Forecasting Errors Increase in Complex Environments

(p. 54) There is a great deal of evidence that suggests that when people– for example, investors and managers–are taken out of a familiar environment–an environment of continuity–their ability to deal with the future deteriorates rapidly. John Sterman, J. Spencer Standish professor of management and director of the System Dynamics Group of MIT, who has studied the ability of managers to learn over long periods of time, says that in complex environments, the more experience people have the more poorly they perform. Here is a distillation of Sterman’s findings:

• “Even in perfectly functioning markets, modest levels of complexity cause large and systematic deviations from rational behavior.”
• “There is little evidence of adaptation of one’s ‘rules’ as the complexity of the task increases.” When the environment is complex, people seem to revert to simple rules that ignore time delays and feedback, leading to lowered performance.
• Individuals “forecast by averaging past values and extrapolating past trends. [They] actually spend less time making their decisions in the complex markets than in the simple ones.”
• The lowered performance people exhibit as a result of greater com-(p. 55)plexity does not improve with experience. People become “less responsive to critical variables and more vulnerable to forecasting errors–their learning hurts their ability to perform well in the complex conditions.”
• Most individuals do not learn how to improve their performance in complex conditions. In relatively simple conditions–without time delays or feedback–people “dramatically outperform the ‘do nothing’ rule, but in complex situations many people are bested by the ‘do nothing’ rule.” Attempts individuals make to control the system are counterproductive.

Markets that are undergoing rapid or discontinuous change are extremely complex. Economic systems are highly networked and involve substantial feedback. Given Professor Sterman’s findings, it is not surprising that forecasting deteriorates in the face of rapid change.

Source:
Foster, Richard N., and Sarah Kaplan. Creative Destruction: Why Companies That Are Built to Last Underperform the Market—and How to Successfully Transform Them. New York: Currency Books, 2001.

Creative Destruction Book Is Useful for Documenting Dynamism of U.S. Firms

CreativeDestructionBK.jpg

Source of book image: http://www.innovation-creative.com/IMAGES/Livres_innovation_2/Foster_&_Kaplan/Foster_&_Kaplan-(US).jpg

The first couple of chapters of Creative Destruction are useful at providing some statistics on the degree of dynamism in U.S. companies over the past century or so.
In the rest of the book the authors present some interesting examples and refer to some useful research, but too often fall into the too-quick and too-easy management fad-advice mode—and Christensen and Raynor make a sound point in claiming that Foster and Kaplan sometimes oversell their main point.
Still there is some thought-provoking material here and there. I will be quoting a couple of the neater insights in the next couple of weeks.

Book discussed:
Foster, Richard N., and Sarah Kaplan. Creative Destruction: Why Companies That Are Built to Last Underperform the Market—and How to Successfully Transform Them. New York: Currency Books, 2001.

Japanese “Longevity” Due Partly to Government Over-Counting Centenarians

WataseMitsueJapanCentenerian2010-09-10.jpg“A Kobe city official, left, visited Mitsue Watase, 100, at her home last week as Japanese officials started a survey on the whereabouts of centenarians.” Source of caption and photo: online version of the NYT article quoted and cited below. Source of caption and photo: online version of the NYT article quoted and cited below.

Oskar Morgenstern is mainly known as the co-author with John von Neumann of the book that started game theory. But it may be that his most important contribution to economics is a little known book called On the Accuracy of Economic Observations. In that book he gave examples of social scientists theorizing to explain ‘facts’ that turned out not to be true (such as the case of the 14 year-old male widowers).
The point is that truth would be served by economists spending a higher percent of their time in improving the quality of data.
One can imagine Morgenstern sadly smiling at the case of the missing Japanese centenarians:

(p. 1) TOKYO — Japan has long boasted of having many of the world’s oldest people — testament, many here say, to a society with a superior diet and a commitment to its elderly that is unrivaled in the West.

