Thanks for the responses! Here's what ended up happening in my case.
Since I had gotten flight following, I was already in communication with PVD approach. Upon entering PVD airspace, I was vectored about PVD airport. After passing the airport, I requested a frequency change to listen to the OQU atis. At that point, PVD approach advised me to contact OQU tower.