Gandalf has a good reason for changing his staff multiple times in The Lord of the Rings and Hobbit movies, which connects to his character arc.

Radagast the Brown Should Join Gandalf in Tales of the Shire Gandalf is only one member of an order of wizards originally led by Saruman the White.