That was before the police found the body of a man thought to be one of Japan’s oldest, at 111 years, mummified in his bed, dead for more than three decades. His daughter, now 81, hid his death to continue collecting his monthly pension payments, the police said.
Alarmed, local governments began sending teams to check on other elderly residents. What they found so far has been anything but encouraging.
A woman thought to be Tokyo’s oldest, who would be 113, was last seen in the 1980s. Another woman, who would be the oldest in the world at 125, is also missing, and probably has been for a long time. When city officials tried to visit her at her registered address, they discovered that the site had been turned into a city park, in 1981.
To date, the authorities have been unable to find more than 281 Japanese who had been listed in records as 100 years old or older. Facing a growing public outcry, the (p. 6) country’s health minister, Akira Nagatsuma, said officials would meet with every person listed as 110 or older to verify that they are alive; Tokyo officials made the same promise for the 3,000 or so residents listed as 100 and up.
The national hand-wringing over the revelations has reached such proportions that the rising toll of people missing has merited daily, and mournful, media coverage. “Is this the reality of a longevity nation?” lamented an editorial last week in The Mainichi newspaper, one of Japan’s biggest dailies.
. . .
. . . officials admit that Japan may have far fewer centenarians than it thought.
“Living until 150 years old is impossible in the natural world,” said Akira Nemoto, director of the elderly services section of the Adachi ward office. “But it is not impossible in the world of Japanese public administration.”

For the full story, see:
MARTIN FACKLER. “Japan, Checking on Its Oldest People, Finds Many Gone, Some Long Gone.” The New York Times, First Section (Sun., August 15, 2010): 1 & 6.
(Note: ellipses added.)
(Note: the online version of the article is dated August 14, 2010 and has the somewhat shorter title “Japan, Checking on Its Oldest, Finds Many Gone”; the words “To date” appear in the online, but not the print, version of the article.)

The Morgenstern book is:
Morgenstern, Oskar. On the Accuracy of Economic Observations. 2nd ed. Princeton: Princeton University Press, 1965.

Experts Ridiculed Amateur Who Died Before His Vindication

(p. 236) The Altamira cave, near Santander, near the Biscay coast, is 961 feet (263 meters) long, a cavern of chambers and passages, ending in a narrow defile known as the Horse’s Tail. A local landowner, Don Marcelino Sanz de Sautuola, noticed some black marks at the back of the cave in 1876, but thought nothing of them until his eight-year-old daughter Maria, bored with his excavations, wandered with a candle into a side chamber. “Toros! Toros!” she cried, in one classic, and seemingly authentic, tale of archaeological discovery. Father and daughter gazed in amazement at the colorful bison on the ceiling of the low chamber.

Sautuola noticed close similarities between the art and pictures of animals he had seen on antler and bone fragments from French rock shelters at an exhibition in Paris. He claimed that the Altamira bison were the work of Stone Age artists but was ridiculed by scholars for his pains. The unfortunate landowner was vindicated after his death by paintings and engravings discovered at La Mouthe and Les Combarelles caves in 1895 and 1901.

Source:
Fagan, Brian. Cro-Magnon: How the Ice Age Gave Birth to the First Modern Humans. New York: Bloomsbury Press, 2010.
(Note: italics in original.)

Cultures that Excel at the Practical Often Also Excel at the Sublime

According to the reasoning of the following passages, the same Cro-Magnons who created the wonderful cave paintings at Lascaux, were also the ones who created the highly effective laurel leaf projectile points.
It is often believed that the practical is in conflict with the sublime. The Solutreans may be one more example, in addition to that of entrepreneurial capitalism, that cultures that excel at the practical also excel at the sublime.
[The passages I quote are somewhat disjointed, so let me sketch how they fit together. The first sentence asserts that the Lascaux cave paintings are the prehistoric equal of the Sistine Chapel. The second passage describes the Salutreans’ highly practical laurel leaf projectile points. The final sentence asserts that the same Salutrean culture that invented the practical points, also painted the sublime cave at Lascaux.]

