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Behavioural Finance

Daniel Kahneman

Psychologist, Nobel laureate and author of Thinking, Fast and Slow

Born 1934 • Passed away 2024

With Amos Tversky, documented the systematic biases in human judgment that became the foundation of behavioural economics.

Biography

Daniel Kahneman was a psychologist, born in Tel Aviv in 1934, whose research changed what economics assumes about the people it models. Working with Amos Tversky from the late 1960s, he documented that judgment under uncertainty does not merely contain random error but departs from the rational ideal in specific, repeatable directions.

The two central papers came out of that partnership. "Judgment under Uncertainty: Heuristics and Biases" appeared in Science in 1974 and described the mental shortcuts people use when estimating probability. Prospect theory, published in Econometrica in 1979, replaced the standard account of how people evaluate risky choices with one built from what participants actually did.

He received the Sveriges Riksbank Prize in Economic Sciences in Memory of Alfred Nobel in 2002, shared with Vernon Smith. Tversky had passed away in 1996, and because the prize is not awarded posthumously he could not share it. Kahneman was explicit and repeated in saying that the recognised work was joint.

Thinking, Fast and Slow, published in 2011, brought four decades of research to a general audience through the contrast between fast automatic judgment and slow deliberate reasoning. He was Professor Emeritus at Princeton University and passed away in 2024.

Career timeline

  1. 1934
    Born in Tel Aviv.
  2. 1961
    Completes a PhD in psychology at the University of California, Berkeley.
  3. 1969
    Begins his research collaboration with Amos Tversky at the Hebrew University of Jerusalem.
  4. 1974
    Publishes "Judgment under Uncertainty: Heuristics and Biases" in Science with Tversky.
  5. 1979
    Publishes prospect theory in Econometrica with Tversky.
  6. 1993
    Joins Princeton University.
  7. 2002
    Receives the Nobel Memorial Prize in Economic Sciences, shared with Vernon Smith.
  8. 2011
    Publishes Thinking, Fast and Slow.
  9. 2021
    Publishes Noise with Olivier Sibony and Cass Sunstein.
  10. 2024
    Passes away at the age of 90.

How he studied judgment

Kahneman's method was to compare what people actually do against a normative standard, and to treat the gap as the object of study rather than as measurement noise. If errors were random they would cancel out and could be ignored; his finding was that they are directional, which means they can be described, predicted and sometimes corrected.

The second commitment was to mechanism. It was not enough to show that people misjudge probability; the research proposed the shortcuts producing the misjudgment, such as assessing likelihood by how easily an example comes to mind. Naming the mechanism is what made the findings usable outside the laboratory.

He was notably willing to publish against his own conclusions. In 2017 he stated publicly that a chapter of Thinking, Fast and Slow had relied on priming studies whose evidence he no longer considered strong enough, which is a rarer act than the research itself.

Key ideas

Tap any idea to expand a plain-English explanation, why it matters, and where to learn more.

Loss aversion

A loss is felt more intensely than a gain of the same size, so the two do not cancel out psychologically.

Why it matters

It explains why investors hold losing positions hoping to break even, and why a falling portfolio feels worse than an equivalent rise feels good.

Example

Many people decline a coin flip that pays slightly more than it risks, because the potential loss weighs more heavily.

Prospect theory

People evaluate outcomes as gains and losses relative to a reference point rather than as final states of wealth.

Why it matters

It explains why the same portfolio feels like a success or a failure depending on what it is compared against.

Example

A holding at the same price feels quite different to someone who bought lower than to someone who bought higher.

Availability and anchoring

People judge likelihood by how easily examples come to mind, and estimates drift toward whatever number was seen first.

Why it matters

Recent market news is more available than long-run history, and a purchase price acts as an anchor long after it stops being relevant.

Example

Extensive coverage of a market fall can make another one feel more likely than the historical record suggests.

Two systems of thinking

Fast automatic judgment and slow deliberate reasoning operate differently, and the fast one answers most questions.

Why it matters

It reframes good decision making as knowing when to slow down rather than as trying to be generally smarter.

Example

A decision made while a market is moving quickly is usually the fast system answering an easier question.

Hindsight and the illusion of understanding

Once an outcome is known, it feels as though it was predictable, which inflates confidence about the future.

Why it matters

It is why every market turning point looks obvious afterwards and why forecasting confidence survives poor forecasts.

Example

A crash that few positioned for is routinely described afterwards as having been clearly coming.

Major contributions

  • Co-developed prospect theory with Amos Tversky, a descriptive account of decision making under risk.
  • Documented the heuristics people use to judge probability, including availability, representativeness and anchoring.
  • Established loss aversion as a measurable and repeatable asymmetry between losses and gains.
  • Wrote Thinking, Fast and Slow, which brought the research programme to a general readership.
  • Co-wrote Noise, extending the work from bias to the inconsistency of judgments that should agree.

