gets easier, i.e. when it can be inflicted by a smaller coalition of players - this is the M on the x axis. Contributions go down, not up. So, too much punishment can be bad for you.

Tuesday, 3 January 2017
More fun with ngrams
So, Foucault claimed that the Victorians weren't repressed about sex – they just talked about it in different registers.
What does the data say? Here's the number of times the word "sex" was used, 1800-2000:
And here is the number of times the word "fuck" was used:
I would say these are pretty good evidence that at least the Victorians talked less openly about sex than we do, especially in a colloquial register. Incidentally, if we zoom in a bit, we can see that "fuck" starts to pick up popularity before 1960. Here is 1820-1960. The highest usage for a century is reached in 1937, and usage picks up again after World War II. Personally I blame the GIs. You see, we can do this now. We can study culture quantitatively and directly, in one of its most basic and pervasive forms – words, language, text. This is so cool.
Friday, 25 November 2016
Burning karma on HEA
Email exchange I've just initiated... 😀
Hi XXX,
I will not be applying for an HEA fellowship.
I am sorry to say that everything I have heard about HEA qualifications leads me to think that they are a wholesale waste of time, foisted on us by government mandate, and developed by an organization that is much better at lobbying than it is at providing useful teacher training.
When I interviewed for this position, I specifically asked about whether I would have to apply for an HEA qualification. I was told that at my level it would not be necessary. That was one reason I took the job. So, just as an advance warning: any attempts to force people to take this qualification will, at least to me, be very, very unwelcome.
With best wishes,
David Hugh-Jones
Senior Lecturer
School of Economics
On 25 November 2016 at 12:16, XXX <XXX> wrote:
Dear colleague,You may be aware that the university is seeking to encourage all staff to apply for an HEA Fellowship, if they do not already hold one. I am keen for all academic staff to take this opportunity to further advance their professional development, and for SSF to take the lead in this initiative.If you would like to take this opportunity to apply, please contact XXX in order to be added to a Blackboard site, on which there is a list of staff who already hold HEA Fellowship and have agreed to provide references for academic staff. Please note that your referee should be someone who is familiar with your teaching/research methods. Any further helpful information will also be added to this site in future, such as HEA writing retreat dates. Please note that XXX is the main contact for all HEA Fellowship enquiries; she will pass more detailed enquiries on to me if necessary.I have attached the list of voluntary referees as it stands, as well as a flowchart explaining the HEA monitoring process and application payment details.If you could kindly inform XXX if, and when, you will be applying for HEA Fellowship – and to what level of Fellowship – it would be much appreciated for monitoring purposes.Additionally, if you already hold an HEA Fellowship and believe you have been incorrectly contacted, please let XXX know your current level of Fellowship for our records.Thank you, good luck and have a great weekend!Best regards
XXX
Saturday, 12 November 2016
Is populism dumb? A follow up
My article on populism
has just been republished on the UEA economics blog.
This follow-up is inspired by Sascha Becker and Thiemo Fetzer’s interesting paper on UKIP support.
Their strategy is to look at places in the UK that
received migration from Eastern Europe after 2003. They examine how vote share
for UKIP grew in these places between 1999 and 2014, over 4 elections, compared
to places which received less migration. (So, for stats nerds, this is a difference-in-difference
analysis.)
The results show that indeed, UKIP support grew more in places
which received many migrants from EU accession countries. That’s not too surprising.
In particular the measure they use is the proportion of migrants 2001-2011, divided
by the number of EU migrants in 2001 – so it is a relative measure which weights
migration more if it starts from a low base. This might reconcile the
conflicting perspectives on Brexit – i.e. was it areas with few migrants or
many that voted Leave? – perhaps the answer is, areas with a sudden increase
from a low base.
