- •Brief Contents
- •Contents
- •Preface
- •Who Should Use this Book
- •Philosophy
- •A Short Word on Experiments
- •Acknowledgments
- •Rational Choice Theory and Rational Modeling
- •Rationality and Demand Curves
- •Bounded Rationality and Model Types
- •References
- •Rational Choice with Fixed and Marginal Costs
- •Fixed versus Sunk Costs
- •The Sunk Cost Fallacy
- •Theory and Reactions to Sunk Cost
- •History and Notes
- •Rational Explanations for the Sunk Cost Fallacy
- •Transaction Utility and Flat-Rate Bias
- •Procedural Explanations for Flat-Rate Bias
- •Rational Explanations for Flat-Rate Bias
- •History and Notes
- •Theory and Reference-Dependent Preferences
- •Rational Choice with Income from Varying Sources
- •The Theory of Mental Accounting
- •Budgeting and Consumption Bundles
- •Accounts, Integrating, or Segregating
- •Payment Decoupling, Prepurchase, and Credit Card Purchases
- •Investments and Opening and Closing Accounts
- •Reference Points and Indifference Curves
- •Rational Choice, Temptation and Gifts versus Cash
- •Budgets, Accounts, Temptation, and Gifts
- •Rational Choice over Time
- •References
- •Rational Choice and Default Options
- •Rational Explanations of the Status Quo Bias
- •History and Notes
- •Reference Points, Indifference Curves, and the Consumer Problem
- •An Evolutionary Explanation for Loss Aversion
- •Rational Choice and Getting and Giving Up Goods
- •Loss Aversion and the Endowment Effect
- •Rational Explanations for the Endowment Effect
- •History and Notes
- •Thought Questions
- •Rational Bidding in Auctions
- •Procedural Explanations for Overbidding
- •Levels of Rationality
- •Bidding Heuristics and Transparency
- •Rational Bidding under Dutch and First-Price Auctions
- •History and Notes
- •Rational Prices in English, Dutch, and First-Price Auctions
- •Auction with Uncertainty
- •Rational Bidding under Uncertainty
- •History and Notes
- •References
- •Multiple Rational Choice with Certainty and Uncertainty
- •The Portfolio Problem
- •Narrow versus Broad Bracketing
- •Bracketing the Portfolio Problem
- •More than the Sum of Its Parts
- •The Utility Function and Risk Aversion
- •Bracketing and Variety
- •Rational Bracketing for Variety
- •Changing Preferences, Adding Up, and Choice Bracketing
- •Addiction and Melioration
- •Narrow Bracketing and Motivation
- •Behavioral Bracketing
- •History and Notes
- •Rational Explanations for Bracketing Behavior
- •Statistical Inference and Information
- •Calibration Exercises
- •Representativeness
- •Conjunction Bias
- •The Law of Small Numbers
- •Conservatism versus Representativeness
- •Availability Heuristic
- •Bias, Bigotry, and Availability
- •History and Notes
- •References
- •Rational Information Search
- •Risk Aversion and Production
- •Self-Serving Bias
- •Is Bad Information Bad?
- •History and Notes
- •Thought Questions
- •Rational Decision under Risk
- •Independence and Rational Decision under Risk
- •Allowing Violations of Independence
- •The Shape of Indifference Curves
- •Evidence on the Shape of Probability Weights
- •Probability Weights without Preferences for the Inferior
- •History and Notes
- •Thought Questions
- •Risk Aversion, Risk Loving, and Loss Aversion
- •Prospect Theory
- •Prospect Theory and Indifference Curves
- •Does Prospect Theory Solve the Whole Problem?
- •Prospect Theory and Risk Aversion in Small Gambles
- •History and Notes
- •References
- •The Standard Models of Intertemporal Choice
- •Making Decisions for Our Future Self
- •Projection Bias and Addiction
- •The Role of Emotions and Visceral Factors in Choice
- •Modeling the Hot–Cold Empathy Gap
- •Hindsight Bias and the Curse of Knowledge
- •History and Notes
- •Thought Questions
- •The Fully Additive Model
- •Discounting in Continuous Time
- •Why Would Discounting Be Stable?
