Side effects occur when a procedure does more than just return a result, such as modifying state or performing input/output operations. While common in imperative programming, they complicate reasoning, maintenance, and testing. Embracing purity in programming can lead to clearer code and easier maintenance, as fewer hidden changes occur behind the scenes.