UK versus US Auto Ratemaking

UK versus US Auto Ratemaking

Panelists: Mike BrockmanKevin Kelso

Moderator: Karen Schmitt

A few interesting features of the UK market

• No rate regulation• Dynamic market• Fewer actuaries• Large percent of sales via direct channels• Little industry-wide data available• Different product design• Unlimited liability

Terminology Reference

British AmericanComprehensive An auto policy covers all claim types (the

coverage is comprehensive)Third Party Fire & Theft An auto policy covering only these types of lossesThird Party Only or TPO An auto policy for liability onlyMotor AutoTariff Rate or priceExcess DeductibleABI Association of British InsurersABI Group Car grouping assignment published by ABIScheme A specific rating plan

Distribution Channels

0%

10%

20%

30%

40%

50%

60%

Agent - Tied

Agent - Ind

Direct

Banks

Internet

UK

US

Frequency UK vs. US

0.00%

2.00%

4.00%

6.00%

8.00%

10.00%

12.00%

BI Property Damage Collision

UKUS

Severity UK vs. US

0100020003000400050006000700080009000

10000

BI Property Damage Collision

UKUS

The US Market - A UK View

Price Regulation and Tied Agencies

• greatly affects ratemaking practice• less freedom to change prices frequently• less freedom to introduce new risk variables• arguably less competitive pressures• net result more profit

The US Market - A UK View

Price Regulation and Tied Agencies

• rating plans designed around regulation• tiering systems blurs risk variable differences and

interationships• less active statistical analysis• transparency of rates and information means more

“followers”

The US Market - A UK View

Cover and limited liability

• rating on vehicle means risk less well defined and less predictable

• fixed policy limits means less need for reinsurance

The US Market - A UK View

Under which approach is the consumer better served?

• Balance between good value for consumers and solvency and profits to insurers

• US system probably gets balance right• UK system consumers get too good a deal - profits

margins low and solvency risk high

The UK Market -- a US View

Curious Mix of Quaint and Modern• Change rates willy-nilly• Catching up on litigation -- moving to

contingency-based legal fees• External data not available

– Centralized MVRs– Credit scores– Loss histories

Collision Frequency : Driver Age

0.50.75

11.251.5

1.752

2.252.5

Rel

. Fre

q UK

US

Per Capita Ethanol Consumption

5.0

6.0

7.0

8.0

9.0

10.0

UK US

Litres

per

year

Alcohol-related Auto Fatalities

0.0

1.0

2.0

3.0

4.0

5.0

UK US

Deaths

per

100,000

population

Access to data

How has access to data shaped ratemaking approaches in each market? Data sources:– ISO / other statistical databases– ABI (UK)– motor vehicle records– credit information

Access to competitor informationCompetitor information including

rates is freely available in the US market due to the rate regulation.

How has access to competitor information shaped ratemaking in each market?

RegulationThe UK has no price regulation at all. In the US, regulatory approval play a

large role in how an insurer goes about setting rates.

What is the lost/gain to the US market under current processes?

DistributionDirect writers made it big in the UK

market much earlier than in the US.

What is the outlook in each market for direct writers now that Internet sales are in development?

Automobile Ratemaking in the US and UKPL-35

CAS Ratemaking Seminar 2001Las Vegas

Panelists: Mike Brockman and Kevin Kelso

Motor Vehicle Records, Loss History Reports and Credit Data

• external data bases are available• vehicle details accessed from registration number

• addresses from postcode• socio demographic from postcode

• industry pooled databases• CUE claims underwriting exchange

• Credit history can purchased• used in pricing

• used for risk selection

• correlations need care

Liability v Physical Damage Loss MixUK Differences

• liability depends on coverage bought

• personal injury proportions• 25%-35% comprehensive• 50% - 65% TPFT

• frequency and severity• comp 1% frequency $13,000 severity• tpft 1.3% frequency $14,500 severity

• risk factors• more frequency driven than severity

• large claim propensity varies by cell• little territorial differences in severity

