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experimental group

accidental relationship

cause and effect relationship

presumed relationship

hidden variables

reverse cause and effect relationship accidental relationship presumed relationship

control group

extraneous variables

common cause relationship

A change in X produces a change in Y.

Extraneous variables that are difficult to recognize. May invalidate conclusions drawn from statistical results.

they do not receive the treatment by the researchers and are used as to compare against the group that does receive the treatment

An external variable causes two variables to change the same way.

Variables that affect either the dependent or the independent variable and are NOT predictable.

A correlation exists without any causal relationship between variables.

they receive the treatment being tested

A correlation doesn’t appear to be accidental even though there is no apparent cause and effect or common cause relationship.

The presumed dependent and independent variables are reversed in the process of determining causality. (Y causes X). A correlation exists without any causal relationship between variables. A correlation doesn’t appear to be accidental even though there is no apparent cause and effect or common cause relationship.