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Published byJudith Chase Modified over 7 years ago
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2006 CAS RATEMAKING SEMINAR PRODUCT DEVELOPMENT (COM -2)
BETH FITZGERALD, FCAS, MAAA
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Types of Product Development for Commercial Lines What is the Process?
Viewpoint of Actuary
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Types of Product Development for Commercial Lines
New Lines of Business Internet Liability and Network Protection Employment-Related Practices Liability Expanded Coverage for Market Segments Supermarkets, Restaurants, Hotels Use of Sophisticated Analytical Tools for Ratemaking
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Outline of Process for New Lines or Expanded Coverages
Product Need Policy Form Development Rule/Loss Cost Development Filing Preparation Statistical Impact Marketing/Sales Plans Future
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Product Need Customer Survey Monitoring of Market
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Policy Form Development
Research Coverages Discuss Potential Coverages for Inclusion in Product Draft Policy Forms & Endorsements Discuss with Insurer Panels, Agents, Brokers, Risk Managers Legal Approval
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Rule Development - Premium Determination
Decide on Rating Structure for Basic Coverage Premium practicality vs. accuracy exposure base classification plan vary rates by state, territory? offer increased limits, deductibles, co-pays? Manual Rules Reviewed by Insurer Panels
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Pricing of Loss Costs/Relativities
Understand Coverages - inclusions, exclusions, endorsements Provide Input on Coverages Data Needs Data Availability Decide on Methodology
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Filing Preparation Loss Cost Filing
Conform to State Regulations/Statutes Respond to Regulatory Concerns
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Statistical Impact Determine Future Ratemaking Statistical Needs
Balance Data Needs with Practicality/Cost of Data Collection May Collect More Detail Than Used in Rating (e.g. territory, individual class) Discuss with IST & Insurer Panels
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Marketing/Sales Plan Decide on Target Customers
Decide if Provide any Additional Services Risk Management Services, Advisory Policy Application & Underwriting Guidelines Prepare Announcement Material for Customers Coordinate with Internal Staff Sales, Marketing, Finance Follow-up/Feedback
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Future Ratemaking Develop/Modify Report Systems
Monitor Statistical Data Determine Ratemaking Methodology for Updating Pricing short - term long – term Modify Pricing for Coverage Enhancements
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Use of Sophisticated Analytics in Ratemaking
Use of multi-variate modeling software Access of current rating variables and/or new variables
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Multi-Variate Software Issues
Evaluate different software products Flexibility/options Customer support/Reputation of firm History of software Allow for trial period Handling of large volumes of data Computer needs of software Train Staff on Software/Modeling Techniques
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Use of current ratemaking data
Data Cleansing Issues Use of current ratemaking data Sufficient volume for multi-variate analysis? Cleanse data for more detailed multi-variate analysis Use of new variables Matching of ratemaking data to new variables Data cleansing of new variables
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Modeling Issues Selection of modeling method Selection of variables, parameters of model Evaluate diagnostics of model
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