A researcher wants to determine if a new interactive teaching method causes an increase in student math scores. The first 50 students to volunteer for the study are assigned to the experimental group, which uses the interactive method. The next 50 volunteers are assigned to the control group, which uses a traditional lecture method. At the end of the study, the experimental group has significantly higher math scores. Why is the researcher's conclusion that the interactive method caused the higher scores not fully justified?