Steve Williamson has written a much longer critique of Zombie Economics. It’s a lot more temperate in tone than the blog post I criticised here, and there are some valid points. Nevertheless, the new version exhibits the same fundamental confusion I pointed out last time, trying to claim that rationality assumptions are both important and unfalsifiable.
I’m criticising it again because, in making this mistake, Williamson is not exactly Robinson Crusoe[1]. The same confusion is evident among a great many economists, and even more among proponents of rational choice models in political science and other social sciences. This, despite the fact that the key error was skewered by William Hazlitt nearly two centuries ago, writing on self-love and benevolence.
Before starting, I’ll make a brief, purely mathematical point. Any consistent pattern of choice among objects (of any kind) that we can observe, can be represented as optimization, that is, as the maximization of a function. The classic version of this result was proved by Cantor, who gave us the modern idea of a function as a mapping between sets, and cleared up a lot of the technical puzzles about continuity and so on. Even choices that are inconsistent in various ways can be represented by more general notions of optimization. So, it makes no sense either to claim (as a lot of economists do) that the fact that we can represent action as the maximization of some “objective” function proves anything positive about the way people think or to object (as a lot of non-economists do) to representing choices in terms of optimization. To (ab)use an apposite quote – this isn’t class warfare, it’s math.
Williamson invokes the Cantor result in support of rationality assumptions saying
If the phenomenon can be described, and we can find some regularity in it, then it can also be described as the outcome of rational behavior. Behavior looks random only when one does not have a theory to make sense of it, and explaining it as the result of rational behavior is literally what we mean by “making sense of what we are seeing.
and in response to my criticisms, that I offer
”“ the usual list of complaints, for which there are standard defenses. (i) We can observe economic agents behaving irrationally, so what is all this rational agent stuff about? Answer: If you think you are observing irrational behavior, you just have the wrong model. Think harder.
So far, our disagreement is essentially semantic. Williamson wants to use the term ‘rational’ to describe optimization with respect to any function whatsover. In this includes the kind of behavior displayed by an agent (not necessarily an individual) in a model, any model. So, I can present whatever model I like, and the behavior in it is necessarily rational, and any rational behavior involves optimising something or other. Provided my model exhibits some regularity in the behavior of agents, they must be optimising something – working out what is the kind of problem normally given to sharp grad students.
By contrast, I normally use‘rational’ to refer to the kind of behavior found in the simplest form of the DSGE models: farsighted, and purely egoistic, agents maximizing the expected utility of stochastic consumption streams over time. Most of the time, at least when no-one is challenging them on it, this is the way neoclassical economists use the term themselves.
And this applies to Williamson himself. At the beginning of his defense of modern macro he writes “A second key principle in the post-1970 macroeconomic research program is adherence to optimization – a key organizing principle in all of economics.”
But we’ve already seen that, according to Williamson, any possible behavior involves optimization. That includes the behavior described by Keynesian macro models, not to mention Marxist, institutionalist and even Freudian models. So, this “key principle” is, on Williamson’s account, entirely devoid of content.
In reality of course, Williamson wants to have his cake and eat it. Most of the time he wants to help himself to the strong implications of rationality as represented in standard micro texts, and to demand that macro be built on this basis. But, when this model is challenged on empirical grounds, he retreats to a concept of rationality that is tautologically true. This is a classic example of John H’s “two-step of terrific triviality”.
To quote my own favorite bon mot on this
most rational actor models assume that “rationality” can be represented as “maximization of self-interest”. This assumption is either false or vacuous. Those committed to egoistic rationality tend, when challenged, to oscillate between the two definitions, in much the manner of the function sin (1/x) as x approaches zero.’
The one appeal to empirical evidence in his entire defence of modern macro is, unsurprisingly, the observation that the Keynesian models of the 1960s ran into big problems and that, at least arguably, this reflected the fact that they failed to take adequate account of the way in which workers and firms would rationally respond to higher inflation. Of course, I described that process in Zombie Economics and went on to show how the demand for rational microfoundations led to DSGE macro which failed in its turn. It’s in responding to this failure that Williamson relies on the non-falsifiability of his preferred group of models.
More on similar lines from Noah Smith
fn1. Our profession’s favorite representative individual
{ 62 comments }
david 09.24.11 at 9:34 pm
Note that even the very aggressive definition of rationality as per Arrow-Debreu and the construct of general equilibrium often cannot actually derive the strong claims that macroeconomists want to draw. Agent optimization is simply not enough to make interesting claims about the shape of excess demand functions.
Thus there is very little space between “vacuous” and “false”. Ultimately, Keynesian models and their intellectual descendants rely not on derivation from axiomatic assumptions but on the plausibility of their stylized narratives; their claim is of getting the relationship between aggregates right, not of getting all the micro in order. In other words, drop the illusion of axiomatic superiority and simply make a claim about the excess demand function of interest itself.
Alex 09.24.11 at 10:55 pm
leaving out the recent ï¬nancial crisis and recession of course
I think we have the new “with few notable exceptions”, right? It’s great when you can just leave out all the evidence that doesn’t suit you, and then accuse your opponents of bad faith three sentences later, and still be treated as a respectable individual.
Shouldn’t people who claim to be disinterested intellectuals hold to a higher standard than the bleeding bankers?
David Kaib 09.25.11 at 1:08 am
I find the “two-step of terrific triviality†to be a much better way to describe the problem here than “falsification.” The former is a clear criticism that anyone, regardless of their approach to science, could agree on. The latter is a now largely rejected approach within the philosophy of science that never was a very apt description of what scientists actually did.
That a point is made as a factual claim about the world and yet cannot ever be rejected as a result of evidence makes it a bad factual claim. To the extent that rationality is not a claim about the world, but rather an assumption that allows for theorizing about the world, it cannot really be true or false, but rather useful or not. In that case, we reject it because models built on that assumption have not proved useful.
shah8 09.25.11 at 5:30 am
/me eyerolls…
I enjoyed reading the review, but not having read Quiggin’s book, I can only offer the following…
1) Williamson is an idiot for trying to write so high-handed and overly precise. The book is intended for the general audience, and Williamson shouldn’t be writing for his friends and grad students. He should be writing at a level that non-economists can appreciate, with fewer concepts and more elaboration of those concepts. Few people have the time to read all those papers he cited, and he doesn’t always give a great feel for what they said (in terms I can firmly grasp).
