“Surprisingly Weak Correlation” Between Measures of Maximum Performance and Typical Performance

(p. C12) In the early 1980s, Paul Sackett, a psychologist at the University of Minnesota, began measuring the speed of cashiers at supermarkets. Workers were told to scan a few dozen items as quickly as possible while a scientist timed them. Not surprisingly, some cashiers were much faster than others.

But Mr. Sackett realized that this assessment, which lasted just a few minutes, wasn’t the only way to measure cashier performance. Electronic scanners, then new in supermarkets, could automatically record the pace of cashiers for long stretches of time. After analyzing this data, it once again became clear that levels of productivity varied greatly.
Mr. Sackett had assumed that these separate measurements would generate similar rankings. Those cashiers who were fastest in the short test should also be the fastest over the long term. But instead he found a surprisingly weak correlation between the rankings, leading him to distinguish between two types of personal assessment. One measures “maximum performance”: People who know they’re being tested are highly motivated and focused, just like those cashiers scanning a few items while being timed.
The other type measures “typical performance”–measured over long periods of time, as when Mr. Sackett recorded the speed of cashiers who didn’t know they were being watched. In this sort of test, character traits that have nothing to do with maximum performance begin to influence the outcome. Cashiers with speedy hands won’t have fast overall times if they take lots of breaks.
. . .
The problem, of course, is that students don’t reveal their levels of grit while taking a brief test. Grit can only be assessed by tracking typical performance for an extended period. Do people persevere, even in the face of difficulty? How do they act when no one else is watching? Such traits often matter more than raw talent. We hear about them in letters of recommendation, but hard numbers take priority.
The larger lesson is that we’ve built our society around tests of performance that fail to predict what really matters: what happens once the test is over.

For the full commentary, see:
JONAH LEHRER. “Measurements That Mislead; From the SAT to the NFL, the problem with short-term tests.” The Wall Street Journal (Sat., APRIL 2, 2011): C12.
(Note: ellipsis added.)

The classic article correlating maximum and typical performance, is:
Sackett, Paul R., Sheldon Zedeck, and Larry Fogli. “Relationships between Measures of Typical and Maximum Performance.” Journal of Applied Psychology 73 (1988): 482-86.

Income Inequality Makes People Happy When It Gives Them Hope

(p. A19) If the royal family were to utilize Kate’s background to help encourage and spread this culture of entrepreneurship, the effects in Britain–and possibly much of the world–could be incredible. The people of the United Kingdom would be much richer, and not just in material terms. “Earned success gives people a sense of meaning about their lives,” writes the social scientist Arthur Brooks, who is president of the American Enterprise Institute think tank.

Indeed, studies show that in both the U.S. and U.K., many blue- and white-collar workers prefer to have the opportunity to advance, even if this means a less equal income distribution. A study of thousands of British employees by Andrew Clark, associate chair of the Paris School of Economics, found that measures of these workers’ happiness actually rose as their demographic group’s average income increased relative to their own.

These findings suggests that as people see members of their peer group gain wealth–even surpassing them–it gives them hope that they can improve their lot as well. As Mr. Clark put it in his study of British workers, “income inequality . . . need not be harmful for economic growth” if it “contains an aspect of opportunity.”

For the full story, see:
JOHN BERLAU. “The Entrepreneurs’ Princess; For centuries in Britain, commercial activities were looked down upon by the aristocracy, whose wealth lay in landownership.” Wall Street Journal (Thurs., APRIL 28, 2011): A17.

Data on Race Are Muddled by Melting Pot

LopezMullinsRaceGraph2011-05-09.jpgSource of graph: online version of the NYT article quoted and cited below.

(p. A1) The federal Department of Education would categorize Michelle López-Mullins — a university student who is of Peruvian, Chinese, Irish, Shawnee and Cherokee descent — as “Hispanic.” But the National Center for Health Statistics, the government agency that tracks data on births and deaths, would pronounce her “Asian” and “Hispanic.” And what does Ms. López-Mullins’s birth certificate from the State of Maryland say? It doesn’t mention her race.

