The alpha level is predetermined by the researcher before conducting the study. It is often set at 0.05, but in some cases, a more stringent level like 0.01 may be chosen to reduce the likelihood of a Type I Error. The choice of alpha level depends on the nature of the research and the potential consequences of making an error.