Results for “prizes”
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The disinflation as American triumph

That is the theme of my latest Bloomberg column, score one for the Quantity Theory as well, here is one excerpt:

Enter the notion of “credibility.” A long-standing tradition in macroeconomics, sometimes called rational expectations, suggests that a truly credible central bank can lower inflation rates without a recession. If the central bank announces a lower inflation target, and most people believe the central bank, wages and prices adjust in rough sync with demand. All nominal variables move upward at a slower pace, markets continue to clear, and the economy keeps chugging along. Because individuals in markets believe the disinflation process is for real, they are willing to act in accordance with it in their pricing and wage-demand decisions.

Although rational expectations theory has undergirded several Nobel Prizes (see Robert E. Lucas and Thomas Sargent, for example), most mainstream economists these days do not believe in it as a general approach. The critics might be behavioral economists who scorn the notion that individuals are rational in their market decisions, or they might believe that full credibility is rarely if ever present. After all, do we not live in an age of low trust and mixed quality governance? Over the last year, for instance, I have been party to numerous conversations suggesting the Fed will be afraid to pursue disinflation out of fear of inducing a recession and indirectly electing Donald Trump as president.

And yet it seems the credibility has been there, and so we can give plaudits to various parts of the federal government, including President Biden, for supporting Powell and the Fed. At no point did the president intervene to bash the central bank or send a mixed message, and so the disinflation had implicit stamps of approval from majorities in both parties. It is often the job of Congress to complain, but there were no serious moves made against the independence of the Fed, even if Elizabeth Warren and a few others squawked.

As for the commentariat, a diverse array of economists ranging from the Keynesian Paul Krugman to many conservative economists recognized that rate increases and disinflation were necessary and had to be done with promptness and fortitude. And so credibility reigned.

Granted, the rational expectations view is not always correct — and a recession somewhere down the road isn’t out of the question — but at least in this instance America pulled together and did the job. This sequence of events, which is continuing, should serve as a lesson to those predicting either the decline of America or the creeping polarization and paralysis of our politics. The disinflation can serve as Exhibit A for American optimism and a demonstration that we are still capable of making our own future.

Can the UK and EU pull off the same?

The first recorded scientific grant system?

“Encouragements” from the French Académie des Sciences, 1831-1850.

The earliest recorded grant system was administered by the Paris-based Académie des Sciences following a large estate gift from Baron de Montyon.  finding itself constrained in its ability to finance the research of promising but not-well-established savants, the academy seized on the flexiblity afford by the Montyon gift to transform traditional grands prix into “encouragements”: smaller amounts that could broaden the set of active researchers.  Even though the process was highly informal (the names of the early recipients were not published in the academy’s Compte rendus), it apparently avoided suspected or actual cases of corruption…Throughout the 19th century, however, the academy struggled to convince wealthy donors to abandon their preference for indivisible, large monetary prizes in favor of these divisible encouragements.

That is from the Pierre Azoulay and Danielle Li essay “Scientific Grant Funding,” in the new and highly useful NBER volume Innovation and Public Policy, edited by Austan Goolsbee and Benjamin F. Jones.  (But according to the book’s own theories, shouldn’t the book be cheaper than that?)

My Conversation with Jeremy Grantham

Lots of semi-sparring, engaging throughout.  Here is the audio, video, and transcript.  Here is part of the episode summary:

He joined Tyler to discuss the most binding constraint on the green transition, why we need an alternative to lithium, the important message sent by Biden’s Climate and Taxes Act, the marginal cost basis of green energy, the topsoil crisis in the Midwest, why estimates of the cost of global warming vastly underestimate its effects, why he distrusts economists, the overpricing concentrated in the US stock market, the consequences of Brexit, the revolutionary tactics of Margaret Thatcher, how his grandparents shaped his worldview, why he’s optimistic about American venture capital, the secret to Boston’s success in asset management, how COVID changed his media diet, the political difficulty of passing carbon taxes, and more.

Here is one excerpt:

COWEN: Now, you mentioned major flooding in Jackson, Mississippi. That’s a problem. Right now, as we speak on September 1st, 2022, how much do you think real estate values will decline there as a result of the flooding? What would your prediction be?

