Researchers from Canada’s McMaster University, writing in the Canadian Medical Association Journal, found that nonsteroidal anti-inflammatory drugs, such as ibuprofen are actually better at controlling pain than opioid-based codeine pain killers. They also provide fewer adverse reactions than codeine.