what is the explanatory variable

An explanatory variable is a type of independent variable that is manipulated or observed to see changes in it. It is also known as the expected cause, and it explains the results. Explanatory variables are often used in regression analyses, which focus on predicting or accounting for changes in response variables as a result of explanatory variables. In an experimental study, the explanatory variable is the variable that is manipulated by the researcher.