Homo economicus is dead! How do we know how the mind works? How the mind works

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Some facts about social preferences, or why we're sometimes nice and sometimes not Karthik Panchanathan buddha@ucla.edu Homo economicus is dead! It was a mistake to believe that individuals and institutions would pursue their self-interest and act in a rational manner.... a flaw in the model... that defines how the world works. How the mind works People aren t purely rational We don t always objectively analyze the data and make optimal decisions We sometimes pursue short-term rewards Social influences shape decision making People aren t purely self-regarding We don t always maximize our own utility We have other-regarding preferences, too, which can be pro-social or antisocial How do we know how the mind works? Behavioral game theory is one set of tools with which we can model human behavior Design experiments to precisely reveal specific aspects of behavior The results of these various experiments can be integrated to yield an empiricallygrounded model of human decision-making Self-regarding model U(x) = x Other-regarding model U(x) = x+a(x y)+b(y x)

Let s play a game Suppose I give one person (the proposer) $10 and ask her how she would like to allocate this money between herself and another person, in another room, whom she will never meet. The other person (the responder) can accept the proposed division, and both go home with some money; or, he can reject the division, and both go home with nothing. If you were the proposer, what would you offer? If you were the responder, what is the minimum acceptable offer? Behavioral Economics Participants make real choices involving substantial sums of money Participants can benefit others at a person cost Experiments are one-shot and anonymous, so reciprocity or reputation cannot motivate behavior The experiment you participated in is the Ultimatum Game, which models the last stage of a negotiation take it or leave it! Ultimatum Game If people were purely self-regarding: People aren t purely self-regarding: Responders should accept any non-zero offer Anticipating this, proposers should offer $1 100s studies in US, Europe, and Asia Most proposers offer half of the money Offers less than 20% are usually rejected Offers are rational given pattern of rejections Low computer-driven offers are accepted In a market version, people are self-regarding Cross Cultural Convergence

Machiguenga Au and Gnau Tend to make lower offers Tend to accept lower offers Social interactions mainly within nuclear families Economics students often behave the same way! Large offers are often rejected! Extreme generosity used to shame people Has someone ever tried to shame you with a gift? Did you accept the gift? Third Party Punishment Game Measures the willingness of third-parties to pay to enforce the fairness norm Allocator decides how much of his $10 endowment he wants to transfer to the recipient The recipient must accept whatever is offered; there is no possibility to reject After the allocation, an observer can subtract $3 from the allocator at a personal cost of $1 Self-regarding observers should not pay to punish unfair allocations Percentage of Observers who punish People do pay to punish Recipients beliefs Observers decisions 100 80 60 40 20 0 $0 $1 $2 $3 $4 $5 Allocator s transfer to Recipient Fehr and Fischbacher, 2004

The Bystander Effect Kitty Genovese (03/13/64) For more than half an hour thirty-eight respectable, law-abiding citizens in Queens watched a killer stalk and stab a woman in three separate attacks in Kew Gardens. Twice, the sound of their voices and the sudden glow of their bedroom lights interrupted him and frightened him off. Each time he returned, sought her out and stabbed her again. Not one person telephoned the police during the assault; one witness called after the woman was dead. (NY Times) The Bystander Effect Latané and Nida, 1981 A recipient is less likely to receive help, as the number of onlookers increases. The presence of others inhibits an individual from engaging in pro-social behavior. The effect has been replicated scores of times using many different dependent measures. Diffusion of responsibility: The presence of others offloads some of the responsibility onto them. (Not a division of responsibility) Study 1 Study 1: Laboratory Dictator Game: The dictator is given a sum of money and can transfer any amount to a recipient, who starts with nothing. Conditions: 1 Recipient may receive money from 1, 2, or 3 Dictators. Transfers are simultaneous, one-shot, and anonymous.

$24 Study 1 The endowments varied across conditions, keeping the average welfare per group constant at $12. If the Bystander Effect holds, recipients should earn less money as the number of dictators increases. 0.00 0.05 0.10 0.15 0.20 0.25 0.30 0.00 0.05 0.10 0.15 0.20 0.25 0.30 1 Dictator 1 dictator Recipient Payoff 2 Dictators 2 dictators Recipient Payoffs 1 dictator = $6.68 2 dictator = $4.18 3 dictator = $4.22 0.00 0.05 0.10 0.15 0.20 0.25 0.30 3 Dictators 3 dictators Recipient Payoff Recipient Payoff 1 Dictator 0.0 0.1 0.2 0.3 0.4 0.5 0.0 0.1 0.2 0.3 0.4 0.5 1 dictator 2 Dictators 2 dictators Dictator Transfers 1d: $6.68/$12 = 0.56 2d: $2.09/$6 = 0.35 3d: $1.41/$4 = 0.35 0.0 0.1 0.2 0.3 0.4 0.5 3 Dictators 3 dictators Study 2: Online

Study 2 Replication of Study 1 with an online subject population. Conditions: Subjects were assigned the role of Dictator. They were either alone, with one other Dictator, or two other Dictators. (There were no Recipients.) No compensation, hypothetical offers. 0.0 0.1 0.2 0.3 0.4 0.5 0.6 1 Dictator 1 dictator 20 25 Dictator Transfers 1d: $9.08/$12 = 0.76 2d: $6.59/$6 = 1.10 3d: $4.34/$4 = 1.09 2 Dictators 3 Dictators $24 0.0 0.1 0.2 0.3 0.4 0.5 0.6 2 dictators 0.0 0.1 0.2 0.3 0.4 0.5 0.6 3 dictators 20 25 20 25 A hypothetical infusion of responsibility? Summary of Results Fraction of Equal Transfer Amount 0.0 0.5 1.0 1.5 2.0 Laboratory, real stakes Fraction of Equal Transfer Amount 0.0 0.5 1.0 1.5 2.0 Online, hypothetical stakes With real stakes, there is a strong diffusion of responsibility recipients go home with substantially less money when there are 2 or 3 dictators as opposed to when there is 1. There is no diffusion of responsibility in an online study with hypothetical stakes. If anything, there is an infusion of responsibility when talk is cheap.

Concluding Remarks Human behavior cannot be adequately captured with a simple Homo economicus model with a few principles like rationality and a self-regarding preference In at least some contexts, we exhibit other-regarding preferences sometimes prosocial and sometimes anti-social The task is to empirically build up a better model of behavior People who know more than me Matt Ridley The Origins of Virtue Richard Thaler Cass Sunstein Nudge Colin Camerer Behavioral Game Theory