R. Nathan, Gerald E. Ledford, David E. Bowen, and Thomas G. Cummings discuss how measures of growth needs and social needs from the Personality Research Form, or PRF (Jackson, 1984) are shown to be a valid selection tool for a high involvement organization, based on the criterion of performance in a content valid pre-employment training program.