GRANTHAM: The history so far on early flooding is that it has little or almost no effect. It’s a bit like going bankrupt: very, very slowly at first and then quite sudden. When you need to buy insurance one day, you will not be able to get it except from government subsidy, and on that day, the house prices will start to decline. Then quite possibly, there’ll be some sort of panic — we do panics pretty well — and the prices will drop like a stone, more than they should. And then, of course, they will rally, and so on and so forth. Business as usual.

COWEN: If I try to seek out the most serious efforts to estimate the costs of global warming, say, by 2200, I end up at the papers of Esteban Rossi-Hansberg. He comes up with figures somewhere between 5 percent and 10 percent of global GDP, which, as you know, is an enormous amount of money, especially come 2200. Now, does that strike you as a fair estimate or an underestimate?

GRANTHAM: It strikes me as utterly trivial and only producible by economists. When economists try, they can be absolutely nitwitted. The guy who got the Nobel Prize for it [William Nordhaus], for his work on climate change — actually he spelled it out. He said, “Even if there was 10 degrees centigrade, it would only cost something in the range of 10 percent of GDP.”

To which I say, “Dudes, we will be long gone as a species at 10 degrees centigrade.” It is quite obvious at 1.1 that we are already having trouble. At 2, we will be struggling and societies will fail here, there, and everywhere. At 3, in a sense, forget about it, and we may have to deal with it, but it will be grievous. At 10 degrees . . .

I also ask him why, if bubbles are so easy to spot, he isn’t richer than he already is…

The economic contributions of Ben Bernanke

Ben Bernanke is best known for being Fed chairman, but he has a long and distinguished research career of great influence.  Here are some of his contributions:

1. In a series of papers, often with Alan Blinder, Bernanke argued that “credit and money” are a better leading indicator than money alone.  And more generally he helped us rethink the money-income correlation that was so promoted by Milton Friedman.  This work was more correct than not, but since money as a leading indicator has fallen out of favor (partially because of Bernanke’s own later actions!), these contributions are seen as less important than was the case for about fifteen years.  See also this piece on the (earlier) import of the federal funds rate as a measure of monetary policy.  Ben’s body of work on money and credit was what first brought him renown.

2. Bernanke has a famous 1983 paper on how the breakdown of financial intermediation was a key component of the Great Depression.  Earlier, Milton Friedman had stressed the import of the contraction of the money supply, but Bernanke’s work led to a much richer picture of how the collapse happened. Savers were cut off from borrowers, due to bank failures, and the economy could not mobilize its capital very effectively.  This article also shows the integration between Bernanke’s work and that of Diamond and Dybvig.  This piece has held up very well.

3. Bernanke has related work, with Gertler, Gilchrist and others, on how financial problems can worsen a business cycle.  This work of course fed into his later decisions as chairman of the Fed.  In yet other work, Bernanke showed how economic downturns can lower the value of collateral, thus squeezing the lending process and exacerbating business cycle downturns.

4. Bernanke’s doctoral dissertation was on the concepts of option value and irreversible investment.  Modest increases in business uncertainty can cause big drops in investment, due to the desire to wait, exercise “option value,” and sample more information.  This work was published in the QJE in 1983.  I have long felt Bernanke does not receive enough credit for this particular idea, which later was fleshed out by Pindyck and Rubinfeld.

5. Bernanke wrote plenty of pieces — this one with Mishkin — on inflation targeting as a new means of conducting monetary policy.  Those were the days!  Much of the OECD lived under this regime for a few decades.

6. Here is Ben with co-authors: “We first document that essentially all the U.S. recessions of the past thirty years have been preceded by both oil price increases and a tightening of monetary policy…”  Uh-oh!

7. Here is 2004 Ben on what to do when an economy hits the zero lower bound.  Here is Ben on earlier Japanese monetary policy, and what he called their “self-induced paralysis” at the zero bound.  He really was in training for the Fed job all those years.  Here is Ben on “The Great Moderation.”  Here is 1990 Ben on clearing and settlement during the 1987 crash.

8. Ben has made major contributions to our understanding of how the gold standard and international deflationary pressures induced the Great Depression, transmitted it across borders, and made it much worse.  This work has held up very well and is now part of the mainstream account.  And more here.

9. Bernanke coined the term “global savings glut.”

Here is all the Swedish information on the researchers and their work.  I haven’t read these yet, but they are usually very well done.  Here is Ben on scholar.google.com.

