Observables are physical quantities that can be measured in a quantum system, such as position, momentum, and energy. They play a crucial role in quantum mechanics because they are the measurable properties that give insight into the state of a system. The behavior of observables is influenced by the uncertainty principle, which states that certain pairs of observables cannot be precisely known at the same time, thus impacting our ability to predict outcomes accurately.