- •Naïve Hyperbolic Discounting
- •Naïve Quasi-Hyperbolic Discounting
- •The Common Difference Effect
- •The Absolute Magnitude Effect
- •History and Notes
- •References
- •Rationality and the Possibility of Committing
- •Commitment under Time Inconsistency
- •Choosing When to Do It
- •Of Sophisticates and Naïfs
- •Uncommitting
- •History and Notes
- •Thought Questions
- •Rationality and Altruism
- •Public Goods Provision and Altruistic Behavior
- •History and Notes
- •Thought Questions
- •Inequity Aversion
- •Holding Firms Accountable in a Competitive Marketplace
- •Fairness
- •Kindness Functions
- •Psychological Games
- •History and Notes
- •References
- •Of Trust and Trustworthiness
- •Trust in the Marketplace
- •Trust and Distrust
- •Reciprocity
- •History and Notes
- •References
- •Glossary
- •Index
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References |
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R E F E R E N C E S
Arkes, H.R., and C. Blumer. “The Psychology of Sunk Cost.”
Organizational Behavior and Human Decision Processes 35 (1985): 124–140.
Arkes, H.R., C.A. Joyner, M.V. Pezzo, J. Nash, K. Siegel Jacobs, and E. Stone. “The Psychology of Windfall Gains.” Organizational Behavior and Human Decision Processes 59(1994): 331–347.
Chambers, V., and M. Spencer. “Does Changing the Timing of a Yearly Individual Tax Refund Change the Amount Spent vs. Saved?” Journal of Economic Psychology 29(2008): 856–862.
Eply, N., D. Mak, and L.C. Idson. “Bonus or Rebate? The Impact of Income Framing on Spending and Saving.” Journal of Behavioral Decision Making 19(2006): 213–227.
Gourville, J.T., and D. Soman. “Payment Depreciation: The Behavioral Effects of Temporarily Separating Payments from Consumption.” Journal of Consumer Research 25(1998): 160–174.
Heath, C., and J.B. Soll. “Mental Budgeting and Consumer Decision.” Journal of Consumer Research 23(1996): 40–52.
Odean, T. “Are Investors Reluctant to Realize their Losses?” Journal of Finance 53(1998): 1775–1798.
Prelec, D., and G. Loewenstein. “The Red and the Black: Mental Accounting of Savings and Debt.” Marketing Science 17(1998): 4–28.
Shefrin, H.M., and R.H. Thaler. “The Behavioral Life Cycle Hypothesis.” Economic Inquiry 26(1988): 609–643.
Thaler, R.H. “Mental Accounting and Consumer Choice.” Marketing Science 4(1985): 199–214.
Thaler, R.H., and E. Johnson. “Gambling with the House Money and Trying to Break Even: The Effects of Prior Outcomes on Risky Choice.” Management Science 36(1990): 643–660.
Wertenbroch, K. “Consumption Self-Control by Rationing Purchase Quantities of Virtue and Vice.” Marketing Science 17(1998): 317–337.
Status Quo Bias and Default
4 Options
Jill is a transfer student who arrived on campus several months ago, deciding to live off campus. When she was hungry on her first day after arriving, she walked around the street near her apartment, where dozens of restaurants were located. Each of the restaurants looked good, and eventually she decided simply to walk in the next one she came across. Since that time, she has tried some of the other restaurants nearby, and some are very good, but she most often eats at that same restaurant. It is not the nearest to her apartment, but nonetheless she considers it worth the walk.
Consider also a person who is buying auto insurance for the first time, meeting with the insurance agent. The policies are rather complicated and involve making decisions regarding several different parameters (e.g., collision coverage, deductibles). The purchaser desires a good price on the insurance policy, but she finds it difficult to determine how likely it is that she will need each type of coverage, to determine the level of coverage she would need, and to decide how often she would need to pay the deductible. After describing all of the potential parameters and options, the agent says, “Here is our standard policy,” pushing across the desk a packet of paper describing the types of coverage included in the standard policy. “It is possible to add any of the extras or subtract many of the options from this, but this is the policy we recommend.” After considering for a couple of minutes, the purchaser decides to purchase the standard policy. Later, when she has the chance to reexamine her policy upon renewal, she opts to continue with the standard package.
