Correlation analysis Flashcards
research methods
What do correlations investigate?
The relationship between two variables, it doesn’t determine a cause and effect relationship (as there’s is no IV). It simply looks to see if two variables are linked
Is correlation analysis an experiment?
NO as there is no IV so we can’t say that one affects the other
How do you carry out a correlation analysis?
- Decide which two variables to study
- Collect data on the two variables
- Visually represent this data using a scattergram and decide which the of correlation that’s found (positive, negative or none)
4.Work out the correlation coefficient (a number between -1 and +1 based on the relationship)
What are the advantages of correlation analysis?
Allows preliminary research to be carried out to indicate a link between two variables
Allows the generation of a larger amount of data as they’re quick and easy to carry out (only requires 2 sets of data)
What are the disadvantages of correlation analysis?
Impossible to infer cause and effect as it could also be a third party
Only measures a ‘linear relationship’ when some variables are related in a ‘curvilinear relationship’