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What are the 
problems 
inherent in this 
epistemological 
approach? 
WHAT IS 
SOCIAL 
SCIENCE? 
The application of 
scientific methods, 
standards and 
sensibilities in the 
study of social 
phenomena. 
Can these 
problems be 
overcome? How 
reliable is the 
knowledge thus 
constructed?
Concise And Coherent Theories A Few Key Concepts or Factors 
Explanation Prediction Universality 
Causal Mechanism 
Hypothesis Testing 
Observation Experimentation 
Evidence Data-Driven 
Mathematical Modelling 
Repeatable Results Reasoning 
Social Scientists Want To Grow 
Up To Be Like Scientists
A SOCIAL EXPERIMENT 
Who Wants 
Fifty Dollars? 
Instructions 
Grab a pen (or pencil) and a piece of paper. 
Sit on alternative seats. 
Everyone must participate. 
You cannot communicate with anyone else from this 
moment onwards. 
Conditions For Winning 
The person who bids the highest amount will win the fifty-dollar 
note. 
Everyone must pay the highest amount you have bid as 
administrative fee. 
More Instructions 
Write down the amount that you would pay for this fifty-dollar 
note. 
Write down your name on the paper as well. 
Fold the paper, so that your bid remains secret. 
What does the result of the 
experiment mean? 
Which hypothesis explains 
the result? (Or which 
hypothesis does the result 
support?) 
Did you notice that there 
was no causal explanation 
here?
The Rate Of Violent and Property 
Crimes Rose Dramatically In The U.S. 
Between 1950 And 1970 
Why? 
It was hard to say. Many changes 
were simultaneously rippling 
through American society in the 
1960s – a population explosion, a 
growing anti-authoritarian 
sentiment, the expansion of civil 
rights, a wholesale shift in popular 
culture. It wasn’t easy to isolate the 
factors driving crime. 
THE RATE OF VIOLENT AND 
PROPERTY CRIMES IN THE U.S. 
50% higher 
than it had 
been in 1950. 
1950 
1960 
1970 
Four times the 
rate in 1950.
DOES PUTTING MORE PEOPLE IN PRISON LOWER 
THE CRIME RATE? 
No responsible government 
would allow researchers to test 
this in an experiment in the 
real world. In trying to answer 
such questions, researchers 
often rely on a natural 
experiment, a set of conditions 
in the real world that happens 
to mimic the experiment they 
want to conduct but, for 
whatever reason, cannot. 
Experiments are central to 
(natural) scientific inquiry, but 
there are times when it is not 
possible to conduct an 
experiment in natural science. 
Can you think of examples of 
such instances? What is the 
impact on the reliability of 
knowledge constructed? 
In recent decades, the American Civil Liberties Union (ACLU) 
successfully filed a number of lawsuits against dozens of 
states in the U.S. to protest overcrowding in prisons. These 
states were ordered to let some prisoners free. 
In the three 
years after 
ACLU has 
won a case Prison 
population 
fell by 15% 
relative to 
the rest of 
the country 
Violent 
crime 
rises by 
10% 
Property 
crime 
rises by 
5%
The ratio 
of arrests 
per crime 
fell in the 
1960s. 
The courts 
were less 
likely to send 
criminals to 
prison. 
Accounted 
for 30% of 
the rise in 
crime. 
The proportion 
of population 
between 15 and 
24 rose by 
almost 40% 
between 1960 
and 1980. 
Accounted 
for 10% of 
the rise in 
crime. 
Okay, But Does The 
Reduction In Punishment 
Account For The Full 
Extent Of The U.S. Crime 
Spike in the 1960s And 
1970s? 
Return of 
Vietnam 
veterans Massive 
migration of 
African 
Americans from 
the rural south 
to the urban 
north 
All these factors combined still cannot account for the full 
extent of the crime surge. So, what’s the missing factor?
Is TV The Missing Factor? 
The data do not support the claim that watcing violent TV programmes will lead to violent 
behaviour. 
But what about the claim that 
children who grew up watching a lot 
of TV, even the most innocuous 
family-friendly shows, were more 
likely to engage in crime when they 
are older? 
This is not easy to test. We can’t simply 
compare kids who watched a lot of TV 
with those who didn’t, because two 
groups of children are bound to differ 
in a great many other ways. How do 
you set up the experiment so that you 
are testing for only the effects of 
watching TV? 
