SUVs and Automobile Insurance Costs SUV Drivers Have Different Underlying Liability Loss Costs...
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Transcript of SUVs and Automobile Insurance Costs SUV Drivers Have Different Underlying Liability Loss Costs...
SUVs and Automobile Insurance Costs
SUV Drivers Have Different Underlying Liability Loss Costs
Michael C. Dubin, FCAS, MAAA, MCAMichael C. Dubin, FCAS, MAAA, MCA
1999 CAS Seminar on Ratemaking1999 CAS Seminar on Ratemaking
March 11 and 12March 11 and 12
Opryland Hotel, NashvilleOpryland Hotel, Nashville
Why We’re Here
Vehicles on the road changingVehicles on the road changing Allegations that SUVs are more dangerous Allegations that SUVs are more dangerous
for passengers of other vehiclesfor passengers of other vehicles Question liability rating plans that do not Question liability rating plans that do not
consider vehicle classconsider vehicle class
Topics of Discussion The changing marketThe changing market ““Ideal” characteristics of rating plansIdeal” characteristics of rating plans Options for including new rating variableOptions for including new rating variable Next steps for actuariesNext steps for actuaries
The Changing Market
Not much reflection of vehicle class in Not much reflection of vehicle class in liability ratesliability rates
Progressive, Farmers examplesProgressive, Farmers examples Establish market niche or improve loss ratioEstablish market niche or improve loss ratio May not want to lead marketMay not want to lead market Soft marketSoft market
Example
Protection of a program's financial Protection of a program's financial soundnesssoundness
Enhanced fairnessEnhanced fairness Economic incentiveEconomic incentive
SUV Class Non-SUV Class All ClassesNon-SUV Rating Company A
Insureds 500 500 1,000Average Premium 500 500 500Average Loss 450 350 400Average Expense 100 100 100Average Profit $ -50 50 0
% -10 10 0
Non-SUV Rating Company BInsureds 500 500 1,000Average Premium 500 500 500Average Loss 450 350 400Average Expense 100 100 100Average Profit $ -50 50 0
% -10 10 0
MARKET WITH SUV RATING
SUV Class Non-SUV Class All ClassesSUV Rating Company
Insureds 0 1,000 1,000Average Premium 550 450 450Average Loss 450 350 350Average Expense 100 100 100Average Profit $ 0 0 0
% 0 0 0
Non-SUV Rating CompanyInsureds 1000 0 1,000Average Premium 500 500 500Average Loss 450 350 450Average Expense 100 100 100Average Profit $ -50 50 -50
% -10 10 -10
SUV Class Non-SUV Class All ClassesSUV Rating Company
Insureds 500 1,000 1,500Average Premium 550 450 450Average Loss 450 350 350Average Expense 100 100 100Average Profit $ 0 0 0
% 0 0 0
Non-SUV Rating CompanyInsureds 500 0 500Average Premium 550 550 550Average Loss 450 350 450Average Expense 100 100 100Average Profit $ 0 100 0
% 0 18 0
Ideal Characteristics of Rating Plans Statistical considerationsStatistical considerations Operational considerationsOperational considerations Hazard reduction incentivesHazard reduction incentives Public acceptabilityPublic acceptability CausalityCausality ControllabilityControllability
Statistical Considerations Homogeneity, Credibility, Predictive StabilityHomogeneity, Credibility, Predictive Stability Studies show more injuries to occupants in Studies show more injuries to occupants in
vehicles hit by SUVs than hit by carsvehicles hit by SUVs than hit by cars Studies shows more damage to vehicle hit by Studies shows more damage to vehicle hit by
SUVs than hit by carsSUVs than hit by cars Not fully explained by weight differenceNot fully explained by weight difference Historically not needed Historically not needed Original assumptions no longer validOriginal assumptions no longer valid
Statistical Considerations
Supported by dataSupported by data Information is readily availableInformation is readily available What data to useWhat data to use How to model dataHow to model data Not enough mature dataNot enough mature data
Insurance Institute for Highway Safety
Fatality Rate by Weight Class of Other VehicleFor 3 Types of Other Vehicle
0
20
40
60
80
100
120
140
160
180
200
<2,500 2,500- 3,000- 3,500- 4,000- 4,500- 5,000+
Cars
Pickups
SUVs
Operational Considerations
Expense (practicality and cost effectiveness)Expense (practicality and cost effectiveness) Constancy, absence of ambiguityConstancy, absence of ambiguity Measurability and objectivityMeasurability and objectivity ManipulationManipulation
Hazard Reduction Incentives Believe auto makers are responsible for Believe auto makers are responsible for
correcting incompatibilitycorrecting incompatibility Insurance industry dictates automobile safetyInsurance industry dictates automobile safety Mercedes-BenzMercedes-Benz US ManufacturersUS Manufacturers Crash testsCrash tests
Public Acceptability Afraid of upsetting customersAfraid of upsetting customers Regulatory issuesRegulatory issues Public believes SUV have higher potential Public believes SUV have higher potential
liabilityliability Public believes that SUV owners should Public believes that SUV owners should
pay more for auto liability insurancepay more for auto liability insurance Customers think it is fairCustomers think it is fair
Causality
Not a requirement for risk classification Not a requirement for risk classification systemssystems
Clear and relevant relationship to insured Clear and relevant relationship to insured hazardhazard
Controllability
Aware of dangers SUV’s pose to people in Aware of dangers SUV’s pose to people in carscars
Likely that liability rates will increaseLikely that liability rates will increase Voluntarily increasing potential liabilityVoluntarily increasing potential liability
Available Options for Incorporating Vehicle Class
Make SUV a rating variableMake SUV a rating variable Rate SUV separately vs. carsRate SUV separately vs. cars Add adjustment factor for certain vehiclesAdd adjustment factor for certain vehicles Generalized Linear Modeling could solve SUV Generalized Linear Modeling could solve SUV
issue and many othersissue and many others Take advantage of increasing computer powerTake advantage of increasing computer power
Next Steps for Us Actuaries Meets ratemaking criteria for adjusting class planMeets ratemaking criteria for adjusting class plan Think of new ways to look at dataThink of new ways to look at data Decide whether data reveal iniquity in ratesDecide whether data reveal iniquity in rates If so, think of new ways to make rates If so, think of new ways to make rates Consider underwriting, marketing and overall Consider underwriting, marketing and overall
objectivesobjectives