2) That said, it’s easy to boil down Williamson’s point to be that John Quiggin tends to be lazy in going about the construction of his issues and themes. I got no quarrel with that.
3) Out of all the chapters in that critique, I found it incredible that Quiggin focuses on the Rational Markets Hypothesis chapter. I’ve actually read a book on this stuff, more than a decade and a half ago, so I won’t claim great knowledge. However, his treatment is bog standard. Again, I haven’t read Quiggin’s book, but I find the rebuttal here to be specious for the most part. The most important part of the rebuttal is the mention of “two-step of terrific triviality”, which I see *David Kaib* focused on as well. I view this as important, not because I think RMH is vague and trivial–on the contrary, ultimately I think it’s pretty easy to falsify and useful to boot. The “two-step of terrific triviality” that goes on with this and tons of other economic concepts arises from priestly economics types offering fables with these things deliberately out of context, or inappropriately. Richard Dawkins, for example, does this a *lot* when trying to defend his “selfish gene” concept, because he’s gonna admit that the “selfish” part is meta, but argue as if it weren’t and try to be slick about it.
4) Lastly, the Trickle Down chapter in the review is an effin’ trainwreck. If *I* were Quiggin, I would have started with the spectacularly weak argumentation on progressive taxation, along with the weak argumentation about the non-utility of unions. Now personally, I’m not interested in defending unions per se. I think Quiggin is myopic about the fact that we can have different sorts of unions and most of them are worse than useless in the broad context. I’m much bigger about the importance of regulatory aspects to the right to organize, and leave the who, what, and why, up to the people and contingency of the moment. I’m a bit more into tightening up the tax code than raising income taxes on the rich. Anyways, the big two-step is done here, and I would have pointed out the dancing in the Trickle Down section, and use the evident attitude to impeach the earlier sections.
T_C 09.25.11 at 6:07 am
Shorter shah8:
Derp, derp, derp, derp.
Robert 09.25.11 at 8:20 am
Williamson makes clear, with this review and many of his blog posts, that he is a very stupid person. (I laugh at his conclusion that, if you think that macroeconomics has taken a wrong turning with Lucas, you are anti-scientific.) In the midst of his comments about Quiggin’s book, he abuses George Akerlof and Robert Shiller’s Animal Spirits: How Human Psychology Drives the Economy and Why It Matters for Global Capitalism. I take this as a book recommendation.
azizonomics 09.25.11 at 10:08 am
Williamson is engaged in something very sneaky indeed: reappropriating the term “rational” to mean whatever the outcome is, in spite of whether or not empirical evidence suggests optimisation.
This is a tautology equivalent to saying “humans are rational actors because they are rational actors.” If the definition of rational actors is shown not to fit the facts the response is “yes but humans are rational actors.”
This is quite an insidious example of the confirmation bias demonstrated by Kahneman and Tvsersky.
Roger 09.25.11 at 10:35 am
David at 1 – bravo!
Herman 09.25.11 at 10:39 am
As Quiggin rightly points out, Williamson is oscillating between two entirely unrelated definitions of rationality, one of which is false, the other vacuous. Williamson wants to believe the one that is actually false (which is the one used by say, Becker ’76), and when challenged on it veracity, shifts to the vacuous one.
SW:
“If the phenomenon can be described, and we can find some regularity in it, then it can also be described as the outcome of rational behavior”
This would suggest that macroeconomists like Williamson actually observe carefully the behaviour of people and then try and interpret it in a Rational Choice framework. But it is manifestly not so. The assumptions about Utility functions and information sets and optimization contexts made in DSGE models have little to do with actually observed behaviour of people . On the contrary, they are ad-hoc and lacking in empirical discipline.
And I second what David says in the first comment and also Robert Vinneau at 8.20 AM (#5).
warai otoko 09.25.11 at 11:14 am
But isn’t this kind of critique well-known? I remember reading the same two-forked, either false or vacuous, critique of rationality in Alex Rosenberg’s “Philosophy of Social Science”.
A bit of a pedantic note might be that your claim might be a lot stronger than just “it’s not falsifiable”, as David noted in comment #3; if a claim is always true (and if it’s not a logical or a transcendental truth), its meaning becomes entirely unclear.
John Quiggin 09.25.11 at 12:00 pm
@10 As I point out in the original post, the same critique (applied to the closely related claim that people are invariably egoistic) was spelt out in early C19 by Hazlitt.
So, it ought to be well known, but lots of people don’t know it.
ON “unfalsifiable” – note that I’m imputing this claim to Williamson, who thinks it is a *desirable* property of his preferred theory
Hidari 09.25.11 at 12:10 pm
‘You can’t be rational in an irrational world. It’s not rational.’
John Cage.
Cahal 09.25.11 at 2:43 pm
I thought the notion that people maximise anything had been falsified by behavioural economics.
I expect Williamson’s commenters to storm in on this one. He seems to have amassed an internet army that rivals that of the Mises Institute’s.
shah8 09.25.11 at 3:14 pm
*T_C*, If you think I’m stupid and entirely unworthy of respect, then don’t reply, or make some interesting witticisms detailing how I’m stupid and entirely unworthy of respect. I don’t get it in football forums, google translated chinese tea forums, and I don’t get it in blog commentary…why do people think things like “derp, derp, derp, derp” work as a comment outside of high school, in front of your clique?
tomslee 09.25.11 at 3:28 pm
Williamson is oscillating between two entirely unrelated definitions of rationality, one of which is false, the other vacuous.
The oscillating economist is a frustrating being but pointing to the oscillating economist is not enough to debunk rational choice theories. Both the oscillator and the pointer seem to think that the models of preference must be simplistic-self-interest or arbitrary, but there are whole disciplines out there that spend their time studying what makes people tick. It’s just that many economists don’t seem to want to take them seriously.
The one I am most familiar with is Akerlof and Kranton’s use of identity – it takes the psychological and social studies of identity seriously (ie, they don’t just make stuff up about motivations) and constructs rational choice models based on it. It’s neither simplistic nor arbitrary.
nick 09.25.11 at 4:39 pm
shah8–if you don’t know much about a subject, you might consider brief comments that include questions or conditional assertions; long, opinionated rambles about things one hasn’t read generally provoke mockery; those who enjoy mocking others on the internet are rarely discouraged by the greater “maturity” of those whom they target.
