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Part 3: Additional Deep Dives (courses 4016–4169) beginner

The anchoring effect: the full picture

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Modules7
ForGeneral public, lifelong learners
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Course outline

Module 1 Module 1: What Anchoring Is and Where It Comes From

What Anchoring Is and Where It Comes From

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. What is the anchoring effect in judgment and decision-making?
  • A. The tendency to rely too heavily on the first piece of information encountered when making a numerical estimate ✓
  • B. The tendency to prefer options that are familiar because they have been chosen before
  • C. The tendency to seek out information that confirms one's existing beliefs
  • D. The tendency to overvalue something simply because one already owns it

Why: Anchoring refers to the bias where an initial value, or anchor, disproportionately influences subsequent estimates, even when that initial value is arbitrary or irrelevant. Option B describes a status quo or familiarity bias, option C describes confirmation bias, and option D describes the endowment effect.

Q2. In the classic 1974 study by Tversky and Kahneman, participants spun a wheel of fortune rigged to land on either 10 or 65 before estimating the percentage of African countries in the United Nations. What did they find?
  • A. Participants who saw the higher number gave estimates unaffected by the wheel
  • B. Participants who saw 65 gave significantly higher estimates than those who saw 10 ✓
  • C. Participants who saw 10 gave higher estimates because low numbers signal scarcity
  • D. Participants ignored the wheel entirely because it was obviously random

Why: Despite knowing the wheel outcome was random, participants' estimates were pulled toward the number the wheel landed on. Those anchored on 65 estimated a median around 45 percent, while those anchored on 10 estimated around 25 percent, demonstrating that irrelevant anchors still exert a powerful influence.

Q3. Why does anchoring occur, according to the leading explanation proposed by Tversky and Kahneman?
  • A. People deliberately use anchors as shortcuts to save mental effort
  • B. People adjust insufficiently away from a starting value, stopping once the estimate seems plausible ✓
  • C. People are unaware that the anchor was presented to them at all
  • D. People trust anchors because they assume the source has expert knowledge

Why: The insufficient adjustment account holds that people begin with an anchor and then adjust toward a more plausible estimate, but the adjustment is typically incomplete. They stop when the value feels reasonable, which is usually still too close to the starting point.

Q4. Which of the following is a real-world setting where anchoring is commonly observed?
  • A. Estimating the boiling point of water in a physics exam
  • B. Negotiating a salary when the employer names an initial offer first ✓
  • C. Choosing between two brands of toothpaste with identical ingredients
  • D. Recalling the date of a historical event from memory alone

Why: In salary negotiations, the first number put on the table often becomes the reference point for the discussion, pulling the final agreement toward it. The other options either involve objective facts or choices where anchoring is not a central driver.

Q5. Which statement best describes how the anchoring effect relates to expertise?
  • A. Experts are completely immune to anchoring because of their training
  • B. Anchoring affects only novices who lack domain knowledge
  • C. Experts can still be anchored, though the effect is sometimes reduced in their own domain ✓
  • D. Anchoring increases with expertise because experts overthink their estimates

Why: Research, including studies of judges and real estate professionals, shows that experts are not immune to anchoring. Their expertise may reduce the effect somewhat in their core area, but anchoring persists, and it can affect experts too.

Module 2 Module 2: The Original Experiments: Wheel of Fortune and Beyond

The Original Experiments: Wheel of Fortune and Beyond

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. In Tversky and Kahneman's 1974 wheel of fortune experiment, what did participants do after seeing the wheel land on a number?
  • A. They bet on whether the next spin would be higher or lower
  • B. They estimated the percentage of African countries in the United Nations ✓
  • C. They solved arithmetic problems under time pressure
  • D. They ranked the fairness of the wheel's design

Why: In the original study, participants first watched a rigged wheel of fortune land on a number (0 to 100), then estimated the percentage of African nations in the UN. Those who saw a higher number gave higher estimates, demonstrating the anchoring effect.

