Two variables are associated when they…
Vary together. Or, when change in one coincides with changes in the other
What can we do if two variables are associated?
We can predict the value of one variable from the value of the other variable
Bivariate analysis
Looks at the relationship between two variables by using a table
What 3 questions does bivariate analysis answer?
1) is there a relationship
2) how strong is the relationship
3) what is the pattern or direction of the relationship
What are the 3 criteria of causation?
1) time order
2) non-spuriousness
3) correlation
What does negative correlation mean?
As the independent variable goes up, the dependent variable goes down
What does positive correlation mean?
As the independent variable goes up, the dependent variable does too
Direct relationship
The independent variable directly effects the dependent variable
Indirect relationship
The IV and DV are not directly linked. There’s a 3rd variable/other factors that affect their relationship
What is a spurious indirect relationship?
Both the IV and DV are affected by a third variable that explains any apparent link between them (X and Y are not related but both caused by Z)
What is an intervening indirect relationship?
When a third variable intervenes between the IV and the DV
What is a conditional indirect relationship?
The relationship between the IV and the DV changes as the category of the third variable changes (X and Y might be related only for some Z or might have +/- relationship for different Zs)
What is elaboration?
Introduces control variables that weed out indirect relationships (also rarely used)
What is an example of a direct relationship?
Someone's weight being correlated with their height
What is an example of an indirect relationship?
The affect of oral health on one's risk of heart disease
What is an example of a spurious relationship?
The number of firefighters present seems to correlate with the amount of damage caused, but the 3rd variable is the size of the fire
What is an example of a conditional relationship?
An increase in violent behavior after playing video games is only observed in boys but not girls