Bruce Wilder 09.25.11 at 5:42 pm
In his review, Stephen Williamson, within section 3, devoted to the Efficient Markets Hypothesis, gives a narrative analysis of the origins of the housing bubble. He gives it as an example of the usefulness of “rationality” in building an explanation, and as an illustration of how the insights into arbrtrage pricing associated with the EMH, might apply in analyzing such a case.
I have to say I like this use of “rationality” and the application of basic insights from economic reasoning. I do not find it vacuous or trivial. And, I am inclined to regard it as superior to an unfounded assertion that an inexplicable mania overtook housing markets, or the idea that it is all just so darn complex that no one could understand it, or should be blamed.
I see shortcomings in Williamson’s explanation of how problems in the market for MBS drove problems in mortgage origination; I think the feedback loop ran in both directions — corruption problems in mortgage origination drove problems in MBS, with Fannie and Freddie, and the related derivatives markets. I’d make more out of the importance of administrative control (a la Tanta of Calculated Risk) and be more explicit about control fraud (a la Professor Black). But, perhaps these are just more of the “frictions” Williamson waves his hand at.
It is not lost on me, that Williamson is wryly citing himself as the exemplar of the Neoclassical-Economist-of-Great-Understanding, rather than undertaking the impossible task of defending the recent public diagnostics of Lucas, Barro, Prescott, Fama or Cochrane. It might not be Popper’s idea of a test, but the inability of these gentlemen to interpret recent events intelligently or even to make proportionate claims regarding causality (e.g., reliance on just-so stories featuring “the confidence fairy”), goes a long way to convincing me that Quiggin is right about Zombie ideas rotting the brains of academic economics.
But, I’m left wondering if “rationality” is being asked to do too much work here, to stand in for a religious devotion to a deductive system of thought, immune to facts and evidence, in which all the truly hard problems are dismissed as “frictions” or simply ignored.
shah8 09.25.11 at 5:53 pm
*nick*, we are in an open environment where oftentimes, the one-eyed man is king. Now, if you *think* I don’t know much about the topic, I suggest that you make my errors explicit.
Seriously, I am a very thick-skinned sort, and I just don’t have a problem with being wrong. You, on the other hand, seem to opt for the understanding that *posturing* for your friends is some kind of useful activity. Of course well done mockery is great. Disrespect is not, and an epithet, which this, for all purposes was, which was an attempt at crude disrespect and intended to silence.
So *nick*, *T_C*, and any other of you fools with few words to your names, a word of advice, use a few more words, hey?
Merijn Knibbe 09.25.11 at 5:59 pm
Let’s look at it from another angle: “does it sell nylons”, to paraphrase the famouse “Mad Man” quote?
And no, the neo-classical rationality assumption literally doesn’t sell nylons. There is a whole science about consumer behavior (I suggest as a textbook: Olson and Paul Peter, ‘Consumer behavior and marketing strategy’) which, unlike neo-classical micro economics, actually investigates what real people buying real stuff do in the real world do. And businesses al over the globe do use this science, and don’t use the rational choice model, when making decisions. Indeed, the neo-classical rational choice models do not sell, while the science of consumer behavior (sometimes) does. Welcome to the real world.
Williamson only shows his ignorance when he states that the ‘rational choice’ approach is the dominant approach in economics. It isn’t. One can look at accounting, or economic history, or organisational science or whatever kinds of economics there are – not much wel behaved utility functions overthere. Rational choice is a very limited branch of economics. And let nobody teaching neo-classical micro economics teach this ever again without having read a textbook on the actual science of consumer behavior.
Barry 09.25.11 at 6:55 pm
“Seriously, I am a very thick-skinned sort, and I just don’t have a problem with being wrong. ”
A very sensitive thick skin.
Colin Danby 09.25.11 at 7:07 pm
I think that’s another example of the oscillation in definitions, Cahal: the strong (A) “farsighted, and purely egoistic, agents maximizing the expected utility of stochastic consumption streams over time” holds up poorly experimentally. But the weak (B) “Any consistent pattern of choice among objects (of any kind) that we can observe, can be represented as optimization, that is, as the maximization of a function” point is quite right. And observed behavior *is* pretty regular and patterned … including ill-advised behavior like overinvestment in housing. (Though it still does not follow that the individual is always the relevant unit for theorizing.)
The mild irony here is that the Keynesian/Kaleckian tradition has tended to work from highly regular, patterned behavior across large groups, and been criticized by orthodoxy on grounds that A-type models don’t generate that.
Conflating A and B might be the key orthodox shibboleth.
shah8 09.25.11 at 7:54 pm
Seriously, *Barry*, who do you really think is on the defensive?
’cause again…
Talk about the topic. If you can’t actually talk about the topic, just whose butthurt are we talking about?
incompetent bakayaro commentators…
ScentOfViolets 09.25.11 at 7:58 pm
I’ll point out yet again that it seems that most scientists believe they’re doing the falsification thing. If some philosophy guys want to say that what these scientists are doing isn’t “really” falsification, they’re perfectly free to do so. But if they want to insist that one explanation takes precedence over another, well, I’m going to go with what the scientists say.
tomslee 09.25.11 at 8:17 pm
What SoV said. Or at least, that they aspire to doing the falsification thing in their day-to-day work.
Lemuel Pitkin 09.25.11 at 8:51 pm
the strong (A) “farsighted, and purely egoistic, agents maximizing the expected utility of stochastic consumption streams over time†holds up poorly experimentally. But the weak (B) “Any consistent pattern of choice among objects (of any kind) that we can observe, can be represented as optimization, that is, as the maximization of a function†point is quite right. … Conflating A and B might be the key orthodox shibboleth.
Yes. This, and what David said at 1.
There’s something fundamentally dishonest in the microfoundations argument which is so central to mainstream macro. (Pick up any graduate macro textbook, and the first chapter will have some long section on why the models in this book are better than the old Keynesian one because they are properly microfounded.) It’s a bait and switch where they insist that your aggregate relationships have to be derived from individual maximization, but then actually use a representative agent model even tho the behavior of the representative agent is never derived from optimization by heterogenuous individuals and there is no reason to believe that it could be. So their models are really no more microfounded than ours are.
