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Cognitive Biases

Anchoring Bias

An initial number can pull a later estimate toward it, even when the number is arbitrary. Awareness and warnings may not eliminate the effect: the studies described by Wilson et al. (1996) and Quattrone et al. (1981) found that it persisted despite participants being warned.

THE IDEA

Anchoring and Awareness

Anchoring describes our tendency to rely heavily on the first piece of information we encounter when making a decision or estimate. That initial value—whether a price, a number from a spinning wheel, or a sales projection—serves as a reference point from which we adjust, often insufficiently. Classic demonstrations include Kahneman and Tversky’s wheel-of-fortune experiment: participants who saw a low random number gave lower estimates for the percentage of African nations in the UN, while those who saw a high number gave higher estimates, despite knowing the anchor was arbitrary. A similar effect emerges when people are asked to consider the last four digits of their Social Security number before guessing the number of dentists in Manhattan—the guess correlates with that unrelated number. In everyday life, a shopper sees a $50 shirt marked 25% off and judges $37.50 as a good deal, anchored to the original price, even if the same shirt is available elsewhere for $30.

People may not recognize how much an anchor influences them. Wilson et al. (1996) found only a moderate correlation between self-reported awareness and the size of the anchoring effect, and the vast majority of participants who denied being influenced still showed a clear bias. A person can show anchoring without reporting awareness of it. Explicit warnings may also fall short: both Wilson et al. and Quattrone et al. (1981) told participants not to be influenced by the anchor, yet anchoring persisted.

Anchoring can occur even without an overt comparative judgment that draws attention to the anchor, as long as the anchor is processed sufficiently. Wilson et al. demonstrated this by having participants perform five pages of computations on a large number; later estimates of cancer incidence were higher than in a control condition. One page of computations did not produce the effect, suggesting that the amount of processing mattered in that experiment. Processing the number did not necessarily mean recognizing its influence.

Further complicating the awareness picture is the perception of informativeness. Chapman and Johnson (1999) found that participants who believed a randomly generated anchor was informative sometimes showed a larger effect and sometimes a smaller one, but in both cases a significant anchoring effect remained among those who explicitly judged the anchor uninformative. Recognizing that the anchor is uninformative may therefore be insufficient.

Forecasts can acquire an unwarranted sense of solidity when a spreadsheet turns uncertain projections into neat rows and columns. Dragging a cell to extend a trend ad infinitum creates a tangible object that then serves as an anchor. Planners tunnel on that number, building beliefs around it because, as Kahneman noted, it is mentally easier to compare an idea to a reference point than to evaluate it in absolute terms. A figure we generated ourselves can become the reference point, even when its basis is weak.

A first offer can also anchor a salary negotiation, influencing counteroffers and the outcome. That can favor the first mover, but it does not establish that opening first is always advantageous. The same dynamic plays out in consumer purchases, where an original asking price can make a discount seem attractive, and even in predicting our own future emotions, where our current emotional state serves as the reference point, making it hard to imagine feeling differently.

Because we are so often oblivious, simply knowing about anchoring does not reliably reduce it. Some practical strategies involve deliberately breaking the single-reference-point mindset: comparing multiple options rather than evaluating one in isolation, reframing the problem to consider absolute value instead of relative adjustment, and slowing down decisions to think them through. While mere awareness may fall short, actively seeking alternative anchors and checking independent evidence can help challenge an initial estimate.

When to use it

  • When shopping for products, compare prices across multiple stores to avoid being anchored by the initial price.

  • During salary negotiations, do research on market rates before the discussion to set your own rational anchor.

  • When evaluating job candidates, avoid being overly influenced by the first impression or the first piece of information about them.

  • Negotiating a salary or the price of a product to be aware of the first offer's influence.

  • Making financial projections or sales forecasts to avoid over- or under-estimating based on an initial figure.

  • Estimating an unknown quantity by checking independent data and comparing more than one reference point.

  • Setting initial targets in business planning to prevent irrelevant anchors from skewing the plan.

  • Salary negotiations: The first offer often serves as a powerful anchor, shaping the range of acceptable counteroffers.

  • Product pricing: Retailers display a high original price next to a sale price to create an anchor, making the discount appear larger.

  • Forecasting: Initial estimates of project timelines or costs can anchor subsequent adjustments, leading to underestimation or overestimation.

  • Negotiating initial offers in salary or price discussions

  • Setting initial estimates in forecasting or project planning

  • Making first impressions in medical diagnosis or legal judgments

  • Evaluating product pricing in consumer decisions

  • In negotiations, the first offer often serves as an anchor that influences subsequent counters.

  • In pricing strategies, initial price points can anchor consumer perceptions of value.

  • In forecasting, initial estimates can anchor final predictions, leading to under-adjustment.

  • Setting the asking price when selling a home to influence buyers' perception of value.

  • Anchoring a project budget estimate by providing a high initial figure to make the final cost seem more reasonable.

  • Using an initial high donation request in fundraising to increase average contributions through anchoring.

  • Judicial sentencing decisions where the prosecutor's recommended sentence serves as an anchor for the judge.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Shirt Price Example

A person initially considers a $50 shirt too expensive, but when offered a 25% discount ($37.5), they perceive it as a good deal and buy it, unaware that the same shirt is available for $30 elsewhere. The original $50 price acts as an anchor.

