Correlations Flashcards
What is a correlation?
a relationship between two variables
What do correlations measure?
Correlational studies measure the relationship among 2 co-variables (e.g., weight and stress).
NO IV or DV as they’re not being manipulated and can’t determine cause and effect
What are the different types of correlation?
- positive correlation
- negative correlation
- no correlation
What is a positive correlation?
when one co-variable increases so does the other.
What is a negative correlation?
as 1 variable increases the other variable decreases.
What does “no correlation” mean?
no relationship between the co-variables.
What is correlation coefficient?
a number between -1 and 1
How do you measure the strength of a coefficient?
By calculating the correlation coefficient
the closer the score is to -1, the stronger the negative correlation
the closer to +1, the stronger the positive correlation
a score of 0 would indicate no correlation
What is a correlational directional hypotheses?
Previous research shows a direction, states the direction of the relationship
What is a correlational non-directional hypotheses?
No previous research with no direction, does not state the direction of the relationship.
Give an example of a correlational directional hypotheses
e.g. there will be a positive correlation between scores on a happiness questionnaire and scores on a health questionnaire.
Give an example of a correlational non-directional hypotheses
E.g. there will be a correlation between scores on a happiness questionnaire and scores on a health questionnaire.
What are generally used to display correlations?
Scatter graphs
Give some advantages of correlations
- Correlational studies let predictions be made about the trend direction and strength of the relationship between the co-variables.
- No manipulation required.
Give some disadvantages of correlations
- Don’t establish cause and effect.
- Some correlations could be purely due to chance, and these results could be misrepresentative.
- Only suitable for linear relationships