The difference is that Keynesians say, “In the real world, the behavior of aggregates can’t be derived from the behavior of individuals, so let’s look for stable relationships we can observe at the aggregate level.” Whereas the Williamsons who dominate the profession say, “In the real world, the behavior of aggregates can’t be derived from the behavior of individuals, so let’s create a toy world where individual behavior is so radically simplified that we can derive the behavior of aggregates from it.”
And they do dominate the profession. This, I think, is what John Q. doesn’t like to acknowledge, and what his book, for all the good stuff in it, is basically an exercise in avoiding. He wants to marginalize the Williamson approach as just a few zombies, when really it’s right at the heart of mainstream neoclassical economics.
David Kaib 09.25.11 at 9:21 pm
@23, if what people say they do doesn’t match what they do, it’s not clear why we ought to take it as a useful explanation of what they do. It’s not just philosophers, who have argued that the idea of falsification is incoherent (although they are well positioned to make that claim), it’s also historians and sociologists, who say it is not what scientists do.
ScentOfViolets 09.25.11 at 10:15 pm
There. Fixed that for ya. And since you seem to not be aware of what scientists actually do or how they operate, how about this latest bit about an experimental result that apparently falsifies a key implication[1] of the Special Theory of Relativity, namely that the speed of light is an upper limit.
[1]For various values of implication.
T_C 09.25.11 at 11:26 pm
@shah8: or make some interesting witticisms detailing how I’m stupid and entirely unworthy of respect.
Ok, then, here you go.
…but not having read
Quiggin’s bookyour comment, I can only offer the following… derp, derp, derp, derp.shah8 09.25.11 at 11:42 pm
but how do you communicate that lack of interest to anyone but yourself?
Come on, show me guys, show me you ain’t nuttin’ but dino-brains insecure about tiny wees…
Kenny Easwaran 09.26.11 at 1:57 am
Any consistent pattern of choice among objects (of any kind) that we can observe, can be represented as optimization, that is, as the maximization of a function. The classic version of this result was proved by Cantor, who gave us the modern idea of a function as a mapping between sets, and cleared up a lot of the technical puzzles about continuity and so on. Even choices that are inconsistent in various ways can be represented by more general notions of optimization. So, it makes no sense either to claim (as a lot of economists do) that the fact that we can represent action as the maximization of some “objective†function proves anything positive about the way people think or to object (as a lot of non-economists do) to representing choices in terms of optimization.
Do you have a reference for this work of Cantor? I didn’t know he had any work about patterns of choice or anything else vaguely behavioral. Or perhaps this is meant to be some shorthand for an application of some work that I am familiar with, about well-orderings and the like?
Anyway, this claim sounds false to me, unless I’m misunderstanding what it says. If it’s supposed to be that any consistent pattern of choice is the result of maximizing the expectation given some probability function and utility function, then that normally requires at least some strong principles like the Archimedean axiom or a continuity axiom, which I wouldn’t normally build in to a notion of “consistent” pattern of choice. If the claim is just the weaker one that there is an assignment of numbers to possible actions such that choices always correspond to the one with the higher number then you don’t need these assumptions, but even so the claim seems plainly false – someone whose preferences contain an uncountable well-ordering is not representable by a real-valued objective function, because there is no uncountable well-ordered subset of the real numbers. (For a simple example, imagine a choice among countable sequences of natural numbers, where one always prefers sequence A to sequence B if A has a higher value than B on all but finitely many terms of the sequence.)
So perhaps you’re building something much stronger into a notion of consistency than I would?
Also, I thought the existence of examples like the Allais paradox were supposed to show that the assumptions giving expected utility representations are false – if they seem plausibly false, then doesn’t that mean they can’t be trivial? Or is the idea that you trivialize them by allowing preferences over counterfactual outcomes, and not just actual ones?
Kenny Easwaran 09.26.11 at 2:03 am
ScentOfViolets – if that claim about neutrino velocities is supposed to falsify relativity, then you seem to be working with a different notion of falsification than philosophers do. There are a large number of theoretical moves needed to get from the observation to the theoretical claim that some object moved faster than the speed of light, and it’s only that theoretical claim that would falsify relativity. The observation by itself falsifies only the conjunction of relativity with a lot of other theoretical material. Of course, you yourself seem to point out (in your addition to the blockquote) that you mean something different by “falsification” than philosophers do, but it would be useful to know what you do mean.
The claim that philosophers make is just that falsification as they talk about it can’t (and doesn’t, according to historians) play the role that scientists often claim. Since physicists seem to use the same words in describing falsification, philosophers naturally assume that they mean the same thing, but the fact that they point to instances like this one suggests that they mean something else that they’ve never really described.
David Kaib 09.26.11 at 2:53 am
@27 – It’s always hazardous to guess about what other people know about. I am aware of what you linked to. What you have pointed to is an anomalous experimental result. It tells us nothing about what physicists will do in response. That is, there is no model of science here.
If you are right that this is what physicists mean by “falsification,” than not only do they mean something different from the rest of us, as Kenny suggests, but what they mean tells us very little about how to do science.
ScentOfViolets 09.26.11 at 3:36 am
Sigh. Rather than go into a pointless digression of what going ftl means for SR, I’ll simplify and say that this would seem to mean that notion that nothing can go faster than light has falsified.
And really, what you mean to say is that what physicists mean by falsification is what pretty much everyone else means (I wouldn’t bother to point this out except for the fact that this seems like a rather obvious rhetorical ploy on your part).
But I think you’ve acknowledged that. Now – as I said in my very first post – what this means is that some philosophers have a different terminology using the same words. Which they are perfectly free to do. But when it comes to the usage of those words, I’m going to go with what the scientist guys say, and not you.
I’m sorry if that ruffles your feathers, but that’s just the way it is.
Saul 09.26.11 at 3:47 am
Kenny – I am not sure how having the central constant of Relativity busted wide open can be anything but “falsification”. I know the most likely explanation is “Ooops. We were wrong. C is still real, don’t we look silly!” but still.
