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Showing posts with label measurement. Show all posts
Showing posts with label measurement. Show all posts

Thursday, 16 November 2017

UK GDP - The measurement that holds economic statistics back from reality

Diane Coyle in The FT


It is faintly surprising that one of the liveliest areas of economics these days is the question of measurement, and what relation published statistics bear to what is happening in the economy. Statistics do not usually inspire excitement. 

This attention reflects the convergence of two strands of scepticism about the existing statistics, and in particular gross domestic product. One is the “productivity puzzle” and to what extent the mis-measurement of digital phenomena helps explain the slow rate of productivity growth. The other is the longstanding critique of GDP as a meaningful measure of progress, for reasons of environmental sustainability or other contributors to society’s wellbeing. 

The two converge on the distinction between the aggregate amount of marketed economic activity and total economic welfare. The conventional statement about GDP is that it is only meant to count the former, not the latter. GDP does not capture environmental factors or consider income distribution. But as long as that gap has been roughly constant, GDP growth has been a good enough measure of improvement in economic welfare. 

Perhaps the wedge between total marketed economic activity and welfare is increasing because of the pace of technological change, but statistics have never captured the human gains from advances in periods of innovation, whether in medicines or the internet. 

This case for the defence of GDP is fundamentally weak, however. It in fact includes many non-marketed activities, yet excludes other productive activity. Business and government count as “the economy” but voluntary and household activities do not. 

Postwar social changes — a rising proportion of women working outside the home, and the increased purchases of prepared foods, professional childcare, domestic appliances and so on — have flattered the official productivity statistics for decades. 

More subtly, the statistics blur the distinction between marketed economic activity and increases in economic welfare that cannot be priced by converting nominal GDP into “real” terms. 

Economists and statisticians are beginning to accept that our framework for economic statistics needs to change. Some argue for developing better “satellite” accounts, where all the interesting data about the environment or the household are collated. But why should all the pressing questions be satellites? 

GDP could certainly be improved. In one of the joint winners of the Indigo Prize essay competition, a team led by Carol Corrado and Jonathan Haskel, proposed better measurement of services and intangibles, and direct measurement of the economic welfare being created by digital goods. The other winning essay — which I co-authored with Benjamin Mitra-Kahn — proposed similar incremental changes as an interim step. 

We opted for better measurement of intangibles, adjusting for the distribution of income, and removing unproductive financial activity. The long-term recommendation was more radical: ditching GDP as the metric of progress in favour of measures of access to different kinds of assets, including financial wealth but also natural capital, intangible assets, infrastructure and human and social capital. 

This was inspired by Amartya Sen’s idea that prosperity consists in people having the capabilities needed to lead the life they would find meaningful; and by the need to get away from measuring economic progress only through the short-term flow of activity. There is no sustainability without a balance sheet. 

Perhaps neither the incremental nor the radical is the right approach. Reform will take time because there needs to be consensus about how to change; statistical standards are like technical standards. But I am now confident that in another 10 or 20 years GDP will have been dethroned.

Wednesday, 12 October 2016

Nobel prize winners’ research worked out a theory on worker productivity – then Amazon and Deliveroo proved it wrong

Ben Chu in The Independent


Financial incentives are important. We all know that’s true. If you were offered a job that paid £10 an hour and then someone else came up offering to pay you £11 an hour for identical work, which one would you choose?

Most of us would also accept that well-designed employment contracts can get more out of us. If we could take home more money for working harder (or more effectively), most of us would.

Bengt Holmstrom won the Nobel economics prize this week for his theoretical research on the optimum design for a worker’s contract to encourage the individual to work as productively as possible.

The work of Holmstrom and his fellow Nobel laureate, Oliver Hart, is subtle, recognising that the complexity of the world can cause simplistic piece-rate contracts or bonus systems to yield undesirable results.

For instance, if you pay teachers more based on exam results, you will find they “teach to the test” and neglect other important aspects of children’s education. If you reward CEOs primarily based on the firm’s share price performance you will find that they focus on boosting the short-term share price, rather than investing for the long-term health of the company.

Holmstrom and Hart also grappled with the problem of imperfect information. It is hard to measure an individual worker’s productivity, particularly when they are engaged in complex tasks.

So how can you design a contract based on individual performance? Holmstrom’s answer was that where measurement is impossible, or very difficult, pay contracts should be biased towards a fixed salary rather than variable payment for performance.

Yet when information on an employee’s performance is close to perfect, there can also be problems.

The information problem seems to be on the way to resolution in parts of the low-skill economy. Digital technology allows much closer monitoring of workers’ performance than in the past. Pickers at Amazon’s Swansea warehouse are issued with personal satnav computers which direct them around the giant warehouse on the most efficient routes, telling them which goods to collect and place in their trolleys. The devices also monitor the workers’ productivity in real time – and those that don’t make the required output targets are “released” by the management.

The so-called “gig economy” is at the forefront of what some are labelling “management by algorithm”. The London-founded cycling food delivery service app Deliveroo recently tried to implement a new pay scale for riders. The company’s London boss said this new system based on fees per delivery would increase pay for the most efficient riders. UberEats – Uber's own meal delivery service – attempted something similar.

Yet the digital productivity revolution is encountering some resistance. The proposed changes by UberEats and Deliveroo provoked strikes from their workers. And there is a backlash against Amazon’s treatment of warehouse workers.

It is possible that some of this friction is as much about employment status as contract design and pay rates. One of the complaints of the UberEats and Deliveroo couriers is that they are not treated like employees at all.

It may also reflect the current state of the labour market. If people don’t want to work in inhuman warehouses or for demanding technology companies, why don’t they take a job somewhere else? But if there are not enough jobs in a particular region, people may have no choice. The employment rate is at an all-time high, but there’s still statistical evidence that many workers would like more hours if they could get them.

Yet the new technology does pose tough questions about worker treatment. And there is no reason why these techniques of digital monitoring of employees should be confined to the gig economy or low-skill warehouse jobs.

One US tech firm called Percolata installs sensors in shops that measure the volume of customers and then compare that with the sales per employee. This allows managements to make a statistical adjustment for the fact that different shops have different customer footfall rates – it fills in the old information blanks. The result is a closer reading of an individual shop worker’s productivity.

Workers who do better can be awarded with more hours. “It creates this competitive spirit – if I want more hours, I need to step it up a bit,” Percolata’s boss told the Financial Times.

It’s possible to envisage these kinds of digital monitoring techniques and calculations being rolled out in a host of jobs and bosses making pay decisions on the basis of detailed productivity data. But one doesn’t have to be a neo-Luddite to feel uncomfortable with these trends. It’s not simply the potential for tracking mistakes by the computers and flawed statistical adjustments that is problematic, but the issue of how this could transform the nature of the workspace.

Financial incentives matter, yet there is rather more to the relationship between a worker and employer than a pay cheque. Factors such as trust, respect and a sense of common endeavour matter too – and can be important motivators of effort.

If technology meant we could design employment contracts whereby every single worker was paid exactly according to his or her individual productivity, it would not follow that we necessarily should.

Wednesday, 25 November 2015

Consume more, conserve more: sorry, but we just can’t do both

Economic growth is tearing the planet apart, and new research suggests that it can’t be reconciled with sustainability

George Monbiot in The Guardian

We can have it all: that is the promise of our age. We can own every gadget we are capable of imagining – and quite a few that we are not. We can live like monarchs without compromising the Earth’s capacity to sustain us. The promise that makes all this possible is that as economies develop, they become more efficient in their use of resources. In other words, they decouple.

There are two kinds of decoupling: relative and absolute. Relative decoupling means using less stuff with every unit of economic growth; absolute decoupling means a total reduction in the use of resources, even though the economy continues to grow. Almost all economists believe that decoupling – relative or absolute – is an inexorable feature of economic growth.

On this notion rests the concept of sustainable development. It sits at the heart of the climate talks in Paris next month and of every other summit on environmental issues. But it appears to be unfounded.

