Category: Methodology

The Current Financial Crisis Reveals a Need for Reform

As I think about the current financial crisis, I have been struck by the uncertainty among economists about what should be done. Many economists are silent. Those who speak, have offered very diverse opinions. And even among those who express opinions, there is a lack of confidence in their opinions.
Milton Friedman used to say that economists will be listened to when there is a crisis, and that economists need to be ready, as Friedman himself was with his floating exchange rate proposal. (Milton, we need you again.)
I believe that one lesson from the current crisis is that we need reform—reform of economists’ research priorities and methods. We should become more interested in policy relevance, history and institutions; and less interested in mathematical rigor.
We should avoid what Schumpeter called “the Ricardian Vice.” (Highly stylized, aggregated models, based on unrealistic simplifying assumptions, that are then blindly applied to policy decisions in the actual, richly “thick” world—see McCloskey’s essay on thick and thin methods in economics.)
We also should spend less time in studying cute, counter-intuitive results (“freakonomics”), and spend more time on the big issues.
We should be willing to suggest institutional reforms and experiments, and participate in experiments (natural and artificial) to see how they work. (Spontaneous order is nice when it happens, but entrepreneurial vision and initiative can improve the world too.)
Capitalism has produced huge gains in longevity and standards of living. Yet capitalism is in danger of being hobbled or destroyed.
Schumpeter warned of “the crumbling of the protecting walls.” We should have been better prepared to rebuild and defend them.

Note: The “Ricardian Vice” phrase is from Schumpeter’s History of Economic Analysis, p. 473; the “protecting walls” phrase is from Capitalism, Socialism and Democracy, p. 143.

The McCloskey essay mentioned is:
McCloskey, Deirdre. “Thick and Thin Methodologies in the History of Economic Thought.” In The Popperian Legacy in Economics, 245-57. Cambridge, UK: Cambridge University Press, 1988.

Schumpeter Saw Keynes’ Work as a “Striking Example” of “the Ricardian Vice”

McCraw on Schumpeter’s History of Economic Analysis:

(p. 460) . . . , Schumpeter compared Keynes to David Ricardo: “His work, is a striking example of what we have called above the Ricardian Vice, namely, the habit of piling a heavy load of practical conclusions upon a tenuous groundwork, which was unequal to it yet seemed in its simplicity not only attractive but also convincing. All this goes a long way though not the whole way toward answering the questions that always interest us, namely the questions what it is in a man’s message that makes people listen to him, and why and how.”

Source:
McCraw, Thomas K. Prophet of Innovation: Joseph Schumpeter and Creative Destruction. Cambridge, Mass.: Belknap Press, 2007.
(Note: ellipsis added.)
(Note: italics in original.)

McCraw Calls Schumpeter’s History of Economic Analysis “an Epic Analytical Narrative”

McCraw on Schumpeter’s History of Economic Analysis:

(p. 461) History of Economic Analysis succeeds where much economic writing or our own time fails, having sacrificed the messy humanity of its subject on the alter of mathematical rigor. Above all else, Schumpeter’s History is an epic analytical narrative. It is about real human beings, moored in their own time, struggling like characters in a a novel to resolve difficult problems. Sometimes the problems (p. 462) are purely intellectual. Sometimes they are issues of public policy. Often they are both. But what Schumpeter was trying to do—and in fact did—was answer the deceptively simple question he posed in the early pages of his book: to discover “how economists have come to reason as they do.”

Source:
McCraw, Thomas K. Prophet of Innovation: Joseph Schumpeter and Creative Destruction. Cambridge, Mass.: Belknap Press, 2007.

Among Academic Economists Interest in Entrepreneurship is “A Quick Ticket Out of a Job”

From McCraw’s discussion of Schumpeter’s “legacy”:

(p. 500) In the new world of academic economics, neither the Schumpeterian entrepreneur as an individual nor entrepreneurship as a phenomenon attracts much attention. For professors in economics departments at most major universities, particularly in the United States and Britain, a focus on these favorite issues of Schumpeter’s has become a quick ticket out of a job. This development arose from a self-generated isolation of academic economics from history, sociology, and the other social sciences. It represented a trend that Schumpeter himself had glimpsed and lamented but that accelerated rapidly during the two generations after his death.

Source:
McCraw, Thomas K. Prophet of Innovation: Joseph Schumpeter and Creative Destruction. Cambridge, Mass.: Belknap Press, 2007.

Schumpeter’s Final Thoughts on the Importance of the Individual Entrepreneur

Here is McCraw discussing and quoting Schumpeter’s notes for the Walgreen Lectures that he was preparing to deliver just before he died.

(p. 475) In notes he prepared in 1949 for the prestigious Walgreen Lectures, Schumpeter headed one entire section “The Personal Element and the Element of Chance: A Principle of Indeterminateness.” Here, he wrote that the time had come for economists to face a problem they had long tried to dodge:

the problem of the influence that may be exerted by exceptional individuals, a problem that has hardly ever been treated without the most blatant preconceptions. Without committing ourselves either to hero worship or to its hardly less absurd opposite, we have got to realize that, since the emergence of exceptional indi-(p. 476)viduals does not lend itself to scientific generalization, there is here an element that, together with the element of random occurrences with which it may be amalgamated, seriously limits our ability to forecast the future. That is what is meant here by “a principle of indeterminateness.” To put it somewhat differently: social determinism, where it is nonoperational, is a creed like any other and entirely unscientific.

