correlations

Cards (8)

  • a correlation looks at the relationship between 2 variables and shows the strength of the relationship
  • a positive correlation is when 1 variable increases the other variable increases too
  • a negative correlation is when 1 variable increases the other variable decreases
  • the correlation co - efficient is a value/number that tells us the strength of the correlation between two variables
  • perfect correlation = 1
    strong correlation = 0.7, 0.8, 0.9
    moderate correlation = 0.4, 0.5, 0.6
    weak correlation = 0.1, 0.2, 0.3
    no correlation = 0
  • experiments vs correlations
    • experiments look for differences whereas correlations look for relationships
    • experiments establish cause and effect however correlations don't
    • experiments have a high degree of control and rely on the idea of one variable changing caused the difference whereas a correlation has no control it looks for relationships between variables
  • strengths of correlations - useful when its unethical to do an experiment, allows predictions, is quick and economical and can be used as a starting point for further research
  • weaknesses of correlations - can't show causation (cause of correlation), often can be misinterpreted as people think that one must cause the other and studies only tell us if variables are related and not why