As a scientist (biological, I admit) I would have defined falsification as; blowing a large enough hole in a theory that it needs a radical re-think or completely chucking out. It may not be what we DO day to day but it is certainly what we are TRYING to do most of the time. It must be said, we all use a number of theories we know are busted but haven’t got around to replacing yet as rules of thumb.
Usually what we ARE doing is thus mucking around on the Interwebs…
Anyway, back to the program. Anyone else noticed the parallels between efficient markets and Freudianism?
derrida derider 09.26.11 at 5:19 am
shah8, Williamson wrote that essay as a review for the Journal of Economic Literature so he’s entitled to assume his readers know some formal economics and can chase down papers; in any case many of them he refers to are classics that would be known to most economists with an interest in his subjects. Mind you, judging by his blog and having seen him trying to do a presentation in person I don’t think popularisation could ever be his forte anyway. Williamson may be (indeed, I think he is) wrong, but I note that he is not silly enough to defend something he hasn’t even bothered to read.
I’d criticise him far more for his inability to quality-assess positions outside his own speciality (as I am not a monetary economist I can’t speak of those WITHIN his speciality). He lumps Lucas’ quite profound critique of astructural modelling – a profundity that extends way beyond macroeconomics, BTW – and hence of policy based on it,*** alongside the empirically rubbish posturings of Prescott on European labour supply. Which shows that he is far too prone to accept the conventional wisdom of the freshwater circles he moves in.
It’s not that DSGE is so bad in principle – just that the modelling choices usually made in that framework tend to be made by people with – shall we say – less concern that their models is tested against observable fact than with ensuring their model points in an ideologically congenial direction (BTW John, I do think Williamson scores a hit when he points out that DSGE can be used to yield impeccably “lefty” conclusions, as well as the RBC rubbish).
*** Yes, the Lucas critique does set limits to macreconomic (and a great deal of other) policy, but that doesn’t justify the other extreme; “Limits to policy” is not the same as “policy never works”.
shah8 09.26.11 at 5:40 am
Ah, didn’t know this was published in a journal…Makes a bit more sense, now. I certainly did have trouble understanding some parts. Shudda realized that the pdf format meant something…
As far as whether it’s worthwhile to “defend” something that I haven’t read, well, does that mean that the only people who can comment on this blog post are the people who’s read Zombie Economics? If I didn’t say that I hadn’t read Zombie Economics, would you have assumed I had? I read the blog post, go hmmmm, and hit the link for the .pdf. Then I read the paper by the light of my take on the blog post, and my knowledge of Quiggin’s general attitudes. I felt moved to make a post (hey, it was late at night, I’m punchy sleepy then, as now, ironically). Rereading the post, I don’t think I made any particularly indefensible errors, and more or less made sense. I mean, you (as well a couple of other commentators) more or less reiterated what I said. If how I said it was amateurish, well, then yes, I am an amateur, and I honestly laid out my inexpertise wrt my economics and wrt Zombie Economics. I’m cool with being wrong, and am happy for an exchange.
And yeah, I kinda fed the trolls out of a morbid curiosity, actually. I just thought this topic is way out there for emotional excretions. The Poverty of Rationality, you know?
Walt 09.26.11 at 6:34 am
Anti-falsificationism is a core cultural belief of analytic philosophy. I think they must take a blood oath to abjure Popper and all his works somewhere in the third year. They hold the concept to a higher standard than any other philosophical notion in order to dismiss it
I find this one of life’s little mysteries, since falsificationism is one of the few philosophical ideas of the last century to influence actual practice. Scientists would like to say “thank you, philosophers of science,” but they never get that “You’re welcome” in response. Did Popper sleep with Quine’s wife, or something?
T_C 09.26.11 at 7:23 am
OK, nothing more from you on this thread, or along similar lines elsewhere. Shah8, please no further responses.
Ben 09.26.11 at 10:36 am
The “two-step of terrific triviality” has a name – the shell game.
John Quiggin 09.26.11 at 10:42 am
@geo It’s a good point in the US context that any break in the culture of high-level impunity is to be welcomed. So, if there was a way to prosecute the top banksters, I’d be all for it.
¬a. 09.26.11 at 10:44 am
i think i agree with you on the problem of rationality and behaviour, but i have some problems about other related issues. the first is about vernon smith and the so called “ecological rationality”. i’m just now reading his “rationality in economics” where he makes the disctintion between two forms of rationality: the constructivist one, where we find the traditional way to understand it in economics, and the ecological one, where the agent is not necessary a human being, but a agent that develop a heuristic that is adapted to the structure of an environment. The concept have its origin on Hayek and it is also developed by guys like gigerenzer. I was not aware about the cantor theorem but in this kind of rationality –ecological- i believe too that the problem is just the one pointed by you, that ever can be a context in reference to which rationality can be defended ex post.
a second point, the ticklish problem to be defined, from my point of view, is that of normativity. If rationality is relative what about normativity? For V. Smith the final word must to be on freedom of choice and success institutional results. I don’t like to apply the label “rationality” to what is on stage when market rules; but the concept of ecological rationality have interesting points: in it rationality in some way is defined by some kind of “juncture” (sorry, i have problems with my English), we can think on facebook, its “rationality” can be defined by its success, and it is strictly relative to it. But we can think too, in the pharma industry and prozac, and in its success… and on malaria, and so on…
to conclude i find that market is a key point for a productive society –with material copiousness – but i think that there is a complex and problematic and ticklish relationship between commodities, welfare and labour. Maybe one of the more important tasks today for economics is the problematization of those relationships within normativity.
Barry 09.26.11 at 11:07 am
Seconding JQ here.
tomslee 09.26.11 at 11:16 am
Walt #37 has it exactly right. My son has just finished 2nd year undergraduate philosophy and came back completely flummoxed by this.
Kant can say all kinds of bizarre things and get treated with reverence and respect, as can any number of other historical figures (I can’t bring the list to mind myself, but he could). Meanwhile Popper, who did something that actually makes sense to my son, is the only one beyond the pale, and must be spoken of only in dismissive tones.
It really is very strange.
soru 09.26.11 at 11:37 am
Would it help to point out that the scientific method could be considered a special case of Rational Choice Theory?
Set up the variables as say C (number of logical self-contradictions), F (number of repeatable experimental falsifications), A (number of unrepeatable observational anomalies), P (number of successful predictions), L (number of lines in the mathematical description) and T (number of textbooks that need to be rewritten).
