It is important to recycle because our natural
resources are limited and our landfills are full. However, when
you are sitting at your desk and the trash can is by your side,
while the recycle bin is a five minute walk away, do you make
the extra effort to recycle? Your one can will not save the nation's
bauxite resources, and it is not going to overburden the local
landfills by itself. Rationally, you should do what is most convenient
for yourself, which is to drop the can in the trash. But if everyone
were to refrain from recycling, our future could be in serious
jeopardy (Huberman).
While such dilemmas involve many variables,
at the root of the decision is the rational thought process which
calculates the payoff for the individual involved. My project
examines the factors which influence a person to act in the interest
of the common good rather than for individual gain.
Analysis of the social dilemmas is based
in game theory. The prisoner's dilemma is a classic example of
the application of game theory, and introduces the buzz words
"cooperation" and "defection." The scenario
runs as follows: You and another person are arrested for committing
a crime. After being isolated from each other, you are both offered
a deal. If you maintain your innocence, and the other person
does the same (you both cooperate), there is only enough evidence
to put you away for two years. If you confess that the other
person committed the crime (you defect) and he denies the charges
(he cooperates), then he will serve five years in jail while you
go free. The same results apply from his standpoint However,
if you both accuse each other (you both defect), then you both
spend four years in jail.
The prisoner's dilemma is a non-zero sum,
two-person game, meaning that the interests of the two people
involved are not completely opposed to each other; one person's
gain is not directly the other person's loss. For games such
as this, there is a calculated equilibrium point of the two players'
strategies called the Nash equilibrium after recent Nobel laureate
in economics John F. Nash who was one of the first to work with
it. The Nash equilibrium is an extension of John von Neumann's
minimax theorem which applies to zero-sum games.
For the prisoner's dilemma, the Nash equilibrium
point is for both players to defect because neither person can
justify cooperation. If you were to defect and the other person
cooperates, then you go free, the best possible case. Should
the other person defect, then it is a good thing that you defected,
or else you would have ended up with the worse possible case,
spending five years in jail. Of course the best case for each
person would be mutual cooperation, but after you have rationally
determined that defection is the best strategy, would you risk
cooperating, knowing that the other person has done the same analysis?
In this example, the Nash equilibrium has shown that two people
involved in such situations are doomed never to realize the best
case scenario as long as player strategies are guided by rationality.
The social dilemmas are basically prisoner's
dilemma situations involving many people in which the majority
of those involved are drawn to defection for the same reasons.
I call my social dilemma simulation "The
Student's Dilemma." To begin, a teacher makes the following
announcement to the class,
"I would like to offer all of you some extra credit. Write down on a piece of paper whether you would like to receive three or seven points. Everyone will receive what they ask for, as long as not more than 40% of the class asks for seven points - in which case, no one receives any points"
The individual student can only receive points
if the percentage of students requesting seven points is under
40%. In a class of twenty-five students, one student's request
is almost inconsequential. If the class is over 40%, then it
doesn't matter what the student requests because he won't receive
any points. Should the class be under 40%, though, the choice
is between three or seven points. Rationally, the student would
rather have seven than three point - but when everyone in the
class makes this decision, they become locked in a situation where
no one receives any points.
Putting aside the specific rules of the simulation,
it can be agreed that in the essence of the dilemma, it would
be better for everyone if each person cooperated (game theory
lingo for working for the good of the whole). As cooperation
is seldom the outcome, however, I wanted to find ways to reverse
the trend. I hypothesized that if students knew they would be
involved in such a situation many times, then they would be willing
to cooperate, realizing they could improve their situation. Removing
the anonymity of the dilemma, making people responsible for their
actions, could motivate people to cooperate through guilt. Or,
since people realize that cooperation is necessary for success,
if they could talk with each other and have faith in mutual cooperation,
then they would work for the good of the whole.
Eight different classes participated in "The
Student's Dilemma": four Government classes (seniors; Groups
A, B, C, D), two A.P. Biology classes Juniors and seniors; Groups
E, F), and two Earth-Space Science classes (freshmen; Groups G,
H). The simulation ran for one week (two weeks for Groups E and
F). Group A was the control group in which students were not allowed
to talk with each other, to know the responses of their classmates,
or to know if the simulation would continue. The only information
each student was given was the original instruction from the teacher,
and the percentage of students who had requested seven points
the previous day
Here are the exact instructions given to
the teacher for Group A:
In preparation for the simulation, ask students to take out a sheet of binder paper, and at the top write the letter of their assigned group (A). Then assign numbers I through X for all students who turned in a permission slip[1]. Have students record their number at the top of their paper.
Please make a list of student names and numbers (or put student numbers on their permission slips and I will make a list for you). Each day, I will collect the logs, and return them to you the following day with the percentage of students who requested seven points. Before running the simulation, please announce the percentage from the previous day.
