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