#96–David Epstein: How range of experience leads to better performance in a highly specialized world

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David Epstein
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~4 min
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8 Jul 2020
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2:37:10
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4.3K
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KEYPOINTS

  • 01

    The '10,000-hour rule' rests on thin data and hides huge variation

    The famous study looked at 30 violinists at a Berlin music academy, split into three groups. The top group averaged about 10,000 hours of practice by age 20. Its author, Anders Ericsson, wouldn't call it a rule. David Epstein, author of 'The Sports Gene' and 'Range', says the average conceals the spread. When the researcher Tim Lightfoot asked about the variance, he was told it didn't matter.

  • 02

    Chess shows how wide the range is

    Reaching international master status takes an average of 11,053 hours, but some players got there in about 3,000 hours and others still hadn't after 25,000. Epstein would put a 90% confidence interval for mastery somewhere between 1,000 and 40,000 hours. In many sports, elite athletes logged far fewer, often 4,000–6,000. The deliberate-practice framework assumes 'monotonic benefits', that more practice always means more skill for everyone, which ignores individual differences.

  • 03

    Some 'genetic' talents are learned perception

    Epstein expected that hitting a fastball at about 100 mph needed exceptional reflexes, but it doesn't. The ball arrives too fast for any human reaction, even in the top 0.01%. Elite hitters instead learn to read cues before the pitch is released. Muhammad Ali's measured reaction time, about 150 ms, was very fast but not unique.

  • 04

    Kind and wicked learning environments

    Psychologist Robin Hogarth coined the terms. In a kind environment, goals are clear, patterns repeat and feedback is immediate and accurate, as in golf, where the ball is always static. In a wicked environment, the rules are unclear, feedback is delayed or misleading, and narrow experience can make people more confident without making them better. Most of life, including medicine and business, is more wicked than golf.

  • 05

    Short-term success can undermine long-term learning

    At the US Air Force Academy, cadets are randomly assigned to calculus professors for three years in a row and all sit the same committee-written exams. Over a decade, with about 100 professors and 10,000 students, the professors whose students did best in Calculus I had students who did worse in the next two courses. Teaching to the test boosts quick performance but undermines deep understanding.

  • 06

    Struggle beats procedure

    Students drilled in procedures would check 500 + 200 = 700 only by computing 700 − 200, never 700 − 500. Interleaved, 'desirable difficulty' practice feels slower and students don't feel they're learning, but in one randomised study it improved results by 0.83 standard deviations, moving a 50th-percentile student to roughly the 80th.

  • 07

    Tiger Woods is the exception; Roger Federer is the rule

    Tiger was given a putter at seven months, showed off his swing on 'The Mike Douglas Show' at two and was the world's best at 21. Federer played basketball, badminton, skateboarding, swimming, wrestling and football, and declined to move up levels so he could stay with friends. His mother, a tennis coach, refused to coach him. Epstein says Federer's 'sampling period' is the more common route to elite success.

  • 08

    Early specialisation may burn out the desire

    Tennis academies can produce players who are great at 16 but have lost the will to keep going, an 'above-the-neck' effect as much as a physical one. Even Tiger said in 2000 that his father never asked him to play; Tiger always asked.

  • 09

    Match quality matters more than an early start

    Herminia Ibarra studies 'match quality', the fit between your interests, abilities and work, which predicts performance and burnout. Her finding: 'We learn who we are in practice, not in theory.' Testing and switching careers is a feature, not a failure.

  • 10

    Know when to drop your tools

    Firefighters who died fleeing wildfires were often found still carrying chainsaws, drip torches and packs, sometimes 100 feet from safety. Their tools were central to their identity. Epstein urges experts to ask which habits help 99% of the time but could kill them the other 1%.

  • 11

    Bad science thrives on uncritical dogma

    Attia argues that 90–95% of the roughly 100,000 papers added to PubMed each month serve no purpose. He cites John Ioannidis's 2005 paper 'Why Most Published Research Findings Are False' and quotes a senior scientist who said 19 of 20 people who test hypotheses for a living can't really do it. Both men see the 10,000-hour story as an example of a catchy claim outrunning its evidence.

EXAMPLES

  • 01

    The Challenger decision

    NASA had launched in temperatures as low as 53°F. On the morning of the January 1986 launch it was in the 30s. Morton Thiokol's initial 'don't launch below 53' recommendation rested on 'we've done 53 before', which backfired when NASA pushed for quantitative data. Engineers used to having data didn't know how to argue from qualitative evidence.

  • 02

    Frances Hesselbein

    She took her first professional job at 54, with one semester of junior college, and became CEO of the Girl Scouts during a late-1960s collapse in membership and turned it around. She now has 23 honorary degrees and still works weekdays in Manhattan at 103.

  • 03

    The 10,000-hour golfer

    Dan McLaughlin quit his job to follow the 'rule' and became a pro golfer with Ericsson consulting. He got about 7,000 hours in, improving a lot at first, but never turned pro. Epstein notes that he never predicted an exact number of hours, only huge individual variation.

  • 04

    Ayrton Senna at Monaco

    Both men call Senna's 1988 Monaco qualifying lap, 1.5 seconds clear of the field, inexplicable. Attia likens it to winning the Olympic 100 m by a second and a half.

OTHER RELEVANT

  • 01

    Sample broadly before specialising

    Give children a sampling period and let their desire, not a parent's plan, lead.

  • 02

    Choose desirable difficulty

    Mix up practice and test yourself, even though it feels slower.

  • 03

    Experiment to find your match

    Short trials of work tell you more than personality quizzes.

  • 04

    Audit the tools you won't drop

    Identify the habits and frameworks you rely on that could fail you in a new situation.