the 16 personality factors were identified in 1949 by raymond cattell. he believed that in order to adequately map out personality, one had to utilize l-data (life records or observation), q data (information from questionnaires), and t-data (information from objective tests). the development of the 16pf questionnaire, although confusingly named, was an attempt to develop an adequate measure of t-data.