Source:
McCraw, Thomas K. Prophet of Innovation: Joseph Schumpeter and Creative Destruction. Cambridge, Mass.: Belknap Press, 2007.

“Theory” Said Gene Sequencing Technique Was “Impossible”

In the book The Genome War, the story is told about how the leading theorist proved the impossibility of the gene sequencing technique. It was the Venter group that gave it a try and proved it could work. This story is similar to the one about theory saying that what Marconi was trying, was impossible. (See: Larson, 2006.)
Rosenberg and Birdzell (1986) discuss the case that theory had proven how solid objects fall. But Galileo’s experiments proved them wrong. This established the primacy of experiment and evidence, over theory.
When governments decide, they usually do what is safe, which is to follow current theory (or in rare cases, they pick Lysenko).
The entrepreneurial system, takes advantage of the tacit individual knowledge that is out there, but not yet theoretically defensible, and allows it to percolate to success.

References:
Larson, Erik. Thunderstruck. New York: Crown, 2006.
Rosenberg, Nathan, and L.E. Birdzell, Jr. How the West Grew Rich: The Economic Transformation of the Industrial World. New York: Basic Books, 1986.
Shreeve, James. The Genome War: How Craig Venter Tried to Capture the Code of Life and Save the World. 1st ed. New York: Alfred A. Knopf, 2004.

The Method of Milton Friedman’s Practice Was Better Than the Method of His Essay

The method of the Chicago School is often thought to be the method outlined in Friedman’s famous essay “The Methodology of Positive Economics.” It can be (and has been) persuasively argued that the actual methodology practiced by Friedman is broader, and more eclectic than that advocated in his early essay.
His practice continued to exemplify a kind of empiricism, but it was a kind of empiricism that included, not only ‘rigorous’ econometrics, but also economic history, case studies, and ‘stylized facts.’
I believe that the method of Friedman’s practice is sounder than the method of his essay. So it is unfortunate that the Institute founded in Friedman’s name will probably only support those who practice the formal method of the essay.

(p. B5) The University of Chicago will announce Thursday that it plans to establish a center for economics honoring the late economist Milton Friedman.
The school plans to raise an endowment of $200 million to support the Milton Friedman Institute.
. . .
. . . his approach to economics embodies what has come to be known as the Chicago School. He defined that as “an approach that insists on the empirical testing of theoretical generalizations and that rejects alike facts without theory and theory without facts.”
It is that approach, and the intellectual rigor that Mr. Friedman brought to it, that the Friedman Institute is meant to advocate, rather than any ideology, says Chicago economist Gary Becker, a Nobel Prize-winning former student of Mr. Friedman’s who was on the faculty committee that recommended the institute.

For the full story, see:
JUSTIN LAHART. “University Plans Institute to Honor Milton Friedman.” The Wall Street Journal (Thurs., May 15, 2008): B5.
(Note: ellipses added.)
The famous Friedman method essay is:
Friedman, Milton. “The Methodology of Positive Economics.” In Essays in Positive Economics, 3-43. Chicago: University of Chicago Press, 1953.

Science Would Advance Faster if Results of Failed Experiments Were Easier to Find


The passages below are from a WSJ summary of an October 2007 article in Wired:

(p. B7) Scientists shouldn’t be so quick to squelch the results of failed experiments, Wired Deputy Editor Thomas Goetz says.

Even if data don’t deliver hoped-for results, they still have uses. This is especially the case today, when some compelling discoveries have come from meta-studies, in which statisticians sift the data of several papers to reach conclusions. “Your dead end may be another scientist’s missing link, the elusive chunk of data they needed,” Mr. Goetz says. Making such data available might one day fuel advances in genetics, neuroscience and biotechnology, he contends.



For the full summary, see:
“The Informed Reader; Science; Researchers’ ‘Dark Data’ Should Be Brought to Light.” The Wall Street Journal (Thurs., Oct. 4, 2007): B7.

“Sometimes It Pays to Read the Old Literature”

(p. A1) Researchers in New York believe they have solved one of the great mysteries of the flu: Why does the infection spread primarily in the winter months?

The answer, they say, has to do with the virus itself. It is more stable and stays in the air longer when air is cold and dry, the exact conditions for much of the flu season.

. . .

(p. A22) To his surprise, Dr. Palese stumbled upon a solution that appeared to be a good second best.

Reading a paper published in 1919 in the Journal of the American Medical Association on the flu epidemic at Camp Cody in New Mexico, he came upon a key passage: “It is interesting to note that very soon after the epidemic of influenza reached this camp, our laboratory guinea pigs began to die.” At first, the study’s authors wrote, they thought the animals had died from food poisoning. But, they continued, “a necropsy on a dead pig revealed unmistakable signs of pneumonia.”

