Home > Uncategorized > Economics textbooks — when the model becomes the message

Economics textbooks — when the model becomes the message

from Lars Syll

Wendy Carlin and David Soskice have a new intermediate macroeonomics textbook — Macroeconomics: Institutions, Instability, and the Financial System (Oxford University Press 2015) — out on the market. It builds more than most other intermediate macroeconomics textbooks on supplying the student with a “systematic way of thinking through problems” with the help of formal-mathematical models.

wendyCarlin and Soskice explicitly adapts a ‘New Keynesian’ framework including price rigidities and adding a financial system to the usual neoclassical macroeconomic set-up. But although I find things like the latter amendment an improvement, it’s definitely more difficult to swallow their methodological stance, and especially their non-problematized acceptance of the need for macroeconomic microfoundations.

Some months ago, another sorta-kinda ‘New Keynesian’, Paul Krugman, argued on his blog that the problem with the academic profession is that some macroeconomists aren’t “bothered to actually figure out” how the New Keynesian model with its Euler conditions — “based on the assumption that people have perfect access to capital markets, so that they can borrow and lend at the same rate” — really works. According to Krugman, this shouldn’t be hard at all — “at least it shouldn’t be for anyone with a graduate training in economics.”

Carlin & Soskice seem to share Krugman’s attitude. From the first page of the book they start to elaborate their preferred 3-equations ‘New Keynesian’ macromodel. And after twenty-two pages they have already come to specifying the demand side with the help of the Permanent Income Hypothesis and its Euler equations.

But if people — not the representative agent — at least sometimes can’t help being off their labour supply curve — as in the real world — then what are these hordes of Euler equations that you find ad nauseam in these ‘New Keynesian’ macromodels gonna help us?

It is clear that the New Keynesian model, even extended to allow, say, for presence of investment and capital accumulation, or for the presence of both discrete price and nominal wage setting, is still just a toy model, and that it lacks many of the details which might be needed to understand fluctuations …

One striking (and unpleasant) characteristic of the basic New Keynesian model is that there is no unemployment! Movements take place along a labor supply curve, either at the intensive margin (with workers varying hours) or at the extensive margin (with workers deciding whether or not to participate). One has a sense, however, that this may give a misleading description of fluctuations, in positive terms, and, even more so, in normative terms: The welfare cost of fluctuations is often thought to fall disproportionately on the unemployed.

Olivier Blanchard

Yours truly’s doubts regarding the ‘New Keynesian’ modelers’ obsession with Euler equations is basically that, as with so many other assumptions in ‘modern’ macroeconomics, the Euler equations don’t fit reality.

For the uninitiated, the Consumption Euler Equation is sort of like the Flux Capacitor that powers all modern “DSGE” macro models … Basically, it says that how much you decide to consume today vs. tomorrow is determined by the interest rate (which is how much you get paid to put off your consumption til tomorrow), the time preference rate (which is how impatient you are) and your expected marginal utility of consumption (which is your desire to consume in the first place). When the equation appears in a macro model, “you” typically means “the entire economy”.

This equation underlies every DSGE model you’ll ever see, and drives much of modern macro’s idea of how the economy works. So why is Eichenbaum, one of the deans of modern macro, pooh-poohing it?

Simple: Because it doesn’t fit the data. The thing is, we can measure people’s consumption, and we can measure interest rates. If we make an assumption about people’s preferences, we can just go see if the Euler Equation is right or not!

[Martin] Eichenbaum was kind enough to refer me to the literature that tries to compare the Euler Equation to the data. The classic paper is Hansen and Singleton (1982), which found little support for the equation. But Eichenbaum also pointed me to this 2006 paper by Canzoneri, Cumby, and Diba of Georgetown (published version here), which provides simpler but more damning evidence against the Euler Equation …

[T]he Euler Equation says that if interest rates are high, you put off consumption more. That makes sense, right? Money markets basically pay you not to consume today. The more they pay you, the more you should keep your money in the money market and wait to consume until tomorrow.

