B. Option #2: an experimental study
Experimental studies are designed to determine cause-and-effect relationships by manipulating one or more independent variables and observing the effect on dependent variables, typically using random assignment to control for confounding factors. Observational studies and surveys, on the other hand, can identify associations but cannot definitively establish causality due to potential confounding factors and the lack of manipulation of variables.