A paper published earlier this year in Proceedings of the National Academy of Sciences proposes that even the relative decoupling we claim to have achieved is an artefact of false accounting. It points out that governments and economists have measured our impacts in a way that seems irrational.

Here’s how the false accounting works. It takes the raw materials we extract in our own countries, adds them to our imports of stuff from other countries, then subtracts our exports, to end up with something called “domestic material consumption”. But by measuring only the products shifted from one nation to another, rather than the raw materials needed to create those products, it greatly underestimates the total use of resources by the rich nations.

For instance, if ores are mined and processed at home, these raw materials, as well as the machinery and infrastructure used to make finished metal, are included in the domestic material consumption accounts. But if we buy a metal product from abroad, only the weight of the metal is counted. So as mining and manufacturing shift from countries such as the UK and the US to countries like China and India, the rich nations appear to be using fewer resources. A more rational measure, called the material footprint, includes all the raw materials an economy uses, wherever they happen to be extracted. When these are taken into account, the apparent improvements in efficiency disappear.


Europe’s largest coal-fired power plant, in Belchatow, Poland. ‘New analysis suggests that in the EU, the US, Japan and the other rich nations, there have been ‘no improvements in resource productivity at all’.’ Photograph: Kacper Pempel/Reuters

In the UK, for instance, the absolute decoupling that the domestic material consumption accounts appear to show is replaced with an entirely different chart. Not only is there no absolute decoupling; there is no relative decoupling either. In fact, until the financial crisis in 2007, the graph was heading in the opposite direction: even relative to the rise in our gross domestic product, our economy was becoming less efficient in its use of materials. Against all predictions, a recoupling was taking place.

While the OECD has claimed that the richest countries have halved the intensity with which they use resources, the new analysis suggests that in the EU, the US, Japan and the other rich nations, there have been “no improvements in resource productivity at all”. This is astonishing news. It appears to makes a nonsense of everything we have been told about the trajectory of our environmental impacts.

I sent the paper to one of Britain’s leading thinkers on this issue, Chris Goodall, who has argued that the UK appears to have reached “peak stuff”: in other words, there has been a total reduction in our use of resources, otherwise known as absolute decoupling. What did he think?

To his great credit, he responded that “broadly, of course, they are right”, even though the new analysis appears to undermine the case he has made. He did have some reservations, however, particularly about the way in which the impacts of construction are calculated. I also consulted the country’s leading academic expert on the subject, Professor John Barrett. He told me that he and his colleagues had conducted a similar analysis, in this case of the UK’s energy use and greenhouse gas emissions, “and we find a similar pattern”. One of his papers reveals that while the UK’s carbon dioxide emissions officially fell by 194m tonnes between 1990 and 2012, this apparent reduction is more than cancelled out by the CO2 we commission through buying stuff from abroad. This rose by 280m tonnes in the same period.

Dozens of other papers come to similar conclusions. For instance, a report published in the journal Global Environmental Change found that with every doubling of income, a country needs a third more land and ocean to support its economy because of the rise in its consumption of animal products. A recent paper in the journal Resources found that the global consumption of materials has risen by 94% over 30 years, and has accelerated since 2000. “For the past 10 years, not even a relative decoupling was achieved on the global level.”

We can persuade ourselves that we are living on thin air, floating through a weightless economy, as gullible futurologists predicted in the 1990s. But it’s an illusion, created by the irrational accounting of our environmental impacts. This illusion permits an apparent reconciliation of incompatible policies.

Governments urge us both to consume more and to conserve more. We mustextract more fossil fuel from the ground, but burn less of it. We should reduce, reuse and recycle the stuff that enters our homes, and at the same time increase, discard and replace it. How else can the consumer economy grow? We should eat less meat to protect the living planet, and eat more meat to boost the farming industry. These policies are irreconcilable. The new analyses suggest that economic growth is the problem, regardless of whether the word sustainable is bolted to the front of it.

It’s not just that we don’t address this contradiction; scarcely anyone dares even name it. It’s as if the issue is too big, too frightening to contemplate. We seem unable to face the fact that our utopia is also our dystopia; that production appears to be indistinguishable from destruction.


Thursday, 5 November 2015

Unhappy? Welcome to Bhutan – the nation of 90% joy

The Himalayan kingdom of Bhutan was the first to measure happiness as an alternative to GDP. No wonder they’re so pleased


Tim Dowling in The Guardian




News from the International Conference on Gross National Happiness, where Bhutan’s happiness index rose from 0.743 in 2010 to 0.756 in 2015. “Is this fast or slow?” asked Bhutan’s prime minister in his keynote speech. “We do not yet know. We are still learning what is a ‘good’ growth rate!” He sounds jolly.

The notion of GNH was first introduced by Bhutan’s fourth king in the 70s, when he announced that “gross national happiness is more important that gross national product”. The GNH index is a number crunched from happiness survey statistics across nine “domains”, of which only one is living standards. Others include health, education, psychological wellbeing, time use, community vitality and cultural diversity.
GNH is a blend of hard numbers, subjective perceptions and virtually unmeasurable concepts, but it works pretty well in Bhutan, provided you’re not among the 17% of the population – mostly Hindus of Nepalese origin – expelled from the country in the 90s. It’s one way to get your GNH index up – kick out that oppressed minority.

In the last decade the idea of GNH has gained international traction. In the US some states measure the genuine progress indicator, alongside gross state product. In 2012, the UN released a World Happiness report. And the UK’s Office For National Statistics recently started measuring national wellbeing.

There’s nothing wrong with measuring subjective happiness levels – it’s interesting precisely because they’re subjective. Recent GDP improvements brought no corresponding increase British wellbeing. In Bhutan, people’s perceptions of their own health worsened even as healthcare indices improved. Still, 91% of Bhutanese are classed as either narrowly, extensively or deeply happy. Joy-wise it’s roughly on a par with Denmark, even though Bhutan’s adult literacy rate is around 60% and its GDP per capita puts it well below mid-table in world rankings.

Happiness is relative, which means the statistics can be pressed into service by anybody wanting to prove anything, including those who would suggest that spending money to improve people’s lives isn’t worth the bother. I fear that’s where all this wellbeing measurement will lead us. But cheer up – it may never happen.

Friday, 16 January 2015

Perspective on Charlie Hebdo, Peshawar killings; In maya, the killer and the killed


Jan 14, 2015 12:21 AM , By Devdutt Pattanaik in The Hindu  
Emotional violence is not measurable. Physical violence is, which makes it a crime that can be proven and hence a greater crime, especially when emotional violence is directed at something as notional as religion
When the Pandavas invited Krishna to be the chief guest at the coronation of Yudhishtira, Shishupala felt insulted and began abusing Krishna. Everyone became upset, but not Krishna who was listening calmly. However, after the hundredth insult, Krishna hurled his razor-sharp discus and beheaded Shishupala. For the limit of forgiveness was up.
Charlie Hebdo, a French satirical weekly, published cartoons; offensive cartoons that I have never seen, and would never have, had someone not killed its staff. With that Charlie became a person, a victim, a martyr to the cause of the freedom of expression. We became heroes by condemning the killing. And so millions have walked in Paris to declare that they are Charlie.
Will there be a march where people identify themselves with Charlie’s killers? Is that allowed? Who are the killers? Muslim, bad Muslim, mad Muslim, un-Islamic Muslim? The editorials are undecided, as in the attack in Peshawar on schoolchildren. The victims there did not even provoke; their parents probably did.
The provocation in Charlie’s case was this: perceived insult to the Prophet Muhammad, hence Islam. Charlie, however, was functioning within the laws of a land renowned for the phrase, “Liberty, Equality and Brotherhood!” Islam is also about brotherhood (Ummah, in Arabic) and equality, though not so much about liberty since Islam does mean submission, a submission to the word of god that brings peace.
Managing the measurable

