to decide on sb to do or have sth, by choosing pieces of paper, etc.
draw straws (for sth)
to decide on sb to do or have sth, by choosing pieces of paper, etc.
We drew straws for who went first.
Definitions from the Oxford Advanced Learner's Dictionary, 9th edition