But what Canzoneri et al. show is that this is not how people behave. The times when interest rates are high are times when people tend to be consuming more, not less.

OK, but what about that little assumption that we know people’s preferences? What if we’ve simply put the wrong utility function into the Euler Equation? Could this explain why people consume more during times when interest rates are high?

Well, Canzoneri et al. try out other utility functions that have become popular in recent years. The most popular alternative is habit formation … But when Canzoneri et al. put in habit formation, they find that the Euler Equation still contradicts the data …

Canzoneri et al. experiment with other types of preferences, including the other most popular alternative … No matter what we assume that people want, their behavior is not consistent with the Euler Equation …

If this paper is right … then essentially all modern DSGE-type macro models currently in use are suspect. The consumption Euler Equation is an important part of nearly any such model, and if it’s just wrong, it’s hard to see how those models will work.

Noah Smith

In the standard neoclassical consumption model — underpinning Carlin’s and Soskice’s microfounded macroeconomic modeling — people are basically portrayed as treating time as a dichotomous phenomenon – today and the future — when contemplating making decisions and acting. How much should one consume today and how much in the future? Facing an intertemporal budget constraint of the form

ct + cf/(1+r) = ft + yt + yf/(1+r),

where ct is consumption today, cf is consumption in the future, ft is holdings of financial assets today, yt is labour incomes today, yf is labour incomes in the future, and r is the real interest rate, and having a lifetime utility function of the form

U = u(ct) + au(cf),

where a is the time discounting parameter, the representative agent (consumer) maximizes his utility when

u´(ct) = a(1+r)u´(cf).

This expression – the Euler equation – implies that the representative agent (consumer) is indifferent between consuming one more unit today or instead consuming it tomorrow. Typically using a logarithmic function form – u(c) = log c – which gives u´(c) = 1/c, the Euler equation can be rewritten as

1/ct = a(1+r)(1/cf),

or

cf/ct = a(1+r).

This importantly implies that according to the neoclassical consumption model that changes in the (real) interest rate and the ratio between future and present consumption move in the same direction.

So good, so far. But how about the real world? Is the neoclassical consumption as described in this kind of models in tune with the empirical facts? Not at all — the data and models are as a rule insconsistent!

In the Euler equation we only have one interest rate, equated to the money market rate as set by the central bank. The crux is that — given almost any specification of the utility function – the two rates are actually often found to be strongly negatively correlated in the empirical literature:

In this paper, we use U.S. data to calculate the interest rate implied by the Euler equation, and we compare this Euler equation rate with a money market rate. We find the behavior of the money market rate differs significantly from the implied Euler equation rate. This poses a fundamental challenge for models that equate the two rates.

The fact that the two interest rate series do not coincide – and that the spread between the Euler equation rate and the money market rate is generally positive – comes as no surprise; these anomalies have been well documented in the literature on the “equity premium puzzle” and the “risk free rate puzzle.” And the failure of consumption Euler equation models should come as no surprise; there is a sizable literature that tries to fit Euler equations, and generally finds that the data on returns and aggregate consumption are not consistent with the model.

If the spread between the two rates were simply a constant, or a constant plus a little statistical noise, then the problem might not be thought to be very serious. The purpose of this paper is to document something more fundamental – and more problematic – in the relationship between the Euler equation rate and observed money market rates … We compute the implied Euler equation rates for a number of specifications of preferences and find that they are strongly negatively correlated with money market rates …

Our results suggest that the problem is fundamental: alternative specifications of preferences can eliminate the excessive volatility, but they yield an Euler equation rate that is strongly negatively correlated with the money market rate.

Matthew Canzoneri, Robert Cumby and Behzad Diba

All empirical sciences use simplifying or unrealistic assumptions in their modeling activities. That is not the issue – as long as the assumptions made are not unrealistic in the wrong way or for the wrong reasons.

