12. What is the research history behind Personality I.D.®?

A complete description of the research and development history is found under Research and Development. Briefly, the assessment was developed over an eight-year period using standard psychometric principles and testing several hundred people. The assessment is not based or derived from existing instruments but was developed from the item level using factor analysis and other statistical analyses to develop the factors and scoring.