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Rabin Poudyal
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Psychology and biases

The fundamental attribution error

We explain other people's behaviour by who they are and underrate the situation they were in.

Lee Ross named it in 1977; the founding experiment is Edward Jones and Victor Harris's Castro essay study (1967).

A driver cuts you off and you conclude he is a jerk, not that he is late for something. A colleague misses a deadline and you think 'unreliable', not 'three other deadlines that week'. When you miss one, you know exactly which circumstances caused it. The fundamental attribution error is the habit of explaining other people's actions by their dispositions (character, ability, attitudes) while underweighting the situation that produced the action. Ross gave it the name in 1977. The founding demonstration is Jones and Harris's 1967 study, in which readers inferred a writer's private opinion from an essay even when told that the writer had been assigned which side to argue.

The mechanism is perceptual. The person is in front of you; the situation is background, often invisible, and takes effort to reconstruct. A dispositional label is also a cheap, stable predictor, so it feels useful. Jones and Harris's numbers show the effect is a shortfall, not a blank: the assigned essays shifted ratings less than the freely chosen ones, so readers did discount for the situation, just not enough. In organisations this becomes blame. A post-incident review that ends with 'the engineer was careless' has stopped exactly where the attribution error stops, and the system that let one careless moment take down production is left in place for the next person.

Whether the error is fundamental is disputed. Joan Miller compared Americans and Hindu Indians at ages 8, 11 and 15 and as adults in 1984. At the youngest age the two groups explained behaviour alike; with age, Americans increasingly cited general dispositions and Indians increasingly cited context. The dispositional habit is learned, and strongest in individualist cultures. Daniel Gilbert and Patrick Malone argued in 1995 for the more modest name 'correspondence bias'. The bias is also sometimes right: people do differ, and a label can predict. The discipline is to ask, before you reach for a trait, what situation would have made a reasonable person do the same thing, and whether you have checked.

Example

In 1967 Edward Jones and Victor Harris had 51 Duke University undergraduates read short essays for or against Fidel Castro's Cuba and rate the writer's real attitude on a scale from 10 to 70, with 40 as neutral. Some readers were told the writer had chosen the side; others were told it had been assigned. Writers who had chosen a pro-Castro essay were rated 59.6 and those who chose an anti-Castro essay 17.4. When readers knew the side was assigned the gap narrowed but did not close: 44.1 for assigned pro-Castro writers against 22.9 for assigned anti-Castro ones, a difference of more than 21 points produced by an essay the writer had no say in.

Where it applies

In incident reviews, replace 'who did it' with 'what made this the easy thing to do', and fix that. When a model behaves badly on one input, look at the prompt, the retrieval and the context window before concluding the model is bad; the situation usually explains more than the disposition.

Think about it

Think of the person who annoyed you most this week: what would their situation have to be for a reasonable person to act that way?

Applied it to something real? Log it.

Test yourselfReaders were told a writer had been assigned to defend Castro. Why does it matter that they still rated the writer as pro-Castro?

It shows the error is about underweighting the situation: readers knew the constraint, discounted it a little, and still inferred the writer's private attitude from the behaviour.

PractiseCatch it in a scenario: Spot the bias

Related models

Sources and further reading