Consumer Reports notes that regular use of pain relievers can bring on a condition known as medication-overuse headache , which affects up to two-thirds of patients who seek help at headache treatment centers . The International Headache Society defines medication-overuse headaches as those that are present for at least 15 days a month or have developed or markedly worsened because the sufferer used too much medication .