A single decision—or even a chance event—can set up habitual behavior that continues for long periods of time relatively unexamined. The fact that one has always walked a particular way to work might lead one to continue to walk that way to work even if one discovers other routes are more scenic or shorter. Further, when other, potentially more desirable, options are presented, people might resist change altogether. People often shape their view of the correct choice by the actions that seem to be suggested by the situation. In many cases, a default option is available. A default option is one that is automatically selected when the decision maker expresses no explicit choice. For example, many brands of computer arrive with the Windows operating system installed unless the consumer requests some other operating system.
This chapter further develops the prospect theory foundation to explain why people might favor the status quo, as well as why they might value items in their possession more than identical items not in their possession. Further, we discuss the use of default options to shape
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consumer choice in policy and in business applications. In many respects, the use of default options can be considered the most successful contribution of behavioral economics to public policy at the present writing.
Rational Choice and Default Options
Standard models of economic choice consider that people evaluate every option based upon the utility they will derive from the choice and then select the option with the highest utility. Thus, default options should hold no special place in the mind of the individual decision maker. For example, someone choosing between two possible choices x and y simply chooses x if the utility derived from consuming x is greater than the utility derived from consuming y, ux > uy. If more utility is derived from consuming y, then y will be chosen.
Suppose x represents choosing a car with an automatic transmission, and choosing y represents an identical car with a manual transmission. Cars often have an automatic transmission by default unless the consumer requests a manual transmission. Consumers might decide to request manual transmission, for example, if they live in a snowy area where the manual transmission could add to their ability to control their car on slippery surfaces. Unless the customer explicitly enjoys choosing whatever item is named the default, the naming of a default should not change the preference for either choice x or choice y. Thus, naming a default option should have no impact on choice so long as making the choice is free and so long as the customer is not indifferent between the two options. So, if suddenly auto manufacturers named manual transmission the default, we would expect most consumers to persist in choosing the automatic transmission if it were not costly to do so. In this case, we might expect the default option to affect choice only when the options are not very different in terms of outcome or when the cost to switching to the nondefault option is large. In other cases where the decision is relatively costless and where outcomes are relatively dissimilar, we should expect very little impact from switching the default option.
EXAMPLE 4.1 Organ Donors
The lack of suitable organ donors creates a constant problem in the United States and in many other countries. Those who have failing kidneys, livers, or other organs can extend their life significantly if their failing organs can be replaced with healthy organs harvested from those who have recently died. Thousands of people die each year as a result of the dearth of suitable organs. One of the primary reasons for the scarcity of suitable organs is that a majority of Americans have chosen not to donate their organs upon death. Only 28 percent of U.S. citizens sign the donor card necessary to become an organ donor.
Eric Johnson and Daniel Goldstein found that the level of organ donations across countries is very closely related to the default option specified. In the United States, Denmark, the Netherlands, the United Kingdom, and Germany, people are not considered for organ donation upon death unless they explicitly specify their willingness to be an organ donor. In each of these countries the rate of organ donors is less than 28 percent, and in the case of Denmark it is only around 5 percent. Alternatively, Austria, Belgium, France,
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Hungary, Poland, Portugal, and Sweden all consider people to be organ donors unless they have explicitly stated their objection. Aside from Sweden, the rate of those selecting organ donation is greater than 98 percent; the rate in Sweden is about 85 percent.
To determine how much of this effect may be due to the cost of choosing, Johnson and Goldstein ran an online experiment asking subjects to make a hypothetical choice. Some subjects were asked to imagine that they had just moved to a new location where one was not considered on organ donor unless one stated one’s preference to donate. Others were given the same scenario but were told that one was considered an organ donor unless otherwise stated. Finally, a third group was asked to state their preference when no default was designated. Donation rates for those who were required to opt in were 42 percent, compared to 82 percent and 79 percent in the opt-out and no-default conditions. We call a preference for the default option the default option bias.
EXAMPLE 4.2 Journal Subscriptions
Members of professional societies often receive research journals as part of their membership. For example, the American Economic Association for many years included subscriptions to three journals in the price of membership: American Economic Review,
Journal of Economic Literature, and Journal of Economic Perspectives. With the increasing printing costs of journals, some associations sought to save money by offering members a discount for eliminating their subscription to some journals. This brings up the question of what the default option would be. Apparently, at one point the American Economic Association considered offering a discount for subscribing to only two of the three journals and receiving the third only electronically. Daniel Kahneman, Jack Knetsch, and Richard Thaler report that many prominent economists involved in this decision believed that more members would subscribe to all three journals if that was presented as the default option, with a discount for eliminating one, rather than a default to receive two of the journals with an optional extra fee for receiving the third.
