This submit is from a set of feedback I gave on the NBER Asset Pricing convention in early November at Stanford. Convention agenda right here. My full slides right here. There was video, however sadly I took too lengthy to put in writing this submit and the NBER took down the convention video.
I used to be requested to touch upon “Downward Nominal Rigidities and Bond Premia” by François Gourio and Phuong Ngo. It is a very good clear paper, so all I might suppose to do as discussant is reward it, then transfer on to larger points. These are actually feedback about entire literatures, not about one paper. One can admire the play however complain concerning the recreation.
The paper implements a model of Bob Lucas’ 1973 “Worldwide proof” statement. Costs are much less sticky in excessive inflation nations. The Phillips curve extra vertical. Output is much less affected by inflation. The Calvo fairy visits each night time in Argentina. To Lucas, excessive inflation comes with variable inflation, so individuals perceive that worth adjustments are principally mixture not relative costs, and ignore them. Gourio and Ngo use a new-Keynesian mannequin with downwardly sticky costs and wages to precise the concept. When inflation is low, we’re extra usually within the more-sticky regime. They use this concept in a mannequin of bond threat premia. Occasions of low inflation result in extra correlation of inflation and output, and so a distinct correlation of nominal bond returns with the low cost issue, and a distinct time period premium.
I made two factors, first about bond premiums and second about new-Keynesian fashions. Solely the latter for this submit.
This paper, like a whole lot earlier than it, provides a couple of components on high of a normal textbook new-Keynesian mannequin. However that textbook mannequin has deep structural issues. There are identified methods to repair the issues. But we frequently construct on the usual mannequin, somewhat than incorporate identified methods or discover new methods to repair its underlying issues.
Drawback 1: The signal is “incorrect” or at the least unconventional.
The fundamental signal is incorrect — or at the least counter to the usual perception of all coverage makers. Within the mannequin, larger rates of interest trigger inflation to leap down instantly, after which rise over time. Everybody on the Fed uniformly believes that larger rates of interest trigger inflation to go nowhere instantly, after which gently decline over time, with “lengthy and variable lags.”
Larry Ball pointed this out 30 years in the past. The habits comes straight from the forward-looking Phillips curve. Decrease output goes with decrease inflation, relative to future inflation. I.e. inflation rising over time.
To be clear, possibly the mannequin is true and the beliefs are incorrect. It is superb that a lot modeling and empirical work has gone in to massaging idea and information to evolve to Milton Friedman’s 1968 proclamation of how financial coverage works. The “lengthy and variable lags” specifically are a bother to fashionable economics. If you realize costs are going up tomorrow, you increase costs as we speak. However that is for an additional day. This mannequin doesn’t behave the best way most individuals suppose the financial system behaves, so if you are going to use it, at the least that wants a serious asterisk.
Nicely, we all know how one can repair this. You possibly can see that sneaking lagged inflation into the Phillips curve goes to be an enormous a part of that.
Christiano Eichenbaum and Evans, 20 years in the past, produced a broadly cited mannequin that “fixes” this downside. It has a number of components. Most of all, it assumes that wages and costs are listed. Companies and staff that do not get tapped by the Calvo fairy to vary their worth or wage nonetheless increase by noticed inflation. This offers a Phillips curve with lagged inflation. Furthermore, in preferences, funding, and this Phillips curve, CEE modify the mannequin to place development charges rather than ranges. (Extra assessment in a three half sequence on new-Keynesian fashions right here.)
Nice. However discover that neither Gourio and Pho nor just about anybody else builds on this mannequin. We cite it, however do not use it. As a substitute, 20 extra years of NK theorizing research completely different extensions of the essential mannequin, that do not remedy the central conundrum.
Drawback 2: Fed induced explosions
The usual new-Keynesian mannequin says that if the Fed holds rates of interest fixed, inflation is steady — will go away by itself — however indeterminate. There are a number of equilibria. The usual new-Keynesian mannequin thus assumes that the Fed intentionally destabilizes the financial system. If inflation comes out greater than the Fed needs, the Fed will lead the financial system to hyperinflation or hyper deflation. Below that menace, individuals leap to the inflation that the Fed needs to see.
However the Fed does no such factor. Central bankers resolutely state that their job is to stabilize the financial system, to convey inflation again from wherever it would go. Regardless of hundreds of papers with new-Keynesian equations written at central banks, if anybody have been ever to actually describe these equations within the introduction, “we assume that the central financial institution is dedicated to reply to inflation by hyperinflation or deflation in an effort to choose from a number of equilibria” they might be laughed out of a job.
As a substitute, we go on with the identical mannequin and its underlying broadly counterfactual assumption about coverage.
Drawback 3: The match is horrible
A mannequin consists of a set of equations, with the factor you wish to decide (say, inflation) on the left, the financial causes described by the mannequin on the proper, plus “shocks,” that are issues your mannequin cannot seize. Within the rationalization half, there are parameters ((sigma, beta, kappa, phi)), that management how a lot the issues on the proper have an effect on the issues on the left.
The match of new-Keynesian fashions is often horrible. In accounting for financial variables ((x_t,) (pi_t, ) (i_t ) right here), the error phrases ((varepsilon)) are a lot bigger than the mannequin’s financial mechanisms (the (x,) (pi) on the proper hand aspect). Forecasts — predicting (pi), (x) forward of time — is worse. For instance, the place did inflation come from and why did it go away? Anticipated inflation hasn’t moved a lot, and the financial system simply plugged alongside. Many of the rise and fall of inflation got here from inflation shocks.
