{"id":"https://openalex.org/W2181303446","doi":null,"title":"Modeling of Policyholder Behavior for Life Insurance and Annuity Products","display_name":"Modeling of Policyholder Behavior for Life Insurance and Annuity Products","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2181303446","mag":"2181303446"},"language":"en","primary_location":{"id":"mag:2181303446","doi":null,"is_oa":false,"landing_page_url":"https://www.soa.org/Files/Research/Projects/research-2014-modeling-policy.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077865551","display_name":"Jason Campbell","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jason Campbell","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046331290","display_name":"Michael Chan","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Chan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036706505","display_name":"Kate Li","orcid":"https://orcid.org/0000-0003-1171-9195","observed_orcids":["https://orcid.org/0000-0003-1171-9195"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kate Li","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1171-9195","affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Louis J. Lombardi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Louis J. Lombardi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044538756","display_name":"Lucian Lombardi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lucian Lombardi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037888752","display_name":"Marianne Purushotham","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marianne Purushotham","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Anand Rao","orcid":"https://orcid.org/0000-0002-9411-9146","observed_orcids":["https://orcid.org/0000-0002-9411-9146"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anand Rao","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-9411-9146","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4908,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.86651932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.6812000274658203,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12394","display_name":"Insurance and Financial Risk Management","score":0.6812000274658203,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12011","display_name":"Insurance, Mortality, Demography, Risk Management","score":0.22120000422000885,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10517","display_name":"Financial Literacy, Pension, Retirement Analysis","score":0.02879999950528145,"subfield":{"id":"https://openalex.org/subfields/2003","display_name":"Finance"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/policyholder-behavior","display_name":"policyholder behavior","score":0.9879999756813049},{"id":"https://openalex.org/keywords/life-insurance","display_name":"life insurance","score":0.9629999995231628},{"id":"https://openalex.org/keywords/annuities","display_name":"annuities","score":0.9890000224113464},{"id":"https://openalex.org/keywords/behavioral-modeling","display_name":"behavioral modeling","score":0.6110000014305115}],"concepts":[{"id":"https://openalex.org/C44465351","wikidata":"https://www.wikidata.org/wiki/Q215579","display_name":"Annuity","level":4,"score":0.8039538860321045},{"id":"https://openalex.org/C3020299011","wikidata":"https://www.wikidata.org/wiki/Q626608","display_name":"Life insurance","level":2,"score":0.6470787525177002},{"id":"https://openalex.org/C162118730","wikidata":"https://www.wikidata.org/wiki/Q1128453","display_name":"Actuarial science","level":1,"score":0.6192131638526917},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.5209121108055115},{"id":"https://openalex.org/C76485209","wikidata":"https://www.wikidata.org/wiki/Q2510714","display_name":"Life annuity","level":3,"score":0.5201287865638733},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3345195949077606},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.1814379096031189},{"id":"https://openalex.org/C2780899237","wikidata":"https://www.wikidata.org/wiki/Q156223","display_name":"Pension","level":2,"score":0.06835278868675232}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2181303446","doi":null,"is_oa":false,"landing_page_url":"https://www.soa.org/Files/Research/Projects/research-2014-modeling-policy.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W36227095","https://openalex.org/W644531077","https://openalex.org/W1508206474","https://openalex.org/W1516005115","https://openalex.org/W1554596760","https://openalex.org/W1565295770","https://openalex.org/W1585927951","https://openalex.org/W1586305635","https://openalex.org/W1741133179","https://openalex.org/W1828678733","https://openalex.org/W1952230268","https://openalex.org/W1954045752","https://openalex.org/W1966041856","https://openalex.org/W1976624377","https://openalex.org/W1979112060","https://openalex.org/W1985907650","https://openalex.org/W1992970544","https://openalex.org/W2016007289","https://openalex.org/W2020594063","https://openalex.org/W2023096695","https://openalex.org/W2043087435","https://openalex.org/W2044944116","https://openalex.org/W2051411313","https://openalex.org/W2051795921","https://openalex.org/W2075376603","https://openalex.org/W2081903688","https://openalex.org/W2094583869","https://openalex.org/W2102256472","https://openalex.org/W2102411768","https://openalex.org/W2103053251","https://openalex.org/W2117268595","https://openalex.org/W2118052532","https://openalex.org/W2122108455","https://openalex.org/W2122156630","https://openalex.org/W2123785891","https://openalex.org/W2126311339","https://openalex.org/W2133364582","https://openalex.org/W2134235713","https://openalex.org/W2140514312","https://openalex.org/W2146304395","https://openalex.org/W2151853488","https://openalex.org/W2157323155","https://openalex.org/W2157464012","https://openalex.org/W2237463779","https://openalex.org/W2246488264","https://openalex.org/W2272511781","https://openalex.org/W2724224207","https://openalex.org/W2734822207","https://openalex.org/W2742803614","https://openalex.org/W2748787302","https://openalex.org/W2887129445","https://openalex.org/W2890473091","https://openalex.org/W3066899303","https://openalex.org/W3122282823","https://openalex.org/W3124622930","https://openalex.org/W3125388642","https://openalex.org/W3125430372","https://openalex.org/W3125979002","https://openalex.org/W3126080930","https://openalex.org/W4248516174"],"related_works":["https://openalex.org/W6991024394","https://openalex.org/W607102633","https://openalex.org/W1918315622","https://openalex.org/W3135655707","https://openalex.org/W2373611468","https://openalex.org/W2613443635","https://openalex.org/W424378718","https://openalex.org/W2518273774","https://openalex.org/W431817745","https://openalex.org/W3155877384"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}