Preference Formation, Framing, and the
Default Option
The rational model of choice supposes that people have well-formed and consistent preferences. It is conceivable, or even probable, that people have not formed preferences over many of the choices they face. If this is the case, people may be unduly influenced by the framing of the question or other subtle cues that help to determine the value. Johnson and Goldstein propose that default options shape choice by providing an anchor for subsequent decision making. Essentially, in the absence of preferences, a person looks for suggestions. The default option fills the void of preferences.
This is not the only realm where preferences appear to respond to suggestions. For example, Dan Ariely, George Loewenstein, and Drazen Prelec conducted an experiment in which many M.B.A. students were presented with various items with an average retail price of around $70. Each student was first asked whether he or she would be willing to
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pay the amount given by the last two digits of their Social Security number for the items. |
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They recorded a yes or no response. Afterwards, they were asked the maximum amount |
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they would be willing to pay for each item. A random device then determined a sale |
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price, and those who had stated a willingness to pay above that price were given the item |
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in exchange for the selected price. Interestingly, the subjects’ stated willingness to pay |
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for the items was substantially correlated with the last two digits of the subjects’ Social |
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Security number. Thus, those with a Social Security number ending in “99” were willing |
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to pay more for the items than those with a Social Security number ending in “01.” It is |
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clearly unlikely that one’s Social Security number truly determines the enjoyment |
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received from consumption of a selected group of items. Nor is it likely that Social |
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Security numbers are complements or substitutes for various items. Rather, it appears |
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that the subjects are behaving according to an anchoring and adjusting mechanism. |
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Anchoring and adjustment supposes that when forming a belief, especially when the |
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belief is expressed as a number, people anchor on numbers that are conveniently available |
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and that their eventual stated belief is the result of adjusting from this anchor. Thus, |
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people might anchor on the last two digits of their Social Security number when asked if |
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they would be willing to pay that amount. Then, when asked what their maximum will- |
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ingness to pay would be, they start from the anchor and adjust up or down to approximate |
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their preference. The resulting belief contains the fingerprints of the anchor that was |
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originally used to formulate an answer because it was used to form the preference. Thus, |
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those who have a high Social Security number state a relatively high willingness to pay. |
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Those with a low Social Security number state a relatively low willingness to pay. In this |
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case, the Social Security number becomes a simple tool to help create a set of preferences. |
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Similar experiments have shown evidence of this effect in other contexts. |
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As applied to the default option problem, it may be that the default option functions |
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much like an anchor, in that it is given special salience, or prominence, in decision |
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making. Thus, because it is the default, although people might form varying preferences |
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for all options, they anchor their preferences on the default option, giving it particular |
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salience. Additionally, the naming of a default can have the effect of framing the |
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decision. In this sense, an anchor in preferences can perform much like a reference point. |
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When organ donation is the default, one might consider the notion of retaining one’s |
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organs after death to be a relatively small gain given the loss in benefits to others. |
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Alternatively, when not donating is the default, one might feel that losing one’s organs |
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after death is adding insult to injury. In this way, preferences for default options can |
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result in setting a reference point, thus determining preferences. |
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To see this more clearly, if the default option and the alternative contain tradeoffs, |
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then moving from one option to the other involves losing something and gaining |
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something else. For example, choosing the two-journal option results in the loss of a |
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journal and the gain of some cash. Figure 4.1 displays indifference curves resulting from |
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two possible reference |
points. Suppose |
the |
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x2r , y2r . As discussed in Chapter 3, the selection of a reference point alters the shape of |
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indifference curves. At a reference point, reducing the amount of one good is considered |
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a loss, requiring a substantial increase in the amount of the other good to compensate. |
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This creates a kink in the indifference curve at the reference point. |
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The curve in Figure 4.1 with a value of k1 represents the indifference curve that |
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intersects the point xr , yr |
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74 |
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STATUS QUO BIAS AND DEFAULT OPTIONS |
FIGURE 4.1 Considering Tradeoffs from
Two Reference Points
y
y1r
v(x, y ǀ x1r, x1r) = k1
y2r
v(x, y ǀ x2r, x2r) = k2
x1r |
x2r |
x |
xr2, yr2 results in a lower utility value because it falls below the indifference curve in question. In essence, xr2, yr2 does not provide enough of good x to compensate for the loss of y given the reference point xr1, yr1. If the reference point is xr2, yr2, the indifference curve with value of k2 represents the indifference curve intersecting the point xr2, yr2. When using xr2, yr2 as the reference point, clearly xr1, yr1 is inferior because it lies to the left of the indifference curve in question. In essence, xr1, yr1 does not provide enough of good x to compensate for the loss of good y. Notably, these indifference curves cross, contrary to the requirements for rational transitive preferences. Selection of a reference point changes the shape of the indifference curves with respect to the reference point selected, leading to the potential for nontransitive preferences and the reversal of preferences between two options. If selecting a default option essentially designates the reference point, this might explain the strength of defaults in shaping choices. People emphasize the losses associated with alternatives to the default rather than the gains, leading many to select the default. In this way, a clever marketer or policymaker can shape the preferences of their target audience.
