Economics, meet reality

I was reading some of the essays in the volume on [amazon_link id=”0521709849″ target=”_blank” ]The Philosophy of Economics[/amazon_link] edited by Daniel Hausman, and was struck by the echo in a terrific comment by Herbert Simon of something Dani Rodrik says in [amazon_link id=”0393246418″ target=”_blank” ]Economics Rules[/amazon_link]. (The Simon paper was originally in the AER P&P volume for 1963, Vol 53 (1963): 229-231.)

Simon, like Rodrik, points out the logical fallacy of using an empirical observation to validate the assumptions of a theoretical model devised to explain – or at least for consistency with –  that empirical observation. The assumptions must also be empirically valid, or validated, Simon argues. “The remedy for the difficulty is straightforward, although it may involve more empirical work at the level of the individual actors than ost conventionally-trained economists find comfortable.”

Market theories, and macro theories, do need micro-foundations, but empirical ones, foundations based on how people or firms behave. Do businesses maximize profits? Of course not, or at least, economists do not test the assumption before they build models on it. In my years on the Competition Commission taught me, many businesses can be blithely unaware of which of their activities make the most profit. As I’ve complained about macro models before, they might indeed have theoretically rigorous micro foundations but are ad hoc with respect to reality.

[amazon_image id=”0521709849″ link=”true” target=”_blank” size=”medium” ]The Philosophy of Economics: An Anthology[/amazon_image]  [amazon_image id=”0393246418″ link=”true” target=”_blank” size=”medium” ]Economics Rules: The Rights and Wrongs of the Dismal Science[/amazon_image]  [amazon_image id=”0472050079″ link=”true” target=”_blank” size=”medium” ]The Cult of Statistical Significance: How the Standard Error Costs Us Jobs, Justice, and Lives (Economics, Cognition & Society)[/amazon_image]

Simon goes on to suggest that economics adopts the scientific practice of making sure assumptions simplify but approximate sufficiently closely to the real world. He, like [amazon_link id=”0472050079″ target=”_blank” ]Deirdre McCloskey and Steven Zilliak[/amazon_link], bemoans the tyranny of statistical significance rather than maningfully significant: in hypothesis testing, “We do not primarily want to know whether there are deviations of observation from theory which are ‘significan’ in this [statistical] sense. It is far more important to know whether they are significant in the sense that the approximation of theory to reality is beyond the limits of our tolerance.” Unfortunately, it is much easier to read a t-statistic from a software package than to think (and apparently also too hard to consider the statistical power of regression results) so the tyranny of statistical significance continues.

Being modest about economics

“Economics is a wide enough subject already without having to include the whole of philosophy, psychology, sociology and human biology in addition. Let economists get on with their work, and let students of other social sciences get on with theirs.”

Colin Clark, [amazon_link id=”B0019XFB9M” target=”_blank” ]The Conditions of Economic Progres[/amazon_link]s, 1940

[amazon_image id=”B0006DB6N6″ link=”true” target=”_blank” size=”medium” ]The Conditions of Economic Progress[/amazon_image]

Sharks and economists

I’m very much looking forward to hearing Joris Luyendijk talk about his book [amazon_link id=”1783350644″ target=”_blank” ]Swimming With Sharks[/amazon_link] at the Festival of Economics in Bristol next month. It’s an excellent piece of reportage on the City and the ways in which it traps its workers into certain forms of behaviour.

[amazon_image id=”1783350644″ link=”true” target=”_blank” size=”medium” ]Swimming With Sharks: My Journey into the World of the Bankers[/amazon_image]

However, Joris’s attack on economics in The Observer this weekend is, unfortunately, stuffed with all the false old chestnuts critics of the subject always trot out: economics is not objective like physics (string theory? hello?!); modelling involves the assumption that there are ‘timeless truths’ in economic behaviour; GDP is not an objective temperature measurement of the economy (I can recommend him [amazon_link id=”0691156794″ target=”_blank” ]an excellent book[/amazon_link] – by an economist – on that issue!)

