Some people with asthma can have a severe reaction to aspirin and other common painkillers, but the extent and seriousness of the problem is controversial. Aspirin rectal is used to reduce pain, inflammation, and fever. More from YourTotalHealth » At a Glance RightHealth Community Aspirin is easily available over the counter, and is used to relieve pain and reduce fever.