02

Brand Quality Example

Trusting a brand without checking the shirt’s quality is a brand-based assumption. It illustrates anchoring when an initial impression continues to dominate judgment despite contrary information.

03

Wheel of Fortune and UN Countries

Kahneman and Tversky had subjects spin a wheel of fortune (which they knew was random). Those who got a low number estimated fewer African countries in the UN; those with a high number estimated more. The random starting number anchored their judgment.

04

Social Security Number and Dentists in Manhattan

In the demonstration described here, participants consider the last four digits of their Social Security number before estimating the number of dentists in Manhattan. The estimate’s association with the unrelated number illustrates anchoring.

05

Real Estate Negotiation

In a bargaining episode, opening with a high number like “I want a million for this house” sets an anchor. The counteroffer of “only eight-fifty” is still influenced by that initial level.

06

Cancer incidence estimate

Participants who performed extensive calculations (five pages) with large numbers later estimated a higher incidence of cancer than those who did only one page of calculations, demonstrating that the processed large numbers served as an anchor.

07

Real estate pricing

A real estate agent listing a house at $500,000 can cause buyers to anchor on that price, making their offers cluster near that figure even if the property is overpriced.

08

Awareness Experiment

In Wilson et al. (1996), participants were asked if they were influenced by an anchor. Most reported no influence, yet a significant anchoring effect was observed, showing that reported awareness did not reliably track the effect in that study.

09

Uninformative Anchor

Chapman and Johnson (1999) presented participants with random anchors. Even when participants considered the anchor uninformative, a significant anchoring effect occurred, showing that perceived informativeness is not necessary for the bias.

010

Head Movement and Anchoring Study

In this study, participants answered questions with self-generated or experimenter-provided anchors while nodding or shaking their head. The procedure aimed to test the effect of physical movements on the anchoring bias.

011

Salary Negotiation Anchoring

A first salary offer can serve as an anchor for later counteroffers. That possibility is a reason to research the range beforehand; it does not establish a universal advantage to speaking first.

✳

A MOMENT TO REFLECT

Put it to work.

  1. Can you recall a time when your initial impression of a price or value influenced your final decision, even after considering other factors?

  2. How might the anchoring effect affect your negotiations or salary expectations?

  3. What strategies can you adopt to consciously recognize when an anchor is influencing your judgment?

  4. How does anchoring affect your daily decisions, such as estimating prices or judging quantities?

  5. What independent evidence could you gather before seeing an asking price or initial forecast?

  6. What strategies can you use to minimize the impact of anchors in negotiations or forecasts?

  7. How might an arbitrary number influence your estimates in everyday decisions such as budgeting or shopping?

  8. Have you ever revised an estimate substantially after finding a different reference point? What changed your mind?

  9. Could you estimate an important quantity independently before comparing your answer with someone else’s?

  10. How might anchoring affect your initial estimates even when you are aware of the anchor?

  11. Can you recall a time when you were influenced by an anchor despite being warned or believing it was irrelevant?

  12. Why do you think warnings are often ineffective for reducing anchoring bias?

  13. What comparison groups and results would you need before concluding that nodding or shaking the head changes anchoring?

  14. In what situations might you rely too heavily on an initial anchor?

  15. How can you counteract the anchoring bias in your own decision-making?

  16. Think about a recent negotiation you were in. Did the initial number proposed influence your thinking? How might you use anchoring to your advantage?

  17. When making an important decision, what was the first piece of information you encountered, and how might it have biased your judgment?

  18. In what other areas of life, besides negotiation, might the anchoring effect influence your decisions without you realizing it?

Connected ideas

Another lens can bring the same problem into focus.

References

  1. Heuristics and Biases — Daniel Kahneman, Amos Tversky (1974)
  2. A new look at anchoring effects: Basic anchoring and its antecedents — Wilson, T. D., Houston, C. E., Etling, K. M., & Brekke, N. (1996)
  3. Wilson et al. (1996) — Wilson et al. (1996)
  4. Quattrone et al. (1981) — Quattrone et al. (1981)
  5. Chapman and Johnson (1999) — Chapman and Johnson (1999)
  6. Anchoring Effects in Judgments of Factual Questions — Jacowitz and Kahneman (1995)

CONTINUE THE CONVERSATION

Source texts

  • 60 Cognitive Biases That Ruin Everything We Do by David Scott
  • Heuristics and Biases The Psychology of Intuitive Judgment (Thomas Gilovich, Dale Griffin, Daniel Kahneman)
  • Heuristics and Biases The Psychology of Intuitive Judgment (Thomas Gilovich, Dale Griffin, Daniel Kahneman)
  • Heuristics and Biases The Psychology of Intuitive Judgment (Thomas Gilovich, Dale Griffin, Daniel Kahneman)
  • The 25 Cognitive Biases Uncovering The Myth Of Rational Thinking (Charles Holm)
  • The Black Swan The Impact of the Highly Improbable With a new section On Robustness and Fragility (Nassim Nicholas Taleb)
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