Dr. Palese bought some guinea pigs and exposed them to the flu virus. Just as the paper suggested, they got the flu and spread it among themselves. So Dr. Palese and his colleagues began their experiments.

. . .

As for Dr. Palese, he was glad he spotted the journal article that mentioned guinea pigs.

“Sometimes it pays to read the old literature,” he said.

 

For the full story, see:

GINA KOLATA. “Study Shows Why the Flu Likes Winter.” The New York Times (Weds., December 5, 2007): A1 & A22.

(Note:  ellipses added.)

 

Government Biologists Spend Big Bucks Protecting Wrong Fish

CutthroatTrout.jpg

“Without DNA tests, the rare greenback cutthroat trout, left, and the Colorado River cutthroat fish are difficult to tell apart.” Source of caption and photo: online version of the NYT article quoted and cited below.

 

(p. 26) DENVER, Oct. 13 (AP) — State and federal biologists, who are smarting from research showing that they may have been protecting the wrong fish the past 20 years, are regrouping in their efforts to restore the rare greenback cutthroat trout to Colorado waters.

Tom Nesler, the state biologist, had hoped to see the fish removed from the endangered species list during his career. He concedes that might not happen if it turns out some of the greenback populations biologists thought they were saving are actually the similar but more common Colorado River cutthroat trout.

A three-year study led by University of Colorado researchers and published in August found that out of nine fish populations believed to be descendants of original greenbacks, five were actually Colorado River cutthroat trout.

The recovery effort was thought to be near its goal of establishing 20 self-sustaining greenback populations.

“Hey, science happens,” said Mr. Nesler with a shrug as he discussed the findings.

. . .

The Colorado Division of Wildlife has spent an average of $320,000 annually for the past five years to restore the greenback. Most of the money has come from state lottery revenue; no state tax dollars have been used.

. . .

“Science is not about proof and certainty,” he said, “it’s about testable hypotheses.”

 

For the full story, see:

THE ASSOCIATED PRESS. “After Possible ‘Oops,’ a Trout Rescue Project Regroups.” The New York Times, First Section (Sun., October 14, 2007): 26.

(Note: ellipses added.)

 

Private Money Supports Quest for Dinosaur DNA

 

   Source of graphic: the online version of the WSJ article quoted and cited below.

 

(p. A1)  JORDAN, Mont. — Prospecting in Montana’s badlands, rock ax in hand, paleontologist Jack Horner picks up a piece of the jawbone of a dinosaur. He examines the splinter, then puts it back and moves on. It isn’t the kind of bone he is looking for.

Prof. Horner is searching for something that many scientists believe no longer exists: dinosaur bones that harbor blood cells, protein and, perhaps, even DNA.

"Most people looking for dinosaurs are looking for beautiful skeletons," he says. "We are looking for information."

. . .  

Prof. Horner, a curator at the Museum of the Rockies in Bozeman, is among the world’s most influential and offbeat paleontologists. He pioneered studies of dinosaur parent-(p. A12)ing behavior, species variation and bone cells. He is dyslexic, a former Special Forces operative of the Vietnam War era, a MacArthur Foundation "genius" fellow, and a chaired professor of Montana State University who never finished a formal college degree.

"The lenses that people normally use to look at stuff are broken in Jack," says Mary Schweitzer, an assistant professor of paleontology at North Carolina State University, who has worked with him for years. "That’s what makes Jack such a good scientist. Every now and then, every field should get a renegade weirdo in it who challenges assumptions."

. . .  

"The chances of finding any [dinosaur] DNA are pretty low," Prof. Horner acknowledges. "I am still hopeful."

In a field mostly outside the mainstream of federal research funding, Prof. Horner has a knack for attracting private grants. Star Wars producer George Lucas, Qualcomm co-founder Klein Gilhousen and Wade Dokken, a developer of Montana real estate, have contributed toward his research, the university says. Nathan Myhrvold, formerly chief technology officer at Microsoft Corp. and co-founder of Intellectual Ventures LLC, is helping to underwrite this season’s fieldwork.

This summer, in Montana’s Hell Creek Formation, Prof. Horner is searching the last landscape inhabited by dinosaurs. More than 65 million years ago, this plain was a wetland where herds of horned Triceratops watered. Today, it is an arid outwash of boulders, cactus and sage. The red and gray soil is littered with white shards of petrified wood that ring like bone china when tapped together and countless crumbs of dinosaur bone.

. . .

"As long as you are not bound by preconceived ideas of what you can find," Prof. Horner says, "there are an awful lot of things you can discover."

 

For the full story, see:

ROBERT LEE HOTZ. "Dinosaur Hunter Seeks More Than Just Bare Bones; Prof. Horner Searches For Traces of Blood, DNA; Lucky Break From T. Rex."  The Wall Street Journal  (Fri., August 24, 2007):  A1 & A12.

(Note:  ellipses added.)

  

     At top, Prof. Horner; at bottom: "Sarah Keenan, 21, an undergraduate at the University of St. Andrews in Scotland who is working this summer for Prof. Horner, covers the fossilized triceratops frill in a protective jacket of plaster."  Source of caption and photos: the online version of the WSJ article quoted and cited above.