Researchers conducted a study and determined that students who carpool have less friends than students who ride the bus to school. Can we conclude that carpooling causes students to have less friends?
A: Yes, this is an observational study and we can conclude causation
B: No, this is an observational study and we cannot conclude causation
C: No, this is a controlled experiment and we cannot conclude causation
D: Yes, this is a controlled experiment and we can conclude causation
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