The two siblings, believers in equality and their own version of liberty decided to hurt each other, one emotionally, the other physically. Emotional violence is not measurable. Physical violence is. That makes the latter a crime that can be proven, hence a greater crime, especially when emotional violence is directed at something as notional as religion. Because we are scientific, you see.
And here is the problem — measurement, that cornerstone of science and objectivity.
We can manage the measurable. But what about the non-measurable? Does it matter at all? Emotions cannot be measured. The mind cannot be measured, which is why purists refer to psychology and behavioural science as pseudoscience. God cannot be measured. For the scientist, god is therefore not fact. It is at best a notion. This annoys the Muslim, for he/she believes in god, and for him/her god is fact, not measurable fact, but fact nevertheless. It is subjective truth. My truth. Does it matter?
Where do we locate subjective truth: as fact or fiction? Some people have given themselves the “Freedom of Expression” and others have given themselves a “God, who is the one True God.” Both are subjective truths. They shape our reality. They matter. But we just do not know how to locate them, for they are not measurable.
We cannot measure the hurt Charlie’s cartoons caused the Muslim community. We cannot measure the Muslim community’s sensitivity or over-sensitivity. But we can measure the outcome of the actions of the killers. We can therefore easily condemn violence. That it caused hurt, rage, humiliation, enough for some people to grab guns, is a non-measurable assumption, a belief. Belief is a joke for the rational atheist.
The intellectual can hurt with his/her words. The soldier can hurt with his/her weapons. We live in the world where the former is acceptable, even encouraged. The latter is not. It is a neo-Brahminism that the global village has adopted. Those who think and speak are superior to those who beat and kill, even if the wounds created by word-missiles can be deeper, last longer and fester forever. Gandhi, the non-violent sage, is thus pitted against Godse, the violent brute. I, the intellectual, have the right to provoke; but you, the barbarian who only knows to wield violence, have no right to get provoked and respond the only way you know how to. If you do get provoked, you have to respond in my language, not yours, brain not brawn, because the brain is superior. I, the intellectual Brahmin, make the rules. Did you not know that?
Non-violence is the new god, the one true god. When we say violence, we are actually referring only to the physical violence of the barbarian. The mental violence of the intellectual elite is not considered violence. So, one has sanction to mock Hinduism intellectually on film (PK by Rajkumar Hirani and Aamir Khan) and in books (The Hindus: An Alternative History by Wendy Doniger), but those who demand the film be banned and the books be pulped are brutes, barbarians, enemies of civic discourse, who resort to violence. They are not as bad as the Charlie killers, but seem to be on the same path.
Role of the thinker

We refuse to see arguments as brutal bloodless warfare, mental warfare. We don’t see debating societies as battlegrounds. Mental torture, we are told, is merely a concept, not truth: difficult to measure hence prove. The husband who mentally tortures can never be caught; the husband who strikes the wife can be caught. We empathise with the latter, not the former (she is over-sensitive, we rationalise). Should the mentally tortured wife kill her husband, it is she who will be hauled to jail, not the husband. Her crime can be proved. Not his.
The thinker we are told is not a doer. The killings provoked by the thinker thus goes unnoticed. The thinker — the seed of the violence — chuckles as the barbarian, whose only vocabulary is physical, will be caught and punished while mental warfare will go on with brutal precision. When the ill-equipped barbarian even attempts to fight back using words, we mock him as the troll.
In Sanskrit, the root of the world maya is ma, to measure. We translate the word as illusion or delusion but it technically means a world constructed through measurement. Thus, the scientific word, the rational world, based on measurement, is maya. And that is neither a good or bad thing. It is not a judgement. It is an observation. A world based on measurement will focus on the tangible and lose perspective of the intangible. It will assume measured truth as Truth, rather than limited truth.
Those who felt gleeful self-righteousness in mocking the Prophet are in maya. So are those who took such serious offence to it. The killer is in maya and so is the killed. Those who judge one as the victim and the other as the villain are also in maya. We all live in our constructed realities, some based on measurement, some indifferent to measurement, each one eager to dismiss the other, rendering them irrelevant: The other is the barbarian who needs to be educated. The other is also the intellectual who is best killed.
Essentially, maya makes us to judge. For when we measure, we wonder which is small and what is big, what is up and what is down, what is right and what is wrong, what matters and what does not matter. Different measuring scales lead to different judgments. Wendy Doniger is convinced she is the hero, and martyr, who fights for the subaltern Indian in her writings. Dinanath Batra is convinced he is the hero who opposes her wilful misunderstanding of sanatana dharma. Baba Ramdev feels he has a right to demand the banning of PK. And the producers of the film respond predictably about the freedom of speech and rationality, as they laugh their way to the bank. Everyone is right, in his or her maya.
Every action has consequences. And consequences are good and bad only in hindsight. The age of Enlightenment was also the age of Colonisation. The most brutal wars of the 20th century, from the world wars to the Cold Wars, were secular. Non-violent thought manifests itself in non-violent words which give rise to violent action. The fruit is measurable, not the seed. To separate seed from fruit, thought from action, is like separating stimulus from response. It results in a wrong diagnosis and a wrong prescription. The killer does not kill thought. The thought creates more killers.
What goes around always comes around. Outrage over violence feeds outrage over cartoons. Hindu philosophy (not Hindutva philosophy) calls this karma. We don’t want to break the cycle by letting go of either non-violent outrage or violent protests. Ideas such as maya and karma annoy the westernised mind for they disempower them: they who are determined to save the world with measuring tools dismiss astute observation of the human condition as fatalism.
In his past life, Shishupala was the doorkeeper Jaya of Vaikuntha who was cursed by the Sanat rishis that he would be born on earth, away from Vishnu, for daring to block their entry. The doorkeeper Jaya argued that he was doing his job but the curse stuck and Jaya was reborn as Shishupala. Vishnu had promised to liberate him and to expedite his departure, Shishupala practised viparit-bhakti, reverse-devotion, displaying love through abuse. So he insulted Krishna, knowing full well that Krishna was Vishnu and would be forced to act. There is a limit to forgiveness. But there should be no limit to love.

Wednesday, 6 June 2012

The No-Stats All-Star


Out of Duke University. . . . A 6-foot-8-inch forward. . . .