Then Verificationism, Falsicationism, the paradigm shift model and so on are just optimisations with respect to different subsets of those metrics. For example, naive/strict Popperian Falsification would the statement that C=0 and F=0 is necessary and sufficient, so nothing else matters. Whereas as the word is normally used, it just means minimising F is generally more important than maximising other variables, including P or T.
Of course, mainstream economic generally prefers single-dimensional models, where all the variables collapse into one by mapping functions. So a typical economist’s model of economics itself would work with a single variable:
D – the number of dollars that can be earned by holding a given proposition to be true.
derrida derider 09.26.11 at 11:47 am
Bertrand Russell once pointed out the propensity of academic philosophers to pass over in silence the obviously silly things that famous philosophers say at one time or another. Kant is far from alone in regularly mixing profundities with risible absurdities that a six year old could see through – maybe it comes with the territory of being an original thinker.
Popper may be wrong or right in the end, but never in my reading of him did I come across anything that was OBVIOUSLY reality-challenged. Perhaps it is his air of common sense that makes him unfashionable – not esoteric enough for the priesthood of academic philosophers.
Gareth Rees 09.26.11 at 1:20 pm
Don’t forget the computational cost of rationality—you can set out to optimize some function, but simply lack the computational resources to find that optimization. For example, in some kinds of multi-player games we know that there exist optimal strategies (Nash equilibria) but no-one knows an efficient algorithm to compute them in the general case. (And there’s evidence suggesting that no such efficient algorithm exists.)
lgm 09.26.11 at 1:30 pm
Some comments:
1. What he says about Black-Scholes (top of page 6) is wrong. He confuses the “real world measure”, which is where data come from, with the “risk neutral measure” that is used for pricing. Observed stock prices are not supposed to be martingales — there would be no point in buying them.
2. One way to guess whether someone is data driven is to look for data in their writing. Williamson has about 23 pages of text and the closest we get to actual numbers is some ballparking on page 16.
3. More evidence Williamson is not data driven. He attributes motives and opinions to Quiggin he has no evidence for, starting at the beginning: “What does John Quiggin want? He wants …”. I wish I had a shrink that good.
bexley 09.26.11 at 8:20 pm
@shah8
Not sure what you’re talking about here. Perhaps you can explain your Dawkins example so I have a better idea.
Keith M Ellis 09.26.11 at 8:47 pm
Business—like other, similar and important subcultures—has a kind of folk history of itself: a romanticized mythology, say, of how it is structured and how it functions. In some respects this mythology is accurate; in others, very inaccurate. It’s not entirely accurate because accuracy is not its primary function—rather, these kinds of mythologies function as aspirational ideals, as public-relations, and much else besides.
Furthermore, it’s not entirely accurate because being a businessperson is no more an adequate preperation alone for competency at comprehending the structure and functions of business than is being a native speaker of a language at comprehending linguistics.
Say what you will about the (in)dequate development of economics as a science, but from its infancy it demonstrated that many of the stories that business tells about itself are untrue; economics showed that the intuition of businesspeople about what they do and how they do it is often mistaken. Despite this, even today business often jealously guards its notions of itself against the data and analysis presented by economists.
In contrast, scientists, having been steeped for much of their lives in the notions of rigor, objectivity, intellectual specialization, and with a minimal distrust of commonsense intuition, have reacted with an admirable welcoming openmindedness and self-criticism to the advent of academic disciplines which have science itself as their object of study.
Kenny Easwaran 09.26.11 at 9:29 pm
ScentOfViolets, Saul, Walt – if there had been a direct observation of particles moving faster than the speed of light, then that would clearly have been a falsification of relativity. My point was that this isn’t what was observed. What was observed was lots and lots of individual arrivals of neutrinos at various points, together with some statistical manipulations, and some GPS locations of various pieces of equipment, and so on, that are naturally interpreted as meaning that something moved faster than the speed of light. This doesn’t count as falsification on the definition Popper was working with, which is that some observation was enough to be logically incompatible with a theory, and not just have an interpretation that is incompatible with the theory. He sticks with this strict definition because he is criticizing the view of the Logical Positivists, which is that theories should be verified by the data – he points out that no matter how many observations you make, you can never verify a universal generalization. Duhem and Quine just pointed out that in almost all circumstances, your observations don’t falsify it either. If you allow inductive steps in moving from your data to a natural interpretation of it, then you are accepting induction, which Popper absolutely rejects. (If induction was allowed, then you could verify theories, as the positivists wanted.)
I would have defined falsification as; blowing a large enough hole in a theory that it needs a radical re-think or completely chucking out.
This actually is a different definition of falsification. And I think this is what Popper’s major, fundamental insight really is. He thought you could do everything with a notion of logical incompatibility or logical entailment, but as I said above, basically everyone who has thought about this has realized that logical entailment is way too strong a notion (because it happens almost never in empirical sciences).
Instead what we need is a notion of what it would take to reject a theory. There may be no observations that would strictly falsify a theory, but if there are situations that would make us bend over backwards too far to save it, then they may count as ones in which we would reject it. If you can’t even do that, then there is something fundamentally unscientific about your theory – Popper was totally right about that. It’s just that his attempt to reconstruct this entirely within deductive logic was doomed.
And for what it’s worth, I’m much happier with Popper than with Kant and many other influential historical figures.
shah8 09.26.11 at 10:18 pm
You really should use google wrt “selfish gene”.
http://www.science20.com/gadfly/extended_phenotype_how_richard_dawkins_got_it_wrong_twice
http://www.science20.com/gerhard_adam/problem_selfish_gene_theory
Okay, with the basic issue covered (and seriously, I’m not going to argue with anyone about the science involved. There are anti-“selfish gene” Orbital Death Laser Platform articles out there.), the relevance to the discussion about rationality derives from what I think are common tactics by guys like Williamson and Dawkins (and religious officials) which is the imputation (and yes, tie this to the original christian theological concept) of virture (or not) and the agency it implies onto an emergent property of complex systems. If pushed on it, of course, they’ll concede a cigar is just a cigar, but they behave this way because they profit off of people who assume wrongly that something has agency and can be motivated and/or deterred.