Kids in 
cities that 
got TV 
early 
Kids in 
cities that 
got TV 
later 
Kids in a 
city who 
grew up 
without 
TV 
Kids in 
the same 
city who 
grew up 
with TV 
vs. 
vs. 
For every extra year a child was exposed to TV in his first 15 years, we see a 4% increase in 
the number of property-crime arrests later in life and a 2% increase in violent-crime 
arrests. The total impact of TV on crime in the 1960s was an increase of 50% in property 
crimes and 25% increase in violent crimes.
Perhaps kids 
who watched a 
lot of TV never 
learned to 
entertain 
themselves. 
Perhaps kids 
who watched a 
lot of TV never 
got properly 
socialised. 
Perhaps TV 
made the have-nots 
want the 
things the haves 
had. 
Perhaps the 
parents became 
derelict when they 
found watching TV 
more entertaining 
than taking care of 
their kids. 
Perhaps parents 
relied on TV to 
occupy the kids 
instead of 
engaging them in 
character-development 
activities. 
KNOWING THAT TWO 
FACTORS ARE CORRELATED 
DOES NOT ALWAYS GIVE US A 
CAUSAL EXPLANATION. 
Why Did TV Have 
This Effect? Was TV 
Actually the Cause? 
The effect was the largest for those who had 
extra TV exposure from birth to the age of 
four. Since children in this age-group are 
unlikely to be watching violent shows, 
content couldn’t have been the reason.
How Does One Factor Affect Another? 
SCIENCE SOCIAL SCIENCE 
SIZE 
Independent 
Variable 
Dependent 
Variable 
The better we can keep the other 
factors constant in an experiment, 
the more certain we are of the 
result. 
Human beings respond to several 
factors all at once in real-world 
situations. An experiment that tests 
how people will respond to variations in 
just one factor may have very limited 
use in knowledge construction.
In Search Of 
Altruism 
People give a lot of their money and time to 
humanitarian causes. Does this mean people in 
general are altruistic? 
How can we know whether an act 
is altruistic or self-serving? 
Determining this in the real world is 
extremely hard, because it is 
difficult to understand the 
intentions behind another person’s 
actions. 
Furthermore, situations that 
motivate seemingly altruistic acts 
are typically anomalies (e.g. natural 
disasters), which means our 
responses in those situations are 
likely to be atypical anyway; so they 
probably don’t say much about our 
baseline altruism. 
Could we construct knowledge 
about altruism by peeling away all 
of the real world’s complexities and 
bringing the inquiry into the 
laboratory? 
HOW MUCH CAN WE REALLY LEARN FROM 
CONTROLLED EXPERIMENTS
Ultimatum 
Alan is given $20. He can offer any 
amount between $0 and $20 to Zachary. 
A Z 
The Zacharys usually 
reject offers below $3. 
On average, the Alans 
offer more than $6. 
So the Alans usually give substantially more 
than is necessary to ward off rejection. 
Altruism? 
Probably not, since the Alans have 
something to gain. 
IN SEARCH OF ALTRUISM
IN SEARCH OF ALTRUISM 
Dictator 
Similar to the Ultimatum Game, except that 
only the person given the money gets to 
make a decision. 
Classic 
Alan is given $20. He can offer Zachary 
$2 or $10. 
New 
Alan is given $20. He can offer Zachary 
anything between $0 and $20. 
On average, the Alans 
offer about $4. 
A Z 
Offer $10
Variation 1: Customers and Dealers 
Were Invited To Participate 
Customer names his price; Dealer then 
offers a card that’s supposed to match 
the offered price. 
On average, the 
Dealers offer cards of 
commensurate value. 
C D 
On average, the 
Customers make 
fairly high offers. 
IN SEARCH OF ALTRUISM 
Variation 2: Customers Approach 
Unsuspecting Dealers 
Customer names his price; Dealer then 
offers a card. 
List’s Dictator 
List’s observations at baseball card conventions 
The Dealers consistently rip off the 
Customers, with the out-of-towners 
cheating more often than the locals. 
C D
Variation 1: Classic 
Alan can choose to give up to $5 to Zachary. 
Variation 2: Take $1 
Alan can still give up to $5, or can instead take up to 
$1 from Zachary 
18% TAKE 
SOME 
How much money changes hands in each condition of the 
experiment? Here are the mean offers by game variant: 
$1.33 
$0.33 
Variation 3: Take $5 
Alan can still give up to $5, or can instead take up to 
$5 from Zachary. 