He had more or less admitted to me that this part of his job left him cold. ‘It’s the same thing every day,’ he said, as he struggled to explain how a man on the receiving end of the raging love of 18,557 people in a darkened arena could feel nothing. “If you had filet mignon every single night, you’d stop tasting it.”
To him the only pleasure in these sounds — the name of his beloved alma mater, the roar of the crowd — was that they marked the end of the worst part of his game day: the 11 minutes between the end of warm-ups and the introductions. Eleven minutes of horsing around and making small talk with players on the other team. All those players making exaggerated gestures of affection toward one another before the game, who don’t actually know one another, or even want to. “I hate being out on the floor wasting that time,” he said. “I used to try to talk to people, but then I figured out no one actually liked me very much.” Instead of engaging in the pretense that these other professional basketball players actually know and like him, he slips away into the locker room.
Shane Battier!
And up Shane Battier popped, to the howl of the largest crowd ever to watch a basketball game at the Toyota Center in Houston, and jumped playfully into Yao Ming (the center “out of China”). Now, finally, came the best part of his day, when he would be, oddly, most scrutinized and least understood.
Seldom are regular-season games in the N.B.A. easy to get worked up for. Yesterday Battier couldn’t tell me whom the team played three days before. (“The Knicks!” he exclaimed a minute later. “We played the Knicks!”) Tonight, though it was a midweek game in the middle of January, was different. Tonight the Rockets were playing the Los Angeles Lakers, and so Battier would guard Kobe Bryant, the player he says is the most capable of humiliating him. Both Battier and the Rockets’ front office were familiar with the story line. “I’m certain that Kobe is ready to just destroy Shane,” Daryl Morey, the Rockets’ general manager, told me. “Because there’s been story after story about how Shane shut Kobe down the last time.” Last time was March 16, 2008, when the Houston Rockets beat the Lakers to win their 22nd game in a row — the second-longest streak in N.B.A. history. The game drew a huge national television audience, which followed Bryant for his 47 miserable minutes: he shot 11 of 33 from the field and scored 24 points. “A lot of people watched,” Morey said. “Everyone ­watches Kobe when the Lakers play. And so everyone saw Kobe struggling. And so for the first time they saw what we’d been seeing.” Battier has routinely ­guarded the league’s most dangerous offensive players — LeBron James, Chris Paul, Paul Pierce — and has usually managed to render them, if not entirely ineffectual, then a lot less effectual than they normally are. He has done it so quietly that no one really notices what exactly he is up to.
Last season, in a bid to draw some attention to Battier’s defense, the Rockets’ public-relations department would send a staff member to the opponent’s locker room to ask leading questions of whichever superstar Battier had just hamstrung: “Why did you have so much trouble tonight?” “Did he do something to disrupt your game?” According to Battier: “They usually say they had an off night. They think of me as some chump.” He senses that some players actually look forward to being guarded by him. “No one dreads being guarded by me,” he said. Morey confirmed as much: “That’s actually true. But for two reasons: (a) They don’t think anyone can guard them and (b) they really scoff at the notion Shane Battier could guard them. They all think his reputation exceeds his ability.” Even as Battier was being introduced in the arena, Ahmad Rashad was wrapping up his pregame report on NBA TV and saying, “Shane Battier will try to stop Kobe Bryant.” This caused the co-host Gary Payton to laugh and reply, “Ain’t gonna happen,” and the other co-host, Chris Webber, to add, “I think Kobe will score 50, and they’ll win by 19 going away.”
Early on, Hoop Scoop magazine named Shane Battier the fourth-best seventh grader in the United States. When he graduated from Detroit Country Day School in 1997, he received the Naismith Award as the best high-school basketball player in the nation. When he graduated from Duke in 2001, where he won a record-tying 131 college-basketball games, including that year’s N.C.A.A. championship, he received another Naismith Award as the best college basketball player in the nation. He was drafted in the first round by the woeful Memphis Grizzlies, not just a bad basketball team but the one with the worst winning percentage in N.B.A. history — whereupon he was almost instantly dismissed, even by his own franchise, as a lesser talent. The year after Battier joined the Grizzlies, the team’s general manager was fired and the N.B.A. legend Jerry West, a k a the Logo because his silhouette is the official emblem of the N.B.A., took over the team. “From the minute Jerry West got there he was trying to trade me,” Battier says. If West didn’t have any takers, it was in part because Battier seemed limited: most of the other players on the court, and some of the players on the bench, too, were more obviously gifted than he is. “He’s, at best, a marginal N.B.A. athlete,” Morey says.
The Grizzlies went from 23-59 in Battier’s rookie year to 50-32 in his third year, when they made the N.B.A. playoffs, as they did in each of his final three seasons with the team. Before the 2006-7 season, Battier was traded to the Houston Rockets, who had just finished 34-48. In his first season with the Rockets, they finished 52-30, and then, last year, went 55-27 — including one stretch of 22 wins in a row. Only the 1971-2 Los Angeles Lakers have won more games consecutively in the N.B.A. And because of injuries, the Rockets played 11 of those 22 games without their two acknowledged stars, Tracy McGrady and Yao Ming, on the court at the same time; the Rockets player who spent the most time actually playing for the Rockets during the streak was Shane Battier. This year Battier, recovering from off-season surgery to remove bone spurs from an ankle, has played in just over half of the Rockets’ games. That has only highlighted his importance. “This year,” Morey says, “we have been a championship team with him and a bubble playoff team without him.”
Here we have a basketball mystery: a player is widely regarded inside the N.B.A. as, at best, a replaceable cog in a machine driven by superstars. And yet every team he has ever played on has acquired some magical ability to win.
Solving the mystery is somewhere near the heart of Daryl Morey’s job. In 2005, the Houston Rockets’ owner, Leslie Alexander, decided to hire new management for his losing team and went looking specifically for someone willing to rethink the game. “We now have all this data,” Alexander told me. “And we have computers that can analyze that data. And I wanted to use that data in a progressive way. When I hired Daryl, it was because I wanted somebody that was doing more than just looking at players in the normal way. I mean, I’m not even sure we’re playing the game the right way.”
The virus that infected professional baseball in the 1990s, the use of statistics to find new and better ways to value players and strategies, has found its way into every major sport. Not just basketball and football, but also soccer and cricket and rugby and, for all I know, snooker and darts — each one now supports a subculture of smart people who view it not just as a game to be played but as a problem to be solved. Outcomes that seem, after the fact, all but inevitable — of course LeBron James hit that buzzer beater, of course the Pittsburgh Steelers won the Super Bowl — are instead treated as a set of probabilities, even after the fact. The games are games of odds. Like professional card counters, the modern thinkers want to play the odds as efficiently as they can; but of course to play the odds efficiently they must first know the odds. Hence the new statistics, and the quest to acquire new data, and the intense interest in measuring the impact of every little thing a player does on his team’s chances of winning. In its spirit of inquiry, this subculture inside professional basketball is no different from the subculture inside baseball or football or darts. The difference in basketball is that it happens to be the sport that is most like life.
When Alexander, a Wall Street investor, bought the Rockets in 1993, the notion that basketball was awaiting some statistical reformation hadn’t occurred to anyone. At the time, Daryl Morey was at Northwestern University, trying to figure out how to get a job in professional sports and thinking about applying to business schools. He was tall and had played high-school basketball, but otherwise he gave off a quizzical, geeky aura. “A lot of people who are into the new try to hide it,” he says. “With me there was no point.” In the third grade he stumbled upon the work of the baseball writer Bill James — the figure most responsible for the current upheaval in professional sports — and decided that what he really wanted to do with his life was put Jamesian principles into practice. He nursed this ambition through a fairly conventional academic career, which eventually took him to M.I.T.’s Sloan School of Management. There he opted for the entrepreneurial track, not because he actually wanted to be an entrepreneur but because he figured that the only way he would ever be allowed to run a pro-sports franchise was to own one, and the only way he could imagine having enough money to buy one was to create some huge business. “This is the 1990s — there’s no Theo,” Morey says, referring to Theo Epstein, the statistics-minded general manager of the Boston Red Sox. “Sandy Alderson is progressive, but nobody knows it.” Sandy Alderson, then the general manager of the Oakland Athletics, had also read Bill James and begun to usher in the new age of statistical analysis in baseball. “So,” Morey continues, “I just assumed that getting rich was the only way in.” Apart from using it to acquire a pro-sports team, Morey had no exceptional interest in money.