Ms. López-Mullins, 20, usually marks “other” on surveys these days, but when she filled out a census form last year, she chose Asian, Hispanic, Native American and white.
The chameleon-like quality of Ms. López-Mullins’s racial and ethnic identification might seem trivial except that statistics on ethnicity and race are used for many important purposes. These include assessing disparities in health, education, employment and housing, enforcing civil rights protections, and deciding who might qualify for special consideration as members of underrepresented minority groups.
But when it comes to keeping racial statistics, the nation is in transition, moving, often without uniformity, from the old “mark one (p. A17) box” limit to allowing citizens to check as many boxes as their backgrounds demand. Changes in how Americans are counted by race and ethnicity are meant to improve the precision with which the nation’s growing diversity is gauged: the number of mixed-race Americans, for example, is rising rapidly, largely because of increases in immigration and intermarriage in the past two decades. (One in seven new marriages is now interracial or interethnic.)
In the process, however, a measurement problem has emerged. Despite the federal government’s setting standards more than a decade ago, data on race and ethnicity are being collected and aggregated in an assortment of ways. The lack of uniformity is making comparison and analysis extremely difficult across fields and across time.

For the full story, see:
SUSAN SAULNY. “Race Remixed; In Multiracial Nation, Many Ways to Tally Can Throw Off Some Numbers.” The New York Times, First Section (Thurs., February 10, 2011): A1 & A17.
(Note: the online version of the story is dated February 9, 2011 and has the title “Race Remixed; Counting by Race Can Throw Off Some Numbers.”)

“The Really Good People Want Autonomy”

BethuneGordonContinentalAirlinesFormerCEO2011-03-09.jpg

“Gordon M. Bethune, chief executive of Continental Airlines from 1994 to 2004, says that “being good at your job is predicated pretty much on how the people working for you feel.”” Source of caption and photo: online version of the NYT article quoted and cited below.

Gordon Bethune is usually given credit for introducing marginal cost pricing to the airline industry, and thereby bringing Continental Airlines back from bankruptcy.
His views on how to hire and manage employees are worth serious consideration:

(p. 2) Q. How do you hire people?

A. The really good people want autonomy — you let me do it, and I’ll do it. So I told the people I recruited: “You come in here and you’ve got to keep me informed, but you’re the guy, and you’ll make these decisions. It won’t be me second-guessing you. But everybody’s going to win together. We’re part of a team, but you’re going to run your part.” That’s all they want. They want a chance to do it.

For the full interview Adam Bryant conducted with Gordon Bethune, see:
Gordon M. Bethune. “Corner Office; Remember to Share the Stage.” The New York Times, SundayBusiness Section (Sun., January 3, 2010): 2.
(Note: the online version of the article is dated January 2, 2010.)

Egypt’s Urban Decline as Cause (or Symptom) of Slow Growth

EgyptUrbanChangeAndGrowthGraphs2011-02-27.jpg

Source of graphs: online version of the NYT article quoted and cited below.

We all know that correlation is not the same as causation. The main cause of Egypt’s slow growth is its lack of institutions and policies supporting entrepreneurial capitalism, and not the decline of Egyptian cities. (But the decline of Egyptian cities does not help.)

(p. B1) Since then, the cities of Asia have expanded rapidly, drawing in millions of peasant farmers looking for a better life — and, more often than not, finding it. Almost 50 percent of East Asians now live in cities. And Egypt? It is the only large country to have become less urban in the last 30 years, according to the World Bank. About 43 percent of Egyptians are city dwellers today.

This urban stagnation helps explain Egypt’s broader stagnation. As tough as city life in poor countries can be, it’s also fertile ground for economic growth. Nearly everything can be done more efficiently in a well-run city, be it plumbing, transportation or the generation of new ideas and businesses. “Being around other people,” says Paul Romer, the economist and growth expert, “helps make us smarter.”
Edward Glaeser, a Harvard economist (and weekly contributor to the Times’s Economix blog), has just published a book, “The Triumph of the City, making the case that cities are humanity’s greatest invention. Countries that become more urban tend to become far more productive, Mr. Glaeser writes. The effect is even bigger for poor countries than rich ones.
. . .
Three researchers — Michael Clemens, Lant Pritchett and Claudio Montenegro — recently found a novel way to measure how well various countries use the workers they have. The three compared the wages of immigrants to the United States with the wages of similar workers from the same country who remained home.
A 35-year-old urban Egyptian man with a high school education who moves to the United States can expect an incredible eightfold increase in living standards, the researchers found. Immigrants from only two countries, Yemen and Nigeria, receive a larger boost. In effect, these are the countries with the biggest gap between what their workers can produce in a different environment and what they are actually producing at home.
No wonder 19 percent of Egyptians told Gallup (well before the protests) that they would move to another country if they could. Mr. Clemens says that for every green card the United States awarded in a recent immigration lottery, 146 Egyptians had applied.