Major successes

  • Received the Nobel Memorial Prize in Economic Sciences in 2002, shared with Vernon Smith.
  • Published prospect theory in Econometrica in 1979, one of the most cited papers in the social sciences.
  • Held the position of Professor Emeritus of Psychology and Public Affairs at Princeton University.
  • Received the Presidential Medal of Freedom in 2013.
  • Publicly revised his own position on priming research in 2017 when he judged the evidence insufficient.

Important books

  • Thinking, Fast and Slow2011

    The general-readership account of the research programme, organised around fast automatic judgment and slow deliberate reasoning.

  • Noise2021

    Written with Olivier Sibony and Cass Sunstein. Concerns unwanted variability in judgments that should agree, as distinct from systematic bias.

  • Judgment under Uncertainty: Heuristics and Biases1982

    An edited collection, with Paul Slovic and Amos Tversky, gathering the early heuristics research.

Influence on investors

Behavioural finance as a field rests substantially on this work. Loss aversion, anchoring and the availability heuristic are the standard vocabulary for describing why investors act against their own stated plans, and they entered finance from these papers rather than from within it.

Richard Thaler has written at length about the influence of Kahneman and Tversky on his own work, and the line from their research to behavioural economics and to choice architecture in retirement plans is direct and documented.

Criticisms and debates

A balanced view includes the main criticisms and open debates, presented neutrally.

  • Some studies cited in Thinking, Fast and Slow, particularly on social priming, have not replicated reliably, and Kahneman acknowledged this publicly in 2017.
  • Critics argue that laboratory findings can shrink in real settings where participants are experienced, stakes are high, or feedback is repeated.
  • The size of loss aversion has been contested, with some researchers arguing the standard estimates are too large or depend on how choices are framed.
  • Some economists maintain that documented biases do not necessarily aggregate into mispriced markets, since prices are set by marginal participants rather than average ones.
  • The heuristics-and-biases programme has been challenged by researchers who argue that simple heuristics are often well adapted to real environments rather than defective.

Lessons for investors

Plain-English takeaways. Context for learning, not advice to buy or sell anything.

  • 1Expect losses to feel larger than equivalent gains, and decide in advance rather than in the moment.
  • 2Notice the reference point you are judging against, because it decides whether the same holding feels good or bad.
  • 3Treat vivid recent events as less informative about the future than they feel.
  • 4Slow down deliberately for decisions that matter, since the fast system will answer regardless.

Notable quotes

“Nothing in life is as important as you think it is while you are thinking about it.”

Sourced: Thinking, Fast and Slow, 2011

“We are blind to our blindness. We have very little idea of how little we know.”

Sourced: Thinking, Fast and Slow, 2011

“Losses loom larger than gains.”

Sourced: Thinking, Fast and Slow, 2011
See all 4 Daniel Kahneman quotes

Frequently asked questions

Who was Daniel Kahneman?

Daniel Kahneman was a psychologist born in Tel Aviv in 1934 who received the Nobel Memorial Prize in Economic Sciences in 2002 and wrote Thinking, Fast and Slow. He passed away in 2024.

Did Amos Tversky share the Nobel Prize?

No. Tversky passed away in 1996 and the prize is not awarded posthumously. Kahneman shared the 2002 award with Vernon Smith and stated repeatedly that the recognised work was done jointly with Tversky.

What is prospect theory?

A description of how people actually choose under risk. Outcomes are judged as gains and losses relative to a reference point rather than as final wealth, and losses carry more weight than equivalent gains.

What is loss aversion?

The finding that a loss is felt more strongly than a gain of the same size. In investing it helps explain reluctance to realise a loss and the tendency to feel a falling portfolio more sharply than a rising one.

What are System 1 and System 2?

Kahneman's shorthand for fast automatic judgment and slow deliberate reasoning. Most questions are answered by the fast system, including many that would benefit from the slow one.

How does this apply to investing?

It describes why plans get abandoned: losses feel disproportionate, recent events feel more likely than they are, and purchase prices act as anchors. Knowing the pattern is not a strategy, but it makes the pattern easier to notice.

What did Kahneman say about replication problems?

In 2017 he stated publicly that he had placed too much confidence in social priming studies cited in Thinking, Fast and Slow, and that the evidence for that chapter was weaker than he had presented.

Related quotes

Other people in the library writing on the same themes.

Philosophies Daniel Kahneman is associated with

Schools of thought whose practitioner list names them. Association is not endorsement of the approach.

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