Many people associate shaky hands with Parkinson’s disease, but the most common cause of shaking hands is actually essential tremor. Essential tremor is also the most common neurologic disorder affecting adults, but it’s not well-understood. It’s likely caused by a disruption in the normal functioning of the cerebellum.