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題名 Using Taiwan National Health Insurance Database to Model Cancer Incidence and Mortality Rates
作者 余清祥;王信忠;梁穎誼;蘇維屏
Yue, Jack C.;Wang, Hsin-Chung;Leong, Yin-Yee;Su, Wei-Ping
貢獻者 統計系
關鍵詞 Cancer Insurance; Longevity Risk; Big Data; Stochastic Models; National Health Insurance
日期 2017-03
上傳時間 12-Jul-2017 11:41:26 (UTC+8)
摘要 The increasing cancer incidence and mortality rates in Taiwan worsened the loss ratio of cancer insurance products and created a financial crisis for insurers. In the present study, we used the data from Taiwan National Health Insurance Research Database to evaluate the challenge of designing cancer products. We found the Lee-Carter and APC models have the smallest estimation errors, and the CBD and Gompertz models are good alternatives to explore the trend of cancer incidence and mortality rates, especially for the elderly people. The loss ratio of Taiwan’s cancer products is to grow and this can be deemed as a form of longevity risk.
關聯 INSURANCE MATHEMATICS & ECONOMICS, 78, 316-324
資料類型 article
DOI http://dx.doi.org/10.1016/j.insmatheco.2017.09.016
dc.contributor 統計系-
dc.creator (作者) 余清祥;王信忠;梁穎誼;蘇維屏zh-tw
dc.creator (作者) Yue, Jack C.;Wang, Hsin-Chung;Leong, Yin-Yee;Su, Wei-Pingen-US
dc.date (日期) 2017-03-
dc.date.accessioned 12-Jul-2017 11:41:26 (UTC+8)-
dc.date.available 12-Jul-2017 11:41:26 (UTC+8)-
dc.date.issued (上傳時間) 12-Jul-2017 11:41:26 (UTC+8)-
dc.identifier.uri (URI) http://nccur.lib.nccu.edu.tw/handle/140.119/110956-
dc.description.abstract (摘要) The increasing cancer incidence and mortality rates in Taiwan worsened the loss ratio of cancer insurance products and created a financial crisis for insurers. In the present study, we used the data from Taiwan National Health Insurance Research Database to evaluate the challenge of designing cancer products. We found the Lee-Carter and APC models have the smallest estimation errors, and the CBD and Gompertz models are good alternatives to explore the trend of cancer incidence and mortality rates, especially for the elderly people. The loss ratio of Taiwan’s cancer products is to grow and this can be deemed as a form of longevity risk.-
dc.format.extent 335523 bytes-
dc.format.mimetype application/pdf-
dc.relation (關聯) INSURANCE MATHEMATICS & ECONOMICS, 78, 316-324-
dc.subject (關鍵詞) Cancer Insurance; Longevity Risk; Big Data; Stochastic Models; National Health Insurance-
dc.title (題名) Using Taiwan National Health Insurance Database to Model Cancer Incidence and Mortality Rates-
dc.type (資料類型) article-
dc.identifier.doi (DOI) 10.1016/j.insmatheco.2017.09.016-
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.insmatheco.2017.09.016-