(If a student doesn't understand the following directions, please reread the necessary passage, and try to use your own words as little as possible. This will help me in making sure that all classes are exposed to the same information.)
To begin the simulation, please read the following:
"In coordination with the science fair project which you turned in a permission slip to participate in, I would like to offer some extra credit to the class. Please do not talk or communicate in any way with the other students in the class about the simulation while it is in progress. Also, do not talk with classmates outside of class, or with other students who are not in your class about the simulation. Other classes my be involved in similar simulations, but the rules for each class are different, so you must listen closely to the rules specified for your class."
On your log sheet, write down whether you would like to receive either three or seven points; no intermediate amount requests will be accepted. Everyone will receive the amount they ask for, as long as not more than 40% of the class asks for seven points - in which case no one receives any points. Next to your request on your log sheet, explain why you asked for the amount you did. (After the first day read the following, "Write the date and a new entry for each new day.") If you write "I need the points" for your explanation, explain why your request will help you more than the alternative. Remember your responses are confidential. Keep in mind the fact that you are making your decision independent of those around you, but there are many others making the same decision.
The next seven groups followed similar rules,
except that different variables were introduced for each. In
Group B, students were told that the simulation would continue
"after today" (iteration). For Group C, the names of
the people who requested seven points were made known to the class
(responsibility/guilt). Students in Group D were allowed to talk
with each other during the simulation (communication). Group
E was a combination of the iteration and the responsibility/guilt
variables, and group F was a modified iteration where students
were told "the simulation will last for two weeks, ending
Friday." Group G included the iteration and responsibility/guilt
variables, and Group H had iteration and communication.
The numbers used in the simulation were not
chosen through any formula, but the amounts of three and seven
points had to be important enough to the students for them to
take the simulation seriously, successfully placing them in a
social dilemma situation. The 40% was used so that it would be
hard for the class to obtain, but just high enough for the percentage
of defectors to be annoying to the cooperators.
As far as inducing cooperation among students,
the communication variable was the most successful. In Group
D, the students didn't begin by talking to each other, but after
the second day when the percentage of defectors reached 50%, one
student began organizing the class's point requests. Each day
it would be agreed that a certain number of people would be allowed
to request seven points, and before turning in the requests, the
class would calculate the percentage of students asking for seven
points to make sure they were below 40%. Then, in perhaps the
best solution for this specialized situation, the students would
rotate who would be allowed to request seven points.
Group H started out by cooperating through
communication. Again it was one person who rallied the class
together, and convinced them all to request seven points. But
the results the next day, revealed that 22% of the class had requested
seven points. Some students had realized that with the entire
class agreeing to ask for three points, they could get away with
requesting seven points. Seeing that people they had trusted
had defected, the tendency of students to cooperate declined over
time. By the end of the week, the student's weren't talking to
each other, and the percentage of student's requesting seven points
was well above 40%.
In Groups C and E where the responsibility/guilt
variable was used, the majority of the students didn't mind having
their names read to the class, presumably because of their rugged
upper-class egos. For the freshmen though, Group G, the percentage
of students gradually decreased over time. These results indicate
that for the freshmen students who were perhaps more concerned
about having their names read to the class, the responsibility/guilt
variable was effective in dealing with the individual's dilemma.
Another interesting trend in the groups where
the responsibility/guilt variable was used was the difference
between the percentage of male and female students requesting
seven points. In Groups E and G, the percentage of females requesting
seven points was about 15-20% less than that of male students.
As in the case with the freshmen, this data shows that female
students cared more about the class's opinion of them. This same
gap between male and female requests also occurred in the control
group, though, so perhaps further experimentation would show that
in general females are more interested in working for the good
of the whole or feel more guilty about hurting the class than
males..
The following questionnaire was given to
students after the last day of the simulation:
Please answer the following questions. (Remember all responses are confidential.)
Gender?: M F
Grade in this class before the simulation?:
1. There is a water shortage, and you are asked by the city, but not legally bound, to only bathe on two certain days a week. Today you have been working on the plumbing on your house, and you really need a shower, but you have already used your two days to bathe this week.[2]
Do you:
a) shower
> feel good, take a little bit of water from the city
b) don't shower
>feel icky, spare the city a little bit of water (a) or (b)
Why?
2. You go out to lunch with your friends, and you agree to split the bill so as not to over burden the waiter with multiple bills. (Your friends cannot tell by looking at your plate the price of the meal; after lunch. all each of you knows is the portion of the bill that you must pay.)[3]
Do you:
a) order a higher priced meal
> you eat a higher priced meal and pay slightly more overall
>you eat a normally priced meal and pay a bit lower overall bill (a) or (b) ?
Why?