Q2. What is the core idea of the anchoring effect?
  • A. People always choose the first option they are shown
  • B. People's numerical judgments are biased toward an initial value, even when that value is irrelevant ✓
  • C. People become more accurate when given a reference number
  • D. People refuse to change their estimates once they have committed to them

Why: Anchoring describes the tendency for estimates to be pulled toward a starting value, or anchor, even when the anchor has no logical relevance to the question being judged.

Q3. In the wheel of fortune experiment, why was the wheel rigged to land on predetermined numbers?
  • A. To test whether participants could detect the rigging
  • B. To ensure the anchor values were random and unrelated to the judgment task, isolating the anchoring effect ✓
  • C. To make the study more entertaining for participants
  • D. To measure how quickly participants reacted to surprising outcomes

Why: Because the anchor values were assigned by chance and had no informational relevance to African UN membership, any systematic difference in estimates could be attributed to the anchor's influence rather than to knowledge or reasoning.

Q4. A shopper sees a jacket marked 'Was $400, now $199.' Which principle best explains why this price may seem attractive?
  • A. The availability heuristic, since the shopper recalls past sales
  • B. Anchoring, since the original $400 price serves as a reference point that makes $199 seem like a bargain ✓
  • C. The gambler's fallacy, since the discount is due for a reversal
  • D. Confirmation bias, since the shopper seeks evidence the jacket is good

Why: The $400 figure acts as an anchor. Judgments of the sale price's value are pulled toward that high reference point, making $199 appear to be a good deal regardless of the jacket's actual worth.

Q5. Which of the following is an accurate statement about the anchoring effect?
  • A. It only affects people with little education or experience
  • B. It can be eliminated simply by being aware of it
  • C. It occurs even when people know the anchor is random or uninformative ✓
  • D. It only occurs when the anchor is a very large number

Why: Anchoring is robust across expertise levels and persists even when people know the anchor is arbitrary. Awareness alone does not reliably eliminate the effect, and anchors can be small or large.

Module 3 Module 3: Anchoring in Negotiation and Pricing

Anchoring in Negotiation and Pricing

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. In a negotiation, why does the first number placed on the table tend to influence the final agreed price?
  • A. Because the first offer is always the most accurate estimate of market value
  • B. Because people's judgments are drawn toward that initial reference point, even when it is arbitrary ✓
  • C. Because negotiators are legally bound to stay near the first offer
  • D. Because later offers are always ignored by the other party

Why: The anchoring effect describes how an initial number biases subsequent estimates and judgments. Adjustments made from the anchor are typically insufficient, so the final outcome stays closer to the starting figure than it logically should, even if the anchor was arbitrary.

Q2. A retailer shows a jacket 'originally $300, now $150.' What pricing mechanism is most directly at work?
  • A. Loss aversion, because customers fear missing out on the discount
  • B. Anchoring, because the $300 reference price makes $150 seem like a bargain ✓
  • C. The sunk cost fallacy, because customers already invested time shopping
  • D. Bandwagon effect, because others are buying the jacket

Why: The high reference price ($300) serves as an anchor against which the sale price ($150) is judged. Even if $300 was never a real selling price, it shifts perceived value upward, making the discount feel more attractive.

Q3. Which tactic best reduces the risk of being unduly influenced by an anchor in a negotiation?
  • A. Refusing to name any number until the other party has spoken first ✓
  • B. Ignoring all numbers and focusing only on emotions
  • C. Immediately countering with an extreme opposite number
  • D. Accepting the first offer to speed up the process

Why: Deliberately letting the other side reveal their anchor first, or preparing your own independently researched reference point before the discussion, reduces the pull of someone else's arbitrary starting number. Ignoring numbers entirely is impractical, and accepting the first offer is the very behavior anchoring encourages.

