Why an honest account of an accident can sound like an excuse
Listing the causes of an accident is how safety experts find the truth. To an untrained listener it can sound like dodging blame. Four biases explain why.
The famous figure of 150 is shakier than its fame suggests. Re-running the original method gives numbers anywhere from 2 to 520. What holds up better is that people's relationships come in layers, from a handful of close ties to a wide ring of acquaintances.
In 1992 the anthropologist Robin Dunbar compared primate species. Monkeys and apes with a larger neocortex, the outer layer of the brain, relative to the rest of the brain tended to live in larger groups. Dunbar drew a line through the data and extended it to the size of the human neocortex. The line predicted a group of about 150.
His idea, the social brain hypothesis, says keeping track of relationships is hard mental work, so the brain limits how many stable relationships a person can hold. The number spread far beyond science, into management books and advice on team size.
In 2003 Russell Hill and Dunbar asked people in the United Kingdom about the Christmas cards they sent. Counting everyone in each household that received a card, networks averaged 153.5 people. Counting only people contacted directly, they averaged 124.9. Both sit close to 150. Family made up a fairly constant share, around 21%.
In 2016 Dunbar surveyed UK adults about Facebook. The number of Facebook friends people had, and the number they counted as close, looked much like the size of offline networks. Online tools made contact easier, but did not seem to lift the ceiling on real relationships.
In 2021 three Stockholm researchers, Patrik Lindenfors, Andreas Wartel and Johan Lind, tested whether the primate data actually support a figure of 150. They re-ran the analysis on several datasets with modern statistical methods.
| Method | Estimated human group size | 95% confidence interval |
|---|---|---|
| Bayesian phylogenetic | 69 to 109 | 4 to 520 |
| Generalised least squares | 16 to 42 | 2 to 336 |
A confidence interval that runs from 2 to 520 says the data cannot pin the number down at all. Their conclusion: a cognitive limit on human group size "cannot be derived in this manner". Picking any one number from this method is, in their word, futile.
The Christmas card and Facebook studies still stand as descriptions of real networks. But they show what people in one country report; they do not prove a fixed limit set by brain size.
A 2005 study by Wei-Xing Zhou, Didier Sornette, Hill and Dunbar pooled data on how humans group themselves. They found groups do not come in any size. They cluster in a series, each layer roughly three times the one inside it: around 3 to 5, then 9 to 15, then 30 to 45, and so on outward.
That pattern fits everyday experience. Most people have a few people they would call in a crisis, a slightly larger circle of close friends, a wider ring of good friends, and a much larger set of people they know by name. Time, not only brainpower, limits the inner rings: closeness takes regular contact, and no one has unlimited hours.
Listing the causes of an accident is how safety experts find the truth. To an untrained listener it can sound like dodging blame. Four biases explain why.
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