What shocked me, though, were the economic effects on these
areas that they estimate. Now, be aware that the statistics here are not gold
standard in terms of causality: they can’t prove for sure that the following changes
happened because of EU migration. Nevertheless,
these things did happen where there
was more EU migration:
- Lower wages, especially for the low paid, though the effect is not large
- More job seeker allowance and incapacity benefits claimants (NB: this won’t be solely driven by migrants claiming, but also by native claims – in other words, displacement of natives out of the job market)
- Higher house prices and more people renting privately
I don’t want to lean too much on a single unpublished study. Nevertheless, this is not what I expected. The consensus position one hears from economists is that migration does little to harm the wages of
natives. This paper doesn't fit that picture. If it is right, UKIP support and maybe Brexit voting may be driven less by nationalism, more by economic self-interest.
By the way there is a cautionary tale – yet another – here about
over-reliance on “expertise”. The UK government at the time vastly underestimated
the level of migration:
A central reason for opening the
borders where [sic.] the thriving UK economy and a set of estimates from a Home
Office commissioned study, predicting that “only around 5,000-13,000 Eastern
Europeans [were] to arrive to the United Kingdom per year” …
The reliance on historical data,
which naturally constrains the analysis to periods with relatively high
migration cost... and resulting low migration elasticities, in addition to the possible
impact of general equilibrium effects (Germany and most other countries
restricting free movement for the whole discretionary period) may have
contributed to the discrepancy between the projections and actually realized migration
flows.
Or, as Daniel Kahneman might say, analysts of migration
live in a zero-validity environment....
Wednesday, 9 November 2016
Thoughts on Trump: policy, geopolitics, ideology
These are short, sketchy and incomplete. I had to write some ideas down. Time will tell how far they are right.
Policy:
- The media – which, yes, leans Democrat – focused on Trump's personality, which was indeed a massive minus. However, Trump won because of his protectionist and isolationist policies, despite his personality. We know little about these, partly because the media didn't report them very well, partly because many were made up on the fly and are not serious.
- But Trump will do what he says in some respects. He will protect existing industries; prevent immigration, increase deportations; and spend money on stimulus policies – which were the first point of his victory speech, not migration or the border wall. Stimulus policy is Keynesianism, but pursued too late, at a point in the cycle where it will be procyclical not countercyclical. Also, although the US could probably do with some public investment, the money is unlikely to be well spent: Republicans are less competent at public investment than Democrats. Expect a short-term boom, followed by the bills coming due. At that point, Trump may try to undermine the Federal Reserve and print money.
- So, expect further long-term decline in the US economy. The US may now have entered the cycle of populism that parts of Latin America went through in the last century.
- Also expect the legislature to continue its slide towards irrelevance. Trump is pushy and strong-willed; he will build on Bush II and Obama's rule by executive decree. Political systems always have a demand for political decisions; if one institution can't supply this demand, others will take its place.
- Trump's policies have more continuity with Obama than is obvious. Obama pivoted towards Asia (i.e. away from Europe) before being forced back by events. Trump continues this with his attitude to NATO. The pendulum has also been moving away from free trade for a while. Obama has deported many illegal immigrants and this will increase.
- The logic of the situation, post-Brexit, is likely to push Britain, the US and Russia closer and away from Germany. France might also slip away from Germany if Le Pen is indeed elected. This is more with respect to trade than in terms of conflict, but the border between these is not solid. This situation is pretty sad, given that Germany is a liberal democracy and Russia is run by Putin who poisons UK citizens on the streets of London, but I think strong forces are pushing for it. If France does fall to Le Pen, then we can probably predict the end of the Euro in the next ten years. Geopolitically Europe might then look as if the twentieth century hadn't happened.
- I cannot imagine Russia will not try to play more in Eastern Europe. Trump has made the terrible mistake here of publicly announcing his weakness of will. It is hard to see Europe stepping into the breach to defend, say, Latvia.
- I'm not clear what will happen with respect to China. Will the US try to split Russia from China, Nixon's ploy in reverse? Or could Trump become a wholly owned local subsidiary of the Authoritarian International, Ã la Berlusconi?
