Pointer overhead refers to the additional memory and computational resources required to manage pointers in a program, which can impact performance and efficiency. It includes factors like memory consumption for storing addresses, increased complexity in managing dynamic memory, and potential for errors such as memory leaks and pointer arithmetic mistakes.