B.2. Experience rating Flashcards
Advantages of experience rating
- Accounts for differences between risks in a class
- Accounts for variables that are difficult to quantify
- Further refinement of classification beyond manual rates
Goals of experience rating
- Greater risk equity
- Safey incentive
- Enhances market competition
Credibility criteria
No-split plan formula
Split plan mod formula
What primary & excess split each reflect
- The primary amount reflects frequency, and receives the most weight in the experience rating calculation.
- The excess amount reflects severity.
The split plan works better when the parameter risk (for Work Comp, this is the claim count uncertainty driven by many small Med only and TT claims) can be separated from the process risk (for Work Comp, this is the severity volatility, driven by a few but very influencial Major PP, PT, and fatal claims).
Quintile test
For each size of risk group :
- Sort risks by their mods in increasing order.
- Group these sorted risks into 5 quintiles.
- For each quintile, calculate manual and standard loss ratios. If premium is not available, replace manual loss ratios with actual losses/expected losses, and standard loss ratios with actual losses/modified expected losses.
- Under a plan performing ideally, you would see :
- Maximum disperion in manual loss ratios. This shows the plan does a good job of identifying risk differences.
- Equal standard loss ratios. This is the most important criteria, and shows the plan corrects for risk differences.
Efficiency test
For each size of risk group :
- Sort risks by their mods in increasing order
- Group these sorted risks into 5 quintiles.
- For each quintile, calculate manual and standard loss ratios. If premium is not available, replace manual loss ratios by actual losses / expected losses, and standard loss ratios by actual losses / modified expected losses.
- Efficiency test statistic = Variance(standard loss ratios) / Variance(manual loss ratios).
- A lower test statistic indicated better plan performance.
What trend in standard LRs indicates on a quintiles test.
Downward trend as mod increases : too much credibility has been applied.
Increasing trend as mod increases : too little credibility as been applied.
When to use Schedule rating
To reflect individual risk characteristics that are not reflected in the rate calculation and are not already captured in experience rating.