Theories are difficult to directly confront with reality. Economists therefore build models of their theories. Those models are representations that are directly examined and manipulated to indirectly say something about the target systems.

But models do not only face theory. They also have to look to the world. Being able to model a “credible world,” a world that somehow could be considered real or similar to the real world, is not the same as investigating the real world. Even though all theories are false, since they simplify, they may still possibly serve our pursuit of truth. But then they cannot be unrealistic or false in any way. The falsehood or unrealisticness has to be qualified.

Some of the standard assumptions made in neoclassical economic theory – on rationality, information handling and types of uncertainty – are not possible to make more realistic by “de-idealization” or “successive approximations” without altering the theory and its models fundamentally.

If we cannot show that the mechanisms or causes we isolate and handle in our models are stable, in the sense that what when we export them from are models to our target systems they do not change from one situation to another, then they only hold under ceteris paribus conditions and a fortiori are of limited value for our understanding, explanation and prediction of our real world target system.

No matter how many convoluted refinements of concepts made in the model, if the “successive approximations” do not result in models similar to reality in the appropriate respects (such as structure, isomorphism etc), the surrogate system becomes a substitute system that does not bridge to the world but rather misses its target.

From this methodological pespective yours truly has to conclude that Carlin’s and Soskice’s microfounded macroeconomic model is a rather unimpressive attempt at legitimizing using fictitious idealizations — such as Euler equations — for reasons more to do with model tractability than with a genuine interest of understanding and explaining features of real economies.

As May Brodbeck once had it:

Model ships appear frequently in bottles; model boys in heaven only.

  1. paul Davidson
    October 18, 2015 at 5:35 pm

    anyone using the Friedman PERMEANT INCOME analysis as part of their macroeconomic theory should recognize that Milton Friedman resurrected Say’s Law in his Permanent income analysis when he redefined the terms consumption and “savings”. On page 11 of his book Friedman states that5 “consumption is redefined ass ” the slue of services consumed (utility) during each accounting period. By definition a nondurable is entirely consumed during the current period. But a durable– according to Friedman – like a new automobile purchased today only partially consumed today –most of the durable is “saved” for future consumption. Friedman claims that tis taxonomy is superior to others because “much that on classifies as consumption is reclassified as savings” [Friedman, 1957, p.28]. Thus saving creates jobs just as much as consumption spending according to the refined savings by Friedman.. This is Say’s law again since all income spent during a period ii spent on either consumption of nondurables or savings in the form of durable producible goods — savings is never spent on the purchase on nonporoducible liquid assets!!

  2. October 18, 2015 at 7:47 pm

    “[T]he Euler Equation says that if interest rates are high, you put off consumption more. That makes sense, right? Money markets basically pay you not to consume today. The more they pay you, the more you should keep your money in the money market and wait to consume until tomorrow”.

    Not right! There are very obviously two sides to a money market, so the overall consumption represents a balance between those who have to borrow to consume and those pensioners and idle rich whose incomes come from interest on financial assets which represent profits on increasingly automated industry. The Euler equations are therefore wrong: its + operation should read + or – , while the measured consumption is not “macro” but inevitably local even if it is paid for assets world-wide production. It is more indicative of how how many of us have been effectively pensioned off. The measured consumptions are less indicative of prosperity than of how much productive work we have exported and how much state pensions have been cut in lieu of international taxation. Put another way, the “people” in this discussion seem to be a majority with surplus money to spend rather than a minority who have to borrow to make ends meet.

    The Euler equations being in logarithmic units, bear in mind what I pointed out recently, that the + and – do not represent adding subtracting but multiplication and division.

    • October 18, 2015 at 7:56 pm

      A key word in the above has definitely got lost in transmission. Right in the middle should have read “inevitably local even if paid for by assets representing world-wide production”.

  3. Franklin
    October 24, 2015 at 2:06 am

    I detest models especially in cases where they can be explained theoretically to the understanding of all

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