29% KEEP 
71% GIVE 
6% GIVE 
-$2.48 
Variation 4: Earnings 
Alan can give or take up to $5, but the players have 
both worked beforehand to earn their money. 
43% KEEP 
35% GIVE 
22% TAKE 
66% KEEP 
28% TAKE 
30% KEEP 
10% GIVE 
42% TAKE 
ALL 
-$1 
-$3 -$2 -$1 $0 $1 $2
What Does 
The Stanford 
Experiment 
Tell Us About 
Social 
Science? 
People modify their 
behaviour according 
to the situation they 
are in and the role they 
play in that situation. 
- Philip Zimbardo 
I don’t believe 
that result. 
- Steven Levitt

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What is Social Science

  • 1. What are the problems inherent in this epistemological approach? WHAT IS SOCIAL SCIENCE? The application of scientific methods, standards and sensibilities in the study of social phenomena. Can these problems be overcome? How reliable is the knowledge thus constructed?
  • 2. Concise And Coherent Theories A Few Key Concepts or Factors Explanation Prediction Universality Causal Mechanism Hypothesis Testing Observation Experimentation Evidence Data-Driven Mathematical Modelling Repeatable Results Reasoning Social Scientists Want To Grow Up To Be Like Scientists
  • 3. A SOCIAL EXPERIMENT Who Wants Fifty Dollars? Instructions Grab a pen (or pencil) and a piece of paper. Sit on alternative seats. Everyone must participate. You cannot communicate with anyone else from this moment onwards. Conditions For Winning The person who bids the highest amount will win the fifty-dollar note. Everyone must pay the highest amount you have bid as administrative fee. More Instructions Write down the amount that you would pay for this fifty-dollar note. Write down your name on the paper as well. Fold the paper, so that your bid remains secret. What does the result of the experiment mean? Which hypothesis explains the result? (Or which hypothesis does the result support?) Did you notice that there was no causal explanation here?
  • 4. The Rate Of Violent and Property Crimes Rose Dramatically In The U.S. Between 1950 And 1970 Why? It was hard to say. Many changes were simultaneously rippling through American society in the 1960s – a population explosion, a growing anti-authoritarian sentiment, the expansion of civil rights, a wholesale shift in popular culture. It wasn’t easy to isolate the factors driving crime. THE RATE OF VIOLENT AND PROPERTY CRIMES IN THE U.S. 50% higher than it had been in 1950. 1950 1960 1970 Four times the rate in 1950.
  • 5. DOES PUTTING MORE PEOPLE IN PRISON LOWER THE CRIME RATE? No responsible government would allow researchers to test this in an experiment in the real world. In trying to answer such questions, researchers often rely on a natural experiment, a set of conditions in the real world that happens to mimic the experiment they want to conduct but, for whatever reason, cannot. Experiments are central to (natural) scientific inquiry, but there are times when it is not possible to conduct an experiment in natural science. Can you think of examples of such instances? What is the impact on the reliability of knowledge constructed? In recent decades, the American Civil Liberties Union (ACLU) successfully filed a number of lawsuits against dozens of states in the U.S. to protest overcrowding in prisons. These states were ordered to let some prisoners free. In the three years after ACLU has won a case Prison population fell by 15% relative to the rest of the country Violent crime rises by 10% Property crime rises by 5%
  • 6. The ratio of arrests per crime fell in the 1960s. The courts were less likely to send criminals to prison. Accounted for 30% of the rise in crime. The proportion of population between 15 and 24 rose by almost 40% between 1960 and 1980. Accounted for 10% of the rise in crime. Okay, But Does The Reduction In Punishment Account For The Full Extent Of The U.S. Crime Spike in the 1960s And 1970s? Return of Vietnam veterans Massive migration of African Americans from the rural south to the urban north All these factors combined still cannot account for the full extent of the crime surge. So, what’s the missing factor?