In sum, Ben is a broad and impressive thinker and researcher.  This prize is obviously deserved.  In my admittedly unorthodox opinion, his most important work is historical and on the Great Depression.

The Diamond and Dybvig model

The Diamond and Dybvig model was first outlined in a seminal paper from Douglas W. Diamond and Philip H. Dybvig in 1983 in a famous Journal of Political Economy piece, “Bank Runs, Deposit Insurance, and Liquidity.”  You can think of this model as our most fundamental understanding, in modeled form, of how financial intermediation works.  It is a foundation for how economists think about deposit insurance and also the lender of last resort functions of the Fed.

Here is a 2007 exposition of the model by Diamond.  You can start with the basic insight that bank assets often are illiquid, yet depositors wish to be liquid.  If you are a depositor, and you owned 1/2000 of a loan to the local Chinese restaurant, you could not very readily write a check or make a credit card transaction based upon that loan.  The loan would be costly to sell and the bid-ask spread would be high.

Now enter banks.  Banks hold and make the loans and bear the risk of fluctuations in those asset values.  At the same time, banks issue liquid demand deposits to their customers.  The customers have liquidity, and the banks hold the assets.  Obviously for this to work, the banks will (on average) earn more on their loans than they are paying out on deposits.  Nonetheless the customers prefer this arrangement because they have transferred the risk and liquidity issues to the bank.

This arrangement works out because (usually) not all the customers wish to withdraw their money from the bank at the same time.  Of course we call that a bank run.

If a bank run occurs, the bank can reimburse the customers only by selling off a significant percentage of the loans, perhaps all of them.  But we’ve already noted those loans are illiquid and they cannot be readily sold off at a good price, especially if the banks is trying to sell them all at the same time.

Note that in this model there are multiple equilibria.  In one equilibrium, the customers expect that the other customers have faith in the bank and there is no massive run to withdraw all the deposits.  In another equilibrium, everyone expects a bank run and that becomes a self-fulfilling prophecy.  After all, if you know the bank will have trouble meeting its commitments, you will try to get your money out sooner rather than later.

In the simplest form of this model, the bank is a mutual, owned by the customers.  So there is not an independent shareholder decision to put up capital to limit the chance of the bad outcome.  Some economists have seen the Diamond-Dybvig model as limited for this reason, but over time the model has been enriched with a wider variety of assumptions, including by Diamond himself (with Rajan).  It has given rise to a whole literature on the microeconomics of financial intermediation, spawning thousands of pieces in a similar theoretical vein.

The model also embodies what is known as a “sequential service constraint.”  That is, the initial bank is constrained to follow a “first come, first serve’ approach to serving customers.  If we relax the sequential service constraint, it is possible to stop the bank runs by a richer set of contracts.  For instance, the bank might reserve the right to limit or suspend or delay convertibility, possibly with a bonus then sent to customers for waiting.  Those incentives, or other contracts along similar lines, might be able to stop the bank run.

In this model the bank run does not happen because the bank is insolvent.  Rather the bank run happens because of “sunspots” — a run occurs because a run is expected.  If the bank is insolvent, simply postponing convertibility will not solve the basic problem.

It is easy enough to see how either deposit insurance or a Fed lender of last resort can improve on the basic outcome.  If customers start an incipient run on the bank, the FDIC or Fed simply guarantees the deposits.  There is then no reason for the run to continue, and the economy continues to move along in the Pareto-superior manner.  Of course either deposit insurance or the Fed can create moral hazard problems for banks — they might take too many risks given these guarantees — and those problems have been studied further in the subsequent literature.

Along related (but quite different!) lines, Diamond (solo) has a 1984 Review of Economic Studies piece “Financial Intermediation and Delegated Monitoring.”  This piece models the benefits of financial intermediation in a quite different manner.  It is necessary to monitor the quality of loans, and banks have a comparative advantage in doing this, relative to depositors.  Furthermore, the bank can monitor loan quality in a diversified fashion, since it holds many loans in its portfolio.  Bank monitoring involves lower risk than depositor monitoring, in addition to being lower cost.  This piece also has been a major influence on the subsequent literature.

Here is Diamond on google.scholar.com — you can see he is a very focused economist.  Here is Dybvig on scholar.google.com, most of his other articles in the area of finance more narrowly, but he won the prize for this work on banking and intermediation.  His piece on asset pricing and the term structure of interest rates is well known.