[amazon_image id=”0691156794″ link=”true” target=”_blank” size=”medium” ]GDP: A Brief but Affectionate History[/amazon_image]

He writes: “Why should bankers ask themselves if a lucrative new complex financial product is safe when the models tell them it is? Why give regulators real power when models can do their work for them?” That question answers itself: because it was more profitable. Surely a sociologist of the City would find that almost nobody in banking gave much thought at all to the underlying economics of financial markets? Financial economists have much to answer for, but there is an odd tendency among critics of economics to attribute extraordinary power to  ‘the model’ rather than to politics or the sociology of financial institutions.

The article argues there should have been more research into the sociology and anthropology of the City. Quite right. But isn’t that what sociologists and anthropologists do? Economists like me have no training or experience in those research methods. I agree, too, that there are economists who disguise their politics as technocracy; I’d call them macroeconomists but some of them take umbrage when I do so. There is tons we don’t know about aggregate behaviour in actual economies. Neither that fact nor its acknowledgement make economics rubbish, or even unscientific. There is tons we don’t know about the natural world too. And by the way, physicists, biologists and chemists all use models. So do historians, just with words instead. Possibly even sociologists.

Don’t read me as saying economics has no criticisms to answer; it certainly does. But it is exasperating to read the same old same old nonsense from a critic who uses the misuse of one sub-field of economics by people in the financial markets to rubbish the whole subject, about which he seems to know very little. So I look forward to welcoming Joris to the Festival, where he’ll be able to hear a lot of economists engaging with the public, and talking about the environment, social mobility, immigration, the scope of government and many other issues.

Meanwhile, I agree with Dani Rodrik’s tweet:

rodrikdani
One reason I wrote Economics Rules is commentary like this, which misleads more than it illuminates https://t.co/y1v2dk5d76
11/10/2015 22:35

and recommend strongly his [amazon_link id=”0393246418″ target=”_blank” ]Economics Rules[/amazon_link]. I might buy a copy for Joris.

[amazon_image id=”0393246418″ link=”true” target=”_blank” size=”medium” ]Economics Rules: The Rights and Wrongs of the Dismal Science[/amazon_image]

How to be a good economist

It has been difficult to resist writing about Dani Rodrik’s new book, [amazon_link id=”0393246418″ target=”_blank” ]Economics Rules: The Rights and Wrongs of the Dismal Science[/amazon_link], before the embargo date, but at last I’m free to say how terrific it is. Rodrik is of course one of the most eminent public intellectual economists, engaged with policy and the ‘real world’, and a natural communicator. I’m completely in sympathy with his dual aim of aiming the correct criticisms at economics while defending it others: “I have long been critical of my fellow economists for being narrow minded, taking their models too literally and paying inadequate attention to social processes. But I felt that many of the criticisms coming from outside the field missed the point.” This might sound defensive but it matters to get the criticisms right: some of the old chestnuts (too mathematical, all about selfishness etc) give economists a free pass because they allow them to ignore the more troubling issues.

[amazon_image id=”0393246418″ link=”true” target=”_blank” size=”medium” ]Economics Rules: The Rights and Wrongs of the Dismal Science[/amazon_image]

What are these? Rodrik supports the mathematical nature of economics as bringing clarity of meaning, and argues that the subject is far more applied and empirical than its detractors realise. But he criticises large-scale macro models and time series regressions. “I cannot think of an important economic insight that has come out of such models,” he writes. He also flags up the lack of testability of many economic models: they purport to be deductions from theoretical principles, but as they are ‘deduced’ to explain a particular phenomenon (credit rationing, say), then that phenomenon cannot be used to test the model. “Very few of the models that economists work with have ever been rejected so decisively that the profession discarded them as clearly false.”

Another consequences is that there are huge waves of fashion in economic models. Almost the opposite problem is the use of models that *are* built up from 1st principles and have no relationship with reality – prime culprits being macro DSGE models.

Finally, Rodrik writes, “The profession values smarts over judgment, being interesting over being right – so its fads and fashions do not self-correct.” I would suggest (Rodrik does not note this) that this helps account for the male dominance of economics (like philosophy); young women are very strongly socialised out of this kind of showy intellectual display.

