Individuals who volunteer to participate in psychological research systematically differ from non-volunteers in predictable ways, even when receiving compensation. As documented by Rosenthal & Rosnow (1976), volunteer subjects tend, on average, to be more interested in the research topic, more educated, more sociable, higher in social class, have a higher IQ, and possess a greater need for approval compared to those who do not volunteer.