For the full commentary, see:
DAVID LEONHARDT. “Economic Scene; For Egypt, a Fresh Start, With Cities.” The New York Times (Weds., February 16, 2011): B1 & B11.
(Note: ellipsis added.)
(Note: the online version of the article was dated February 15, 2011.)

The scholarly article summarized is:
Clemens, Michael, Claudio Montenegro, and Lant Pritchett. “The Place Premium: Wage Differences for Identical Workers across the Us Border.” HKS Faculty Research Working Paper Series # RWP09-004, January 2009.

The Glaeser book is:
Glaeser, Edward L. Triumph of the City: How Our Greatest Invention Makes Us Richer, Smarter, Greener, Healthier, and Happier. New York: Penguin Press, 2011.

Occupational Licensing Adds Billions a Year to Cost of Services

PercentageWorkersLicensedGraph2011-02-27.jpg

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

(p. A1) . . . economists–and workers shut out of fields by educational requirements or difficult exams–say licensing mostly serves as a form of protectionism, allowing veterans of the trade to box out competitors who might undercut them on price or offer new services.

“Occupations prefer to be li-(p. A16)censed because they can restrict competition and obtain higher wages,” said Morris Kleiner, a labor professor at the University of Minnesota. “If you go to any statehouse, you’ll see a line of occupations out the door wanting to be licensed.”
While some states have long required licensing for workers who handle food or touch others–caterers and hair stylists, for example–economists say such regulation is spreading to more states for more industries. The most recent study, from 2008, found 23% of U.S. workers were required to obtain state licenses, up from just 5% in 1950, according to data from Mr. Kleiner. In the mid-1980s, about 800 professions were licensed in at least one state. Today, at least 1,100 are, according to the Council on Licensure, Enforcement and Regulation, a trade group for regulatory bodies. Among the professions licensed by one or more states: florists, interior designers, private detectives, hearing-aid fitters, conveyor-belt operators and retailers of frozen desserts.
. . .
Mr. Kleiner, of the University of Minnesota, looked at census data covering several occupations that are regulated in some states but not others, including librarians, nutritionists and respiratory therapists. He found that employment growth in those professions was about 20% greater, on average, in the unregulated states between 1990 and 2000.
Licensing can also drive up costs to consumers. Licensed workers earn, on average, 15% more than their unlicensed counterparts in other states–a premium that may be reflected in their prices, according to a study published by the National Bureau of Economic Research and conducted by Mr. Kleiner and Alan Krueger, an economist at Princeton University.
Mr. Kleiner estimates that across the U.S. economy, occupational licensing adds at least $116 billion a year to the cost of services, which amounts to about 1% of total consumer spending. In a look at dentistry, Mr. Kleiner found that the average price of dental services rose 11% when a state made it more difficult to get a dental license.

For the full story, see:

STEPHANIE SIMON. “A License to Shampoo: Jobs Needing State Approval Rise.” The Wall Street Journal (Mon., February 7, 2011): A1 & A16.

(Note: ellipses added.)

JobsNeedingStateLicenseTable2011-02-27cropped.jpg“Some of the jobs that require licensing in one or more states.” Source of caption and table: online version of the WSJ article quoted and cited above.

Luddism in 1811 England

(p. 243) The stockingers began in the town of Arnold, where weaving frames were being used to make cut-ups and, even worse, were being operated by weavers who had not yet completed the seven-year apprenticeship that the law required. They moved next to Nottingham and the weaver-heavy villages surrounding it, attacking virtually every night for weeks, a few dozen men carrying torches and using prybars and hammers to turn wooden frames–and any doors, walls, or windows that surrounded them–into kindling. None of the perpetrators were arrested, much less convicted and punished.

The attacks continued throughout the spring of’ 1811, and after a brief summertime lull started up again in the fall, by which time nearly one thousand weaving frames had been destroyed (out of the 25.000 to 29,000 then in Nottingham, Leicestershire, and Derbyshire), resulting in damages of between £6,000 and £10.000. That November, a commander using the nom de sabotage of Ned Ludd (sometimes Lud)–the name was supposedly derived from an apprentice to a Leicester stockinger named Ned Ludham whose reaction to a reprimand was to hammer the nearest stocking frame to splinters–led a series of increasingly daring attacks throughout the Midlands. On November 13, a letter to the Home Office demanded action against the “2000 men, many of them armed, [who] were riotously traversing the County of Nottingham.”
By December 1811, rioters appeared in the cotton manufacturing capital of Manchester, where Luddites smashed both weaving and spinning machinery. Because Manchester was further down the path to industrialization, and therefore housed such machines in large factories as opposed to small shops, the destruction demanded larger, and better organized, mobs.

