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Wednesday, December 19, 2012

Game Theory: Why Death Penalty is not the best punishment for rape cases


Game Theory: Why Death Penalty is not the best punishment for rape cases

While there is a huge outcry demanding death penalty for rape cases, regret analysis helps to explain why it is not the best punishment for such crimes.
Naturally, losing one’s own life is costlier than life imprisonment for a person. Therefore the pay-off for a criminal will be higher if sentenced to death as compared to being jailed for life. For the purpose of calculations, let us assume the following.
Punishment
Payoff
Hanged till death
10
Jailed for life
7

If a criminal kills the rape victim, chances of his being caught are reduced because the victim will not survive to identify him. Therefore naturally the probability of the criminal being caught is less if he kills the victim as opposed to if he does not kill her. For the purpose of calculations, let us assume the following.

Perceived probability of being caught

A
Criminal's actions
Kill
0.75
Do not kill
1

(Perceived probability of not being caught) = 1 – (perceived probability of being caught)
Therefore

Perceived probability of not being caught

B = 1-A
Criminal's actions
Kill
0.25
Do not kill
0

Regret Analysis for the criminal will therefore will be as per the following table




Table 1: Regret analysis for rapist.


Death Penalty
 Life imprisonment
Perceived probability of being caught
Perceived probability of not being caught
Pay-off if caught
Pay off it not caught
Total Pay-off
Payoff if caught
Pay off it not caught
Total Pay-off
A
B = 1-A
C
D
E=A*C+B*D
F
G
H=A*F+B*G
Criminal's actions
Kill
0.75
0.25
10
0
7.5
10
0
7.5
Do not kill
1
0
10
0
10
7
0
7

If death is the punishment for rape, then the criminal will have to pay less (7.5 as compared to 10) if he chooses to kill the girl. Therefore he will kill the girl.
If the punishment for rape is life imprisonment, the payoff for the criminal will be less if lets the girl survive (7 as compared to 7.5 if he kills the girl) therefore he will not kill the girl. Thus we see that death penalty is not the best punishment for the crime.
Relationship between death penalty and efficiency of police at catching the criminal
If
perceived probability of being caught if the criminal kills the girl
< 
Payoff for being hanged
perceived probability of being caught if the criminal does not kill the girl
payoff for being jailed for life

then the total payoff for the criminal will be lower if he kills the girl than if he lets the girl survive. Therefore in this case he will choose to kill the girl and death penalty in such a situation will be a better punishment.


Death Penalty
 Life imprisonment
Perceived probability of being caught
Perceived probability of not being caught
Pay-off if caught
Pay off it not caught
Total Pay-off
Payoff if caught
Pay off it not caught
Total Pay-off
A
B = 1-A
C
D
E=A*C+B*D
F
G
H=A*F+B*G
Criminal's actions
Kill
0.6
0.4
10
0
6
10
0
6
Do not kill
1
0
10
0
10
7
0
7
This means that if the police is more efficient at catching rapists than murderers, then the rapist will have a tendency to kill the girl.