This paper describes longitudinal studies on three cohorts of students accelerated academically as part of the Study of Mathematically Precocious Youth. Results do not support critics' contentions that acceleration produces academic gaps and early "burn out" but instead show positive psychosocial outcomes and high levels of participant satisfaction. (DB)