Interestingly, people appear to make consistent choices when choices are made simultaneously under the same reference point. Thus, once the reference point or anchor is set for a group of decisions, the person reacts to tradeoffs in a way that mimics rational decision making. However, if choices are made in isolation, reference points can change between choices, resulting in choices that cannot be reconciled with a consistent set of preferences. For example, Ariely, Loewenstein, and Prelec provided an arbitrary anchor (a number) and then asked a set of participants how much they would need to be compensated to listen to varying lengths of unpleasant noise. Although the responses were consistent with standard choice theory in that longer lengths of unpleasant noise required greater compensation, the anchor appeared to influence the first elicited compensation measure. Those who were asked first about short durations required more compensation than those asked first about longer durations. In fact, the compensation
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Preference Formation, Framing, and the Default Option |
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required for the longest duration when the longest was asked first was about the same as the compensation required for the shortest duration when the shortest was asked first. Although preferences appear coherent in many circumstances, they can result from arbitrary anchoring.
EXAMPLE 4.3 Retirement Savings and Default Options
The use of defaults to shape behavior has often been discussed in the context of retirement savings. There is a documented need to increase the propensity of workers to save more for retirement, preventing future public expenditures. Nearly 50 percent of Americans exhaust their retirement savings before they die. Brigitte Madrian and Dennis Shea examined the enrollment of employees at a particular firm in 401(k) retirement programs. These programs generally require some minimum level of contribution by employees from their regular paycheck. The employer then contributes some additional amount to the retirement account. The money is allowed to accumulate and earn a return on investment that will not be taxed until it is withdrawn from the account after retirement. Before April 1998, this firm had allowed employees to opt into the 401(k) if they wished. After that date, employees were automatically enrolled unless the employee decided to opt out. Controlling for age disparities, they compared enrollment rates of those hired before and after the change in the default, finding the default option increased participation by about 50 percent. Thus, policymakers interested in reducing the number of elderly with inadequate retirement savings may be able to induce savings without eliminating the employee’s participation choice by simply setting up a default option.
EXAMPLE 4.4 Insurance and the Right to Sue
States often set guidelines for the types of auto insurance policies offered in its borders. At one point, many states considered limiting the types of lawsuits that one could pursue following an accident. In particular, they debated allowing one insurance policy that allowed full rights to sue for any damages and another policy that cost somewhat less that limited the amount the policyholder could seek in certain types of lawsuits. Again, this leads to the question of which policy would be considered the default option. A team of researchers led by Eric Johnson conducted an experiment asking subjects to imagine they had moved to a new state and that they needed to decide on the type of coverage. One group was presented the full-rights insurance policy as the default, a second was given the limited-rights policy as the default, and a third group was presented the two policies without any default specified. In each group, a set of fixed prices was associated with both choices. Of those presented the full rights as the default, 53 percent retained these rights, whereas only 28 percent retained these rights when the limited policy was the default. Of the neutral group, 48 percent decided to choose the full-rights policy. Thus, the amount one is willing to pay for the right to sue depends on how the choice is framed. If the default includes this right, giving it up requires more money in compensation than if the default excludes this right.