Correlation Flashcards

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1
Q

Correlation

A
  • A mathematical technique where two variables are measured quantitatively
  • So a correlation between them can be established
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2
Q

Positive Correlation

A
  • As one variable increases the other variable increases

- E.g. the more you revise the more you’ll score on test papers

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3
Q

Negative Correlation

A
  • As one variable increases the other variable decreases

- E.g. the more friends you have the less lonely you become

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4
Q

Coefficient

A
  • The mathematical value for any correlation, e.g:
  • (+1) is a perfect positive correlation
  • (0) when there is no relationship between the variables
  • (-1) is a perfect weak correlation
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5
Q

Correlation Strengths

A
  • Show possible relationships between variables
  • Sometimes this method is the most practical or ethical way of carrying out an investigation – nothing is manipulated
  • High ecological validity: the numbers come from real life
  • Starting point for research: if a causal relationship is found further investigation can be carried out using experiments
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6
Q

Correlation Weaknesses

A
  • Does not prove a causal relationship
  • Subject to the weaknesses associated with of the method used to collect data e.g. observation or self-report
  • Show linear relationships but not curvilinear ones e.g. the effect of stress on exam performance where its beneficial to an extent but after a while it isn’t
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7
Q

Third Variable

A
  • Although correlations show relationships between co-variables
  • they don’t show the cause because there may a third variable causing both of the variables or they may not be related at all and each be caused by separate factors
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