Anchoring Bias: Why the First Number Wins

Tversky and Kahneman showed a random number shifted estimates by 20 points. The first number you meet anchors salary, pricing, and project judgments.


Quick Answer

What is the anchoring bias?

  • The tendency to rely too heavily on the first piece of numerical information encountered (the "anchor") when making estimates or decisions
  • Documented by Tversky and Kahneman (1974): a randomly spun wheel stopping at 10 or 65 shifted UN country estimates by 20 percentage points
  • The mechanism is insufficient adjustment: people start from the anchor and adjust, but stop too early
  • Persists even when participants are told the anchor is random and offered financial incentives for accuracy

The structural response to anchoring is not awareness but procedure: who presents first, what number appears in written materials, what baseline is established before discussion begins.

The Wheel-of-Fortune Experiment

Tversky and Kahneman introduced the anchoring heuristic in their landmark 1974 paper “Judgment under Uncertainty: Heuristics and Biases,” published in Science (Vol. 185, No. 4157, pp. 1124–1131). The anchoring experiment is among the most cleanly designed in behavioral research.

Anchoring Bias: the first number you encounter pulls every later judgment toward it.

45 vs 25

median estimates of the percentage of African countries in the United Nations: participants who saw the wheel stop at 65 gave a median estimate of 45%; those who saw it stop at 10 gave a median of 25%. A 20-point gap driven entirely by an arbitrary number.

Tversky & Kahneman (1974), Science, 185(4157)

Participants were shown a wheel of fortune rigged to stop at either 10 or 65. They were then asked to estimate the percentage of African countries that are members of the United Nations. The wheel spin was explicitly presented as random: participants were told the number was chance-generated and had no bearing on the question. Yet those who saw 65 gave median estimates of 45%, while those who saw 10 gave median estimates of 25%. The anchor shifted the final estimate by 20 percentage points despite being demonstrably irrelevant.

The mechanism Tversky and Kahneman identified is insufficient adjustment: people start from the anchor value and adjust in the direction they believe is correct, but they stop adjusting before they should. The anchor creates a starting point that biases the search for a plausible answer; the adjustment process terminates too early, leaving the final estimate too close to the anchor.

Why Anchors Work Even When You Know

Subsequent research has consistently shown that anchoring effects persist even when participants are explicitly warned about the bias, offered financial incentives for accuracy, or told that the anchor was generated randomly. Strack and Mussweiler (1997) demonstrated that anchors activate associated knowledge: after seeing a high anchor, information consistent with that anchor becomes more accessible, and the estimation process disproportionately draws on that information.

This makes anchoring unusual among cognitive biases: it cannot be eliminated by knowing about it. A negotiator who understands anchoring in principle is still subject to the same directional pull from the first number on the table. The structural response is not awareness but procedure: who presents first, what number appears in written materials, what baseline is established before discussion begins.

Professional Applications

  • Salary negotiation. The first number named in a salary negotiation functions as an anchor regardless of who names it. Research by Galinsky and Mussweiler (2001) found that first offers in negotiation predicted final outcomes significantly, and that the effect was partially (but not fully) offset by counterfactual anchoring, which involves deliberately thinking about what the other party wants rather than adjusting from their anchor.
  • Project estimation. Initial estimates in project planning function as anchors for all subsequent revisions. Teams that start with an optimistic budget estimate systematically underestimate costs even after multiple revision rounds, because each revision adjusts from the prior estimate rather than performing a clean re-estimation from first principles.
  • Pricing and perceived value. The “original price” shown alongside a discounted price anchors value perception. A $200 item discounted to $120 is perceived as a better value than a $120 item priced without comparison, because the anchor creates a reference against which the final price is evaluated.
  • Email and communication. The first number mentioned in an email thread, whether a timeline, a budget figure, or a headcount, establishes an anchor that subsequent discussion adjusts around rather than independently assesses. The person who writes the first email with a number often determines the range within which the negotiation settles.

Frequently Asked Questions

Does anchoring work even when the anchor is obviously irrelevant?

Yes, and this is one of the most counterintuitive findings. In the Tversky and Kahneman experiment, the anchor was explicitly described as randomly generated by a wheel of fortune, yet it still produced a 20-point shift in estimates. Subsequent replications have tested anchors generated by social security numbers, birthday years, and other clearly unrelated sources, consistently finding that arbitrary numeric exposure shifts numerical judgments in the direction of the anchor. The anchor's irrelevance does not eliminate the effect; it merely reduces its magnitude slightly in some conditions.

How strong is anchoring in salary negotiations specifically?

Research consistently shows that the first offer in salary negotiations predicts final outcomes more strongly than almost any other single factor. Studies by Galinsky and Mussweiler found that first offers explained a substantial portion of variance in final negotiated outcomes. Counter-anchoring, which means aggressively naming a number far from the anchor in the other direction, reduces the effect, but even with a strong counter-anchor, the initial anchor still exerts measurable pull. The practical implication: in salary negotiations, the party who names a number first sets the range within which negotiation occurs.

Can you train yourself to be less susceptible to anchoring?

Training specifically focused on generating independent estimates before seeing any anchor, and on considering extreme counterarguments rather than simply adjusting away from the anchor, shows some effect in research settings. Mussweiler, Strack, and Pfeiffer (2000) found that 'consider the opposite' instructions, where participants were asked to generate reasons why the anchor value was inappropriate, reduced (though did not eliminate) anchoring effects. The key insight is that simply being told about anchoring produces little benefit; the corrective must be structural: generate your own estimate before seeing the anchor, or explicitly construct a counterargument before adjusting.

About the editorial team

Pranav Mishra
Written by Pranav Mishra AI/LLM Engineer at alfred_

Pranav builds the agents behind alfred_, the systems that triage inboxes, draft replies, and surface what actually needs a response. He runs alfred_’s head-to-head field tests against other assistants.

Connor Fata
Reviewed by Connor Fata Founder & CEO of alfred_

Connor is the founder and CEO of alfred_, focused on making personal assistants accessible to business operators and individuals so they can focus on what matters and what’s important.