Chapter 13 - data Flashcards
relevance
implies a similar class of lives and policy conditions to those expected for the product in question
Projection to the midpoint of insurance usage
- the actuary will need to gather all information available from the local market on trends and developments in order to project this experience forward for the product’s lifetime
- each cohort of policies issued will continue until they terminate or until a premium review date. The assumptions must stay valid for an average of:
[expected shelf-life of proposed premium rates] + [expected duration of policy to termination or next review date]
Why own experience generally forms the best base for prediction
Many influences affecting the amount to be paid out in benefits that are specific to the insurer in question and so may not be reflected in numbers taken from internal sources
- approach to underwriting and acceptance
- policy conditions
- claims management
- distribution channel
- target market
Drawbacks of population data
- the accuracy and reliability may be questionable, especially in healthcare where definitions may be subjective and the scope for double counting is significant
- data may not always be available electronically or in the appropriate formal
- the population experience may be somewhat out-of-date before it becomes published
- the national experience may not be relevant to the subset of lives that will be accepted for insurance (this is improved if population analysis is split between groups)
- the circumstances of the onset and continuation of a sickness or incapacity are unlikely to coincide with the definition of a claim under the insurance policy
Advantages of industry information
- it represents the insured experience
- it is generally of sufficient volume to be statistically credible
- it reflects local companies (reflecting market experience) and has been compiled by experts
Disadvantages of industry information
- may take time to compile tables
- remains a market place average and hence not relevant to any one company.
- the strictness of underwriting and claims management may be reflected in similar ratios used for life insurance tables. Caution should be exercised if this is a launch into a new healthcare insurance product.
Other sources of data
- overseas data
- actuarial consultants
- rate table software
- trade magazines
Rate table software
there may be some companies that issue software that compare market premium rates for similar products of a given class
Trade magazines
Source of statistics to assist in the risk projection process. Will give info about the types and levels of benefits offered and the premium rates that companies charge.
Requirements of data
- relevant
- credible
- available
- reliable for the purpose intended
What must the different health care products be projected by?
LTCI - in total
CI - by cause of claim
PMI - for each benefit or treatment category