A technique for conducting criminal background investigations addresses the problems of false negatives; false positives; and offense severity. The foregoing problems are managed by pre-scoring records within a data management system and comparing these scores with initial criteria. The resulting values are quickly returned using minimum real-time computational power. A result score is represented by three distinct values or three dimensions which can easily be represented by any 3-D graphical display or easily sorted highest to lowest for each dimension.