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Limitations of Partial Correlation
While partial correlation is an important tool for statistically controlling third variables, it does not allow researchers to draw definitive causal conclusions. This is because the technique cannot resolve the directionality problem, and there may be other unmeasured third variables driving the relationship that the researcher did not consider and statistically control.
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Research Methods in Psychology - 4th American Edition @ KPU
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Example of Partial Correlation: Television Violence and Aggression
Limitations of Partial Correlation
In psychological research, what is the primary purpose of using a partial correlation?
If a study finds an association between reading speed and shoe size, a researcher could use a partial correlation to determine if this relationship still exists after statistically controlling for the participants' age.
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Which of the following explains why partial correlation does not allow researchers to draw definitive causal conclusions?
Even after successfully using partial correlation to account for a known third variable, a researcher is still unable to make definitive causal claims about the relationship between two variables.