People are much more intimidated by forces that must propitiated (or they seek out theories that evade public personal responsibility), and both good and bad theories tend to be used this way as people negotiate power among their relations. Theories in certain fields, like anything to do with money (tax shelters), or evolution (evo-psych!), among others are rife with agencies that switch around depending on the needs of the scammer.
From my perspective, the issue here is that Quiggin talks (or intended to talk about the abuse) about micro-economics not intended for real world use, still being used for prescriptive economics media for real world (especially macro-E) problems. However, the section in the paper which the blog post referred to is basically gone turtle, yeah that’s a cigar, mode. I didn’t see anything particularly wrong with it, and had I been defending my paper/book, I would have focused much more on intent and intent to deceive, and got out the badger kit. Then I would have poked and prodded with the long “why is this bog-standard explanation appropriate” spear. Gotta realize, Williamson doesn’t really attack Quiggin so much as say that Quiggin is incompetent and rehash theory. That is a classic defensive move that inspired people to make up that ridiculous “The Courtesian’s Reply”. Don’t put up with that, bum rush the argument back into real world implications. Don’t get caught up in the Cantor, or you’ll wind up talking Gods and Devils like the old philosopher…
Bloix 09.27.11 at 2:45 am
Williamson:
“Quiggin frames his thinking in terms of three zombie ideas:
1. The Great Moderation.
2. The Efficient Markets Hypothesis.
3. Dynamic Stochastic General Equilibrium (DSGE).
4. Trickle-down Economics.
5. Privatization.”
You know, there are three kinds of people in the world: those who can count, and those who can’t.
Meredith 09.27.11 at 10:57 pm
“By contrast, I normally use‘rational’ to refer to the kind of behavior found in the simplest form of the DSGE models: farsighted, and purely egoistic, agents maximizing the expected utility of stochastic consumption streams over time. Most of the time, at least when no-one is challenging them on it, this is the way neoclassical economists use the term themselves.”
I think a few commenters may have been alluding to what makes me feel left out of conversations like this. Not the endless discussion of things like “falsification” (which I can indeed follow, though they just bore me — reminds me of proofing my son’s analytic philosophy essays) or “rationality” (boy, what a dead-end; let’s not confuse either reason or logic with “rationality”). Rather, the premise of “purely egoistic agents” (I’m assuming the comma between “purely” and “agents” is a typo.) Do such things exist outside the realm of grammar, the first person singular? Where does “I” begin and end? (In particular, what is it’s relationship to “thou?”)
Physical and biological scientists seem to me more sophisticated about such problems of definition than economists, in my experience.
ScentOfViolets 09.28.11 at 1:19 am
Well, that’s the problem, isn’t it Meredith? If someone hands me a pair of dice and asks me if they’re fair and I roll ten boxcars in row with them, I’ll going to say the odds are pretty good that these aren’t fair dice ;-) Now, certain people can get as snitty as they want and say that I haven’t “really” disproven it by their lights, and that’s fine. Where they go off the rails is running this elaborate pretense that they get to decide for whatever certain words mean.
This is nothing new of course:
The people who thrive on playing these sorts of games for personal advantage will always be with us. And as you say, part of what separates the chaff from the wheat, the harder disciplines from the soft is the firmness and precision and their notional definitions.
piglet 09.28.11 at 3:59 pm
Kenny 50:
Kenny Easwaran 09.28.11 at 4:58 pm
piglet –
I think this notion of “falsification” seems to be what SoV means – it’s about the possibility of rejection, whether or not there is a logically strict refutation.
Walt seems to be criticizing what analytic philosophers say, and therefore must be using the word with the logically strict meaning.
Quiggin also looks like he’s using the logically strict meaning – his criticism of the model is that it is capable of modeling every single possible set of preferences, and therefore no observable behavior would be incompatible with it.
The “two-step of terrific triviality” is a nice way to describe one sort of sneaky maneuver – you use some term in an ambiguous way, and show with one meaning that it is clearly falsifiable, and with the other meaning that it can’t have been falsified, which is supposed to get the best of both worlds. But if the point is that one of the meanings makes the claim tautologous, then that only saves you from the logically strict sort of falsification – as I said in the passage you quoted, even in that case there might be possible evidence that would “falsify” the theory in this other sense, so the two-step of terrific triviality would be no defense.
Bruce Wilder 09.28.11 at 11:09 pm
Have I shared Bruce’s Thumbnail Epistemologyâ„¢? It might help in sorting these things. BTHâ„¢ asserts that what could be, what is and what should be belong to three separate domains of knowledge, each with its own criteria of evaluation for “truth”, and there are no bridges connecting them. Speculative a priori analysis can be logically valid, without that validity entailing any synthetic, a posteriori assertion about what is. Observation needs logical reasoning to make useful inference about what is, but statements about what is, don’t carry the force of logical validity; generalizations seem to correspond to concepts, but generalizations, by their nature, can have exceptions, while a valid concepts, deriving logically from a definition, cannot. By extension, assertions about value or beauty can make use of logic and evidence, but neither logical validity nor factual evidence is sufficient to establish goodness. (BTHâ„¢ is consistent with the observation of Quine and the pragmatists, that no actual proposition is ever entirely in a single domain; this is an abstract distinction that I am making.)
A syllogism can be valid without being a factually true proposition. Aristotle’s discovery of the compelling nature of logical inference, based on the form, not the content, of a statement, was a great discovery.
is a logically valid syllogism, but a factually untrue statement. I think a common idea of Popperian falsification (though not Popper’s own understanding, perhaps) is that an analytical theory is just an elaborate, systematic, elaborate version of a syllogism, and empiricism is testing the premises or the conclusion, to see if the logic and/or conclusion qua generalization holds. Find one man with a full head of hair — the black swan — and voila! falsification.
An alternative view, more in line with the BTHâ„¢, is that analytic theories are completely separate and apart from any operational models of the world, yielding tentative, but pragmatically useful “predictions” about how observable (aka measurable) variables relate in the operating mechanisms of the world-machine. An analytical theory, such as Pigou’s classical economics, or Samuelson’s neoclassical economics, can be elaborate, systematic and powerful, with the felt force of valid logic compelling those, who learn it.
