國家衛生研究院 NHRI:Item 3990099045/5090
English  |  正體中文  |  简体中文  |  全文笔数/总笔数 : 12145/12927 (94%)
造访人次 : 859592      在线人数 : 687
RC Version 6.0 © Powered By DSPACE, MIT. Enhanced by NTU Library IR team.
搜寻范围 查询小技巧：
  • 您可在西文检索词汇前后加上"双引号"，以获取较精准的检索结果
  • 若欲以作者姓名搜寻，建议至进阶搜寻限定作者字段，可获得较完整数据
    •  进阶搜寻
    主页 ‧ 登入 ‧ 上传 ‧ 说明 ‧ 关于NHRI ‧ 管理 到手机版


    jsp.display-item.identifier=請使用永久網址來引用或連結此文件: http://ir.nhri.org.tw/handle/3990099045/5090


    题名: Mining the optimal clustering of people's characteristics of health care choices
    作者: Liu, CY;Liu, JS
    贡献者: Division of Biostatistics and Bioinformatics
    摘要: In Asian countries, there has been a multi-choice healthcare environment for many years. In Taiwan, people's multiple health care seeking behavior has resulted in much heavier financial burden of National Health Insurance Program (NHIP) in recent years: investigating the characteristics of people who use multiple health care resources has gained increasing importance for health authorities. In this study, we investigated the socioeconomic and demographic characteristics which underlined people's choice of health care by using a population representative database. A novel methodology which incorporated k-means cluster analysis with v-fold cross-validation into Multiple Correspondence Analysis (MCA) is proposed. This novel methodology can help us to find the optimal attribute clustering of multiple health care utilization. By using this methodology, researchers not only can avoid the ambiguities of identifying clusters resulted from the traditional hierarchical cluster analysis (HCA), but also can provide more solid and evidence-based analysis for health policy making.
    日期: 2011-03
    關聯: Expert Systems with Applications. 2011 Mar;38(3):1400-1404.
    Link to: http://dx.doi.org/10.1016/j.eswa.2010.07.044
    JIF/Ranking 2023: http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=NHRI&SrcApp=NHRI_IR&KeyISSN=0957-4174&DestApp=IC2JCR
    Cited Times(WOS): https://www.webofscience.com/wos/woscc/full-record/WOS:000284863200016
    Cited Times(Scopus): http://www.scopus.com/inward/record.url?partnerID=HzOxMe3b&scp=78049528359
    显示于类别:[其他] 期刊論文

    文件中的档案:

    档案 描述 大小格式浏览次数
    SCP77956243434.pdf532KbAdobe PDF815检视/开启


    在NHRI中所有的数据项都受到原著作权保护.

    TAIR相关文章

    DSpace Software Copyright © 2002-2004  MIT &  Hewlett-Packard  /   Enhanced by   NTU Library IR team Copyright ©   - 回馈