Performance Management is the process by which organizations set the goals for their employees and track their performance, help them to achieve the goals by providing necessary support in the form of tools & resources, continuous feedback, coaching and development. When people talk about performance management, they tend to associate it with certain myths. The objective of this paper is to look at some common myths, understand the reasons why it is believed in such a way and ways to change such beliefs.