Euclid’s Geometry, plus the calculus, was sufficient to Newton’s physics, but the point of Einstein’s Special Relativity, was that it was not sufficient to the “extreme” case of the speed of light. The axiom of parallel lines was fine up to a point, but resulted in absurdity in the “extreme” case. And, the act of careful measurement revealed that absurdity. That’s the kind of limits to explanation, revealed in measurement, which results in the fabled paradigm shift. I’m not sure “falsification” quite covers the nature or manner of such discoveries.
Any theory has its explanatory limits. The act of careful measurement “objectively” reveals those limits. But, great theories elaborate wonderfully, and therefore, seem very, very powerful.
Compressing a theory into a single, elegant sytematic elaboration is really about overcoming human psychological limits, limits of cognitive, computing capacity. Knowing how to elaborate E=Mc2, or “survival of the fittest” or “supply and demand” or “The American Civil War was about slavery” into detailed, objectively measurable statements about the world, is what knowledge is about.
Economists have a great, systematic, logically-vetting theory in Samuelson’s Foundations and related work. It is not accidental that it looks, in form, like Euclid’s Geometry. It is a powerful instrument. Zombie Zero is Dr. Pangloss, who clings to the power of that theory to generate explanations, against any and all measurement.
Economics is seriously confused about its theory. It thinks its “geometry” is a map. It is a more fundamental confusion that that exemplified by, “The Map is Not the Territory”; it is “your geometry is not a map”. What Economics lacks is a framework for organizing knowledge from a collection of operational models and measurements. There are countless examples of operational models applied to measure the economy, which come back with a result that demonstrates the shortcomings of the “geometry”.
It may well be that a revised geometry, an equivalent of Einstein applying a non-Euclidean geometry to the problem of relativity, is simply not possible for Economics. It seems to me that the problem of polar Rationalities exemplifies that possibility. In an operational model, rationality with a small “r” can be a very weak assumption to give observations a functional relationship; in a purely deductive analysis, though, it is really hard to come up with anything solveable, that doesn’t involve superrationality.
Money and finance, central, core institutions of the economy, are clearly all about practical solutions to problems of incomplete information and bounded rationality, but there’s no obvious candidate for the equivalent of a non-Euclidean geometry. It is hard to give up the “power” of a systematic, logical structure — the apt-named 1st best economics, even if you know its shortcomings are legion, when there’s no good replacement.
ScentOfViolets 09.29.11 at 1:01 am
Yep. Speaking as a mathematician, there’s nothing wrong with the axiomatic method. And also speaking as a mathematician, there’s quite a bit wrong with willy-nilly applying this method to some set of external phenomena and then calling it a science.
That’s just not the way science works.
chris 09.29.11 at 12:37 pm
there are whole disciplines out there that spend their time studying what makes people tick. It’s just that many economists don’t seem to want to take them seriously.
ISTM that if they aren’t going to take seriously the study of what makes people (i.e. humans) tick, they shouldn’t describe what they are doing as “economics”, because it is clearly not the study of economies containing human beings.
If they want to study the behavior of certain kinds of abstract systems of idealized actors, fine, but using anything that comes out of that kind of toy universe to attempt to explain or describe any property of an actual economy containing human beings is akin to using a Picasso painting as an anatomy textbook. It was never intended to be representational and, to the extent that you evaluate it as a representation anyway, it is a very bad one.
Lemuel Pitkin 09.29.11 at 10:49 pm
it is clearly not the study of economies containing human beings.
Nor does it claim to be. A very large fraction of academic economists — maybe a majority, I’m not sure — would flatly reject the notion that economics is the study of the economy. It is rather the study of rational decision-making — or as you;re told (or at least I was) in your first undergraduate economics class, “economics is the science of how people make choices.”
Richard Posner is not an economist, of course, but (or maybe for that reason) I think he expresses the dominant spirit of the profession as clearly as anyone: “The dominant conception of economics today, and one that has guided my own academic work in the economics of law, is that economics is the study of rational choice. People are assumed to make rational decisions across the entire range of human choice, including but not limited to market transactions, by employing a form (usually truncated and informal) of cost-benefit analysis. The older view was that economics is the study of the economy, employing whatever assumptions seem realistic and whatever analytical methods come to hand.” Too bad there’s not some field that still does that second thing. I’d like to study it.
This is the problem with the whole Zombie Economics project: It assumes that people like Williamson are the outliers to be excluded, while really they’re right at the center. It’s like one of those horror movies — you want to yell, “John, the zombies are inside the house!”
Lemuel Pitkin 09.30.11 at 3:32 am
Also, OT, but anybody else here reading David Graeber’s Debt: The First 5,000 Years? Awe. Some. If ever a book lived up to its hype, that one’s it. I bring it up because of the very smart connection he makes between the zombie legend, which after all began in Haiti, and the experience of slavery. A person is effectively dead, and yet still functions as a body, but entirely subject to the will of another. Hmm…
Meredith 09.30.11 at 5:39 am
Lemuel Pitkin@60. “A very large fraction of academic economists—maybe a majority, I’m not sure—would flatly reject the notion that economics is the study of the economy. It is rather the study of rational decision-making—or as you;re told (or at least I was) in your first undergraduate economics class, “economics is the science of how people make choices.â€
So, there are actual agents of “rational decision-making” — people! And, if we take Posner to speak with a fair degree of accuracy about economics: “‘People are assumed to make rational decisions across the entire range of human choice, including but not limited to market transactions, by employing a form (usually truncated and informal) of cost-benefit analysis.'”
The Posner quotation shows why economists absolutely must take seriously the wider study of human beings (aka, people). Studies not just by social scientists but also by historians, philosophers, poets, novelists, visual artists, dancers, musicians, and even, god forbid, literary critics (I’m sorry for Chris B’s sad experiences at Cambridge). Welcome, economists, to the liberal arts enterprise! If Posner thinks that humans make all their choices by rational calculations (however truncated most may be) in terms of cost-benefit analysis, he needs to get out more. And “rational” is a slippery word. The vendetta is perfectly rational, for instance. It is also a dead-end, at least, once you expand your perspective beyond a narrow understanding of “I” and “thou” (“I” being a particularly tricky concept!). And people do live their lives with that more expansive experience of “I.” (I suspect it may be implicated in the use of language at all.)
I’m looking forward to reading Graeber’s book.
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