Martin Seligman's multidimensional theory of psychological well-being, PERMA (positive emotions, engagement, relationships, meaning, and accomplishment), was empirically tested on a sample of Australian male students (age 13-18). Researchers selected a subset of theoretically relevant items from an extensive well-being assessment. Four of the fiver PERMA elements emerged from a factor analysis, along with two ill-being factors.