  • 7. Is TV The Missing Factor? The data do not support the claim that watcing violent TV programmes will lead to violent behaviour. But what about the claim that children who grew up watching a lot of TV, even the most innocuous family-friendly shows, were more likely to engage in crime when they are older? This is not easy to test. We can’t simply compare kids who watched a lot of TV with those who didn’t, because two groups of children are bound to differ in a great many other ways. How do you set up the experiment so that you are testing for only the effects of watching TV? Kids in cities that got TV early Kids in cities that got TV later Kids in a city who grew up without TV Kids in the same city who grew up with TV vs. vs. For every extra year a child was exposed to TV in his first 15 years, we see a 4% increase in the number of property-crime arrests later in life and a 2% increase in violent-crime arrests. The total impact of TV on crime in the 1960s was an increase of 50% in property crimes and 25% increase in violent crimes.
  • 8. Perhaps kids who watched a lot of TV never learned to entertain themselves. Perhaps kids who watched a lot of TV never got properly socialised. Perhaps TV made the have-nots want the things the haves had. Perhaps the parents became derelict when they found watching TV more entertaining than taking care of their kids. Perhaps parents relied on TV to occupy the kids instead of engaging them in character-development activities. KNOWING THAT TWO FACTORS ARE CORRELATED DOES NOT ALWAYS GIVE US A CAUSAL EXPLANATION. Why Did TV Have This Effect? Was TV Actually the Cause? The effect was the largest for those who had extra TV exposure from birth to the age of four. Since children in this age-group are unlikely to be watching violent shows, content couldn’t have been the reason.
  • 9. How Does One Factor Affect Another? SCIENCE SOCIAL SCIENCE SIZE Independent Variable Dependent Variable The better we can keep the other factors constant in an experiment, the more certain we are of the result. Human beings respond to several factors all at once in real-world situations. An experiment that tests how people will respond to variations in just one factor may have very limited use in knowledge construction.
  • 10. In Search Of Altruism People give a lot of their money and time to humanitarian causes. Does this mean people in general are altruistic? How can we know whether an act is altruistic or self-serving? Determining this in the real world is extremely hard, because it is difficult to understand the intentions behind another person’s actions. Furthermore, situations that motivate seemingly altruistic acts are typically anomalies (e.g. natural disasters), which means our responses in those situations are likely to be atypical anyway; so they probably don’t say much about our baseline altruism. Could we construct knowledge about altruism by peeling away all of the real world’s complexities and bringing the inquiry into the laboratory? HOW MUCH CAN WE REALLY LEARN FROM CONTROLLED EXPERIMENTS
  • 11. Ultimatum Alan is given $20. He can offer any amount between $0 and $20 to Zachary. A Z The Zacharys usually reject offers below $3. On average, the Alans offer more than $6. So the Alans usually give substantially more than is necessary to ward off rejection. Altruism? Probably not, since the Alans have something to gain. IN SEARCH OF ALTRUISM
  • 12. IN SEARCH OF ALTRUISM Dictator Similar to the Ultimatum Game, except that only the person given the money gets to make a decision. Classic Alan is given $20. He can offer Zachary $2 or $10. New Alan is given $20. He can offer Zachary anything between $0 and $20. On average, the Alans offer about $4. A Z Offer $10
  • 13. Variation 1: Customers and Dealers Were Invited To Participate Customer names his price; Dealer then offers a card that’s supposed to match the offered price. On average, the Dealers offer cards of commensurate value. C D On average, the Customers make fairly high offers. IN SEARCH OF ALTRUISM Variation 2: Customers Approach Unsuspecting Dealers Customer names his price; Dealer then offers a card. List’s Dictator List’s observations at baseball card conventions The Dealers consistently rip off the Customers, with the out-of-towners cheating more often than the locals. C D
  • 14. Variation 1: Classic Alan can choose to give up to $5 to Zachary. Variation 2: Take $1 Alan can still give up to $5, or can instead take up to $1 from Zachary 18% TAKE SOME How much money changes hands in each condition of the experiment? Here are the mean offers by game variant: $1.33 $0.33 Variation 3: Take $5 Alan can still give up to $5, or can instead take up to $5 from Zachary. 29% KEEP 71% GIVE 6% GIVE -$2.48 Variation 4: Earnings Alan can give or take up to $5, but the players have both worked beforehand to earn their money. 43% KEEP 35% GIVE 22% TAKE 66% KEEP 28% TAKE 30% KEEP 10% GIVE 42% TAKE ALL -$1 -$3 -$2 -$1 $0 $1 $2
  • 15. What Does The Stanford Experiment Tell Us About Social Science? People modify their behaviour according to the situation they are in and the role they play in that situation. - Philip Zimbardo I don’t believe that result. - Steven Levitt