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Mental Models

Loss Aversion in the Law

In Kahneman and colleagues’ surveys, people often judged a loss relative to an established wage or price more harshly than a forgone gain. The article connects those fairness judgments with legal distinctions between restoring losses and compensating for lost opportunities, while separating observed reactions from arguments about what the law should protect.

THE IDEA

Loss aversion in the law

During the year that we spent working together in Vancouver, Richard Thaler, Jack Knetsch, and I were drawn into a study of fairness in economic transactions, partly because we were interested in the topic but also because we had an opportunity as well as an obligation to make up a new questionnaire every week. The Canadian government’s Department of Fisheries and Oceans had a program for unemployed professionals in Toronto, who were paid to administer telephone surveys. The large team of interviewers worked every night and new questions were constantly needed to keep the operation going. Through Jack Knetsch, we agreed to generate a questionnaire every week, in four color-labeled versions. We could ask about anything; the only constraint was that the questionnaire should include at least one mention of fish, to make it pertinent to the mission of the department. This went on for many months, and we treated ourselves to an orgy of data collection.

We studied public perceptions of what constitutes unfair behavior on the part of merchants, employers, and landlords. Our overarching question was whether the opprobrium attached to unfairness imposes constraints on profit seeking. We found that it does. We also found that the moral rules by which the public evaluates what firms may or may not do draw a crucial distinction between losses and gains. The basic principle is that the existing wage, price, or rent sets a reference point, which has the nature of an entitlement that must not be infringed. It is considered unfair for the firm to impose losses on its customers or workers relative to the reference transaction, unless it must do so to protect its own entitlement. Consider this example:

A hardware store has been selling snow shovels for $15. The morning after a large snowstorm, the store raises the price to $20.

Please rate this action as:

Completely Fair Acceptable Unfair Very Unfair

The hardware store behaves appropriately according to the standard economic model: it responds to increased demand by raising its price. The participants in the survey did not agree: 82% rated the action Unfair or Very Unfair. They evidently viewed the pre-blizzard price as a reference point and the raised price as a loss that the store imposes on its customers, not because it must but simply because it can. A basic rule of fairness, we found, is that the exploitation of market power to impose losses on others is unacceptable. The following example illustrates this rule in another context (the source discusses an inflation adjustment of about 100% from data collected in 1984; the dollar figures below are historical):

A small photocopying shop has one employee who has worked there for six months and earns $9 per hour. Business continues to be satisfactory, but a factory in the area has closed and unemployment has increased. Other small shops have now hired reliable workers at $7 an hour to perform jobs similar to those done by the photocopy shop employee. The owner of the shop reduces the employee’s wage to $7.

The respondents did not approve: 83% considered the behavior Unfair or Very Unfair. However, a slight variation on the question clarifies the nature of the employer’s obligation. The background scenario of a profitable store in an area of high unemployment is the same, but now

the current employee leaves, and the owner decides to pay a replacement $7 an hour.

A large majority (73%) considered this action Acceptable. It appears that the employer does not have a moral obligation to pay $9 an hour. In these fairness judgments, the entitlement is personal: respondents treated the current worker as entitled to retain his wage even if market conditions made a cut possible. The replacement worker has no entitlement to the previous worker’s reference wage, and the employer is therefore allowed to reduce pay without the risk of being branded unfair.

The firm has its own entitlement, which is to retain its current profit. If it faces a threat of a loss, it is allowed to transfer the loss to others. A substantial majority of respondents believed that it is not unfair for a firm to reduce its workers’ wages when its profitability is falling. We described the rules as defining dual entitlements to the firm and to individuals with whom it interacts. When threatened, it is not unfair for the firm to be selfish. It is not even expected to take on part of the losses; it can pass them on.

Different rules governed what the firm could do to improve its profits or to avoid reduced profits. When a firm faced lower production costs, the rules of fairness did not require it to share the bonanza with either its customers or its workers. Of course, our respondents liked a firm better and described it as more fair if it was generous when its profits increased, but they did not brand as unfair a firm that did not share. They showed indignation only when a firm exploited its power to break informal contracts with workers or customers, and to impose a loss on others in order to increase its profit. The important task for students of economic fairness is not to identify ideal behavior but to find the line that separates acceptable conduct from actions that invite opprobrium and punishment.