Associated, the match of the fashions is about the identical quantity of horrible for various values of the parameters. Which means the parameters are “poorly recognized” if recognized in any respect. That signifies that the mechanisms of the mannequin — say, how a lot larger rates of interest decrease output, after which how a lot decrease output impacts inflation — are weak, and poorly understood.
Partly this is not usually observed as a result of we acquired out of the behavior of evaluating fashions by match within the Eighties. Most fashions are evaluated, as I confirmed above for CEE by matching choose “recognized” impulse response features. However as these response features additionally clarify small variances of output and inflation, it is attainable to match response features properly, but nonetheless match the info badly, i.e. match the info solely by including massive shocks to each equation.
I do not know of excellent fixes right here. Quaint ISLM fashions had comparable issues (See Sims 1980). However it’s a proven fact that we simply ignore and go on.
The Phillips curve is a central downside, which has solely gotten worse recently. Unemployment was excessive and declining all through the 2010s, with steady inflation. Inflation got here with excessive unemployment in 2021. And inflation fell with no excessive actual rates of interest, no unemployment, and robust development in 2022-2023. However what is going to exchange it?
So the place are we?
Macro is surprisingly un-cumulative. We begin with a textbook mannequin. Individuals discover some shortcomings and recommend a repair. However somewhat than incorporate that repair, the subsequent paper provides a distinct repair to the identical textbook mannequin. One would suppose we might comply with the trail on the proper. We do not. We comply with the trail on the left.
That is frequent in economics. The true enterprise cycle literature adopted a lot the identical path. After the King Plosser Rebelo stochastic development mannequin grew to become the usual, individuals spent a decade with one extension after one other, every properly motivated to repair a stylized reality. However by and huge the subsequent paper did not construct on the final one, however as an alternative supplied a brand new variation on the KPR mannequin.
Posteriors comply with priors in line with Bayes’ rule, after all. So one other approach of placing the statement, individuals appear to place a fairly excessive prior on the unique mannequin, however do not belief the variations in any respect.
Wę want a digestion. Which of the brand new components are dependable, sturdy, and belong as a part of the brand new “textbook” mannequin? That is not simple. Dependable and sturdy could be very arduous to search out, and to influence individuals. There are such a lot of to select from — CEE’s smorgasbord, capital, monetary frictions, heterogeneous brokers, completely different expectation formation tales, completely different pricing frictions, and so forth. What is the minimal simple set of those to make use of?
A part of the difficulty lies in how publishing works. It is almost inconceivable to publish a paper that removes outdated components, that digests the mannequin right down to a brand new textbook model. The rewards are to publishing papers that add new components. Even when, like CEE, everybody cites them however does not use them.
I’ve requested many economists why they construct on a mannequin with so many identified issues, and why they do not embrace identified fixes. (Not simply fiscal idea!) The reply is often, sure, I find out about all these issues, however no person will trouble me about them since each different paper makes the identical assumptions, and I must get papers revealed.
I went on a little bit of a tear right here as I referee numerous nice papers like this one. Each a part of the paper is nice, besides it builds on a mannequin with massive flaws we have identified about for 30 years. It feels unfair to complain concerning the underlying mannequin, because the journal has revealed and can publish 100 different papers. However at what level can we, collectively, scream “Cease!”
The brand new-Keynesian mannequin has been the usual mannequin for an astonishing 30 years. None of ISLM, monetarism, rational expectations, or actual enterprise cycles lasted that lengthy. It is much more superb that it’s so unchanged in all this time. It’s undoubtedly time for a greater textbook model of the mannequin! Perhaps this can be a plea for Woodford, Gali or one of many different NK textbook authors, which significantly better command of all of the variations than I’ve, to bless us a brand new textbook mannequin.
Or, maybe it is time for one thing completely new.
That is not fiscal idea per se. Fiscal idea is an ingredient, not a mannequin. You possibly can marry it to new-Keynesian fashions, as I, Leeper, Sims, and others have accomplished. However it’s also possible to marry it to outdated ISLM or anything you need. Given the above, possibly there is not an present modification however a brand new begin. I do not know what that’s.
(My feedback even have some comparable feedback about time period premiums and the way to consider them, however this submit is lengthy sufficient.)
Replace:
The previous is a VAR with excessive frequency measurement of the financial coverage shock. And..
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| Supply: Miranda-Agrippino and Ricco |
The worth degree in addition to the inflation charge can leap down instantly when the rate of interest rises! (I feel the graph plots the extent of CPI, not development charge.) That is even stronger than the baseline mannequin by which the value degree, being sticky, doesn’t transfer, however the inflation charge jumps on the rate of interest rise.
The latter is a pleasant theoretical paper. It provides a number of the CEE assumptions. I overstated a terrific deal that others haven’t used these components. They’re utilized in these “medium scale” fashions, simply not in “textbook” fashions. Nevertheless, it eliminates listed costs and wages with purely ahead wanting Phillips curves. It provides intermediate items nonetheless. This makes costs adjustments work by way of the community of suppliers including fascinating dynamics, which has all the time struck me as a vital ingredient. And…
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| Supply: Phaneuf, Sims ,and Victor |
The primary estimate is the darkish line. Right here you see a mannequin with the standard response: inflation doesn’t transfer on impression, and will increase a while after the rate of interest rise.