(p. 219) Lascaux had been sealed since the late Ice Age, so what the Abbe Henri Breuil soon called “the Sistine Chapel of Prehistory” was intact.
. . .
(p. 221) . . . The seasonal killing at Solutre resumed, but now the prey was reindeer rather than horses. This time, too, the hunters used not only bone-pointed spears hut also weapons bearing what French archaeologists rather elegantly call feuilles de laurier, “laurel leaves” . . . . These beautifully made stone projectile points do indeed look like idealized laurel leaves and stand out as exotic in otherwise unchanging tool kits of bone artifacts, burins, and scrapers. Those skilled enough to fabricate them had mastered a new (p. 222) stoneworking technology, which involved using an antler billet to squeeze off shallow flakes by applying sharp pressure along the edges of a blade. This technique–pressure flaking–produced thin, beautifully shaped yet functional spear points that were both lethal and lovely to look upon. Sometimes, the stoneworkers made what one might call rudimentary versions of the points using pressure flaking on but one side of the tool. On occasion, too, they made spearheads with a shoulder that served as the mount for the shaft. But the ultimate was the classic laurel leaf, flaked on both sides, beautifully regular and thin. Feuilles de laurier were never common, and indeed, some researchers wonder if they were, in fact, ceremonial tools and never used in the field. This seems unlikely, for they would have made tough, effective weapons for killing prey like reindeer.
. . .
If the Lascaux chronology is to be believed–and remember that the radiocarbon dates come from artifacts in the cave, not actual paintings–then Solutreans were the artists who painted there, . . .

Source:
Fagan, Brian. Cro-Magnon: How the Ice Age Gave Birth to the First Modern Humans. New York: Bloomsbury Press, 2010.
(Note: ellipses added; italics in original.)

Neanderthal “Innovation Was Rare”

(p. 42) Judging from slowly changing styles of stone axes, innovation was rare and technological change almost imperceptible. The rhythm of daily life varied little from one generation to the next, just as the lives of animals followed predictable and familiar paths of migration and dispersal, life and death. Humans were collaborative predators among predators, both hunters and the hunted, effective at survival thanks to their expertise with wooden spears, their stalking ability, and their painfully acquired knowledge of animals and plants. And, over two hundred millennia, they gradually evolved into the Neanderthals, the primordial Europeans encountered by the Cro-Magnons.

Source:
Fagan, Brian. Cro-Magnon: How the Ice Age Gave Birth to the First Modern Humans. New York: Bloomsbury Press, 2010.

Harry Frankfurt’s Critique of Postmodernist “Bullshit”

FrankfurtHarry2010-08-29.jpg

“Harry G. Frankfurt.” Source of caption and photo: online version of the NYT article quoted and cited below.

(p. 29) Q: Your new book, “On Truth,” is a sequel to “On Bull–,” a slim philosophical tract published by Princeton University Press that became an accidental best seller last year.
What do you mean by accidental? People didn’t know they were buying it?
. . .

In your new book, you are especially critical of academics and their theories of postmodernism, which treat all truth as an artificial construction as opposed to an independent reality.
I used to teach at Yale, which was at one time a center of postmodernist literary theory. Derrida was there. Paul de Man was there. I originally wrote the bull– essay at Yale, and a physics professor told me that it was appropriate that this essay should have been written at Yale, because, after all, he said, Yale is the bull– capital of the world.
But there is probably far more bull– in politics and entertainment than in academia.
I hope so!
What about in philosophy, which you still teach?
I think there is a certain amount of bull– in philosophy — people pretending to have important ideas when they don’t and obscuring the fact by using a lot of impenetrable language.

For the full interview, see:
DEBORAH SOLOMON. “Questions for Harry G. Frankfurt; Fighting Bull .” The New York Times, Magazine Section (Sun., October 22, 2006): 29.
(Note: ellipsis added; bold in original print version, to indicate questions by Deborah Solomon.)

The reference to the first book is:
Frankfurt, Harry G. On Bullshit. Princeton, NJ: Princeton University Press, 2005.

The reference to the sequel is:
Frankfurt, Harry G. On Truth. New York: Alfred A. Knopf, 2006.

OnBullshitBK2010-08-29.jpgOnTruthBK2010-08-29.jpg

Source of book image on left: http://2.bp.blogspot.com/_T_py15A4TNY/SI9o5-lJ-3I/AAAAAAAAABc/ui9BmdO4Dns/s400/On+Bullshit.jpg

Source of book image on right: http://www.coverbrowser.com/image/bestsellers-2006/509-1.jpg

Compared to the Neanderthals, the Cro-Magnons Had “an Ongoing Culture of Innovation”

In an earlier entry Fagan discusses the eyed needle as key technological advantage of the Cro-Magnons over the Neanderthals. In the passage quoted below, he discusses some other key differences between the two human species.

