correlations Flashcards
define correlation
mathematical technique where a researcher investigates an association between 2 variables, called co-variables
correlation coefficient
number between +1 and -1 which represents the direction & strength of the relationship between co-variables
what is a correlation plotted on
scattergram
+1
perfect positive correlation
-1
perfect negative correlation
+0.9 to +0.7
strong positive correlation
+0.6 to +0.4
moderate positive correlation
+0.3 to +0.1
weak positive correlation
0
zero correlation
-0.9 to -0.7
strong negative correlation
-0.6 to -0.4
moderate negative correlation
-0.3 to -0.1
weak negative correlation
identify strengths of correlations
- can be used when it’s unethical/impractical to manipulate variables eg. when measuring relationship between pain & concentration, instead of inflicting harm they could rate their present pain on a scale of 1-10
- procedure can be repeated so findings can be confirmed = reliable
- if correlation found, further research can be conducted to see if causal research exists & directionl hypothesis can be made
identity weaknesses of correlations
- may be intervening (confounding) variables that can explain why co-variables are linked
- cannot demonstrate a cause-and-effect relationship as cannot control variables
- often misinterpreted & people believe cause relationship has been demonstrated eg. ADHD & caffeine - ‘caffeine causes ADHD’