Correlations Flashcards
What is a positive correlation?
As one variable increases, so does the other. E.g., the more hours studying, the higher grade achieved.
What is a zero correlation?
There is no relationship between the two variables. E.g., toe size and scores on a test.
What is a negative correlation?
As one variable increases, the other decreases. E.g., the more beers drank, the lower the grade achieved.
What is the score of a perfect negative correlation?
-1
What does correlation coefficient mean?
A statistic that reflects the degree to which two sets of scores are related.
What is the score for no correlation?
0
What is the score of a perfect positive correlation?
1
What are the strengths of using correlational analysis?
- Suggest trends - correlations can suggest trends that can lead to experiments.
- Useful when experiments would be impossible or unethical
- High ecological validity
What are the limitations of using correlational analysis?
- Correlations do not establish a cause and effect
What is the difference between correlations and experiments?
Experiment - Have an IV and DV
Correlation - Two variables (no IV and DV)
Experiment - Establishes if the IV causes the DV (cause and effect)
Correlation - Establishes if there is a relationship between 2 variables
Experiment - Lab experiments control EVs so we are confident that there are no confounding variables.
Correlation - The findings might be affected by other variables/ might demonstrate a ‘chance’ relationship
Experiment - The hypothesis states that there will be a difference in the DV as a result of the IV
Correlation - The hypothesis states that there will be a correlation/relationship between the two variables.