(p. 14) We know from their art that they looked at their world with more than practical eyes, through a lens of the intangible that changed constantly over the generations. It was this symbolism, these beliefs, as much as their technological innovations and layered clothing, that gave them the decisive advantage over their neighbors in the seesawlike climatic world of the late Ice Age. There were more of them living in larger groups than there were Neanderthals, too, so there were more intense social interactions, much greater food gathering activity from an early age, and an ongoing culture of innovation that came (p. 15) from a growing sophistication of language, advances in technology, and a greater life expectancy. In a world where all knowledge passed orally from one generation to the next, this enhanced cultural buffer between the moderns and the harsh climate provided an extra, albeit sometimes fragile, layer of protection during the intense cold of the so-called Last Glacial Maximum, from 21,500 to 18,000 years ago.

Source:
Fagan, Brian. Cro-Magnon: How the Ice Age Gave Birth to the First Modern Humans. New York: Bloomsbury Press, 2010.

Charles II Took a Gamble on Toleration

GamblingManBK2010-09-01.jpg

Source of book image: online version of the WSJ review quoted and cited below.

(p. A19) Early in “A Gambling Man,” a detailed and thoroughly engrossing examination of the Restoration’s first decade, Jenny Uglow notes that Charles Stuart, upon his ascension, “wanted passionately to be seen as the healer of his people’s woes and the glory of his nation.” Cromwell’s regime had featured constant war and constant taxes. The population was bitterly divided among Anglicans, Catholics and dissenting Protestants–Presbyterians, Puritans, Quakers, Baptists. A huge standing army had burdened the people financially and frightened them; such an army, it was not unreasonably thought, could be used to impose a tyranny.
. . .
As a result of such divisions, Charles became a “gambler,” as Ms. Uglow puts it–not at cards or gaming tables but at affairs of state. His biggest gamble was on something he fervently wanted to achieve: religious toleration for all sects and the freedom for Englishmen to follow their own “tender consciences” in individual worship. He forwarded this policy in Parliament only to receive his first major defeat with the passage of the Corporation Act, a law that took the power of corporations (governing towns and businesses) away from Nonconformists and handed it back to the Church of England. Charles had gambled on “the force of reasonable argument,” Ms. Uglow says, but was ultimately defeated “by the entrenched interests of the [Anglican] Church” and “the deep-held suspicions” of Parliament, which believed that England’s dissenting sects posed a persistent threat. That Charles was willing to go head-to-head with Parliament for such a cause, even in failure, was especially audacious, considering his father’s fate.
. . .
In his desire to be a monarch of the people, Charles was determined to make himself accessible–in the early days of his reign he threw open the palace of Whitehall to all comers. He gambled, with some success, that (in Ms. Uglow’s words) “easy access would make people of all views feel they might reach him, preventing conspiracies.” During the 1666 Great Fire of London he and his brother, James, duke of York, went out into the streets and put themselves alongside soldiers and workmen. They could be seen “filthy, smoke-blackened and tired,” frantically creating a firebreak as the blaze consumed London like a monstrous beast.

For the full review, see:
NED CRABB. “BOOKSHELF; Risky Business; A bitterly divided nation, a monarchy splendiferously restored..” The Wall Street Journal (Fri., NOVEMBER 27, 2009): A19.
(Note: ellipses added; bracketed word in original.)
(Note: the online version of the review is dated NOVEMBER 26, 2009.)

Book being reviewed:
Uglow, Jenny. A Gambling Man: Charles II’s Restoration Game. New York: Farrar, Straus and Giroux, 2009.

Brit Papers Survived Due to “the Gratifying Defeat of the Luddite Unions by Rupert Murdoch”

EvansHarold2010-09-01.jpg

“Evans says: “Ultimately, Mrs Thatcher was the reason I was fired, because I attacked her so much.” Source of caption and photo: online version of The Independent on Sunday article quoted and cited below.

(p. 12) As a condition of acquiring both The Times and The Sunday Times in early 1981, Murdoch promised that the independence of each would be protected by a board of directors, and made other solemn guarantees.

