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基于回归树模型的肝癌住院费用病例组合研究 被引量:6

Case-Mix Study of Patients with Liver Cancer Based on Decision Tree
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摘要 目的探索适合南通市肝癌患者的病例诊断组合相关组(DRGs)及费用标准,为相关部门决策提供依据。方法用多重线性回归方法对2006-2013年以肝癌为主要诊断的6882例病案数据进行分析,筛选分类节点变量,运用决策树模型进行病例分组,用绝对值法和相对权重法对住院费用的标准进行测算。结果治疗方法、入院途径、伴随病、转归、并发症、首次入院、性别等作为肝癌病例分类节点的关键变量,共形成17个DRGs组合和相对应住院费用标准。结论病例分组结果合理,住院费用标准和病种权重可作为相关部门参考。 Objective The study explored the case-mix diagnosis-related-groups of patients with liver cancer in Nantong and developed related health expense standards,so as to provide evidence for related departments' decisions. Methods Accord-ing to 6882 inpatients with the principal diagnosis liver cancer from 2006 to 2013 in Nantong tumor hospital,multiple regression model was employed to screening the classification node variables,and the regression tree model was applied to set up the case-mix diagnosis-related-groups. The absolute value method and relative weights were used to calculate the standard. Results The main classification node variables were therapies,admission from emergency setting,prognosis,concomitant diseases,complica-tion,first hospitalization,and gender. 17 diagnosis-related-groups and related health expense standards were established. Conclu-sion Case-mix diagnosis-related-groups are reasonable,and the health expense standards and related case weight could make references for related departments.
出处 《中国卫生统计》 CSCD 北大核心 2017年第5期726-728,共3页 Chinese Journal of Health Statistics
基金 南通市科技局社会发展项目资助(HS2013004) 南通大学博士科研启动基金(14B16)
关键词 病例诊断组合相关组 回归树 肝癌 住院费用 Diagnosis-related-groups Regression tree Liver cancer Hospitalization expense
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  • 1胡静,徐勇勇,夏结来.住院费用影响因素分析的递归系统模型[J].中国卫生统计,1996,13(6):1-3. 被引量:17
  • 2Feter RB.按诊断分类定额付款医疗收费制度[J].国外医学:卫生经济分册,1985,5:40-42. 被引量:4
  • 3士晟主编.多元分析方法及其应用.第1版.长春:吉林出版社,1981,64—78. 被引量:1
  • 4肖永红,闫子海.循环系统疾病医保患者住院医疗费用影响因素的通径分析[J].中国卫生统计,2007,24(5):505-506. 被引量:20
  • 5王丙刚,曲波,郭海强,张蕾,金鑫,李刚,孙高.传染病预测的数学模型研究[J].中国卫生统计,2007,24(5):536-540. 被引量:105
  • 6Jia Xiaoqiang, Yang Yufei, Xu Renzhong, etc. Influencing factor analysis on hospitalization costs of 3046 cases with colorectal cancer on basic medical insurance in Beijing[J]. World Science and Technology, 2011,13(6):948-951. 被引量:1
  • 7北京统计信息网.北京市统计年鉴2013[EB/OL].(2013-03-03)[2014-03-05].http://www.bjstats.gov.cn/sjfb/bssj/ndsj/. 被引量:1
  • 8Chien C R, Shih Y C. Economic evaluation of bevacizumab in the treatment of non-small cell lung cancer[J]. Clinicoecon Outcomes Res, 2012(4):201-208. 被引量:1
  • 9Foster T S, Miller J D, Boye M E, etc. The economic burden of metastatic breast cancer: A systematic review of literature from developed countries[J]. Cancer Treat Rev, 2011,37(6):405-415. 被引量:1
  • 10Mishra A, Otgonsuren M, Venkatesan C, etc. The inpatient economic and mortality impact of hepatocellular carcinoma from 2005 to 2009: Analysis of the US nationwide inpatient sample[J]. Liver Int, 2013,33(8):1281-1286. 被引量:1

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