Correlations Flashcards
correlation
maths technique used to investigate an association between two variables
- requires quantitative data
- calculates correlation coefficient, which determines the strength and relationship between the variables
difference between correlations and experiments
variables are measured (not manipulated)
only an association is found (not cause and effect relationship)
doesn’t use terms IV and DV
negative correlation
when one variable increases, the other decreases
- scatter graph has negative gradient
- correlation coefficient is less than 0
positive correlation
when one variable increases, the other increases
- scatter graph has positive gradient
- correlation coefficient is more than 0
zero/no correlation
no relationship is found between the two variables
- scatter graph cannot have a line of best fit drawn bc random points
- correlation coefficient equals 0
curvilinear relationship
as one variable increases, the other increases until a point is reached when one variable continues to increase and the other decreases
- inverted U shape
hypothesis for correlational studies
directional hypothesis states whether there will be a negative or positive correlation between the variables
non-directional hypothesis states that there will be a correlation but the type is unknown
correlations: strength
measures strength of relation between variables
applicable to range of numerical data
identifies relationships for new lines of research
quick and economical
correlations: weakness
doesn’t produce a cause and effect relationship
extraneous variables not addressed
displays a relationship, but doesn’t explain
correlations can be misused or misinterpreted