Correlations Flashcards
What is a correlation?
Where a researcher investigated a association/relationship between two variables
What are correlations plotted on?
scattergrams
Define a Positive Correlation
As one co-variable increases so does the other
Define a Negative Correlation
As one co-variable increases, the other increases
What is a ‘Zero Correlation’?
When there is no relationship between the two co variables
What are the strengths of Correlations?
- Provide a precise and quantifiable measure
- Quick and economical
- Act as a starting point for further research
What are the limitations of Correlations?
- Does not establish cause and direction of effect
- There might be a Third Variable Problem
- Can be misused and misinterpreted
What is a Correlation Coefficient?
A number between -1 and +1 that represents the direction and strength of a relationship
What does +1 represent?
A Perfect Positive Correlation
What does -1 represent?
A Perfect negative correlation
When is a correlation strong?
When the coefficient is closer to -1 or +1