Q4. Research on anchoring (such as Tversky and Kahneman's wheel-of-fortune experiment) found that participants' estimates of African countries in the UN were influenced by what?
  • A. Their prior knowledge of geography only
  • B. A randomly generated number from a spinning wheel ✓
  • C. The average answer given by experts
  • D. The difficulty level of the question

Why: In the 1974 study, participants first spun a wheel of fortune rigged to land on either 10 or 65, then estimated the percentage of UN members that were African. Those who saw 65 gave substantially higher estimates than those who saw 10, demonstrating that even obviously irrelevant anchors bias numerical judgment.

Q5. Which situation is the most likely place where anchoring would affect a buyer's willingness to pay?
  • A. A buyer comparing two identical products at the same price
  • B. A buyer seeing a high 'suggested retail price' crossed out next to a current price ✓
  • C. A buyer who has already completed a purchase and received a receipt
  • D. A buyer reading a product's technical specifications

Why: A crossed-out suggested retail price creates a high reference point that makes the current price appear more favorable. The other options do not introduce a salient numerical reference point that would shift the buyer's valuation.

Module 4 Module 4: Anchoring in Judgment, Estimation, and Forecasting

Anchoring in Judgment, Estimation, and Forecasting

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. In the classic Tversky and Kahneman (1974) wheel-of-fortune study, what did participants do after seeing a randomly determined number?
  • A. They ignored the number because it was clearly random
  • B. They estimated the percentage of African countries in the UN, with estimates biased toward the random number ✓
  • C. They guessed the outcome of the next wheel spin
  • D. They rated how lucky they felt on a scale of one to ten

Why: Participants first saw a number produced by spinning a wheel of fortune, then estimated the percentage of African nations in the UN. Their estimates were pulled toward the random anchor, showing that even arbitrary numbers can bias judgment.

Q2. What is the anchoring effect?
  • A. The tendency to rely too heavily on the first piece of information encountered when making a judgment ✓
  • B. The tendency to remember the most recent events most clearly
  • C. The tendency to seek out information that confirms existing beliefs
  • D. The tendency to overestimate the probability of rare events

Why: Anchoring is the bias whereby an initial value or piece of information, even if irrelevant, disproportionately influences subsequent estimates or judgments. Options B, C, and D describe recency bias, confirmation bias, and probability overweighting, respectively.

Q3. A negotiator opens with a high asking price for a used car. Why does this tactic often work even when buyers know the price is inflated?
  • A. Buyers are legally required to accept the first price stated
  • B. The high opening number serves as an anchor, pulling the final negotiated price upward even after adjustment ✓
  • C. Sellers who open high always get the full asking price
  • D. Buyers stop paying attention once a price has been stated

Why: The opening offer acts as an anchor. Negotiators typically adjust away from the anchor but often insufficiently, so the final price tends to land closer to the initial number than an unbiased estimate would predict.

Q4. According to research on insufficient adjustment, what typically happens after people are given an anchor?
  • A. They adjust fully away from the anchor to reach the correct answer
  • B. They adjust away from the anchor but stop too early, leaving the estimate closer to the anchor than it should be ✓
  • C. They adjust toward the opposite extreme to compensate for the anchor
  • D. They refuse to make any adjustment at all

Why: The anchor-and-adjust account proposes that people start from the anchor and adjust outward, but the adjustment is usually incomplete. This leaves final estimates biased toward the initial value.

Q5. Which of the following is a practical way to reduce the influence of anchors in forecasting?
  • A. Relying on a single expert's initial estimate as the starting point
  • B. Generating your own independent estimate before seeing any external figures, and considering a wide range of alternative reference points ✓
  • C. Choosing the first number you encounter so you can move on quickly
  • D. Ignoring all numerical information entirely

Why: Forming an independent judgment before exposure to others' figures and deliberately considering multiple reference points helps counteract anchoring. Simply ignoring numbers is impractical, and accepting the first anchor is what makes the bias worse.