Here is all the Swedish information on the researchers and their work.  I haven’t read these yet, but they are usually very well done.

Overall these prize picks were not at all surprising and they have been expected for quite a few years.

Thursday assorted links

1. Ed Coulson, an urban/housing economist at UC Irvine, now has a Jeopardy winning streak.

2.”We’re currently running a prize at Open Philanthropy (https://www.causeexplorationprizes.com) for people to suggest new cause areas for us to explore on the global health and wellbeing side. We’ve extended the deadline for submissions to August 11th, and we’d love to see as many people applying as possible!”

3. Who deserves a festschrift more than David Gordon?

4. How Wikipedia influences judicial decisions.

5. NYT covers Barbados at length.  Parts are very good, but it no longer seems allowed to criticize Caribbean nations for making their own policy mistakes.  A useful but in some ways deeply misleading article.  At what level does the “censorship” enter?  The incentives of the writer or the world view of the writer?  I suspect it is the latter.

6. Austin Vernon on paths for geothermal.

David Theroux, RIP

I was saddened to hear of the sudden passing of David Theroux, the President of the Independent Institute. I was a professor of economics at Ball State University in Muncie, Indiana when David approached me to be the research director (later Vice-President) of II. I had great colleagues at Ball State but was never happy about living in Muncie. Nevertheless, leaving academia was a big leap. My career at the time, however, was in the doldrums and when things aren’t happening it’s good to throw some variance into the mix…so I leapt. David and his wife Mary made my wife and I feel very welcome in Oakland. I remember fondly my young children playing in their garden in their beautiful house in the Oakland hills.

David was a great intellectual entrepreneur. He was the founding Vice President for the Cato Institute and the founding President of the Pacific Research Institute for Public Policy. He started the Independent Institute on a shoestring budget in 1986, building it into a major institute that produced many important books and research articles.

Among the highlights of Independent’s extraordinary publications are Crisis and Leviathan: Critical Episodes in the Growth of American Government by Robert Higgs (1986, with a 25th anniversary edition in 2012); Antitrust and Monopoly, by Dominick Armentano (1990); Beyond Politics: The Roots of Government Failure, by Randy Simmons (updated edition 2011); Out of Work, by Lowell E. Gallaway and Richard Vedder (1997); Entrepreneurial Economics, by Alexander Tabarrok (2002); The Empire Has No Clothes, by Ivan Eland (2004); Making Poor Nations Rich, edited by Benjamin Powell (2007); The Enterprise of Law, by Bruce Benson (2011); Living Economics, by Peter J. Boettke (2012); Liberty in Peril, by Randall Holcombe (2019); and many more.

All told, Independent Institute books produced under David’s direction received more than 50 prestigious book awards, including three Eric Hoffer Book Award Grand Prizes, the Templeton Freedom Award, two Mencken Awards for Best Book, eight Sir Antony Fisher International Memorial Awards for Best Book, three Benjamin Franklin Awards, ten Independent Publisher Book Awards, the Peter Shaw Memorial Award, and three Choice Magazine Awards for Outstanding Book.

David spotted talent in other people, encouraged them, and made things happen. He was a prime mover in launching Bruce Benson’s important work on the law merchant and a big supporter of the great Robert Higgs (who started The Independent Review).

I learned a lot from David, especially about militarism and libertarian foreign policy, the marketing of ideas, and also about what it means to be an entrepreneur. I recall two instances in particular. The first was during the Microsoft trial when we had published the excellent book Winners, Losers & Microsoft: Competition and Antitrust in High Technology by Stan Liebowitz and Stephen Margolis. II opposed the antitrust case against Microsoft, seeing it as waste of resources in a rivalrous industry (in retrospect, yup we got that one right). Larry Ellison at Oracle (a Microsoft competitor) didn’t like our work and hired detectives to buy the Independent Institute’s garbage and sift through it (yes, really!) to try to discredit us. The story become a page one headline in the New York Times (Independent Institute not really Independent!). I was worried about the impact on the Institute but David  always saw the positive even in “bad news.” At the time I found this frustrating as this seemed to me like a failure to see reality but David had the entrepreneur’s faith that vision, a positive attitude, and hard work can make reality. He kept calm and steered us through the difficulties to further strengths. I was wrong. David was right. He made it happen. The second time was when II was launching its scholarships for low-income children to attend private schools in Oakland. I sketched out a careful, well-thought out plan to get us ready to go in a year. David said no, “I want it ready in six weeks!”. I thought this was insane. But we did it! No surprise that David was an entrepreneur and I was an academic. Ultimately, of course, I returned to academia by moving to GMU but not before learning many valuable lessons from David and my years at the Independent Institute.

