3.2.1-3.2.2 Correlations Flashcards
what 2 things do correlations show?
strength and direction
How are correlations displayed?
-scatter graph
-numerical values
how is strength portrayed?
the closer the correlation is to 1 or -1, means the stronger it is
how is a positive correlation portrayed?
diagonal upwards when both covariables increase together
How is a negative correlation portrayed?
diagonal downwards when one covariable decreases while the other increases
What is a directional hypothesis?
a prediction that specifies the expected direction
What is a non directional hypothesis?
a prediction that doesn’t specify the expected direction
How do you plot a scatter graph?
-dots used
-IV on x axis and DV on y axis, unless there is no IV/DV
-usually have line of best fit
What does no correlation mean?
no relationship between the variables and correlation coefficient of 0
Values required for a ‘strong’ correlation
0.5-1
Values required for ‘medium’ correlation
0.3-0.49
Values required for ‘weak’ correlation
value below 0.29
Evaluate correlations (strengths)
-high ethics as there is no interference, uses readily available data
-good primary research technique as it can identify relationships to be studied more in depth
Evaluate correlations (weaknesses)
-low validity due to use of self reported questionnaires and secondary data
-can’t establish cause and effect as it’s only correlational, may be indirect relationships such as stress, (smoking) and illness