Analysis of Prisoner's Dilemma Strategies: Trust, Reciprocity, and Punishment
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Dive into the Prisoner's Dilemma game to study trust, reciprocal behavior, and punishment strategies. Explore gender differences, statistical tests, and the impact of punishment on cooperation.
Analysis of Prisoner's Dilemma Strategies: Trust, Reciprocity, and Punishment
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Presentation Transcript
Module 1: Evolution and Economics An Analysis of You: Prisoner’s Dilemma
Prisoner’s Dilemma • This game is played by two people, designated A and B. • A plays first and can either cooperate or defect. • Knowing A’s choice, B can then either cooperate or defect.
B C D A:$30 B:$30 A:$10 B:$45 C A A:$15 B:$15 A:$45 B:$10 D Player A goes first without knowing what B will do. Player B goes second after learning A’s response.
Wingnuts:CDC, DCC, DDC A DDC Player: “Player A will know I helped them and they might help me in the future.”
Your Population? T-4 1 3 T-4 2
TRUST • Cooperation by Player A demonstrates trust. A DCD Player: “I don’t think there are too many people in here who wouldn’t want $45 over $30 if we both decided to cooperate.” A CDD Player: “If my partner sees that I chose to cooperate, they may choose to be altruistic and cooperate too so that we both get thirty dollars.”
RECIPROCITY • Cooperating with a cooperative first mover demonstrates reciprocity. A CCD Player: “I would cooperate because that’s what I wanted somebody to do, and I’m a nice guy.” A CDD Player: “Because I will make more money this way and the first player can’t stop me.”
Self-Sacrifice • Cooperating with a non-cooperative first mover demonstrates self-sacrifice. A CCC Player: “The effect on me is minimal, but it helps the other person immensely.”
The Scientific Method • Intro: Ask a question, make a hypothesis. • Methods: Do an experiment. • Results: Analyze outcomes Topics for Today: Gender Punishment (& Gender) One Idea From Me A Few From You
Statistical Tests • Effect Size • The magnitude of the relationship between variables. • Specific to a particular test. • p-value • The probability that an effect size is observed by chance. • As the sample size increases, the p-value goes down.
Statistical Tests • t-test: • A t-test determines whether the means of two separate groups are equal or not. = ?
Do Males and Females Behave Differently in the Game? • Null Hypothesis • There is no relationship between gender and first mover behavior. • Alternate Hypothesis • One gender offers cooperation more often than the other. p < .05
Do Males and Females Behave Differently … In trust behavior? Male Mean = .64 Female Mean = .65 Males = 58 Females = 57 p-value = .901 .901 > .05 Insignificant! Male Offers = Female Offers?
Do Males and Females Behave Differently … In reciprocity? Male Mean = .45 Female Mean = .57 Males = 58 Females = 57 p-value = .120 .120 > .05 Insignificant! Male Reciprocity = Female Reciprocity?
Punishment:Strategy Differences Without Punishment With Punishment
Using Variables • Independent Variable • Something that is controlled for by the researcher. • Dependent Variable • Something that is observed in terms of the independent variables. Independent Variable: Punishment Dependent Variables: Trust Reciprocity Altruism
What Punishment Does…Trust A CCC Player: “I would cooperate so I wouldn’t get punished.” Played DDD in the first game.
What Punishment Does…Trust Offers of Cooperation: w/o Punishment = .64 w/ Punishment = .90 p < .0001 Significant!
What Punishment Does…Reciprocity Offers of Cooperation: w/o Punishment = .50 w/ Punishment = .85 p < .0001 Significant!
What Punishment Does…Self Sacrifice A CCC Player: “Because if I don’t cooperate, A could punish me.” Played CDD in the first game.
What Punishment Does…Self-Sacrifice Offers of Cooperation: w/o Punishment = .09 w/ Punishment = .20 p < .012 Significant!
Punishment Cooperative/ Non-Cooperative Behavior Investment in Punishment Male/Female
Selfish vs. Moralistic Punishers:Sex Null Hypothesis: Moralistic & Selfish Punishers are distributed equally between the sexes. Alternate Hypothesis: They are not. p = .272 Do not reject null hypothesis!
Punishment Cooperative/ Non-Cooperative Behavior Investment in Punishment Male/Female
Selfish vs. Moralistic PunishersInvestment in Punishment Null Hypothesis: Moralistic & Selfish Punishers punish equally. Alternate Hypothesis: They do not punish equally. p = .683 Do not reject null hypothesis!
Punishment Cooperative/ Non-Cooperative Behavior Investment in Punishment Male/Female
Selfish vs. Moralistic PunishersInvestment in Punishment Null Hypothesis: Males & Females punish equally. Alternate Hypothesis: They do not punish equally. p < .001 Reject null hypothesis! Males punish more!
Punishment Cooperative/ Non-Cooperative Behavior Investment in Punishment Male/Female
Predictors of Cooperation:In-Class Study #1 Social Dependency Risk Taking Behavior Social Integration Trusting People
First Mover Behavior:Based on Trust? Will People Reciprocate? First Mover Behavior p = .087 Risk Taking Behavior p = .378
Risk Behavior Score = 6 Most Risky
Risk Behavior Score = 3 Mildly Risky
Risk Behavior Score = 1 Least Risky
Risk Behavior and Gender:Discussion Section 1 Null Hypothesis: Moralistic & Selfish Punishers punish equally. Alternate Hypothesis: They do not punish equally. p = .061 Do not reject null hypothesis!
Ambiguity Behavior Are people… Pessimistic Or Optimistic?
Ambiguity Behavior, Trust and Upbringing?Discussion Section 6 Trust Behavior? Reaction to Ambiguity p = .901 Rural/Urban p = .112