Steen Levitt, co-author of Freakonomics, provides the algorithms he used to detect cheating on standardized tests by teachers at public schools. He suggests that with the No Child Left Behind act there might be a solid business idea in developing software that looks for statistical anomalies in test scores in order to detect cheating.
Teachers might cheat by inflating the scores of their students in order to secure more funding for their school.