He didn’t need great wealth, as it turned out. After graduating from business school, he went to work for a consulting firm in Boston called Parthenon, where he was tapped in 2001 to advise a group trying to buy the Red Sox. The bid failed, but a related group went and bought the Celtics — and hired Morey to help reorganize the business. In addition to figuring out where to set ticket prices, Morey helped to find a new general manager and new people looking for better ways to value basketball players. The Celtics improved. Leslie Alexander heard whispers that Morey, who was 33, was out in front of those trying to rethink the game, so he hired him to remake the Houston Rockets.
When Morey came to the Rockets, a huge chunk of the team’s allotted payroll — the N.B.A. caps payrolls and taxes teams that exceed them — was committed, for many years to come, to two superstars: Tracy ­McGrady and Yao Ming. Morey had to find ways to improve the Rockets without spending money. “We couldn’t afford another superstar,” he says, “so we went looking for nonsuperstars that we thought were undervalued.” He went looking, essentially, for underpaid players. “That’s the scarce resource in the N.B.A.,” he says. “Not the superstar but the undervalued player.” Sifting the population of midlevel N.B.A. players, he came up with a list of 15, near the top of which was the Memphis Grizzlies’ forward Shane Battier. This perplexed even the man who hired Morey to rethink basketball. “All I knew was Shane’s stats,” Alexander says, “and obviously they weren’t great. He had to sell me. It was hard for me to see it.”
Alexander wasn’t alone. It was, and is, far easier to spot what Battier doesn’t do than what he does. His conventional statistics are unremarkable: he doesn’t score many points, snag many rebounds, block many shots, steal many balls or dish out many assists. On top of that, it is easy to see what he can never do: what points he scores tend to come from jump shots taken immediately after receiving a pass. “That’s the telltale sign of someone who can’t ramp up his offense,” Morey says. “Because you can guard that shot with one player. And until you can’t guard someone with one player, you really haven’t created an offensive situation. Shane can’t create an offensive situation. He needs to be open.” For fun, Morey shows me video of a few rare instances of Battier scoring when he hasn’t ­exactly been open. Some large percentage of them came when he was being guarded by an inferior defender — whereupon Battier backed him down and tossed in a left jump-hook. “This is probably, to be honest with you, his only offensive move,” Morey says. “But look, see how he pump fakes.” Battier indeed pump faked, several times, before he shot over a defender. “He does that because he’s worried about his shot being blocked.” Battier’s weaknesses arise from physical limitations. Or, as Morey puts it, “He can’t dribble, he’s slow and hasn’t got much body control.”
Battier’s game is a weird combination of obvious weaknesses and nearly invisible strengths. When he is on the court, his teammates get better, often a lot better, and his opponents get worse — often a lot worse. He may not grab huge numbers of rebounds, but he has an uncanny ability to improve his teammates’ rebounding. He doesn’t shoot much, but when he does, he takes only the most efficient shots. He also has a knack for getting the ball to teammates who are in a position to do the same, and he commits few turnovers. On defense, although he routinely guards the N.B.A.’s most prolific scorers, he significantly ­reduces their shooting percentages. At the same time he somehow improves the defensive efficiency of his teammates — probably, Morey surmises, by helping them out in all sorts of subtle ways. “I call him Lego,” Morey says. “When he’s on the court, all the pieces start to fit together. And everything that leads to winning that you can get to through intellect instead of innate ability, Shane excels in. I’ll bet he’s in the hundredth percentile of every category.”
There are other things Morey has noticed too, but declines to discuss as there is right now in pro basketball real value to new information, and the Rockets feel they have some. What he will say, however, is that the big challenge on any basketball court is to measure the right things. The five players on any basketball team are far more than the sum of their parts; the Rockets devote a lot of energy to untangling subtle interactions among the team’s elements. To get at this they need something that basketball hasn’t historically supplied: meaningful statistics. For most of its history basketball has measured not so much what is important as what is easy to measure — points, rebounds, assists, steals, blocked shots — and these measurements have warped perceptions of the game. (“Someone created the box score,” Morey says, “and he should be shot.”) How many points a player scores, for example, is no true indication of how much he has helped his team. Another example: if you want to know a player’s value as a ­rebounder, you need to know not whether he got a rebound but the likelihood of the team getting the rebound when a missed shot enters that player’s zone.
There is a tension, peculiar to basketball, between the interests of the team and the interests of the individual. The game continually tempts the people who play it to do things that are not in the interest of the group. On the baseball field, it would be hard for a player to sacrifice his team’s interest for his own. Baseball is an individual sport masquerading as a team one: by doing what’s best for himself, the player nearly always also does what is best for his team. “There is no way to selfishly get across home plate,” as Morey puts it. “If instead of there being a lineup, I could muscle my way to the plate and hit every single time and damage the efficiency of the team — that would be the analogy. Manny Ramirez can’t take at-bats away from David Ortiz. We had a point guard in Boston who refused to pass the ball to a certain guy.” In football the coach has so much control over who gets the ball that selfishness winds up being self-defeating. The players most famous for being selfish — the Dallas Cowboys’ wide receiver Terrell Owens, for instance — are usually not so much selfish as attention seeking. Their sins tend to occur off the field.
It is in basketball where the problems are most likely to be in the game — where the player, in his play, faces choices between maximizing his own perceived self-interest and winning. The choices are sufficiently complex that there is a fair chance he doesn’t fully grasp that he is making them.
Taking a bad shot when you don’t need to is only the most obvious example. A point guard might selfishly give up an open shot for an assist. You can see it happen every night, when he’s racing down court for an open layup, and instead of taking it, he passes it back to a trailing teammate. The teammate usually finishes with some sensational dunk, but the likelihood of scoring nevertheless declined. “The marginal assist is worth more money to the point guard than the marginal point,” Morey says. Blocked shots — they look great, but unless you secure the ball afterward, you haven’t helped your team all that much. Players love the spectacle of a ball being swatted into the fifth row, and it becomes a matter of personal indifference that the other team still gets the ball back. Dikembe Mutombo, Houston’s 42-year-old backup center, famous for blocking shots, “has always been the best in the league in the recovery of the ball after his block,” says Morey, as he begins to make a case for Mutombo’s unselfishness before he stops and laughs. “But even to Dikembe there’s a selfish component. He made his name by doing the finger wag.” The finger wag: Mutombo swats the ball, grabs it, holds it against his hip and wags his finger at the opponent. Not in my house! “And if he doesn’t catch the ball,” Morey says, “he can’t do the finger wag. And he loves the finger wag.” His team of course would be better off if Mutombo didn’t hold onto the ball long enough to do his finger wag. “We’ve had to yell at him: start the break, start the break — then do your finger wag!”
When I ask Morey if he can think of any basketball statistic that can’t benefit a player at the expense of his team, he has to think hard. “Offensive rebounding,” he says, then reverses himself. “But even that can be counterproductive to the team if your job is to get back on defense.” It turns out there is no statistic that a basketball player accumulates that cannot be amassed selfishly. “We think about this deeply whenever we’re talking about contractual incentives,” he says. “We don’t want to incent a guy to do things that hurt the team” — and the amazing thing about basketball is how easy this is to do. “They all maximize what they think they’re being paid for,” he says. He laughs. “It’s a tough environment for a player now because you have a lot of teams starting to think differently. They’ve got to rethink how they’re getting paid.”
Having watched Battier play for the past two and a half years, Morey has come to think of him as an exception: the most abnormally unselfish basketball player he has ever seen. Or rather, the player who seems one step ahead of the analysts, helping the team in all sorts of subtle, hard-to-measure ways that appear to violate his own personal interests. “Our last coach dragged him into a meeting and told him he needed to shoot more,” Morey says. “I’m not sure that that ever happened.” Last season when the Rockets played the San Antonio Spurs Battier was assigned to guard their most dangerous scorer, Manu Ginóbili. Ginóbili comes off the bench, however, and his minutes are not in sync with the minutes of a starter like Battier. Battier privately went to Coach Rick Adelman and told him to bench him and bring him in when Ginóbili entered the game. “No one in the N.B.A. does that,” Morey says. “No one says put me on the bench so I can guard their best scorer all the time.”
