If your are planning to conduct a research through experimental method. You need to used t-test for comparison of control and experimental group along with Cohen'd effect size. Cohen's d is an effect size used to indicate the standardised difference between two means.
In contrast, you can use Linear multiple regression in case of survey or experimental research. It is applicable for both designs.
You can refer "Quantitative Data Analysis in Education" book for regression analysis for experimental design or you can simply use it for survey design.