Module 5 Module 5: Why Anchors Work: Mechanisms and Competing Theories

Why Anchors Work: Mechanisms and Competing Theories

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. In the classic Tversky and Kahneman (1974) wheel-of-fortune study, what was the primary purpose of the randomly determined number that participants saw before estimating the percentage of African countries in the UN?
  • A. To test whether participants could detect rigged random number generators
  • B. To provide a reference point that systematically biased subsequent numerical estimates
  • C. To measure participants' general knowledge of world geography
  • D. To confirm that participants understood the concept of randomness
Q2. Which mechanism is proposed by the 'selective accessibility' model of anchoring?
  • A. People deliberately adjust away from the anchor until they reach a plausible value
  • B. When evaluating an anchor, people selectively retrieve and test information consistent with it, making anchor-congruent information more accessible
  • C. People ignore the anchor entirely when they have expert knowledge of the topic
  • D. Anchors work by reducing the total cognitive load of the estimation task
Q3. What is the core claim of the insufficient adjustment account of anchoring?
  • A. People start from an anchor and adjust toward the true value, but stop adjusting too early, leaving estimates biased toward the anchor
  • B. People never consider the anchor because it is presented before the question
  • C. People adjust far beyond the anchor, overcorrecting in the opposite direction
  • D. Anchors have no effect when the anchor value is extreme
Q4. Which finding is most consistent with the selective accessibility account rather than a purely adjustment-based account of anchoring?
  • A. Anchoring effects disappear when participants are given more time to reason carefully
  • B. Anchoring effects appear even when the anchor is clearly irrelevant to the target quantity, and when people are asked to consider the possibility of the anchor being true
  • C. Anchoring effects are larger for participants who are asked to adjust in small steps
  • D. Anchoring effects occur only when the anchor is presented after the question
Q5. Why do researchers consider it difficult to fully separate the mechanisms of anchoring experimentally?
  • A. Because anchoring only occurs in laboratory settings and cannot be observed in the field
  • B. Because multiple mechanisms can produce similar behavioral patterns, so the same observed bias may be explained by different theories
  • C. Because participants always report their reasoning accurately, making mechanism identification impossible
  • D. Because anchor effects are too small to measure reliably
Module 6 Module 6: Limits and Exceptions: When Anchoring Weakens

Limits and Exceptions: When Anchoring Weakens

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. Which of the following best describes the anchoring effect?
  • A. People always reject any number offered to them during negotiations.
  • B. People's numerical estimates are biased toward an initial value, even when that value is arbitrary. ✓
  • C. People make more accurate estimates when they receive no reference point at all.
  • D. People only anchor on numbers they personally generated, never on external information.

Why: The anchoring effect refers to the tendency for numerical judgments to be pulled toward an initial reference value (the anchor), even when that anchor is irrelevant or arbitrary.

Q2. Which condition is most likely to WEAKEN the anchoring effect?
  • A. Asking people to explicitly consider and generate reasons why the anchor might be wrong. ✓
  • B. Presenting the anchor very quickly and without any context.
  • C. Giving people a highly extreme anchor they are certain is false.
  • D. Having people make estimates under severe time pressure.

Why: Encouraging deliberate consideration of alternatives, such as thinking about why the anchor could be inaccurate, tends to reduce anchoring. Quick presentation, time pressure, and cognitive load typically strengthen the effect.

Q3. Why might anchoring be weaker when people have genuine expertise in a domain?
  • A. Experts have no internal knowledge that could be influenced by external numbers.
  • B. Experts have more stored knowledge to draw on, allowing them to form an independent estimate that competes with the anchor. ✓
  • C. Experts always ignore any numbers presented to them.
  • D. Expertise causes people to automatically anchor on the lowest possible value.

Why: Expertise provides richer independent reference information, so experts can generate their own estimate and adjust less drastically toward the anchor. However, expertise does not eliminate anchoring entirely.

