I have a data set that is a group of participants who accept or reject each of two devices, and I'd like to test if the two devices are accepted at different rates. Summary table like so
Overall Acceptance Accept Reject X 124 20 Y 111 33
What's the best statistical test to determine if the difference between X's acceptance rate and Y's acceptance rate is significant? I'm unused to binary data so out of my depth here.