He will be missed.

Letters of Marque and Reprisal

Brooking, Charles; Commodore Walker’s Action: The Privateer ‘Boscawen’ Engaging a Fleet of French Ships, 23 May 1745; National Maritime Museum; http://www.artuk.org/artworks/commodore-walkers-action-the-privateer-boscawen-engaging-a-fleet-of-french-ships-23-may-1745-173089

Representative Lance Gooden (R, TX) introduced a bill to authorize the President of the United States to issue letters of marque and reprisal against certain Russians.

Are You More Strategic than a Fifth Grader?

Isabelle Brocas and Juan Carrillo have a new paper in the JPE testing when children develop strategic (k-level) reasoning. A clever game outlined below illustrates the basic idea. Players 1,2 and 3 are asked to make (simultaneous) choices to earn prizes (money for the adults and older kids, points for toys for the younger kids). The sophisticated, rational choice becomes successively more difficult as we from from player 3 to player 1. Player 3 is simply asked to match a shape. In the case shown, for example, player 3 earns the most by choosing the red square labelled C since it matches the shape of the blue square labelled A. Player 2 earns the most by choosing the color chosen by Player 3. Of course, Player 2 doesn’t know what color Player 3 will choose and so has to reason about Player 3’s actions. What color do you choose? Player 1 earns the most by choosing the same letter as Player 2 but now must reason about Player 2 which involves reasoning about how Player 2 will reason about Player 3. What letter do you choose?What do the authors find? First, for both adults and kids either they get it or they don’t. The ones who don’t make the right choice as Player 3 but then randomly choose when playing either Player 2 or Player 1. The ones who get it, play correctly at all three levels. In other words, almost everyone who reasons correct as Player 2 (1-level reasoning) also reasons correctly as Player 1 (2-level reasoning).

Second, there is a marked increase in the ability to perform k-level thinking between ages 8 and 12 but after age 12 (fifth grade) there is shockingly little growth. Together the first and second points suggest that k-level thinking is more of a quantum leap than an evolution in reasoning ability.

Third, most adults reason correctly in this simple game but a significant fraction do not. As the authors put it “some very young players display an innate ability to play always at equilibrium while some young adults are unable to perform two steps of dominance.”

Demographic factors are mostly as expected, children interested in STEM fields perform better (n.b. this implies that contrary to some opinions the STEM set are better at social interaction), kids from better socio-economic backgrounds perform better and slightly unexpected females perform better than males, perhaps because they are more disciplined.

As the authors conclude:

Adolescents are particularly exposed to situations in which strategic sophistication is crucial to avoid wrong decisions. Examples include engaging in risky activities, such as accepting drugs from peers or engaging in unprotected sex. Also, with the development of the internet, naive users are often preyed upon, asked to provide personal information, or tricked into making harmful decisions. Information deliberately intended to deceive young minds also circulates through social media. Making correct decisions in such environments requires understanding the intentions of others and anticipating the consequences of following their advice or opinions. More generally, children and adolescents are gradually discovering the dangers hiding behind social interactions and need to come equipped to detect them, assess them, and navigate around them. We conjecture that failures in these abilities are closely related to underdeveloped logical abilities, and we predict that the level of sophistication of an individual detected through a simple task matches their behavior in social settings.

The vaccine lottery is a worthwhile investment

Conditional cash lotteries (CCLs) provide people with opportunities to win monetary prizes only if they make specific behavioral changes. We conduct a case study of Ohio’s Vax-A-Million initiative, the first CCL targeting COVID-19 vaccinations. Forming a synthetic control from other states, we find that Ohio’s incentive scheme increases the vaccinated share of state population by 1.5 percent (0.7 pp), costing sixty-eight dollars per person persuaded to vaccinate. We show this causes significant reductions in COVID-19, preventing at least one infection for every six vaccinations that the lottery had successfully encouraged. These findings are promising for similar CCL public health initiatives.

That is from a new paper by Andrew Barber and Jeremy West.