Final answer:
The explanatory variable is the type of program watched, and the response variable is the number of calories consumed. It is an experiment due to the random assignment and control of variables.
Step-by-step explanation:
The explanatory variable in the study is the type of program the people watched, which includes three treatments: watching an action Hollywood movie with sound, watching the movie without sound, and watching an interview program.
The response variable is the number of calories consumed by the participants while watching these programs. The nature of the study, with subjects being randomly assigned to one of three treatments and the variable of interest being controlled by the experimenter, indicates that this was an experiment, not an observational study.
The population of interest is all college students, the sample is the 94 college students who participated in the study, and each individual participant serves as an experimental unit.