Correlations Flashcards
What are correlations?
Where a researcher investigates an association between co variables
(Association, relationship, correlation in hypothesis)
Hypothesis for a correlation
No IV or DV
Has to state the expected relationship between co variables which must be operationalised
Can be directional/non directional
Positive correlation
Where one co variable increases as the other co variable increases
Can be strong or weak positive
Negative correlation
Where one co variable increases while the other decreases
Can be strong/weak
Zero correlation
No distinct relationship shown between the 2 variables
Correlation coefficient
Correlation coefficient number represents the strength of the relationship between the co variables and can range between -1.0 and +1.0
The nearer the number is to +1 or -1 the stronger the correlation
A correlation coefficient of 08 is generally accepted as a strong correlation
Strengths of correlations
- quick to carry out, no need for a controlled environment and no manipulation of variables required
- secondary data can be used so less time consuming
Weaknesses of correlations
- lack of experimental manipulation and control means they can only tell us how variables are related and not why
- can’t demonstrate cause and effect
- third variable problem, another untested variable is causing the relationship between the 2 co variables being investigated