Collection Score which is risk based and can be used for optimizing collections allocation and costs by targeting high risk accounts

• Identify value at risk in each segment
• Segmentation based on transactional behavior, demographic info etc.
• Develop stepwise  logistic regression to determine the significant variables
• Score-based account classification enabled by collection scorecard
• Propose a collection strategy which takes into account cost benefit, plus cost of various interventions