A Decision-support System for Care Plan in Long-term Care Insurance

被引：3
作者：
Han, Eun-Jeong [1 ]
Lee, Jung-Suk [1 ]
Kim, Dong-Geon [2 ]
Kwon, Jinhee [1 ]
机构：
[1] Natl Hlth Insurance Serv, Hlth Insurance Policy Res Inst, 130 Mapo Daero, Seoul 121710, South Korea
[2] Dongduk Womens Univ, Dept Data & Informat Sci, Seoul, South Korea
来源：
KOREAN JOURNAL OF APPLIED STATISTICS | 2014年 / 27卷 / 05期
关键词：
Long-term Care Insurance; care-plan; decision-tree model;
D O I：
10.5351/KJAS.2014.27.5.667
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
National Health Insurance Service(NHIS) provide care-plans for beneficiaries in the long-term care insurance(LTCI) systems that help them use LTC services appropriately. The care-plan includes recommendations for the most adequate type of care (gold standard) for beneficiaries. This study develops a decision-support system to determine the appropriate type of care plan. To develop a model, we used a data set that well-trained assessors in the NHIS investigated as a gold standard for beneficiaries: nursing home care, home-visit care, home-visit bathing, home-visit nursing, or day and night care. The decision-support system was established through a decision-tree model, because it may be easy to explain the algorithm of a decision-support system to working groups and policy makers. Our results might be useful in evidence-based care planning in an LTCI system and contribute to the efficient use of LTC services.
引用
收藏
页码：667 / 679
页数：13
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