- What's Left? Not much. The radical Left has a discredited economic programme, plus cultural politics that electorates hate (internationalism, multiculturalism....)The moderate Left has an economic programme that made people richer, but increased inequality and left bitter losers... plus the same cultural politics that electorates hate, except also it is tied to their disliked internationalist economic programme. (Key campaign moment: the leaked Clinton speech which supposedly revealed her desire for open borders.)
- This is another step in the divorce between liberalism and democracy. For example, Trump has promised to torture terror suspects. I see no reason to dismiss this or to assume he will be prevented by the US's checks and balances: Bush wasn't. It's time to admit that democratic tyranny is a real possibility. It may even be that liberals – in the straightforward sense of people committed to human rights and civil freedoms – will need to organize and struggle politically against some democratic regimes. Maybe Tim Garton Ash can lead the first Liberal International.
- Democracy itself is more threatened by the elites who are disgusted by Trump and horrified by Brexit than it is by Trump's authoritarian tendencies. If Trump's policies fail, then expect a further round of middle-class disillusionment with democracy.
- Democracy has already become somewhat hollowed out. We are far from the days in the 1970s when Lord Hailsham could warn of "elective tyranny". Now, government decisions can be challenged in court, even in areas of "high politics" such as Brexit; much policy, including monetary policy, is delegated to unelected bureaucrats; at local level in the UK, non-democratic bodies get a lot done. Actually existing resistance to democracy, driven by people who have money to lose, currently focuses on these rival centres of power. But institutions need coordination by the political centre. If that centre loses authority, different institutions start serving their own constituencies rather than the national interest. In newer, marginal democracies, expect anti-democrats to push for non-democratic political institutions and take steps away from democracy. In established democracies, expect continued institutional sclerosis.
Some Adorno quotes
Not wishing to add to the general alarm, but does any of this ring a bell?
The agitators spend a large part of their time in speaking either about themselves or about their audiences.They present themselves as lone wolves, as healthy, sound American citizens with robust instincts, as unselfish and indefatigable; and they incessantly divulge real or fictitious intimacies about their lives and those of their families. Moreover, they appear to take a warm human interest in the small daily worries of their listeners, whom they depict as poor but honest, common-sense but non-intellectual, native Christians....
They identify themselves with their listeners and lay particular emphasis upon being simultaneously both modest little men and leaders of great calibre....
Another favorite scheme of personalization is to dwell upon petty financial needs and to beg for small amounts of money....
All these demagogues substitute means for ends. They prate about “this great movement,” about their organization, about a general American revival they hope to bring about, but they very rarely say anything about what such a movement is supposed to lead to, what the organization is good for or what the mysterious revival is intended positively to achieve....
Scandal stories, mostly fictitious, particularly of sexual excesses and atrocities are constantly told; the indignation at filth and cruelty is but a very thin, purposely transparent rationalization of the pleasure these stories convey to the listener....
Conditions prevailing in our society tend to transform neurosis and even mild lunacy into a commodity which the afflicted can easily sell, once he has discovered that many others have an affinity for his own illness.The fascist agitator is usually a masterly salesman of his own psychological defects....
Adorno, Anti-Semitism and Fascist PropagandaHitler was liked, not in spite of his cheap antics, but just because of them, because of his false tones and his clowning. They are observed as such, and appreciated.
Monday, 31 October 2016
Linkage: something for everyone
Two papers from the latest AER. On the left: 1996 US welfare reform seriously damaged the income of the disabled young people that it affected.
I estimate the effects of removing low-income youth with disabilities from Supple- mental Security Income (SSI) on the level and variance of their earnings and income in adulthood. Using a regression discontinuity design based on a 1996 policy change, I find that removed SSI youth earn on average $4,000 annually, an increase of just $2,600 relative to those who remain on SSI, and the volatility of their income quadru- ples. Back-of-the-envelope calculations suggest that up to one-quarter of the value of SSI to recipients comes from its income stabilization effects and the other three-quarters from its income supplementation effects.On the right: choice-based reforms made NHS hospitals more effective.
