correlations Flashcards
What is a correlation?
a mathematical technique that is used to investigate whether there is an association between two co-variables.
What is meant by co-variable?
The variables which are being investigated. They are not referred to as dependent and independent because they are not
What is a positive correlation?
as one variable increases, the other also increases
What is a negative correlation?
as one variable increases, the other decreases
What is a ‘zero’ correlation?
no relationship is found between variables
What is meant by a correlational coefficient?
A correlational coefficient indicates a measure of direction and strength of a relationship between two variables
What is the number range of a coefficient?
ranges from -1 to +1 (-1 being a negative correlation and +1 being a positive correlation. The closer the correlation is to 0, the weaker the relationship is.
What are scattergrams used for?
scattergrams present correlational data graphically
What helps to test for a significant coefficient?
Spearmans Rho
What are two strengths of correlations?
-allow us to investigate behaviors that researchers can’t practically or ethically manipulate in an experimental condition
-correlations are a good ‘starting point’ for research; if there is a relationship found the researcher may continue with their study
What are two weaknesses of correlations?
-only work for linear relationships, can’t measure curvilinear relationships
-researcher is not manipulating anything and so cannot establish a cause and effect relationship