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What is Theory?
Theory is NOT:
 Correlation
 Description
 Interpretation
 Absence of data
 Ideology
Theory IS:
 A general, abstract explanation
Theories simplify reality
 The world is complex
 Theories tell us what to pay attention to
Theories have empirical
implications
 Assume the existence of a real world
 Aim to increase understanding, not to
accomplish political, moral, or social ends
 Have empirical implications
 If X, then Y, where X and Y are
observables
Social theories
 Explain social rather than individual
outcomes
 We are interested in explaining the
behavior of social systems rather than of
individuals
Social theories
 Are composed of
 Causal relations
 Causal mechanisms
Causal Relations
 The outcome
 The thing you are trying to explain
 Also called
 Dependent variable
 Effect
Causal Relations, cont’d
 The cause
 A factor such that change in it is associated
with change in the outcome
 Also called
 Independent variable
Causal Relations, cont’d
 So, X causes Y if by modifying X, one
can affect Y
 An explanation includes an assertion of
such a causal relation
Causal Mechanisms
 The link between the cause and the
outcome
 In other words, the process through which
the cause leads to the outcome
We will say more about this later
How do we know which theory is
best?
 Empirical evidence
 Theories produce empirical predictions
about how change in a causal variable will
affect an outcome variable
 These predictions are called hypotheses
Example: Durkheim’s theory of
suicide
 The level of individualism in a group affects
the rate of suicide in the group
 Individualism – a cause
 The degree to which individual activities are
controlled by individuals themselves rather than
by others
 Suicide rate – an outcome
 Some countries/groups have a low rate; others a
relatively high one
Empirical implications
 If Protestants are more individualistic than
Catholics
 Then Protestants in France will have higher
suicide rates than Catholics in France
 If unmarried men are more individualistic
than married men
 Then unmarried men will have a higher rate of
suicide than married men
Empirical implications, cont’d
 To determine whether the predictions
are supported by the data, we must pay
attention to three things:
 Correlation
 Causal Order
 Spuriousness
Correlation
 A change in X is associated with a
change in outcome Y
Causal order
 The cause must occur before the effect
 It is possible to change the value of the
dependent variable by changing the causal
variable
 In other words, if you change X, Y will
change
Cause Outcome
(x) (Y)
Non-spuriousness
 To infer causality, all possible spurious
causes of Y (the dependent variable)
must be ruled out
 That is, the researcher must determine
that a third variable is not responsible for
the observed relation between X and Y
Example: The Protestant Ethic
 Max Weber noted that the initial geographic
distribution of European industrial capitalism
seemed correlated with the % of Protestants
in a country
 Protestantism  industrial capitalism
 Possible spurious causes
 Perhaps countries with large coal reserves tended
to be Protestant
 If coal reserves  industrial capitalism, then
Protestantism is a spurious relation
Example The Protestant Ethic
Capitalism
Protestantism
Coal Reserves
Assessing theories
 If the theoretical predictions are
consistent with what we observe, then
we have more confidence in the theory
Caveats
 Very few ‘classical theories’ live up to
these expectations
 They do not always explicitly articulate
causal relations and causal mechanisms
 Not many contemporary ones do, either
Theories are imperfect
 Theories simplify reality
 Theories must omit much, must
overemphasize much
 Hence, all theories are imperfect
How to choose between rival
theories?
 Ultimate criterion: empirical adequacy
 The best theory is the one that is most
consistent with observable empirical
phenomena

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Theory is Explanation.ppt

  • 2. Theory is NOT:  Correlation  Description  Interpretation  Absence of data  Ideology
  • 3. Theory IS:  A general, abstract explanation
  • 4. Theories simplify reality  The world is complex  Theories tell us what to pay attention to
  • 5. Theories have empirical implications  Assume the existence of a real world  Aim to increase understanding, not to accomplish political, moral, or social ends  Have empirical implications  If X, then Y, where X and Y are observables
  • 6. Social theories  Explain social rather than individual outcomes  We are interested in explaining the behavior of social systems rather than of individuals
  • 7. Social theories  Are composed of  Causal relations  Causal mechanisms
  • 8. Causal Relations  The outcome  The thing you are trying to explain  Also called  Dependent variable  Effect
  • 9. Causal Relations, cont’d  The cause  A factor such that change in it is associated with change in the outcome  Also called  Independent variable
  • 10. Causal Relations, cont’d  So, X causes Y if by modifying X, one can affect Y  An explanation includes an assertion of such a causal relation
  • 11. Causal Mechanisms  The link between the cause and the outcome  In other words, the process through which the cause leads to the outcome We will say more about this later
  • 12. How do we know which theory is best?  Empirical evidence  Theories produce empirical predictions about how change in a causal variable will affect an outcome variable  These predictions are called hypotheses
  • 13. Example: Durkheim’s theory of suicide  The level of individualism in a group affects the rate of suicide in the group  Individualism – a cause  The degree to which individual activities are controlled by individuals themselves rather than by others  Suicide rate – an outcome  Some countries/groups have a low rate; others a relatively high one
  • 14. Empirical implications  If Protestants are more individualistic than Catholics  Then Protestants in France will have higher suicide rates than Catholics in France  If unmarried men are more individualistic than married men  Then unmarried men will have a higher rate of suicide than married men
  • 15. Empirical implications, cont’d  To determine whether the predictions are supported by the data, we must pay attention to three things:  Correlation  Causal Order  Spuriousness
  • 16. Correlation  A change in X is associated with a change in outcome Y
  • 17. Causal order  The cause must occur before the effect  It is possible to change the value of the dependent variable by changing the causal variable  In other words, if you change X, Y will change Cause Outcome (x) (Y)
  • 18. Non-spuriousness  To infer causality, all possible spurious causes of Y (the dependent variable) must be ruled out  That is, the researcher must determine that a third variable is not responsible for the observed relation between X and Y
  • 19. Example: The Protestant Ethic  Max Weber noted that the initial geographic distribution of European industrial capitalism seemed correlated with the % of Protestants in a country  Protestantism  industrial capitalism  Possible spurious causes  Perhaps countries with large coal reserves tended to be Protestant  If coal reserves  industrial capitalism, then Protestantism is a spurious relation
  • 20. Example The Protestant Ethic Capitalism Protestantism Coal Reserves
  • 21. Assessing theories  If the theoretical predictions are consistent with what we observe, then we have more confidence in the theory
  • 22. Caveats  Very few ‘classical theories’ live up to these expectations  They do not always explicitly articulate causal relations and causal mechanisms  Not many contemporary ones do, either
  • 23. Theories are imperfect  Theories simplify reality  Theories must omit much, must overemphasize much  Hence, all theories are imperfect
  • 24. How to choose between rival theories?  Ultimate criterion: empirical adequacy  The best theory is the one that is most consistent with observable empirical phenomena