The impacts of choice in public services are controversial. We exploit a reform in the English National Health Service to assess the impact of relaxing constraints on patient choice. We estimate a demand model that explicitly captures the referral constraints imposed on patients to evaluate whether removing constraints on choice increased the demand elasticity faced by hospitals. Using data for an important surgical procedure we find that patients became more responsive to clinical quality. The increased demand responsiveness led to a modest reduction in mortality by re-allocating patients and a substantial increase in patient welfare. The elasticity of demand faced by hospitals increased substantially post-reform, giving hospitals stronger incentives to improve their quality of care. Finally, we find evidence that hospitals responded to the enhanced incentives by improving quality. The results suggests greater choice can enhance quality.Papers are ungated working paper versions.
Saturday, 15 October 2016
Epistocracy is a stupid idea for clever people
Unsurprisingly some people in the UK and America are disenchanted with democracy and are casting about for alternatives. One is epistocracy, meaning rule of those who understand. Specifically, the idea is to restrict the vote to qualified voters – say, by having some kind of exam. Jason Brennan argues for this trenchantly in his book Against Democracy. Chapter 3 is called “Ignorant, Irrational, Misinformed Nationalists”. He is refreshingly relaxed about offending the Left Behind.
Yes, voters are ignorant and misinformed. No, the solution is not restricting the franchise.
The cause of voter ignorance was well put by Joseph Schumpeter in Capitalism, Socialism and Democracy. The private citizen “is a member of an unworkable committee, the committee of the whole nation, and this is why he expends less disciplined effort on mastering a political problem than he expends on a game of bridge.” In other words, my vote will never decide an election, so I do not spend much time thinking about how to vote.
Notice that this has nothing to do with my brain power. In fact, Schumpeter uses a highly qualified professional as an example:
We need only compare a lawyer’s attitude to his brief and the same lawyer’s attitude to the statements of political fact presented in his newspaper in order to see what is the matter. In the one case the lawyer has qualified for appreciating the relevance of his facts by years of purposeful labor done under the definite stimulus of interest in his professional competence…. In the other case, he has not taken the trouble to qualify; he does not care to absorb the information or to apply to it the canons of criticism he knows so well how to handle; and he is impatient of long or complicated argument.The problem of political ignorance is not lack of ability. It is lack of incentives. I have a PhD in political science. For my PhD, I mastered the intricacies of some obscure Californian referendums. At the same time, I certainly had no idea about, say, the size of the UK defence budget. Why the difference? Because a thesis on referendums would get me a job. Knowing the size of the defence budget would help me decide if it should be increased or decreased. This was of no use to me.
OK, but surely smart, informed people know more about politics than stupid uninformed people. If we could aggregate all those smart people’s opinions, wouldn’t we be better off than if we also added all the noise from the uninformed people?
No. The problem is not one of information aggregation, but of information production. The plans for Obamacare were not lying around in different people’s heads, waiting to be put together. They were created by a few people’s deliberate effort, working twelve hour days. This kind of work is subject to what computer programmers call the mythical man-month. The full-time effort of a few cannot be replaced by the leisure hour attention of a million, no matter how clever the million.
In one part of Brennan’s argument he appeals to economists’ expertise on immigration:
...the consensus among published economic work on immigration is that the restrictions on labor mobility introduced by mostly closed borders is the single most inefficient thing governments do. They estimate, on average, that the deadweight loss of these restrictions is around 100 percent of world product—that is, that we should be at around $140 trillion in world product, but we are only at $70 trillion, because of immigration restrictions…*It is extremely plausible that at the margin, less restricted migration could make a lot of poor people richer. The idea that we could double world GDP by getting rid of all these restrictions is bullshit. Nobody has a clue what would happen if we did that. The models economists use do not include political instability or cultural change. We have no idea how to predict or value those outcomes. In France, after recent terror attacks by people who entered Europe posing as refugees, there is an ongoing state of emergency and a fascist party riding high in the polls. What is the cost of that? I make this point not to argue against open borders, but against delusions of expertise.