Unlimited v Limited liability

• unlimited liability coverage compulsory

• largest claim to date $19 million

• cost of future care a big issue

• large claim identification important

• large claim propensity analyses

• low level excess of loss reinsurance

Vehicle v Driver Cover

• historically vehicle was covered

• evolved to driver based coverage• can drive other vehicles third party only

• conceptually easier to price

• only, named, any driver covers• important relationships between these

• deductibles depend on driver

Uninsured Motorist Cover

• TP cover mandatory

• uninsured losses not a big problem

• Motor Insurers’ Bureau pays losses

• MIB financed through levies

• current levies about 2% of premium income

Age of Access to Driving

• legal minimum age is 17

• must pass test to gain full licence

• affordability not a serious problem - yet

• large supply of insurers quoting

• most buy TPFT cover, old cars

• no claims bonus transferable between covers

Regulatory Differences• no rate filing, rates changed frequently

• wide range of rating factors

• demand pricing becoming more common • pricing based on price sensitiveness• some discomfort, unjustified in my opinion• more sophisticated way of doing what’s always been done

• new business and renewal pricing• no reason to be the same• knowledge of customer differs• expenses differ, both admin and overhead issues• managing the annual premium movement• quotation engine constraints

Demand Pricing

• rating builds in propensity to by at a price

• insurer can more effectively control margins

• demand propensity acts as safety net

• exploits market anomolies with competitive premiums

• a win win strategy

Optimal Pricing Strategy

Risk Premium

Model

Expenses

Renewal Model PRICE

Most LoyalMost Profitable

MOST VALUABLE

Optimisation Algorithm

Territory Rating

• no common practice

• territory groupings• range from 8 to possibly 50• some use demographic information• relativities range from 1 to 5

• need to understand correlations between risk factors

• Underwriting restrictions by territory

Multi v Single Variable Methodology

• Multivariate analyses only truly way to understand risk relationships

• Very important with correlated variables

• Modern rating plans have more factors

• technology changing to allow more sophisticated analyses

• Must explain concepts to regulators

Rating Tiers

• Not a concept in UK

• No distinction between risk factors

• However can have specialist products• to brand segments

• to offer different commissions

• to limit cover i.e different deductibles

• to have different risk relativities

• to be subject to tight underwriting rules

Motor Theft Claim Frequency TrendsUsing Insurer Area Classification

Predicted Values

Rating AreaCode

Rating AreaCode+Std Err

Rating AreaCode-Std Err

Rating Area Code

0.00

0.01

0.02

0.03

0.04

0.05

0.06

0 2 4 6 8 10 12 14 16 18 20 22 0%

10%

20%

30%

40%

50%

60%

70%

80%

90%

Motor Theft Claim Frequency TrendsUsing RMS Household Theft Hazard Function

Predicted Values

Rating AreaCode (1)

Rating AreaCode (1)+StdErr

Rating AreaCode (1)-StdErr

Rating Area Code (1)

0.00

0.01

0.02

0.03

0.04

0.05

0.06

0 5 10 15 20 25 30 35 40 45 0%

5%

10%

15%

20%

25%

30%

35%

Predicted Values

Rating Area Code (1)

Rating Area Code(1)+Std Err

Rating Area Code(1)-Std Err

+Rating Area Code(1)

+Rating Area Code(1)+Std Err

+Rating Area Code(1)-Std Err

Rating Area Code (1)

0.010

0.015

0.020

0.025

0.030

0.035

0.040

0.045

0.050

0 5 10 15 20 25 30 35 40 45 50 0%

5%

10%

15%

20%

25%

30%

35%

Motor Theft Claim Frequency TrendsTheft Hazard Function Allowing for Correlation

Competitive Analysis

• brokers quotation systems are generally available as competitive tools but ….• brokers have special deals

• direct response rates not included

• best measure is demand for products• conversion and renewal analyses• allows for brand and distribution channel

Interaction between underwriting, pricing and marketing

• risk selection common in UK, although practice varies• some quote all risks but high rates for undesirable segments• some introduce strict terms• some do not quote• some refer to non standard insurer• direct response may target strategically

• perception of good and bad varies so still good supply

• very important to understand interaction in direct response

Distribution/ Sources of Business

• tied agents relatively small part of market• 48% independent brokers• 7% other intermediary e.g banks and building societies• 34% direct response• 7% company agents• 4% other

• source of business and distribition channel is very predictive• classification factors only proxies• life style factors help• buying behaviour provides customer information• information available differs by channel