Correlational Studies

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9 Terms

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Correlation

A measure of the extent to which two variables are related, showing the association between them.

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Predictor Variable

The variable that is considered to occur before the outcome variable and is used to predict the value of the outcome variable.

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Correlation Coefficient

A numerical score that represents the relationship between variables, ranging from 0 to 1, indicating the strength of the relationship.

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Positive Correlation

When an increase in one variable is associated with an increase in the other variable.

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Negative Correlation

When an increase in one variable is associated with a decrease in the other variable.

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Zero Correlation

When there is no relationship between variables.

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Spearman’s rho

A statistical test of correlation used to determine if a significant relationship exists between two variables.

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Causation

The relationship where a change in one variable is the direct cause of a change in the values of another variable.

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Third Variable

A variable that may be influencing the relationship between two correlated variables, indicating that correlation does not imply causation.