Q4. Under which circumstance is an anchor most likely to be seen as uninformative and therefore have a weaker effect?
  • A. When the anchor is obviously random, such as a number from a spinning wheel that participants clearly see is unrelated to the question. ✓
  • B. When the anchor comes from a credible authority on the topic.
  • C. When the anchor is presented repeatedly across several trials.
  • D. When the anchor is embedded in a detailed, plausible-sounding argument.

Why: Anchors that are transparently irrelevant may be discounted, weakening the effect. Credible sources, repetition, and plausible arguments tend to strengthen anchoring by making the anchor seem informative.

Q5. A person is asked whether the population of a city is more or less than 500,000 and then asked to estimate the exact population. Which factor would most likely reduce the influence of the 500,000 anchor?
  • A. Asking the person to first estimate the population of several other cities without any anchors. ✓
  • B. Making the 500,000 figure appear in bold, larger text.
  • C. Asking the question immediately after a long, distracting task.
  • D. Repeating the 500,000 figure several times before the estimate.

Why: Engaging in independent estimation tasks that activate relevant knowledge can reduce reliance on the given anchor. Bolding, distraction, and repetition tend to strengthen or do not reduce anchoring.

Module 7 Module 7: Debiasing Strategies and Applying the Research

Debiasing Strategies and Applying the Research

Introduction

Core content I

Core content II

Core content III

Summary

Further learning

Knowledge check

Q1. In the classic Tversky and Kahneman (1974) experiment, participants spun a wheel of fortune rigged to land on either 10 or 65 before estimating the percentage of African nations in the UN. What did this demonstrate?
  • A. People are unable to estimate numerical quantities at all without external aids
  • B. Arbitrary numbers, even ones known to be random, can pull subsequent numerical estimates toward them ✓
  • C. Participants with higher wheel results always gave higher estimates due to conscious deception
  • D. Only experts in geography are susceptible to anchoring effects

Why: Even though participants knew the wheel result was random and unrelated to the question, their estimates were systematically pulled toward the spun number, showing that irrelevant anchors influence judgment.

Q2. Which of the following is an example of the anchoring effect in everyday life?
  • A. A shopper deciding a jacket is a good deal because it was originally listed at a much higher price ✓
  • B. A student forgetting the date of a historical event
  • C. A driver choosing a route based on a traffic app's real-time data
  • D. A chef following a recipe exactly as written

Why: The original high price serves as an anchor, making the sale price seem like a bargain even if the jacket's actual value is modest.

Q3. Which debiasing strategy is most directly aimed at reducing anchoring effects?
  • A. Deliberately generating alternative anchors or considering the opposite value before settling on an estimate ✓
  • B. Asking people to make decisions more quickly so they rely on intuition
  • C. Increasing the emotional stakes of the decision
  • D. Presenting only one piece of information to avoid confusion

Why: Considering the opposite or generating alternative reference points encourages people to think beyond the initial anchor, reducing its pull on their final judgment.

Q4. Why does anchoring persist even when people are warned about it?
  • A. Warnings cause people to overcorrect and ignore all numerical information
  • B. Anchoring operates largely through automatic, insufficient adjustment, which conscious awareness alone does not fully override ✓
  • C. Anchoring only affects people who have never heard of cognitive biases
  • D. Warnings make the anchor stronger by drawing attention to it

Why: Anchoring involves insufficient adjustment away from the starting point, a process that is largely automatic, so simply knowing about the bias often does not eliminate its influence.

Q5. A negotiator makes the first offer in a salary negotiation. What is the main reason this matters according to research on anchoring?
  • A. The first offer has no effect because both parties know the market rate
  • B. The first offer tends to set a reference point that shapes the range of subsequent counteroffers ✓
  • C. The first offer is only relevant if it is accepted immediately
  • D. The first offer signals the negotiator's emotional state but not their expectations

Why: Initial offers act as anchors, so they tend to pull the final agreement toward them, which is why making a well-reasoned first offer can be advantageous.

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