Correlation Flashcards
1
Q
Correlation
A
- A mathematical technique where two variables are measured quantitatively
- So a correlation between them can be established
2
Q
Positive Correlation
A
- As one variable increases the other variable increases
- E.g. the more you revise the more you’ll score on test papers
3
Q
Negative Correlation
A
- As one variable increases the other variable decreases
- E.g. the more friends you have the less lonely you become
4
Q
Coefficient
A
- The mathematical value for any correlation, e.g:
- (+1) is a perfect positive correlation
- (0) when there is no relationship between the variables
- (-1) is a perfect weak correlation
5
Q
Correlation Strengths
A
- Show possible relationships between variables
- Sometimes this method is the most practical or ethical way of carrying out an investigation – nothing is manipulated
- High ecological validity: the numbers come from real life
- Starting point for research: if a causal relationship is found further investigation can be carried out using experiments
6
Q
Correlation Weaknesses
A
- Does not prove a causal relationship
- Subject to the weaknesses associated with of the method used to collect data e.g. observation or self-report
- Show linear relationships but not curvilinear ones e.g. the effect of stress on exam performance where its beneficial to an extent but after a while it isn’t
7
Q
Third Variable
A
- Although correlations show relationships between co-variables
- they don’t show the cause because there may a third variable causing both of the variables or they may not be related at all and each be caused by separate factors