A hypothesis is a prediction about the relationship between variables, and as such to establish the proposition, there are tests to determine if the association exists (Rossi, 2010). The data collected was related to calories burned for different sessions following participation in physical exercises or physical activities. As such, to establish whether the hypothesized propositions are correct, the outcomes are tested.