“On this basis,” Evans wrote in Good Times, Bad Times, “I accepted Rupert Murdoch’s invitation to edit The Times on February 17 1981. My ambition,” he admitted, “got the better of my judgement.” Every assurance regarding editorial independence, he added, was blithely disregarded.
On 9 March 1982, the day after he’d come back from burying his father at Bluebell Wood cemetery in Prestatyn, Harold Evans was sacked.
“Ultimately,” he says, “Mrs Thatcher was the reason I was fired. Because I was attacking her so much. When she started to dismantle the British economy, the most cogent critic of that policy which led, OK, to… a lot of things… was The Sunday Times. I wrote 70 per cent of that criticism myself. When I became editor of The Times, I continued to criticise monetarism. But I could still see some of the good things about her.”
“Just remind us?”
“I’m thinking – and you probably won’t agree with this because I sense that you’re a firm supporter of the NUJ [National Union of Journalists] – mainly of her dealings with the unions.”
“How do you feel about her now?”
“I think she is a very brave woman.”
“Hitler was brave.”
“Yes, but… she was right about terrorism. She was right about the IRA.”
“Do you think Britain would be a better place if she’d never existed?”
“No. I think Britain benefited from her having been there. Britain was becoming so arthritic with labour restrictions.”
Good Times, Bad Times is an unforgiving portrait of Rupert Murdoch.”
. . .
(p. 13) [Evans] has called Rupert Murdoch elitist, anti-democratic, and asserted that the Australian cares nothing about the opinion of others, so long as his business expands. This is the same man who refers to “the gratifying defeat of the Luddite unions by Rupert Murdoch”.
. . .
“So how do you feel about the Murdoch empire now?”
Evans pauses. “I’m not that familiar with the British… OK. Let’s take an alternative scenario. Murdoch never arrives. I manage to take control of The Sunday Times with the management buyout. Then I get defeated by the unions. The Independent wouldn’t be here. Rival papers survived because they got the technology. Thanks to Murdoch.”

For the full interview, see:
Robert Chalmers, Interviewer. “Harold Evans: ‘All I tried to do was shed a little light’.” The Independent on Sunday (Sun., June 13, 2010): 8 & 10-13.
(Note: free-standing ellipsis, between paragraphs, added; internal ellipses in original; italics in original; bracketed name added in place of “he.”)

The Crucial Invention that Cro-Magnon’s Had and Neanderthals Lacked: the Eyed Needle

(p. 13) Both Neanderthals and Cro-Magnons coped effortlessly with abrupt climatic changes from near-temperate to extremely frigid conditions. How well, however, the Neanderthals were able to deal with deep snow cover and long months of subzero temperatures is a matter of ongoing debate. They lacked what was, perhaps, one of the most revolutionary inventions in history, and an inconspicuous one at that: the eyed needle, fashioned from a sliver of antler, bone, or ivory. If their expertise with antler is any guide, the Cro-Magnons must have been adept woodworkers in the more temperate environments of southwestern Asia. When they moved north, they settled oil a continent where antler and hone were potential replacements for wood, and where mammoth and other large animal hones had to be used as fuel in more treeless environments. With brilliant opportunism, they used small stone chisels to remove fine splinters from antler and bone, which they then ground and polished into slender needles. Carefully fashioned stone awls served as drills to make the holes for the thongs that served as thread, substitutes for the vegetable fibers used with wooden needles in their ancestral homes.

Every Cro-Magnon, man, woman, and child, must have been aware that protection from clothing came in layers, that warmth escaped from the head and extremities. As we will see, an indirect source of information on the garments they wore is the traditional clothing used by Eskimo and lntuit in very cold environments–the argument being that there are only a limited number of ways in which layered, cold-weather clothing can be fashioned from hides and skins. The needle allowed women to tailor garments from the fur and skin of different animals, such as wolves, reindeer, and arctic foxes, taking full advantage of each hide or pelt’s unique qualities to reduce the dangers of frostbite and hypothermia in environments of rapidly changing extremes.

Source:
Fagan, Brian. Cro-Magnon: How the Ice Age Gave Birth to the First Modern Humans. New York: Bloomsbury Press, 2010.