System, program product and method for segmenting and underwriting using voting status
First Claim
1. A computing system for segmenting a population for insurance underwriting, comprising:
- a data storage device;
a voting status generator module programmed to obtain information providing voting status of members of a population;
a predictive modeling module programmed to segment the population into groups based at least in part on voting status information stored in the data storage device, and to calculate insurance underwriting risk parameters of each group, the risk parameters including at least one of predicted insurance claim frequency or insurance claim severity; and
an input/output system to transfer incoming voting status information obtained by the voting status generator module to the data storage device and to output information relating to the groups and their respective insurance underwriting risk parameters.
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Accused Products
Abstract
A system, method and computer program product for utilizing a person'"'"'s voting status as a factor in segmenting a population, and in various aspects of selling, underwriting, or rating insurance. Voting status may include voter registration, eligibility for voter registration, an instance of recent voting, voting frequency, or other voting history in elections. In defining voting status, an instance of recent voting, voting frequency, or other voting history may optionally take into account the type of election or the turnout for the election, or both. Voting status may be used together with other factors such as age, gender, driving distance to place of employment, or residence location. A risk model for insurance purposes is provided, including segmentation of a population into groups based factors including voting status; and determining risk parameters of each group. A rate structure corresponding to the segmented groups may be calculated, and insurance coverage limits and a premium proposed to a customer based on a group assignment. Persons to receive insurance sales solicitations may be identified based on voting status.
77 Citations
25 Claims
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1. A computing system for segmenting a population for insurance underwriting, comprising:
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a data storage device; a voting status generator module programmed to obtain information providing voting status of members of a population; a predictive modeling module programmed to segment the population into groups based at least in part on voting status information stored in the data storage device, and to calculate insurance underwriting risk parameters of each group, the risk parameters including at least one of predicted insurance claim frequency or insurance claim severity; and an input/output system to transfer incoming voting status information obtained by the voting status generator module to the data storage device and to output information relating to the groups and their respective insurance underwriting risk parameters. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A computerized method for constructing a segmentation-based model for insurance underwriting expressed in the form of actuarial rules, comprising:
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presenting to a computer information providing voting status of members of a population; based at least in part on the voting status information, on the computer, generating a segmentation-based risk model by segmenting the population into groups and calculating insurance underwriting risk parameters of each group, the insurance underwriting risk parameters including at least one of predicted insurance claim frequency or insurance claim severity; and outputting from the computer actuarial rules of the risk model. - View Dependent Claims (10, 11, 12, 13, 14, 15)
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16. A computerized method for underwriting and rating an insurance policy based on a segmentation-based risk model, comprising:
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receiving on a modeling computer module information providing voting status of members of a population; on the modeling computer module, based at least in part on the voting status information, generating a segmentation-based risk model by segmenting the population into groups and calculating insurance underwriting risk parameters of each group; receiving, on an insurance underwriting computer module, the risk model and voting status information characterizing an applicant for insurance; determining, on the insurance underwriting computer module, based at least in part on the voting status information characterizing the applicant, into which segmented group the applicant falls; and determining, on the insurance underwriting computer module, based on the group into which the applicant falls, whether to offer an insurance policy to the applicant. - View Dependent Claims (17, 18, 19, 20, 21, 22)
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23. A method for identifying persons to receive insurance sales solicitations, comprising:
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on an insurance underwriting computer module, based on voting status information stored in a data storage module, generating a list of persons whose voting status comprises at least one of voter registration, eligibility for voter registration, an instance of recent voting, or voting frequency; outputting said list of persons; and directing a sales solicitation to one or more persons on said list. - View Dependent Claims (24)
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25. A computer program product, comprising a non-volatile computer readable medium having recorded thereon computer executable instructions for:
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receiving information providing voting status of members of a population; based at least in part on the voting status information, generating a segmentation-based risk model by segmenting the population into groups and calculating insurance underwriting risk parameters of each group; receiving voting status information characterizing an applicant for insurance; determining, based at least in part on the voting status information characterizing the applicant, into which segmented group the applicant falls; and determining, based on the group into which the applicant falls, whether to offer an insurance policy to the applicant.
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Specification