One well-known statistic the Rockets’ front office pays attention to is plus-minus, which simply measures what happens to the score when any given player is on the court. In its crude form, plus-minus is hardly perfect: a player who finds himself on the same team with the world’s four best basketball players, and who plays only when they do, will have a plus-minus that looks pretty good, even if it says little about his play. Morey says that he and his staff can adjust for these potential distortions — though he is coy about how they do it — and render plus-minus a useful measure of a player’s effect on a basketball game. A good player might be a plus 3 — that is, his team averages 3 points more per game than its opponent when he is on the floor. In his best season, the superstar point guard Steve Nash was a plus 14.5. At the time of the Lakers game, Battier was a plus 10, which put him in the company of Dwight Howard and Kevin Garnett, both perennial All-Stars. For his career he’s a plus 6. “Plus 6 is enormous,” Morey says. “It’s the difference between 41 wins and 60 wins.” He names a few other players who were a plus 6 last season: Vince Carter, Carmelo Anthony, Tracy McGrady.
As the game against the Lakers started, Morey took his seat, on the aisle, nine rows behind the Rockets’ bench. The odds, on this night, were not good. Houston was playing without its injured superstar, McGrady (who was in the clubhouse watching TV), and its injured best supporting actor, Ron Artest (cheering in street clothes from the bench). The Lakers were staffed by household names. The only Rockets player on the floor with a conspicuous shoe contract was the center Yao Ming — who opened the game by tipping the ball backward. Shane Battier began his game by grabbing it.
Before the Rockets traded for Battier, the front-office analysts obviously studied his value. They knew all sorts of details about his efficiency and his ability to reduce the efficiency of his opponents. They knew, for example, that stars guarded by Battier suddenly lose their shooting touch. What they didn’t know was why. Morey recognized Battier’s effects, but he didn’t know how he achieved them. Two hundred or so basketball games later, he’s the world’s expert on the subject — which he was studying all over again tonight. He pointed out how, instead of grabbing uncertainly for a rebound, for instance, Battier would tip the ball more certainly to a teammate. Guarding a lesser rebounder, Battier would, when the ball was in the air, leave his own man and block out the other team’s best rebounder. “Watch him,” a Houston front-office analyst told me before the game. “When the shot goes up, he’ll go sit on Gasol’s knee.” (Pau Gasol often plays center for the Lakers.) On defense, it was as if Battier had set out to maximize the misery Bryant experiences shooting a basketball, without having his presence recorded in any box score. He blocked the ball when Bryant was taking it from his waist to his chin, for instance, rather than when it was far higher and Bryant was in the act of shooting. “When you watch him,” Morey says, “you see that his whole thing is to stay in front of guys and try to block the player’s vision when he shoots. We didn’t even notice what he was doing until he got here. I wish we could say we did, but we didn’t.”
People often say that Kobe Bryant has no weaknesses to his game, but that’s not really true. Before the game, Battier was given his special package of information. “He’s the only player we give it to,” Morey says. “We can give him this fire hose of data and let him sift. Most players are like golfers. You don’t want them swinging while they’re thinking.” The data essentially broke down the floor into many discrete zones and calculated the odds of Bryant making shots from different places on the court, under different degrees of defensive pressure, in different relationships to other players — how well he scored off screens, off pick-and-rolls, off catch-and-shoots and so on. Battier learns a lot from studying the data on the superstars he is usually assigned to guard. For instance, the numbers show him that Allen Iverson is one of the most efficient scorers in the N.B.A. when he goes to his right; when he goes to his left he kills his team. The Golden State Warriors forward Stephen Jackson is an even stranger case. “Steve Jackson,” Battier says, “is statistically better going to his right, but he loves to go to his left — and goes to his left almost twice as often.” The San Antonio Spurs’ Manu Ginóbili is a statistical freak: he has no imbalance whatsoever in his game — there is no one way to play him that is better than another. He is equally efficient both off the dribble and off the pass, going left and right and from any spot on the floor.
Bryant isn’t like that. He is better at pretty much everything than everyone else, but there are places on the court, and starting points for his shot, that render him less likely to help his team. When he drives to the basket, he is exactly as likely to go to his left as to his right, but when he goes to his left, he is less effective. When he shoots directly after receiving a pass, he is more efficient than when he shoots after dribbling. He’s deadly if he gets into the lane and also if he gets to the baseline; between the two, less so. “The absolute worst thing to do,” Battier says, “is to foul him.” It isn’t that Bryant is an especially good free-throw shooter but that, as Morey puts it, “the foul is the worst result of a defensive play.” One way the Rockets can see which teams think about the game as they do is by identifying those that “try dramatically not to foul.” The ideal outcome, from the Rockets’ statistical point of view, is for Bryant to dribble left and pull up for an 18-foot jump shot; force that to happen often enough and you have to be satisfied with your night. “If he has 40 points on 40 shots, I can live with that,” Battier says. “My job is not to keep him from scoring points but to make him as inefficient as possible.” The court doesn’t have little squares all over it to tell him what percentage Bryant is likely to shoot from any given spot, but it might as well.
The reason the Rockets insist that Battier guard Bryant is his gift for encouraging him into his zones of lowest efficiency. The effect of doing this is astonishing: Bryant doesn’t merely help his team less when Battier guards him than when someone else does. When Bryant is in the game and Battier is on him, the Lakers’ offense is worse than if the N.B.A.’s best player had taken the night off. “The Lakers’ offense should obviously be better with Kobe in,” Morey says. “But if Shane is on him, it isn’t.” A player whom Morey describes as “a marginal N.B.A. athlete” not only guards one of the greatest — and smartest — offensive threats ever to play the game. He renders him a detriment to his team.
And if you knew none of this, you would never guess any of it from watching the game. Bryant was quicker than Battier, so the latter spent much of his time chasing around after him, Keystone Cops-like. Bryant shot early and often, but he looked pretty good from everywhere. On defense, Battier talked to his teammates a lot more than anyone else on the court, but from the stands it was hard to see any point to this. And yet, he swears, there’s a reason to almost all of it: when he decides where to be on the court and what angles to take, he is constantly reminding himself of the odds on the stack of papers he read through an hour earlier as his feet soaked in the whirlpool. “The numbers either refute my thinking or support my thinking,” he says, “and when there’s any question, I trust the numbers. The numbers don’t lie.” Even when the numbers agree with his intuitions, they have an effect. “It’s a subtle difference,” Morey says, “but it has big implications. If you have an intuition of something but no hard evidence to back it up, you might kind of sort of go about putting that intuition into practice, because there’s still some uncertainty if it’s right or wrong.”
Knowing the odds, Battier can pursue an inherently uncertain strategy with total certainty. He can devote himself to a process and disregard the outcome of any given encounter. This is critical because in basketball, as in everything else, luck plays a role, and Battier cannot afford to let it distract him. Only once during the Lakers game did we glimpse a clean, satisfying comparison of the efficient strategy and the inefficient one — that is, an outcome that reflected the odds. Ten feet from the hoop, Bryant got the ball with his back to the basket; with Battier pressing against him, he fell back and missed a 12-foot shot off the front of the rim. Moments earlier, with Battier reclining in the deep soft chair that masquerades as an N.B.A. bench, his teammate Brent Barry found himself in an analogous position. Bryant leaned into Barry, hit a six-foot shot and drew a foul. But this was the exception; normally you don’t get perfect comparisons. You couldn’t see the odds shifting subtly away from the Lakers and toward the Rockets as Bryant was forced from 6 feet out to 12 feet from the basket, or when he had Battier’s hand in his eyes. All you saw were the statistics on the board, and as the seconds ticked off to halftime, the game tied 54-54, Bryant led all scorers with 16 points.
