Abstract: Debt collection strategies that have been used successfully on certain types of debtors are more likely to yield results than unproven strategies. Non-financial, non-historical behavioral Characteristics of debtors who responded to collection strategies are used to identify future debtors against whom previously-successful strategies should be repeated to provide a rate of payment higher based on historical behavioral/financial attributes.