Source:
Rosen, William. The Most Powerful Idea in the World: A Story of Steam, Industry, and Invention. New York: Random House, 2010.
(Note: italics and bracketed word in original.)

After a Series of Anonymous Threats, Cartwright Power Looms Were Burned Down

(p. 239) Cartwright constructed twenty looms using his design and put them to work in a weaving “shed” in Doncaster. He further agreed to license the design to a cotton manufacturer named Robert Grimshaw, who started building five hundred Cartwright looms at a new mill in Manchester in the spring of 1792. By summertime, only a few dozen had been built and installed, but that was enough to provoke Manchester’s weavers, who accurately saw the threat they represented. Whether their anger flamed hot enough to burn down Grimshaw’s mill remains unknown, but something certainly did: In March 1792, after a series of anonymous threats, the mill was destroyed.

Cartwright’s power looms were not the first textile machines to be attacked, and they would not be the last.

Source:
Rosen, William. The Most Powerful Idea in the World: A Story of Steam, Industry, and Invention. New York: Random House, 2010.

Healthy Longevity Can Mean You “Get a Do-Over in Life”

PoolGidComic2011-02-02.jpg “Gid Pool performing at the Buford Variety Theater . . . ” Source of caption and photo: online version of the WSJ article quoted and cited below.

(p. R1) It’s easy, these days, to think about later life and retirement as limiting. And with good reason: The economy remains fragile; nest eggs are smaller than they should be; and Social Security and Medicare are looking pale. Millions of people are delaying retirement and scaling back plans for the future.

And then there’s Gid Pool.
Almost five years ago, on something of a lark, he enrolled in a class near his home in North Port, Fla., that taught stand-up comedy. He was 61 years old. Today, he performs in clubs, theaters, colleges and corporate settings throughout much of the South, playing at times to hundreds of people and clearing as much as $1,000 an evening. For good measure, he spends, on average, a week each month on cruise ships, where he teaches comedy classes.
. . .
“I was thinking last night about how lucky I am, at this stage in my life, to have something that really gets me up in the morning,” he says. “I saw my grandfather, an engineer on the Illinois Central Railroad, turn my age with a body beaten down by his daily job. My father was a pilot in World War II and suffered all his adult life from an injury in a plane crash.
“Today I’m part of a generation that has literally been given a second chance to live a first life. People say you don’t get a do-over in life. I beg to differ.”

For the full story, see:
GLENN RUFFENACH. “Did You Hear the One About the Retired Real-Estate Agent? He became a stand-up comedian. And he has never been happier.” The Wall Street Journal (Mon., December 20, 2010): R1 & R9.
(Note: ellipsis added.)

What Motivated Paterno to Win 400 Games—“Gettin’ Paid”

Paterno400WinsGettinPaidClip.jpgSource of image: screen capture from YouTube clip referenced below.

What motivates employees? Economists have emphasized pay as the primary incentive, while recognizing that there may be “compensating differentials” for aspects of the work that are pleasant or unpleasant.
In recent years many non-economists, such as Daniel Pink in Drive, have emphasized non-pecuniary incentives.
Joe Paterno entered the debate at age 83, after he became the first major college coach to win 400 games on November 6, 2010.
Right after the victory, he was interviewed on the field by “Heather” of ESPN. Starting at 1:33 seconds into the clip referenced below, here is the key dialogue:

Heather: “Coach Paterno, what has motivated you to get to this point?”

Paterno: “Oh geez, I don’t know—gettin’ paid.”

Source: YouTube clip at http://www.youtube.com/watch?v=jQzdVeYtm5w
(Note: the clip was posted on 11/6/10 by shellymic and has the title “Joe Pa FIRST to 400 Wins!”)

Artisan’s Skills Were Still Required for Kay’s Flying Shuttle

(p. 223) Kay’s flying shuttle made it possible for weavers to produce a wider product, which they called “broadloom,” but doing so was demanding. Weaving requires that the weft threads be under constant tension in order to make certain that each one is precisely the same length as its predecessor; slack is the enemy of a properly woven cloth. Using a flying shuttle to carry weft threads through the warp made it possible to weave a far wider bolt of cloth, but the required momentum introduced the possibility of a rebound, and thereby a slack thread. Kay’s invention still needed a skilled artisan to catch the shuttle and so avoid even the slightest bit of bounce when it was thrown across the loom.

Source:
Rosen, William. The Most Powerful Idea in the World: A Story of Steam, Industry, and Invention. New York: Random House, 2010.