Marshall Flashcards
Example of external systemic risk
material/labor cost trends
Components of independent risk (2)
- random component of parameter risk
2. random component of process risk
Quantitative techniques are best for measuring these risk sources (2)
- independent risk
2. past sources of external systemic risk
Reasons quantitative modeling techniques do not capture all sources of uncertainty (3)
- good models fit past data well (often fit away past external systemic risk, leaving only random sources)
- outcome may be substantially affected by past episodes of systemic risk (representative of future?)
- highly unlikely to capture any internal systemic risk
Sources of internal systemic risk (3)
- specification error (inability to perfectly model insurance process)
- parameter selection error (cannot adequately measure all predictors)
- data error
Risk indicators for balanced scorecard assessment of specification error (5)
- # of models used
- range of results
- reasonability checks conducted
- subjective adjustments required
- extent of monitoring and review
Risk indicators for balanced scorecard assessment of parameter selection error (6)
- ability to identify and use predictors
- extend predictors lead vs. lag claim costs
- subjective adjustments required
- ability to detect trends
- stability
- uncertainty in superimposed inflation
Risk indicators for balanced scorecard assessment of data error (4)
- extent, timeliness, and reliability of info from business
- access to data
- quality of reconciliations
- extent of revisions to past data
External systemic risk categories (7)
- economic and social
- legislative, political, and claims inflation
- claim mgmt process change
- expense
- event
- latent claim
- recovery
Examples of economic and social external systemic risk (4)
- inflation (AWE/CPI)
- economic conditions (unemployment)
- fuel prices
- driving patterns
Examples of long-tailed legislative, political, and claims inflation external systemic risks (4)
- precedent setting in courts
- changes in medical costs
- changes in legal costs
- shifts in large claim frequency or severity
Example of short-tailed legislative, political, and claims inflation external systemic risk
claims inflation increasing at a different rate from ACE
Examples of claim management process change external systemic risk (3)
- reporting/payment patterns
- re-opening rates
- case reserve handling changes
Expense risk (external systemic risk)
uncertainty associated with cost of managing run-off of liabilities or maintenance of unexpired risk
Correlation w/in and b/w valuation classes
independent risk - uncorrelated w/any other source
internal systemic risk - uncorrelated w/each other source, but has correlation b/w valuation classes or OCL/PL
external systemic risk - uncorrelated w/each other source, but may have correlation b/w similar external systemic risk categories