Answer: Observational study
Explanation:
An observational study can be defined as the process of studying the cause and effect relationships between the two variables without actually manipulating the independent variable like that occur in the controlled experiment. In observational study no control specimen is used for the purpose of comparison with the changes.The treatment groups or variables are also random.
According to the given situation, the direct effect of caffeine on performance has been derived by providing a group with caffeine and not permitting the other before class. This is an example of observational study as no control of parameters has been set for example timing of class.