3. You are sick with a cold and are still contagious enough to give your cold to others. The last time you stayed home, you fell behind in school and lost money from hours lost at your job. Staying home today will have the same results.[4]
Do you:
a) go to school and work
> keep up in your classes, make money, increase chance of getting others sick
b) stay home
>get behind in your classes, lose money, don't risk getting others sick (a) or (b) ?
Why?
4. A national charity that you believe in is asking for donations.
Do you:
a) donate
>your money is virtually nonexistent in the mass of funds collected by the charity, you are personally out a bit of money
b) do not donate
>the charity does not notice that you did not donate, you are not out any money (a) or (b) ?
Why?
5. You are a frequent buyer of a certain product. The product is superior and less expensive than the nearest competing product. You discover that the company that you buy from does not provide its workers in third world countries with safe and healthy working conditions. You do not agree with this.[5]
Do you:
a) continue to buy the product
> you are not inconvenienced, you support of the company is virtually unnoticed by the company
b) don't buy the product
>you are inconvenienced, you lack of support for the company is virtually unnoticed (a) or (b) ?
Why?
6. You and another person are accused of a crime. You are offered a deal, which you are told is made to the other person, but you must come to a decision without communicating with the other person. The deal is as follows:
a) you accuse the other guy
_ if he denies the crime, you go free and he gets 5 years in jail
_ if he accuses you, you both get 4 years in jail
b) you deny the crime
_ if he denies the crime, you both get 2 years in jail
_if he accuses you, he goes free and you get 5 years in jail (a) or (b) ?
Why?
Did you violate any of the rules of the simulation? This may have included communicating with other students in class (if it was not allowed) or out of class, or looking at the responses of other students (if not allowed). Please explain how your violation of the rules influenced your requests in the simulation.
Many of you said that you chose 3 points because you didn't need the points. I you did need the points, how would your requests have been different, if at all?
Have you been influenced in this simulation by prior exposure to this subject (through myself, books, magazines, etc.)?
Did you participate in a simulation in another class? If so, what class, what period, and under what student number?
For the first question, according to the
students, the value of hygiene outweighs the little use of water
that is an exception to normal conservation; 73% of students chose
(a). In the second question, people chose to order a regularly
priced meal because it was one of their friends who would be stuck
with the higher bill. Some people who chose (b) said that if
they were with people other than their friends, they would chose
(a). Of the 17% who chose (a), many people explained that they
wanted the best meal they could get regardless. There was no
real consensus for the third question. People who chose (a) said
that their school and work were more important that the possibility
of getting others sick. Those who chose (b) were mainly interested
in their own recovery; a few didn't want to get others sick.;
64% of students chose (a). The large majority of students felt
that because it was a cause that they believed in, and "every
bit would help" they would donate. Those that didn't want
to donate said that they didn't have money to give. Perhaps these
results would have been different outside of upper-middle class
Los Gatos; 71 % of students chose (a). For question five, those
who chose (a) said they didn't care about the workers and those
who chose (b) said they did care; some said they would try to
influence others to broaden their impact; 56% of students chose
(a). For question six, many said that whether they actually committed
the crime or not was an important point. Presumably this was
because they would take their punishment if guilty or go free
if not - but what if the payoff was real? Of responding students,
37% chose (a).
One of the most important results of the
simulation was that spontaneous cooperation did not break out
in any of the classes without the help of variables. This clearly
shows that when people are in social dilemma situations, they
will most likely work for their own individual gain rather than
the good of the whole.
In deciding whether to ask for seven or three
points, the value of the points to the student was a very important
factor. In student logs, the most common explanation for requesting
seven points was "I need the points," and about half
the time when students requested three points, they explained
it was because they wanted to give others the opportunity to receive
seven points. As the payoff was to improve grades, it is fitting
that the AR Biology classes, Groups E and F, where the students
were more academically competitive, had the hardest time working
for the good of the whole. The value of payoffs is also reflected
in the questionnaire results where students cared more about good
hygiene than eating an expensive meal.
There were three recognizable types of students
in the simulation: those who were unchanging in their requests,
those who were constantly changing their requests, and those who
made requests based on a set strategy. Students who were unchanging
in their requests comprised about 5% of all students in all classes.
It was more common for students to cooperate continuously, but
there were those who asked for seven points each time. One student
explained that he wanted to try to keep the class from getting
extra credit by requesting seven points each day. The great majority
of students were swayed in their requests by the daily reports
of the percentage of students requesting seven points, trying
to guess if there would be room for them to request seven points.
There were also those students who realized after a few unsuccessful
days that they must change their requests from seven to three
points in order to help bring the class below 40%. Likewise there
were also students who felt that they had "done their part"
after the first few days and decided it was time to get their
share of the points by starting to request seven instead of three
points. A few students had strategies such as alternating requests
for three and seven points, or alternating requests for seven
points with a partner (in a class where communication was allowed.)
