It's common for people to say that their pain started after something simple like bending over to pick up a piece of paper. The reality is that their condition was likely developing for years. That piece of paper just happened to be the last straw.
Treatment length for sciatica can vary from patient to patient. Some people respond very quickly while others take more time to recover. It really depends on the condition of the disc or the joints that need attention.