PurFact

Thinking Errors & Cognitive Biases

16 questions · Science

Our brain is a master of shortcuts. It has to decide in fractions of a second, and to do so it relies on rules of thumb that usually work well and sometimes go reliably wrong. In the 1970s psychologists Daniel Kahneman and Amos Tversky set out to measure these slips systematically; Kahneman received the Nobel Prize in Economics for it in 2002. Ever since, our thinking errors have had names. Some you know from everyday life. Anyone with an opinion finds support for it everywhere, and once you have bought a jacket you suddenly see it on every corner. With confirmation bias we remember the hits and overlook the rest. The anchoring effect lets a random number shift our estimate, and the halo effect turns a friendly smile into proof of competence. At the roulette table players believe that after five reds black is due, falling for the gambler’s fallacy. And anyone who keeps a project going only because so much money is already in it is caught by the sunk cost fallacy, just like the builders of Concorde. Other biases are quieter. Hindsight bias makes us believe afterwards that we knew it all along. Survivorship bias shows us only the winners, because the losers are no longer around to tell their story. Thanks to the IKEA effect we like the shelves we assembled ourselves, the Barnum effect makes horoscopes feel uncannily accurate, and the Dunning-Kruger effect explains why beginners are often the most confident voices in the room. Knowing the names does not make you immune, but it helps you spot the traps more often before you step into them.

Practise for free

PurFact brings every card back right before you would forget it. That's how knowledge sticks.

All questions with answers

What is the tendency to seek out and interpret information in a way that supports what you already believe?

Show answer

Confirmation bias

Hits stick in memory while counterexamples slip through. Psychologist Peter Wason demonstrated it in 1960 with his number sequence 2, 4, 6.

💡 Did you know? Search engines and social networks can amplify it, because they show us more of what we already like.

Which effect describes how people with little knowledge tend to overestimate their own ability the most?

Show answer

Dunning-Kruger effect

Psychologists David Dunning and Justin Kruger described it in 1999 at Cornell University.

💡 Did you know? It was inspired by a bank robber who rubbed lemon juice on his face, believing it would make him invisible to cameras.

What is the effect in which a number mentioned first, even a random one, pulls later estimates towards it?

Show answer

Anchoring effect

In 1974 Amos Tversky and Daniel Kahneman used a rigged wheel of fortune to show it.

💡 Did you know? Retailers use it with crossed-out sky-high prices that make the real price look like a bargain.

What is the error of believing, after the fact, that you knew the outcome of an event all along?

Show answer

Hindsight bias

Baruch Fischhoff demonstrated it in 1975; in everyday life it sounds like “I knew it all along!”.

💡 Did you know? It makes learning from mistakes harder: if you think you knew it all along, you stop asking why you were wrong.

What is the mistaken belief that after five reds in a row at roulette, black is now “due”?

Show answer

Gambler’s fallacy

On 18 August 1913 black came up 26 times in a row in Monte Carlo, and many lost a fortune betting on red.

💡 Did you know? The ball has no memory: on every spin the chance of red is exactly the same as before.

What is the error of sticking with a bad venture only because you have already put a lot of money or time into it?

Show answer

Sunk cost fallacy

A textbook example is Concorde: Britain and France kept building it although the aircraft could never pay off.

💡 Did you know? It is also known as the “Concorde fallacy”, after the supersonic airliner.

What is the effect in which a single positive trait, such as good looks, colours our judgement of a whole person?

Show answer

Halo effect

Edward Thorndike described it in 1920 when officers were rating their soldiers.

💡 Did you know? The reverse also exists: a single bad impression can overshadow everything else.

What is the effect of adopting an opinion or trend mainly because many others have already done so?

Show answer

Bandwagon effect

The name comes from the band wagon in a parade that people jump on to be part of the crowd.

💡 Did you know? That is why pre-election polls are suspected of steering votes towards the favourites.

What is the mental shortcut of judging how common something is by how easily examples come to mind?

Show answer

Availability heuristic

After news of plane crashes many people think flying is more dangerous than driving, although the opposite is true.

💡 Did you know? Sharks seem more dangerous than many everyday risks simply because shark attacks get far more news coverage.

What is the error of looking only at the successes and overlooking the failures, such as studying only the bombers that returned?

Show answer

Survivorship bias

During the Second World War statistician Abraham Wald advised armouring the spots without bullet holes: planes hit there never came back.

💡 Did you know? Advice from successful college dropouts is misleading too: you never hear from the many who failed.

What is the effect in which the same information is judged differently depending on how it is worded, such as “90% survive” versus “10% die”?

Show answer

Framing effect

Tversky and Kahneman showed it in 1981 with a thought experiment about an impending disease outbreak.

💡 Did you know? That is why a yoghurt label prefers “95% fat-free” to “5% fat”.

What is the effect in which people value an object more highly as soon as it belongs to them?

Show answer

Endowment effect

In experiments with coffee mugs, owners asked for about twice as much as buyers were willing to pay.

💡 Did you know? Economist Richard Thaler coined the term in 1980; he won the Nobel Prize in Economics in 2017.

What is the effect of accepting vague, general statements, as in horoscopes, as an accurate description of yourself?

Show answer

Barnum effect

In 1948 Bertram Forer gave all his students the same “personal” analysis; on average they rated it as highly accurate.

💡 Did you know? It is named after showman P. T. Barnum, whose shows had something for everyone.

What is the tendency to systematically underestimate how long your own projects will take and how expensive they will be?

Show answer

Planning fallacy

The Sydney Opera House was finished ten years late and cost about fourteen times the original estimate.

💡 Did you know? Hofstadter’s law jokes that it always takes longer than you expect, even when you take that into account.

What is the tendency to prefer keeping things as they are, even when a change would bring advantages?

Show answer

Status quo bias

That is why defaults are so powerful: countries with opt-out systems have far more organ donors.

💡 Did you know? Many people stay on the same energy tariff for years, although switching takes only minutes.

What is the effect in which people value things they have assembled themselves disproportionately highly?

Show answer

IKEA effect

Michael Norton, Daniel Mochon and Dan Ariely described it in 2011 and named it after the Swedish furniture store.

💡 Did you know? Back in the 1950s cake mixes reportedly sold better once buyers had to add a fresh egg themselves.

How PurFact works

Practise for free

Science: all topics →