But he required 20 possessions to get them. And he had started moaning to the referees. Bryant is one of the great jawboners in the history of the N.B.A. A major-league baseball player once showed me a slow-motion replay of the Yankees’ third baseman Alex Rodriguez in the batter’s box. Glancing back to see where the catcher has set up is not strictly against baseball’s rules, but it violates the code. A hitter who does it is likely to find the next pitch aimed in the general direction of his eyes. A-Rod, the best hitter in baseball, mastered the art of glancing back by moving not his head, but his eyes, at just the right time. It was like watching a billionaire find some trivial and dubious deduction to take on his tax returns. Why bother? I thought, and then realized: this is the instinct that separates A-Rod from mere stars. Kobe Bryant has the same instinct. Tonight Bryant complained that Battier was grabbing his jersey, Battier was pushing when no one was looking, Battier was committing crimes against humanity. Just before the half ended, Battier took a referee aside and said: “You and I both know Kobe does this all the time. I’m playing him honest. Don’t fall for his stuff.” Moments later, after failing to get a call, Bryant hurled the ball, screamed at the ref and was whistled for a technical foul.
Just after that, the half ended, but not before Battier was tempted by a tiny act of basketball selfishness. The Rockets’ front office has picked up a glitch in Battier’s philanthropic approach to the game: in the final second of any quarter, finding himself with the ball and on the wrong side of the half-court line, Battier refuses to heave it honestly at the basket, in an improbable but not impossible attempt to score. He heaves it disingenuously, and a millisecond after the buzzer sounds. Daryl Morey could think of only one explanation: a miss lowers Battier’s shooting percentage. “I tell him we don’t count heaves in our stats,” Morey says, “but Shane’s smart enough to know that his next team might not be smart enough to take the heaves out.”
Tonight, the ball landed in Battier’s hands milliseconds before the half finished. He moved just slowly enough for the buzzer to sound, heaved the ball the length of the floor and then sprinted to the locker room — having not taken a single shot.
In 1996 a young writer for The Basketball Times named Dan Wetzel thought it might be neat to move into the life of a star high-school basketball ­player and watch up close as big-time basketball colleges recruited him. He picked Shane Battier, and then spent five months trailing him, with growing incredulity. “I’d covered high-school basketball for eight years and talked to hundreds and hundreds and hundreds of kids — really every single prominent high-school basketball player in the country,” Wetzel says. “There’s this public perception that they’re all thugs. But they aren’t. A lot of them are really good guys, and some of them are very, very bright. Kobe’s very bright. LeBron’s very bright. But there’s absolutely never been anything like Shane Battier.”
Wetzel watched this kid, inundated with offers of every kind, take charge of an unprincipled process. Battier narrowed his choices to six schools — Kentucky, Kansas, North Carolina, Duke, Michigan and Michigan State — and told everyone else, politely, to leave him be. He then set out to minimize the degree to which the chosen schools could interfere with his studies; he had a 3.96 G.P.A. and was poised to claim Detroit Country Day School’s headmaster’s cup for best all-around student. He granted each head coach a weekly 15-minute window in which to phone him. These men happened to be among the most famous basketball coaches in the world and the most persistent recruiters, but Battier granted no exceptions. When the Kentucky coach Rick Pitino, who had just won a national championship, tried to call Battier outside his assigned time, Battier simply removed Kentucky from his list. “What 17-year-old has the stones to do that?” Wetzel asks. “To just cut off Rick Pitino because he calls outside his window?” Wetzel answers his own question: “It wasn’t like, ‘This is a really interesting 17-year-old.’ It was like, ‘This isn’t real.’ ”
Battier, even as a teenager, was as shrewd as he was disciplined. The minute he figured out where he was headed, he called a sensational high-school power forward in Peekskill, N.Y., named Elton Brand — and talked him into joining him at Duke. (Brand now plays for the Philadelphia 76ers.) “I thought he’d be the first black president,” Wetzel says. “He was Barack Obama before Barack Obama.”
Last July, as we sat in the library of the Detroit Country Day School, watching, or trying to watch, his March 2008 performance against Kobe Bryant, Battier was much happier instead talking about Obama, both of whose books he had read. (“The first was better than the second,” he said.) He said he hated watching himself play, then proved it by refusing to watch himself play. My every attempt to draw his attention to the action on the video monitor was met by some distraction.
I pointed to his footwork; he pointed to a gorgeous young woman in the stands wearing a ­Battier jersey. (“You don’t see too many good-looking girls with Battier jerseys on,” he said. “It’s usually 12 and under or 60 and over. That’s my demographic.”) I noted the uncanny way in which he got his hand right in front of Bryant’s eyes before a shot; he motioned to his old high school library (“I came in here every day before classes”). He took my excessive interest in this one game as proof of a certain lack of imagination, I’m pretty sure. “I’ve been doing the same thing for seven years,” he said, “and this is the only game anyone wants to talk about. It’s like, Oh, you can play defense?” It grew clear that one reason he didn’t particularly care to watch himself play, apart from the tedium of it, was that he plays the game so self-consciously. Unable to count on the game to properly measure his performance, he learned to do so himself. He had, in some sense, already seen the video. When I finally compelled him to watch, he was knocking the ball out of Bryant’s hands as Bryant raised it from his waist to his chin. “If I get to be commissioner, that will count as a blocked shot,” Battier said. “But it’s nothing. They don’t count it as a blocked shot. I do that at least 30 times a season.”
In the statistically insignificant sample of professional athletes I’ve come to know a bit, two patterns have emerged. The first is, they tell you meaningful things only when you talk to them in places other than where they have been trained to answer questions. It’s pointless, for instance, to ask a basketball player about himself inside his locker room. For a start, he is naked; for another, he’s surrounded by the people he has learned to mistrust, his own teammates. The second pattern is the fact that seemingly trivial events in their childhoods have had huge influence on their careers. A cleanup hitter lives and dies by a swing he perfected when he was 7; a quarterback has a hitch in his throwing motion because he imitated his father. Here, in the Detroit Country Day School library, a few yards from the gym, Battier was back where he became a basketball player. And he was far less interested in what happened between him and Kobe Bryant four months ago than what happened when he was 12.
When he entered Detroit Country Day in seventh grade, he was already conspicuous at 6-foot-4, and a year later he would be 6-foot-7. “Growing up tall was something I got used to,” he said. “I was the kid about whom they always said, ‘Check his birth certificate.’ ” He was also the only kid in school with a black father and a white mother. Oddly enough, the school had just graduated a famous black basketball player, Chris Webber. Webber won three state championships and was named national high-school player of the year. “Chris was a man-child,” says his high school basketball coach, Kurt Keener. “Everyone wanted Shane to be the next Chris Webber, but Shane wasn’t like that.” Battier had never heard of Webber and didn’t understand why, when he took to the Amateur Athletic Union circuit and played with black inner-city kids, he found himself compared unfavorably with Webber: “I kept hearing ‘He’s too soft’ or ‘He’s not an athlete.’ ” His high-school coach was aware of the problems he had when he moved from white high-school games to the black A.A.U. circuit. “I remember trying to add some flair to his game,” Keener says, “but it was like teaching a classical dancer to do hip-hop. I came to the conclusion he didn’t have the ego for it.”
Battier was half-white and half-black, but basketball, it seemed, was either black or white. A small library of Ph.D. theses might usefully be devoted to the reasons for this. For instance, is it a coincidence that many of the things a player does in white basketball to prove his character — take a charge, scramble for a loose ball — are more pleasantly done on a polished wooden floor than they are on inner-city asphalt? Is it easier to “play for the team” when that team is part of some larger institution? At any rate, the inner-city kids with whom he played on the A.A.U. circuit treated Battier like a suburban kid with a white game, and the suburban kids he played with during the regular season treated him like a visitor from the planet where they kept the black people. “On Martin Luther King Day, everyone in class would look at me like I was supposed to know who he was and why he was important,” Battier said. “When we had an official school picture, every other kid was given a comb. I was the only one given a pick.” He was awkward and shy, or as he put it: “I didn’t present well. But I’m in the eighth grade! I’m just trying to fit in!” And yet here he was shuttling between a black world that treated him as white and a white world that treated him as black. ‘‘Everything I’ve done since then is because of what I went through with this,” he said. “What I did is alienate myself from everybody. I’d eat lunch by myself. I’d study by myself. And I sort of lost myself in the game.”