We were not optimistic when we submitted our report of this research to the American Economic Review. Our article challenged what was then accepted wisdom among many economists that economic behavior is ruled by self-interest and that concerns for fairness are generally irrelevant. We also relied on the evidence of survey responses, for which economists generally have little respect. However, the editor of the journal sent our article for evaluation to two economists who were not bound by those conventions (we later learned their identity; they were the most friendly the editor could have found). The editor made the correct call. The article is often cited, and its conclusions have stood the test of time. More recent research has supported the observations of reference-dependent fairness and has also shown that fairness concerns are economically significant, a fact we had suspected but did not prove. Employers who violate rules of fairness are punished by reduced productivity, and merchants who follow unfair pricing policies can expect to lose sales. People who learned from a new catalog that the merchant was now charging less for a product that they had recently bought at a higher price reduced their future purchases from that supplier by 15%, an average loss of $90 per customer. The customers evidently perceived the lower price as the reference point and thought of themselves as having sustained a loss by paying more than appropriate. Moreover, the customers who reacted the most strongly were those who bought more items and at higher prices. The losses far exceeded the gains from the increased purchases produced by the lower prices in the new catalog.

Unfairly imposing losses on people can be risky if the victims are in a position to retaliate. Furthermore, experiments have shown that strangers who observe unfair behavior often join in the punishment. Neuroeconomists (scientists who combine economics with brain research) have used MRI machines to examine the brains of people who are engaged in punishing one stranger for behaving unfairly to another stranger. Remarkably, altruistic punishment is accompanied by increased activity in the “pleasure centers” of the brain. It appears that maintaining the social order and the rules of fairness in this fashion is its own reward. Altruistic punishment could well be the glue that holds societies together. Across these examples, reactions to imposed losses are stronger than the rewards for generosity, another asymmetry between losses and gains.

The influence of loss aversion and entitlements extends far beyond the realm of financial transactions. Jurists were quick to recognize their impact on the law and in the administration of justice. In one study, David Cohen and Jack Knetsch found many examples of a sharp distinction between actual losses and foregone gains in legal decisions. For example, they discuss compensation for goods lost in transit, distinguishing costs actually incurred from profits that were not realized. The familiar saying that possession is nine-tenths of the law illustrates the intuition that the reference point has moral weight; it is not itself a rule deciding such claims. In a more recent discussion, Eyal Zamir makes the provocative point that the distinction drawn in the law between restoring losses and compensating for foregone gains may be justified by their asymmetrical effects on individual well-being. If people who lose suffer more than people who merely fail to gain, they may also deserve more protection from the law.

When to use it

  • Setting prices after a surge in demand (e.g., ride-sharing during a storm) to avoid being seen as unfair and damaging reputation.

  • Negotiating salary reductions or layoffs: understanding that cutting pay for current employees is seen as a loss and may provoke backlash, while reducing starting salaries for new hires is more acceptable.

  • When designing a return policy, examine how customers understand the purchase, refund, and store credit relative to what they expected to retain.

  • In a legal-policy discussion, distinguish evidence about reactions to losses from the separate argument about which losses or missed gains deserve compensation.

FROM THEORY TO EVERYDAY LIFE

In practice

01

Snow shovel price increase

A hardware store raises the price of snow shovels from $15 to $20 after a blizzard. Despite increased demand, 82% of survey respondents rated this action as unfair because the price increase is seen as imposing a loss on customers relative to the reference price.

02

Wage Reduction vs. New Hire Wage

In the survey, reducing a current worker’s wage from $9 to $7 because other workers were available was judged unfair by 83%. Paying $7 to a replacement was acceptable to 73%. The contrast suggests that respondents attached the reference wage to the existing employment relationship.

✳

A MOMENT TO REFLECT

Put it to work.

  1. Think of a time when you felt a price increase was unfair. How did the reference price (the one you were used to) influence your reaction?

  2. If you were a manager, how would you handle a wage cut during a downturn, considering fairness perceptions and the distinction between current employees and new hires?

  3. What reasons might support giving different legal protection to incurred losses and forgone profits? Which reasons concern well-being, and which concern evidence or incentives?

Connected ideas

Another lens can bring the same problem into focus.

Often confused with

References

  1. Fairness as a Constraint on Profit Seeking: Entitlements in the Market — Kahneman, D., Knetsch, J. L., & Thaler, R. H. (1986)
  2. Study on Loss Aversion in Legal Decisions — Cohen, D. & Knetsch, J. L.
  3. Discussion of Law and Loss Aversion — Zamir, E.

CONTINUE THE CONVERSATION

Source texts

  • Thinking, Fast and Slow (Daniel Kahneman)
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