So what, then, does the book argue is good about economics? Rodrik portrays the version of the discipline done well as highly empirical, using inductive and deductive methods, sensitive to context – historical, social, conjunctural – and eclectic in its selection of models. It’s horses for courses. We should think of models as a kind of library of diagnostic texts.

Towards the end of the book, he addresses the kind of challenge exemplified by Michael Sandel’s [amazon_link id=”0241954487″ target=”_blank” ]What Money Can’t Buy: The Moral Limits of Markets[/amazon_link]. Sandel writes: “Putting a price on the good things in life can corrupt them. That’s because markets don’t only allocate goods, they express and promote certain attitudes toward the goods being exchanged.” Rodrik acknowledges that economists could do with a “richer paradigm” of human behaviour but defends the economic efficiency lens, the analysis of the efficient allocation of resources. Efficiency is a good thing, an important consideration. If carbon trading will reduce emissions, and you believe that to be vital, why would you reject the market approach as immoral? This section ends: “The early philosophers encouraged the spread of markets not for reasons of efficiency or for the expansion of material resources, but because they thought it would produce a more ethical, more harmonious society. It is ironic that, three centuries later, markets have come to be associated in the eyes of many with moral corruption. Just as today’s advocates of markets overlook the limits of efficiency, perhaps the critics neglect some of the ways in which markets contribute to a spirit of co-operation.”

The main message I hope non-economist and economist readers alike will take away from this book is the importance of specific contexts for economic analysis and policy. The book ends with Jean Tirole explaining how frustrating it was for many people, when he won his Nobel Prize, that it was impossible to summarize his work in a brief statement. “It is industry-specific,” Tirole said. “The way you regulate payment cards has nothing to do with the way your regulate intellectual property or railroads.”

The final couple of pages have Rodrik’s Ten Commandments for Economists. Numbers one and two are: Economics is a collection of models; It’s a model, not the model. And also Ten Commandments for Non-Economists, which include: maths is useful; economists are not all alike; economists typically do understand how markets work.

I’m not sure how much traction any book trying to bridge the gap between the best of economics and the subject’s critics can gain (having tried myself in a different way by explaining some areas of economics on the research frontier in [amazon_link id=”B012HTWE7S” target=”_blank” ]The Soulful Science[/amazon_link].) The fact that there are plenty of economists doing the version Rodrik criticises in the book doesn’t help our cause; just turn on the TV or read social media and you find oodles of economists making strong, universal claims about macroeconomic policy or trade policy. But I hope open-minded critics of economics will read [amazon_link id=”0393246418″ target=”_blank” ]Economics Rules[/amazon_link] to learn how the best of economists approach the subject, and how important their work is.

By the way, Dani Rodrik is speaking at the LSE on 7 October.

The weirdness of economists

I was meandering around in the stacks of the university library, always a pleasure – all those enticing books, the musty smell, the peace – and succumbed to the temptation to fetch out some unintended books. [amazon_link id=”0521709849″ target=”_blank” ]The Philosophy of Economics: An Anthology[/amazon_link] edited by Daniel Hausman (1984/2008) won the competition between the books to be picked up. It’s a collection of essays that runs from John Stuart Mill, Max Weber, Thorsten Veblen, Lionel Robbins etc via Schumpeter, Friedman, Kaldor, Sen to Vernon Smith, Colin Camerer, Geoffrey Hodgson and Julie Nelson. All these and more. There’s also (accepting that this is a specialized taste) a bibliography of books on economics methodology.

I open at random to an essay by Daniel Hausman and Michael McPherson, which sets out the (usually implicit) framework of normative economics: economics appraises outcomes (not processes), using a single appraisal perspective, looking at the consequences for individuals (not groups or ‘society’) in terms of their welfare (not freedom or rights), welfare being defined as the satisfaction of preferences and assessed in terms of market outcomes and the Pareto criterion. We economists are early socialized into this approach and forget how weird it seems to others.

Anyway, it looks like a good random pick from the stacks.

[amazon_image id=”0521709849″ link=”true” target=”_blank” size=”medium” ]The Philosophy of Economics: An Anthology[/amazon_image]