Correlation Flashcards
What is a correlation?
Illustrates direction of relationship
Between 2 or more variables
What is a correlation plotted on?
A scattergram
What is a positive correlation?
As 1 variable increases so does the other
E.g. more you age = taller
What is a negative correlation?
As 1 increases, other decreases
E.g. the more you exercise, the less risk of heart disease
What does it mean if there is no relationship between variables?
It is a zero correlation
What are correlation coefficients?
Reference strong, weak etc
Way to measure strength+ direction of relationship
0.8-1= STRONG
0.5-0.8= MILD
0.3-0.5= WEAK
0-0.3= NONE
After 0 same- nagative can be strong etc
Explain the difference between correlation + experiment
C= NO IV manip
As intervening will affect V relationship
C= not possible to establish cause + effect
E.g. caffeine may increase anxiety but may be due to personal priblems, stress, personality etc.
AO3: STRENGTH of correlations
P: Quick+ cost- effective to carry out
E: as not manipulating variables+ in natural setting
E: meaning it saves more time+ money than experiments
AO3: WEAKNESS of correlations
Prompt: no IV manip…
P: lack of IV manip + control= only tells us that Vs are related
E: = its a surface level analysis
E: we can’t establish cause + effect
AO3: WEAKNESS of Correlations
Prompt: 3rd variable…
P: 3rd variable problem= untested V affects relationship
E: something affects the correlation
E: relationship caused by unaccounted variable as unaware of it