Describe the meaning of a confounding variable and why it is a problem to have a confounding variable in an experimental study. Also, describe what will cause confounding in a between subjects design, what will cause confounding in a within subjects design, the steps a researcher needs to take to avoid confounding in a between subjects design, and the steps a researcher needs to take to avoid confounding in a within subjects design.