Those who consider themselves informed are often narrow-minded zealots, or nerds who can’t see beyond their assumptions. Restricing the vote to them would leave politics just as dumb, but more extreme.
Brennan thinks democracy is like passengers voting on how to fly the plane. But epistocracy is like restricting that vote to First Class passengers. A better solution is to have a pilot. You might then want a way to get rid of a pilot who is drunk, suicidal or has joined Islamic State.
People are not politically very bright. You and me included. They are generally able, however, to watch someone debate for half an hour and decide what they think of him. This requires common sense and judgment, not expertise. Democracy should require no more.
Today’s problems with democracy are as much about the supply side as the demand side. Stop asking “why do people support Trump?” Ask, how did the political system let this demagogue emerge? The answer seems to be that party elites lost control of the Republican nomination process. Democracy works best when highly-motivated professionals are held to account by those they serve. We should work on that angle. Direct democratic nonsense, stuff like reading Tweets out in Prime Minister’s Questions, is a distraction. So is epistocracy.
* in "How Smart is Democracy? You Can't Answer that Question a Priori", Critical Review 26:1-2, 33-58.
Thursday, 22 September 2016
Vertical ambition: I don't get it
So a guy from Saatchi* wrote that women lacked "vertical ambition" and then was sacked after a fiery storm of comment. And... I find this strange.
Let me give you an analogy. Suppose, hypothetically, I were to claim that, in my society, women spend more time and effort on their appearance than men. (I haven't even checked if this is true. I am – hypothetically – just trusting my gut.)
What might cause this difference? Is it human nature? Are women born with an innate love of finery and display? Well, someone might claim that, but it hardly seems necessary. Men seem to care about women's appearance a lot. So, if women care about finding romantic partners, they may experience strong social pressure to look good. I don't say it is fair. I just say it would explain why women might spend time on their appearance. The other part of the explanation would be that men experience less such pressure, maybe because women care about men's appearance less.
Back to ambition. For the next bit I must reveal that during my life, I have been single, gone on dates, and frequented dating websites. Shame!
My strong impression is that in the choice of romantic partners, women care a lot about men's careers. I would say that this is not confined to any one section of the population. It is true among materialists who love yachts and expensive cars. But it is also true, in a less blatant and earnings-focused way, among Guardian readers, and those who like long walks with dogs. So, at least, it seems to me. I would even go further and say that, if I had no job or a minimum wage job, I would have very great difficulty finding a romantic partner; I would basically be, in the eyes of the opposite sex, nothing and noone.
If this is true, or if men think it is true, and if they also care about finding romantic partners, it seems that men have much stronger incentives to be rich, successful and powerful than women. In other words, "vertical ambition". Again, another part of the explanation has to be that men care less about women's careers and success. That is also my impression, gleaned from e.g. the high number of females, on dating websites, whose day job is, say, "food blogger".
![]() |
| Material aspirations of American college students, Crippins et al (1991). This was all the data I could find in a hurry. Make of it what you will. |
So I am not sure why the Saatchi dude got pilloried for this. To get to men having more ambition, you don't need a story about male brains or genes or mammoth hunting in the Pleistocene. You just need people caring about the opinions of the opposite sex, and responding in the obvious way.
An alternative story is that men and women have exactly the same levels of ambition, but that women are constantly being stymied by the all-male hiring committee: "oh, we don't want a woman in the firm – let's have more guys!" Personally I have never observed this, or anything like it, and it seems almost the reverse of what actually happens, but I admit I live in the virtuous and PC world of academia.
Here, then, is my beef. I don't hate feminism or want to join the manosphere or think that sexism doesn't exist or whatever, but I have a beef and here it is.
On the one hand, I have a society that tells me: you'd better get to the top; you'd better be successful; or you're fucked. So I work hard. And then I get successful, or more successful than I was, or at least, mediocre. And then I and other guys are told: ah, you benefited from sexism!
I don't know, this just seems like bullshit.
* Advertising agency founded by Charles Saatchi, the famous art collector and wife-beater.
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