There were limitations in the simulation.
Over a time period of one week (two weeks for Groups E and F),
it is hard to monitor a real development of trends. Perhaps over
a longer period of time, the iteration variable would have been
more effective. Of course for my experiment, running the simulation
for long periods of time could offset the grading scale in the
class more than would be acceptable for the teacher, which was
why I was limited to one and two weeks
The fact that each class was made up of thirty
or less students also affected the simulation because it made
each student worth about 3-5% where in a real life social dilemma
situation, each person is an imperceptible percentage of the whole.
This may have convinced people to work for the good of the whole
more often because their personal request could make a visible
difference to the class. Breaking down large masses into smaller
groups could be another solution to the social dilemmas. Few
students were seen calculating their individual weight in the
class, however.
When the rules of the simulation were announced
to the class, the wording for the catch phrase was, "...as
long as not more than 40% of the class asks for seven points."
Putting the social dilemma in terms of defection may have made
students think of asking for seven points as something that they
must try to keep from doing. If it had been worded "at least
60%" then the simulation would have been more of a challenge
to achieve, and perhaps it would have resulted in more people
requesting three points.
While probably the least measurable of the
many variables in the simulation, the socioeconomic make-up of
the students should be noted. Los Gatos High School, where the
simulation was run, is comprised mainly of upper-middle class
Caucasian students. People who have had good things happen to
them in the past are more likely to do good in the future, and
perhaps living in the comfortable environment of Los Gatos made
students more flexible to working for the good of the whole rather
than for individual selfish gain.
The social dilemma situations are interesting
because they can model many real world problems. Take the problem
with America On-line (AOL) for example. With the same monthly
rate to pay, whether the user is logged on for one hour a day
or twenty-four hours a day, the individual customer is placed
in a social dilemma situation. It would be more convenient for
the individual and negligibly harmful to the community of AOL
users to stay hooked up day and night. Only hooking up when the
individual wants to use the Web would be more courteous to the
rest of the AOL customers, but a lot less convenient for the individual
since it may not be possible to hook up for some time due to space
being used by other customers. Of course among the millions of
AOL customers, the individual is virtually inconsequential, but
when the rational decision to act for individual selfish gain
is made, millions of AOL customers make it extremely hard for
anyone to use the service (Mednick).
In the case of the AOL, the failure of cooperation
results in a deadlock between participating parties. Most social
dilemma consequences are much more serious, often ensuring the
demise of the community. The tragedy of the commons is a well
known example, first introduced by Garret Hardin in Scientific
American in 1966. The tragedy of the commons is basically the
social dilemma situation where limited natural resources must
be apportioned between many different people or groups. The resources
could be anything from shared grazing land (as in Hardin's example
from 17th Century England), to deep sea fisheries, to old growth
forests, to fresh water, to unpolluted air and soil. The natural
resource will replenish itself at a certain rate, and as long
as the participating parties take only a certain percentage of
the resources at a certain rate, the resources continue to be
available for everyone. However, when greed increases individual
consumption, the resource is greatly reduced, and eventually disappears.
And once the resource is gone, it is often lost forever.
Perhaps communication and responsibility
are important first steps. After my experiment, I found out about
some familiar sounding solutions in the real world. Representatives
from New England fishing companies are now sitting down to talk
about an agreed rate of fishing, so as to regain a healthy population;
however, they waited until fish populations were at I % of normal.
The Sierra Club takes action against environmental offenders
by printing their names in their newsletter and making their deeds
known to the public.
At the very least, social dilemma situations
need to be recognized. Steps then need to be taken to remove
the paradox for the individual or to avoid the dilemma altogether.
Special thanks to the participating teachers
and their classes who helped make this project possible: Mrs.
Joanne Benjamin, Mr. Les Kishler, Mr. Steve Hammack, and Mr. Steve
Barth. Also, Mr. Dan Burns, Mr. Marc Mednick, Mr. Leon Felkins,
and Mr. Bernardo Huberman for their input on the project.
1. The Science Fair requires informed consent
forms from all human subjects involved in science fair projects.
2.Felkins, "Cooperative Society"
3.Huberman
4.Mednick
5.Felkins, "Voter's Paradox"
This project has been recognized with the
following awards:
2nd Grand Prize, Santa Clara Valley Science
and Engineering Fair
Top Honors, NASA Ames Research
Top Honors, US Army
Peter Carter's home is in the Silicon Valley suburb of Los Gatos, California. Beginning September, 1997, he will attend Columbia University in New York where he plans to major in biological sciences. Other interests include running (he will run for the Columbia track and cross Country teams) and cinematography.Back to Social Dilemmas Page . . .He may be contacted by mail at:
Peter Carter
P. O. Box 3501
Saratoga, CA 95070