Losing himself in the game meant fitting into the game, and fitting into the game meant meshing so well that he became hard to see. In high school he was almost always the best player on the court, but even then he didn’t embrace the starring role. “He had a tendency to defer,” Keener says. “He had this incredible ability to make everyone around him better. But I had to tell him to be more assertive. The one game we lost his freshman year, it was because he deferred to the seniors.” Even when he was clearly the best player and could have shot the ball at will, he was more interested in his role in the larger unit. But it is a mistake to see in his detachment from self an absence of ego, or ambition, or even desire for attention. When Battier finished telling me the story of this unpleasant period in his life, he said: “Chris Webber won three state championships, the Mr. Basketball Award and the Naismith Award. I won three state championships, Mr. Basketball and the Naismith Awards. All the things they said I wasn’t able to do, when I was in the eighth grade.”
“Who’s they?” I asked.
“Pretty much everyone,” he said.
“White people?”
“No,” he said. “The street.”
As the third quarter began, Battier’s face appeared overhead, on the Jumbotron, where he hammed it up and exhorted the crowd. Throughout the game he was up on the thing more than any other player: plugging teeth-whitening formulas, praising local jewelers, making public-service announcements, telling the fans to make noise. When I mentioned to a Rockets’ staff member that Battier seemed to have far more than his fair share of big-screen appearances, he said, “Probably because he’s the only one who’ll do them.”
I spent the second half with Sam Hinkie, the vice president of basketball operations and the head of basketball analytics in the Rockets’ front office. The game went back and forth. Bryant kept missing more shots than he made. Neither team got much of a lead. More remarkable than the game were Hinkie’s reactions — and it soon became clear that while he obviously wanted the Rockets to win, he was responding to different events on the court than the typical Rockets (or N.B.A.) fan was.
“I care a lot more about what ought to have happened than what actually happens,” said Hinkie, who has an M.B.A. from Stanford. The routine N.B.A. game, he explained, is decided by a tiny percentage of the total points scored. A team scores on average about 100 points a game, but two out of three N.B.A. games are decided by fewer than 6 points — two or three possessions. The effect of this, in his mind, was to raise significantly the importance of every little thing that happened. The Lakers’ Trevor Ariza, who makes 29 percent of his 3-point shots, hit a crazy 3-pointer, and as the crowd moaned, Hinkie was almost distraught. “That Ariza shot, that is really painful,” he said. “Because it’s a near-random event. And it’s a 3-point swing.” When Bryant drove to the basket, instead of being forced to take a jump shot, he said: “That’s three-eighths of a point. These things accumulate.”
In this probabilistic spirit we watched the battle between Battier and Bryant. From Hinkie’s standpoint, it was going extremely well: “With most guys, Shane can kick them from their good zone to bad zone, but with Kobe you’re just picking your poison. It’s the epitome of, Which way do you want to die?” Only the Rockets weren’t dying. Battier had once again turned Bryant into a less-efficient machine of death. Even when the shots dropped, they came from the places on the court where the Rockets’ front office didn’t mind seeing them drop. “That’s all you can do,” Hinkie said, after Bryant sank an 18-footer. “Get him to an inefficient spot and contest.” And then all of a sudden it was 97-95, Lakers, with a bit more than three minutes to play, and someone called timeout. “We’re in it,” Hinkie said, happily. “And some of what happens from here on will be randomness.”
The team with the N.B.A.’s best record was being taken to the wire by Yao Ming and a collection of widely unesteemed players. Moments later, I looked up at the scoreboard:
Bryant: 30.
Battier: 0.
Hinkie followed my gaze and smiled. “I know that doesn’t look good,” he said, referring to the players’ respective point totals. But if Battier wasn’t in there, he went on to say: “we lose by 12. No matter what happens now, none of our coaches will say, ‘If only we could have gotten a little more out of Battier.’ ”
One statistical rule of thumb in basketball is that a team leading by more points than there are minutes left near the end of the game has an 80 percent chance of winning. If your team is down by more than 6 points halfway through the final quarter, and you’re anxious to beat the traffic, you can leave knowing that there is slightly less than a 20 percent chance you’ll miss a victory; on the other hand, if you miss a victory, it will have been an improbable and therefore sensational one. At no point on this night has either team had enough of a lead to set fans, or even Rockets management, to calculating their confidence intervals — but then, with 2:27 to play, the Lakers went up by 4: 99-95. Then they got the ball back. The ball went to Bryant, and Battier shaded him left — into Yao Ming. Bryant dribbled and took the best shot he could, from Battier’s perspective: a long 2-point jump shot, off the dribble, while moving left. He missed, the Rockets ran back the other way, Rafer Alston drove the lane and hit a floater: 99-97, and 1:13 on the clock. The Lakers missed another shot. Alston grabbed the rebound and called timeout with 59 seconds left.
Whatever the Rockets planned went ­instantly wrong, when the inbound pass, as soon as it was caught by the Rockets’ Carl Landry, was swatted away by the Lakers. The ball was loose, bodies flew everywhere.
55 . . . 54 . . . 53 . . .
On the side of the court opposite the melee, Battier froze. The moment he saw that the loose ball was likely to be secured by a teammate — but before it was secured — he sprinted to the corner.
50 . . . 49 . . . 48 . . .
The 3-point shot from the corner is the single most efficient shot in the N.B.A. One way the Rockets can tell if their opponents have taken to analyzing basketball in similar ways as they do is their attitude to the corner 3: the smart teams take a lot of them and seek to prevent their opponents from taking them. In basketball there is only so much you can plan, however, especially at a street-ball moment like this. As it happened, Houston’s Rafer Alston was among the most legendary street-ball players of all time — known as Skip 2 My Lou, a nickname he received after a single spectacular move at Rucker Park, in Harlem. “Shane wouldn’t last in street ball because in street ball no one wants to see” his game, Alston told me earlier. “You better give us something to ooh and ahh about. No one cares about someone who took a charge.”
The Rockets’ offense had broken down, and there was no usual place for Alston, still back near the half-court line, to go with the ball. The Lakers’ defense had also broken down; no player was where he was meant to be. The only person exactly where he should have been — wide open, standing at the most efficient spot on the floor from which to shoot — was Shane Battier. When Daryl Morey spoke of basketball intelligence, a phrase slipped out: “the I.Q. of where to be.” Fitting in on a basketball court, in the way Battier fits in, requires the I.Q. of where to be. Bang: Alston hit Battier with a long pass. Bang: Battier shot the 3, guiltlessly. Nothing but net.
Rockets 100, Lakers 99.
43 . . . 42 . . . 41 . . .
At this moment, the Rockets’ front office would later calculate, the team’s chances of winning rose from 19.2 percent to 72.6 percent. One day some smart person will study the correlation between shifts in probabilities and levels of noise, but for now the crowd was ignorantly berserk: it sounded indeed like the largest crowd in the history of Houston’s Toyota Center. Bryant got the ball at half-court and dribbled idly, searching for his opening. This was his moment, the one great players are said to live for, when everyone knows he’s going to take the shot, and he takes it anyway. On the other end of the floor it wasn’t the shooter who mattered but the shot. Now the shot was nothing, the shooter everything.
33 . . . 32 . . . 31 . . .
Bryant — 12 for 31 on the night — took off and drove to the right, his strength, in the middle of the lane. Battier cut him off. Bryant tossed the ball back out to Derek Fisher, out of shooting range.
30 . . . 29 . . .
Like everyone else in the place, Battier assumed that the game was still in Bryant’s hands. If he gave the ball up, it was only so that he might get it back. Bryant popped out. He was now a good four feet beyond the 3-point line, or nearly 30 feet from the basket.
28 . . .
Bryant caught the ball and, 27.4 feet from the basket, the Rockets’ front office would later determine, leapt. Instantly his view of that basket was blocked by Battier’s hand. This was not an original situation. Since the 2002-3 season, Bryant had taken 51 3-pointers at the very end of close games from farther than 26.75 feet from the basket. He had missed 86.3 percent of them. A little over a year ago the Lakers lost to the Cleveland Cavaliers after Bryant missed a 3 from 28.4 feet. Three nights from now the Lakers would lose to the Orlando Magic after Bryant missed a shot from 27.5 feet that would have tied the game. It was a shot Battier could live with, even if it turned out to be good.
Battier looked back to see the ball drop through the basket and hit the floor. In that brief moment he was the picture of detachment, less a party to a traffic accident than a curious passer-by. And then he laughed. The process had gone just as he hoped. The outcome he never could control.
Michael Lewis is the author of “Moneyball” and a contributing editor for Vanity Fair. His next book, “Home Game,” a memoir about fatherhood, will be published in June.